Merge pull request #15 #46
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Squash merge of pull request #15.
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Note Other AI code review bot(s) detectedCodeRabbit has detected other AI code review bot(s) in this pull request and will avoid duplicating their findings in the review comments. This may lead to a less comprehensive review. 📝 WalkthroughWalkthroughAdds a large feature set for multi‑platform job search: new MCP servers and adapters, orchestration managers, Express APIs (job-search/unified/working), OAuth manager, email/reporting service and workflows, deployment/test scripts, env templates, docs, and several TypeScript/Python dependency updates; also removes two legacy migrations. Changes
Sequence Diagram(s)sequenceDiagram
participant Client
participant API as /api/unified
participant PM as PlatformManager
participant Adapter as Platform Adapter(s)
participant Remote as Remote API / MCP Server
Client->>API: POST /search-all (params)
activate API
API->>PM: searchAllPlatforms(params)
activate PM
PM->>PM: determine supported platforms
PM->>Adapter: parallel search(platform_i, params)
activate Adapter
Adapter->>Remote: HTTP / MCP call
activate Remote
Remote-->>Adapter: platform-specific results
deactivate Remote
Adapter->>Adapter: transform -> JobResult[]
Adapter-->>PM: JobSearchResponse
deactivate Adapter
PM->>PM: aggregate (dedupe, score, sort)
PM-->>API: aggregated results
deactivate PM
API-->>Client: { jobs, stats, timing }
deactivate API
sequenceDiagram
participant User
participant App as /api/working
participant OAuthMgr as OAuthManager
participant Provider as OAuth Provider
User->>App: GET /auth/:platform/url
App->>OAuthMgr: createAuthUrl(platform, state)
OAuthMgr->>Provider: redirect user to provider
Provider->>App: callback /auth/:platform/callback?code=&state=
App->>OAuthMgr: verifyState(state) & exchangeCode(code)
OAuthMgr->>Provider: token request
Provider-->>OAuthMgr: access_token
OAuthMgr-->>App: {token, profile}
App-->>User: success / persisted connection
Estimated code review effort🎯 5 (Critical) | ⏱️ ~120 minutes Possibly related PRs
Poem
Pre-merge checks and finishing touches❌ Failed checks (2 warnings)
✅ Passed checks (1 passed)
✨ Finishing touches
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@copilot make changes to this pull request.This branch has conflicts that must be resolved services/agent-orchestrator/package-lock.json |
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@groupthinking I've opened a new pull request, #47, to work on those changes. Once the pull request is ready, I'll request review from you. |
Summary of ChangesHello @groupthinking, I'm Gemini Code Assist1! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed! This pull request significantly expands the capabilities of the job search platform by integrating a comprehensive multi-platform job search system. It establishes a tiered approach to platform integration, including public RSS/APIs, enterprise APIs, and custom Model Context Protocol (MCP) servers, enabling a unified search across 10 different job sources. The changes also include robust OAuth management for secure platform connections, automated daily email reporting, and detailed setup and deployment scripts to streamline the integration process. Highlights
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| filters.push('workplaceType->2'); // Remote | ||
| } | ||
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| if (params.experienceLevel) { | ||
| const levelMap = { | ||
| 'entry': '1,2', // Internship, Entry level | ||
| 'mid': '3,4', // Associate, Mid-Senior level | ||
| 'senior': '5,6' // Director, Executive | ||
| }; | ||
| filters.push(`experience->${levelMap[params.experienceLevel]}`); | ||
| } |
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Pull request overview
This is a comprehensive pull request that significantly expands the AJOB4AGENT job automation system by adding email reporting capabilities, multi-platform job search integration, OAuth authentication, and extensive test infrastructure.
Key Changes:
- Email service implementation with SMTP support for daily job application reports
- Integration of 10 job search platforms across three tiers (JobSpy MCP, Enterprise APIs, Custom MCP)
- OAuth authentication manager for GitHub, Google, and LinkedIn
- Comprehensive test suites for MCP and platform integrations
Reviewed changes
Copilot reviewed 49 out of 50 changed files in this pull request and generated 9 comments.
Show a summary per file
| File | Description |
|---|---|
| setup_smtp_secrets.sh | Setup script for GitHub Actions SMTP secrets configuration |
| services/agent-orchestrator/src/services/email.service.ts | Email service with nodemailer integration |
| services/agent-orchestrator/src/reports/daily-email-report.ts | Daily email report generator with mock data support |
| services/agent-orchestrator/src/test-email.ts | Email service testing utility |
| services/agent-orchestrator/src/auth/oauth-manager.ts | OAuth 2.0 authentication manager for multiple platforms |
| services/agent-orchestrator/src/api/*.ts | New API routes for job search, unified search, and OAuth |
| services/agent-orchestrator/src/adapters/*.ts | Platform adapters for job search integration |
| services/agent-orchestrator/src/types/job-search.ts | TypeScript type definitions for job search |
| test-mcp-integration.js | MCP integration test suite |
| test-10-platform-integration.js | Comprehensive 10-platform integration tests |
| services/llm-service/requirements.txt | Updated python-multipart dependency |
| services/agent-monitoring-service/requirements.txt | Updated requests dependency |
| services/agent-orchestrator/package.json | Added nodemailer and cheerio dependencies |
| mcp-servers/ycombinator-server/* | New Y Combinator MCP server configuration |
| migrations/*.sql | Removed migration files (empty changes) |
| crm/*.csv | New CRM data files |
Files not reviewed (1)
- services/agent-orchestrator/package-lock.json: Language not supported
| constructor(serverPath: string = '/Users/garvey/Documents/GitHub/AJOB4AGENT/mcp-servers/ycombinator-server/dist/index.js') { | ||
| this.serverPath = serverPath; |
There was a problem hiding this comment.
Hardcoded file system paths should not be used in production code. The constructor uses an absolute path '/Users/garvey/Documents/GitHub/AJOB4AGENT/...' which will fail in any environment other than the developer's local machine.
Use environment variables or configuration files to specify paths, or make the path configurable through constructor parameters with sensible defaults.
There was a problem hiding this comment.
@copilot open a new pull request to apply changes based on this feedback
| constructor(serverPath: string = '/Users/garvey/Documents/GitHub/AJOB4AGENT/mcp-servers/tech-talent-server/dist/index.js') { | ||
| this.serverPath = serverPath; |
There was a problem hiding this comment.
Hardcoded file system paths should not be used in production code. The constructor uses an absolute path '/Users/garvey/Documents/GitHub/AJOB4AGENT/...' which will fail in any environment other than the developer's local machine.
Use environment variables or configuration files to specify paths, or make the path configurable through constructor parameters with sensible defaults.
setup_smtp_secrets.sh
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| echo " Value: [email protected]" | ||
| echo " → Your Gmail email address" | ||
| echo "" | ||
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| echo "3. SMTP_PASSWORD" | ||
| echo " Value: wusv nhcj hjok vqml" | ||
| echo " → Your Gmail app password (generated for [email protected])" | ||
| echo "" | ||
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| echo "4. SMTP_FROM" | ||
| echo " Value: [email protected]" | ||
| echo " → Who the email appears to be from (same as username)" | ||
| echo "" | ||
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| echo "5. SMTP_TO" | ||
| echo " Value: [Recipient email address]" | ||
| echo " → Where to send daily job reports" | ||
| echo "" | ||
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| echo "6. SMTP_PORT (Optional)" | ||
| echo " Value: 587" | ||
| echo " → Gmail SMTP port (defaults to 587 if not set)" | ||
| echo "" | ||
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| echo "🔧 To create these secrets manually:" | ||
| echo "1. Go to: https://github.com/groupthinking/AJOB4AGENT/settings/secrets/actions" | ||
| echo "2. Click 'New repository secret'" | ||
| echo "3. Enter each name and value listed above" | ||
| echo "" | ||
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| echo "⚡ Or run these commands (replace YOUR_GMAIL and RECIPIENT_EMAIL):" | ||
| echo "" | ||
| echo "# Required secrets:" | ||
| echo "gh secret set SMTP_HOST --body 'smtp.gmail.com'" | ||
| echo "gh secret set SMTP_USERNAME --body '[email protected]'" | ||
| echo "gh secret set SMTP_PASSWORD --body 'wusvnhcjhjokvqml'" |
There was a problem hiding this comment.
This file contains hardcoded credentials (email address and app password) that should never be committed to version control. The SMTP password 'wusv nhcj hjok vqml' appears to be a Gmail app password and is exposed in plain text.
Remove all hardcoded credentials from this file and replace them with placeholder values. Users should provide their own credentials when running the script.
| } | ||
| // TODO: Implement actual database queries for production use | ||
| // For now, throw an error to prevent accidental use in production | ||
| throw new Error('Production data fetching not implemented. This service requires USE_MOCK_DATA=true environment variable for development/testing purposes. Do not use in production until real data fetching is implemented.'); |
There was a problem hiding this comment.
The error message indicates that production data fetching is not implemented, but the error itself could be more specific about what needs to be done. Consider adding information about which database queries need to be implemented or linking to relevant documentation.
| import { JobSearchParams } from '../types/job-search'; | ||
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| const router = Router(); | ||
| let platformManager: PlatformManager; |
There was a problem hiding this comment.
Unused variable platformManager.
| const userProfile = await this.getUserProfile(platform, tokenData.access_token); | ||
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| // Store the connection (in production, save to database) | ||
| const accountInfo = { |
There was a problem hiding this comment.
Unused variable accountInfo.
test-10-platform-integration.js
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| { name: 'Performance Metrics', test: testPerformanceMetrics } | ||
| ]; | ||
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| for (const { name, test } of basicTests) { |
There was a problem hiding this comment.
Unused variable name.
| private async searchJobBoard(params: JobSearchParams): Promise<JobResult[]> { | ||
| try { | ||
| // First, get all job boards or specific organization's jobs | ||
| let jobsUrl = `${this.baseUrl}/boards`; |
There was a problem hiding this comment.
The initial value of jobsUrl is unused, since it is always overwritten.
| let jobsUrl = `${this.baseUrl}/boards`; | |
| let jobsUrl: string; |
SMTP_SETUP.md
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| ### 🎯 What You Need | ||
| - Gmail account with [2-factor authentication enabled](https://myaccount.google.com/signinoptions/two-step-verification) | ||
| - [App password generated](https://myaccount.google.com/apppasswords) (you already have: `wusv nhcj hjok vqml`) |
There was a problem hiding this comment.
This documentation exposes a live Gmail app password (wusv nhcj hjok vqml), which is sensitive and grants access to the email account. Publishing it creates immediate account compromise risk. Remove the password from docs, rotate/revoke the app password, and use generic placeholders like <APP_PASSWORD>.
![gemini-code-assist[bot]](https://avatars.githubusercontent.com/in/956858?s=60&v=4){kind=small}
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Code Review
This pull request introduces a significant amount of new functionality, including documentation, deployment scripts, and a multi-platform job search integration. The overall structure is well-organized, with clear separation of concerns between adapters, API routes, and services. The use of modern TypeScript features and design patterns is commendable. However, there are several critical security vulnerabilities due to hardcoded credentials in documentation and scripts. These must be addressed immediately by removing the secrets and revoking them. Additionally, some deployment scripts and adapters contain hardcoded paths or use unsafe practices that reduce portability and robustness. My review includes specific suggestions to resolve these issues.
SMTP_SETUP.md
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| |-------------|-------|-------------| | ||
| | `SMTP_HOST` | `smtp.gmail.com` | Gmail SMTP server | | ||
| | `SMTP_USERNAME` | `[email protected]` | Your Gmail address | | ||
| | `SMTP_PASSWORD` | `wusvnhcjhjokvqml` | Your app password | |
There was a problem hiding this comment.
This file contains a hardcoded password. This is a critical security vulnerability. Secrets should never be committed to the repository, even in documentation files. Please remove this password immediately, revoke it in your Google Account, and replace it with a placeholder like your_app_password_here.
setup_smtp_secrets.sh
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| echo "" | ||
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| echo "3. SMTP_PASSWORD" | ||
| echo " Value: wusv nhcj hjok vqml" |
There was a problem hiding this comment.
This script contains a hardcoded password. This is a critical security vulnerability. Secrets should never be committed to the repository. Please remove this password immediately, revoke it, and instruct users to provide it through a secure mechanism (e.g., a prompt or by editing a template file).
| private client: MCPClient; | ||
| private serverPath: string; | ||
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| constructor(serverPath: string = '/Users/garvey/Documents/GitHub/AJOB4AGENT/mcp-servers/tech-talent-server/dist/index.js') { |
There was a problem hiding this comment.
The default serverPath is a hardcoded absolute path specific to a user's machine (/Users/garvey/...). This makes the code not portable and will cause it to fail on any other system. This path should be made relative to the project root or configured via an environment variable.
| constructor(serverPath: string = '/Users/garvey/Documents/GitHub/AJOB4AGENT/mcp-servers/tech-talent-server/dist/index.js') { | |
| constructor(serverPath: string = '../../mcp-servers/tech-talent-server/dist/index.js') { |
| private client: MCPClient; | ||
| private serverPath: string; | ||
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| constructor(serverPath: string = '/Users/garvey/Documents/GitHub/AJOB4AGENT/mcp-servers/ycombinator-server/dist/index.js') { |
There was a problem hiding this comment.
The default serverPath is a hardcoded absolute path specific to a user's machine (/Users/garvey/...). This makes the code not portable and will cause it to fail on any other system. This path should be made relative to the project root or configured via an environment variable.
| constructor(serverPath: string = '/Users/garvey/Documents/GitHub/AJOB4AGENT/mcp-servers/ycombinator-server/dist/index.js') { | |
| constructor(serverPath: string = '../../mcp-servers/ycombinator-server/dist/index.js') { |
| echo " | ||
| # 10-Platform MCP Integration | ||
| MCP_JOBSPY_PORT=9423 | ||
| MCP_JOBSPY_HOST=localhost | ||
| MCP_YCOMBINATOR_PORT=9424 | ||
| MCP_TECH_TALENT_PORT=9425 | ||
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| # API Keys (configure these) | ||
| GREENHOUSE_API_KEY=your_greenhouse_key_here | ||
| GOOGLE_TALENT_API_KEY=your_google_talent_key_here | ||
| GOOGLE_PROJECT_ID=ajob4agent-project | ||
| CORESIGNAL_API_KEY=your_coresignal_key_here | ||
| WELLFOUND_ACCESS_TOKEN=your_wellfound_token_here | ||
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| # Platform Features | ||
| ENABLE_JOBSPY_MCP=true | ||
| ENABLE_ENTERPRISE_APIS=true | ||
| ENABLE_CUSTOM_MCP=true | ||
| ENABLE_ERROR_RECOVERY=true | ||
| ENABLE_PERFORMANCE_MONITORING=true | ||
| " >> .env |
There was a problem hiding this comment.
Appending configurations directly to the .env file using >> is not idempotent and can lead to duplicated entries if the script is run multiple times. This can cause unexpected behavior. A safer approach is to check for the existence of a configuration block before appending.
CONFIG_BLOCK="# 10-Platform MCP Integration"
if ! grep -qF "$CONFIG_BLOCK" .env; then
echo "
# 10-Platform MCP Integration
MCP_JOBSPY_PORT=9423
MCP_JOBSPY_HOST=localhost
MCP_YCOMBINATOR_PORT=9424
MCP_TECH_TALENT_PORT=9425
# API Keys (configure these)
GREENHOUSE_API_KEY=your_greenhouse_key_here
GOOGLE_TALENT_API_KEY=your_google_talent_key_here
GOOGLE_PROJECT_ID=ajob4agent-project
CORESIGNAL_API_KEY=your_coresignal_key_here
WELLFOUND_ACCESS_TOKEN=your_wellfound_token_here
# Platform Features
ENABLE_JOBSPY_MCP=true
ENABLE_ENTERPRISE_APIS=true
ENABLE_CUSTOM_MCP=true
ENABLE_ERROR_RECOVERY=true
ENABLE_PERFORMANCE_MONITORING=true
" >> .env
fi| echo "===========================================" | ||
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| # Use working environment | ||
| export $(cat .env.working | grep -v '^#' | xargs) |
There was a problem hiding this comment.
Using export $(cat .env.working | grep -v '^#' | xargs) is not safe for environment variable values that contain spaces or special characters. A more robust method is to use set -a and source.
| export $(cat .env.working | grep -v '^#' | xargs) | |
| set -a | |
| source .env.working | |
| set +a |
| } | ||
| // TODO: Implement actual database queries for production use | ||
| // For now, throw an error to prevent accidental use in production | ||
| throw new Error('Production data fetching not implemented. This service requires USE_MOCK_DATA=true environment variable for development/testing purposes. Do not use in production until real data fetching is implemented.'); |
There was a problem hiding this comment.
While it's good to prevent running with mock data in production, this error message is very long and exposes implementation details that shouldn't be in an error message. A more concise error message would be better for production logs.
| throw new Error('Production data fetching not implemented. This service requires USE_MOCK_DATA=true environment variable for development/testing purposes. Do not use in production until real data fetching is implemented.'); | |
| throw new Error('Production data fetching is not implemented. Set USE_MOCK_DATA=true for development.'); |
![coderabbitai[bot]](https://avatars.githubusercontent.com/in/347564?s=60&v=4){kind=small}
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Actionable comments posted: 10
Note
Due to the large number of review comments, Critical severity comments were prioritized as inline comments.
Caution
Some comments are outside the diff and can’t be posted inline due to platform limitations.
⚠️ Outside diff range comments (2)
.github/workflows/.github/workflows/email-smoke.yml (1)
21-32: Critical: Conditional references undefined inputs, preventing email delivery.The condition on line 21 references
github.event.inputs.SMTP_HOSTand other input properties, but theworkflow_dispatchtrigger (line 4) does not define any inputs. This condition will always evaluate to false, causing the email step to be skipped every time.Apply this diff to fix the issue by removing the incorrect condition (the step should rely on secrets being configured):
- name: Send test email - if: ${{ github.event.inputs.SMTP_HOST != '' && github.event.inputs.SMTP_USERNAME != '' && github.event.inputs.SMTP_PASSWORD != '' && github.event.inputs.SMTP_FROM != '' && github.event.inputs.SMTP_TO != '' }} uses: dawidd6/action-send-mail@v3 with: server_address: ${{ secrets.SMTP_HOST }} - server_port: ${{ secrets.SMTP_PORT != '' && secrets.SMTP_PORT || '587' }} + server_port: ${{ secrets.SMTP_PORT || '587' }} username: ${{ secrets.SMTP_USERNAME }} password: ${{ secrets.SMTP_PASSWORD }} subject: "Email Smoke Test" to: ${{ secrets.SMTP_TO }} from: ${{ secrets.SMTP_FROM }} content_type: text/html html_body: file://reports/daily_report.html.github/workflows/daily-report.yml (1)
34-48: Minor: Shell variable won't expand in single-quoted heredoc.Line 45 uses
$(date)inside a single-quoted heredoc (<<'HTML'), which prevents shell expansion. The literal text "$(date)" will appear in the HTML instead of the actual timestamp.Apply this diff to fix the expansion:
else mkdir -p reports - cat > reports/daily_report.html <<'HTML' + cat > reports/daily_report.html <<HTML <!doctype html><html><body> <h1>Daily Job Report</h1> <p>No generator script found; created fallback report.</p> <p>Workflow triggered at: $(date)</p> </body></html> HTML
🟠 Major comments (17)
mcp-servers/ycombinator-server/src/index.ts-124-187 (1)
124-187: CSS selectors do not match actual site structure and will return zero results.Verification of the workatastartup.com/jobs page confirms the selectors
.job-listing,.job-card, and[data-job-id]do not exist on job listing elements. The actual structure uses:
.job-namefor job titles.job-detailsfor job details.jobs-listas the containerdata-jobidattribute on nested<a>tags, not parent elementsUpdate selectors to match the real DOM structure:
// Current (broken): $('.job-listing, .job-card, [data-job-id]').each((index, element) => { ... } // Should be: $('.jobs-list > div > div').each((index, element) => { const $job = $(element); const title = $job.find('.job-name a').text().trim(); const company = $job.find('.font-bold').first().text().trim(); // "CompanyName (Batch)" const location = $job.find('.job-details').text().match(/[\w\s,]+(?=\s*Palo Alto|San Francisco|Remote|CA|US)/)?.[0]?.trim(); // ... etcservices/agent-orchestrator/src/adapters/tech-talent-adapter.ts-116-124 (1)
116-124: Adding undeclaredmetadatafield to JobResult.Lines 116-124 add a
metadataproperty to theJobResultobject, but this field is not declared in theJobResultinterface (see relevant code snippets from services/agent-orchestrator/src/types/job-search.ts lines 11-23).Update the
JobResultinterface to include the metadata field:// In services/agent-orchestrator/src/types/job-search.ts export interface JobResult { id: string; title: string; company: string; location: string; description: string; salary?: string; url: string; platform: string; datePosted: string; experienceLevel?: string; remote?: boolean; metadata?: { skills?: string[]; company_size?: string; interview_process?: string; benefits?: string[]; platform_type?: string; ai_matching?: boolean; salary_transparency?: boolean; [key: string]: any; // Allow additional platform-specific fields }; }services/agent-orchestrator/src/auth/oauth-manager.ts-308-318 (1)
308-318: Incomplete disconnect implementation - tokens not revoked.The
disconnectAccountmethod logs but doesn't actually revoke OAuth tokens with the providers. This leaves orphaned tokens that could be security risks.Each platform requires token revocation:
- GitHub:
DELETE https://api.github.com/applications/{client_id}/token- Google:
POST https://oauth2.googleapis.com/revoke- LinkedIn:
POST https://www.linkedin.com/oauth/v2/revokeWould you like me to generate a complete implementation with proper token revocation for each platform?
services/agent-orchestrator/src/auth/oauth-manager.ts-23-23 (1)
23-23: In-memory state storage won't survive restarts or scale.The
Mapused for state storage is held in memory and will be lost on server restart or when scaling to multiple instances. This will cause "Invalid state parameter" errors for users mid-OAuth flow.Consider one of these solutions:
- Solution 1 (Recommended): Use Redis or a database for state storage with TTL support.
- Solution 2: Include the state data in the state parameter itself (encrypted/signed JWT) to make it stateless.
Apply this diff for a stateless JWT-based approach:
+import jwt from 'jsonwebtoken'; + +const STATE_SECRET = process.env.OAUTH_STATE_SECRET || crypto.randomBytes(32).toString('hex'); + export class OAuthManager { private router: Router; - private states: Map<string, OAuthState> = new Map();Then update
generateStateandverifyStateto use JWT instead of Map storage.Committable suggestion skipped: line range outside the PR's diff.
services/agent-orchestrator/src/auth/oauth-manager.ts-164-170 (1)
164-170: Access tokens exposed in response without secure storage.The callback returns the full
accessTokenin the response (line 166) without any persistence mechanism. This creates security and usability issues:
- Tokens are exposed to the client
- No token refresh mechanism
- Tokens lost on page reload
Implement secure token storage:
// Store the connection (in production, save to database) const accountInfo = { platform, - accessToken: tokenData.access_token, - refreshToken: tokenData.refresh_token, + // Store in secure backend database with encryption profile: userProfile, connectedAt: new Date().toISOString() }; + + // TODO: Save to database + // await this.tokenStore.saveToken({ + // userId: stateData.userId, + // platform, + // accessToken: tokenData.access_token, + // refreshToken: tokenData.refresh_token, + // expiresAt: new Date(Date.now() + tokenData.expires_in * 1000) + // }); console.log(`✅ ${platform} OAuth successful for user: ${userProfile.name || userProfile.login}`); res.json({ success: true, platform, message: `Successfully connected ${platform} account`, profile: { id: userProfile.id, name: userProfile.name || userProfile.login, email: userProfile.email, avatar: userProfile.avatar_url } + // Do NOT return access tokens to client });Committable suggestion skipped: line range outside the PR's diff.
services/agent-orchestrator/src/auth/oauth-manager.ts-46-46 (1)
46-46: Update LinkedIn OAuth scopes to current standard —r_liteprofileandr_emailaddressare deprecated.LinkedIn deprecated these scopes in favor of OpenID Connect standard scopes. Replace with
openid profile emailto match LinkedIn OAuth 2.0 requirements and align with the Google configuration pattern already used in this file.Change line 46 from:
scope: 'r_liteprofile r_emailaddress',to:
scope: 'openid profile email',services/agent-orchestrator/src/api/job-search.ts-48-55 (1)
48-55: Type error:erroris of typeunknown.In TypeScript strict mode, caught errors are typed as
unknown. Accessingerror.messagedirectly will cause a compilation error.} catch (error) { console.error('❌ Job search error:', error); + const errorMessage = error instanceof Error ? error.message : 'Unknown error'; res.status(500).json({ success: false, - error: error.message, + error: errorMessage, timestamp: new Date().toISOString() }); }Apply the same fix to the other catch blocks at lines 69-74 and 103-109.
services/agent-orchestrator/src/api/job-search.ts-9-14 (1)
9-14: Potential race condition in singleton initialization.If multiple requests arrive simultaneously before
platformManageris initialized,initializePlatformManagermay be called concurrently, potentially initializing multiple instances.let platformManager: PlatformManager; +let initPromise: Promise<void> | null = null; // Initialize platform manager const initializePlatformManager = async () => { if (!platformManager) { - platformManager = new PlatformManager(); - await platformManager.initialize(); + if (!initPromise) { + initPromise = (async () => { + platformManager = new PlatformManager(); + await platformManager.initialize(); + })(); + } + await initPromise; } };Committable suggestion skipped: line range outside the PR's diff.
services/agent-orchestrator/src/adapters/realistic-platform-manager.ts-5-14 (1)
5-14: Document defunct platforms in the list.The
supportedPlatformsarray includes platforms that are no longer functional. Consider removing them or marking them clearly to avoid confusion.private supportedPlatforms: string[] = [ 'indeed-rss', // Indeed RSS feeds (no auth needed) 'ycombinator', // YC job board (public) - 'github-jobs', // GitHub job board (public) - 'stackoverflow', // Stack Overflow jobs (public) + // 'github-jobs', // DEPRECATED: GitHub Jobs was shut down in 2021 + // 'stackoverflow',// DEPRECATED: Stack Overflow Jobs was shut down in 2022 'remoteok', // RemoteOK (public API) 'weworkremotely', // We Work Remotely (public) 'freelancer' // Freelancer.com (public listings) ];services/agent-orchestrator/src/api/working-job-search.ts-9-14 (1)
9-14: Race condition in lazy initialization.If multiple requests arrive concurrently before
platformManageris set, each will start initialization. While the second check insideif (!platformManager)helps,initialize()is async, so concurrent requests can still trigger multiple initializations.Consider using a singleton promise pattern:
const router = Router(); let platformManager: WorkingPlatformManager; +let initPromise: Promise<void> | null = null; // Initialize the working platform manager const initializePlatformManager = async () => { - if (!platformManager) { - platformManager = new WorkingPlatformManager(); - await platformManager.initialize(); + if (!initPromise) { + initPromise = (async () => { + platformManager = new WorkingPlatformManager(); + await platformManager.initialize(); + })(); } + await initPromise; };services/agent-orchestrator/src/adapters/realistic-platform-manager.ts-191-216 (1)
191-216: Based on my verification, I now have complete information to rewrite the review comment:Stack Overflow Jobs RSS endpoint is defunct and non-functional.
The endpoint
https://stackoverflow.com/jobs/feedno longer exists. Stack Overflow shut down the original Jobs product on March 31, 2022, removing all RSS feeds and APIs. While Stack Overflow launched a new Jobs service in May 2024 (powered by Indeed at stackoverflowjobs.com), this separate platform does not expose a public RSS feed. The code will fail silently and return empty job results.Either remove this platform from the integration or update to use a supported endpoint if available.
services/agent-orchestrator/src/adapters/wellfound-enhanced-adapter.ts-136-161 (1)
136-161: Type mismatch:metadatafield not defined inJobResultinterface.The
transformJobsmethod returns objects with ametadataproperty (lines 151-159), but theJobResultinterface from../types/job-searchdoesn't include this field. This causes a type incompatibility.Either extend the
JobResultinterface to include an optionalmetadatafield, or store Wellfound-specific data differently:// In types/job-search.ts export interface JobResult { // ... existing fields metadata?: Record<string, any>; }services/agent-orchestrator/src/adapters/working-platform-manager.ts-126-164 (1)
126-164: Mock implementation returns fake job data.The
searchGitHubJobsmethod returns hardcoded mock data rather than actual job listings. This could mislead users into thinking they're receiving real results. Consider either implementing the actual integration or clearly marking the response as mock/demo data.// Mock implementation - replace with actual GitHub job search const jobs = [ { id: 'github-job-1', + // DEMO DATA - Not real job posting title: 'Software Engineer at GitHub',Or add a flag to the response indicating it's mock data:
return { jobs, totalCount: jobs.length, platform: 'github', searchParams: params, timestamp: new Date().toISOString(), _mock: true // Indicate this is demo data };services/agent-orchestrator/src/adapters/enhanced-greenhouse-adapter.ts-204-223 (1)
204-223: Type mismatch:metadatafield not inJobResultinterface.Same issue as
wellfound-enhanced-adapter.ts- the returned object includes ametadataproperty not defined in theJobResultinterface. This should be addressed consistently across all adapters by extending the interface.This is a duplicate of the issue in
wellfound-enhanced-adapter.ts. Address both by updating the sharedJobResultinterface.services/agent-orchestrator/src/api/unified-job-search.ts-5-6 (1)
5-6: Unused module-level variable.The
platformManagervariable declared at module level is never used. The class uses its own instance property instead.const router = Router(); -let platformManager: PlatformManager;services/agent-orchestrator/src/adapters/working-platform-manager.ts-216-226 (1)
216-226: Inconsistent handling of LinkedIn platform.
getAvailablePlatformsadds'linkedin'when a token exists (line 223), butuserLoginPlatforms(line 26-27), notoauthPlatforms. This meanssearchPlatformwill throw "requires user login (not yet implemented)" even when the token is present, leading to confusing behavior.Either remove linkedin from
getAvailablePlatformsuntil implemented, or move it tooauthPlatformswith proper implementation:getAvailablePlatforms(userTokens?: any): string[] { const available = [...this.noAuthPlatforms]; // Add OAuth platforms if user has tokens if (userTokens?.github) available.push('github'); if (userTokens?.google) available.push('google'); - if (userTokens?.linkedin) available.push('linkedin'); + // LinkedIn requires user login - not yet supported + // if (userTokens?.linkedin) available.push('linkedin'); return available; }services/agent-orchestrator/src/adapters/advanced-linkedin-adapter.ts-116-125 (1)
116-125: Avoid logging full error objects that may expose authentication credentialsIn these catch blocks you pass the full error object to
console.error. For axios errors, this includes the entire request config with headers (including theAuthorization: Bearer <token>), which will leak credentials into logs.Refactor to log only sanitized details (status, code, message):
} catch (error: any) { const status = error?.response?.status; const msg = error?.message ?? 'Unknown error'; console.error('❌ Advanced LinkedIn search failed', { status, msg }); return { jobs: [], totalCount: 0, platform: 'linkedin-advanced', searchParams: params, timestamp: new Date().toISOString(), }; }Also applies to: 140-143, 172-175, 355-358, 384-387
🟡 Minor comments (20)
mcp-servers/tech-talent-server/src/index.ts-306-313 (1)
306-313: Incorrect fallback URL domain for Built In regional sites.The URL fallback uses
builtin.combut the regional sites use domains likebuiltinsf.com,builtinnyc.com, etc. This will produce broken job URLs.url: jobUrl.startsWith('http') ? jobUrl : `https://builtin.com${jobUrl}`, + // Should use the regional domain, e.g.: + // url: jobUrl.startsWith('http') ? jobUrl : `https://www.${platform.replace('builtin-', 'builtin')}.com${jobUrl}`,Consider extracting the domain from the
cityMapor passing it as a parameter:- url: jobUrl.startsWith('http') ? jobUrl : `https://builtin.com${jobUrl}`, + url: jobUrl.startsWith('http') ? jobUrl : `${searchUrl.replace('/jobs', '')}${jobUrl}`,This would require passing
searchUrlto the parser method.Committable suggestion skipped: line range outside the PR's diff.
mcp-servers/tech-talent-server/src/index.ts-366-383 (1)
366-383: Deduplication preference logic only considersbuiltin-sf.The duplicate replacement condition on line 372 only prefers
hiredoverbuiltin-sf, but not over other Built In platforms. This seems inconsistent with the sorting logic that prefers allhired/vetteryresults.- if (!unique.has(key) || (unique.get(key)?.platform === 'builtin-sf' && job.platform === 'hired')) { + if (!unique.has(key) || (unique.get(key)?.platform.startsWith('builtin-') && (job.platform === 'hired' || job.platform === 'vettery'))) { unique.set(key, job); }mcp-servers/tech-talent-server/package.json-12-17 (1)
12-17: Add@types/cheerioto devDependencies for TypeScript type support.Cheerio does not include built-in TypeScript types. The
@types/cheeriopackage from DefinitelyTyped is required for full type support. Currently, this package is missing from devDependencies despite TypeScript being a dev dependency (v5.x).deploy-10-platform-integration.sh-63-69 (1)
63-69: Add error handling forcdcommands as flagged by ShellCheck.If
cd services/agent-orchestratorfails (e.g., directory doesn't exist), the script continues runningnpm installin the wrong directory, potentially causing confusing errors or unintended side effects.-cd services/agent-orchestrator +cd services/agent-orchestrator || { echo "❌ Directory not found: services/agent-orchestrator"; exit 1; }Apply similar pattern to all other
cdcommands on lines 85, 92, 96, 103, 114, and 270.services/agent-orchestrator/src/adapters/coresignal-adapter.ts-51-60 (1)
51-60: Type-safe error handling needed.Line 52 accesses
error.messagebuterroris implicitlyanyin the catch block. TypeScript strict mode would flag this.- } catch (error) { - console.error('❌ Coresignal API error:', error.message); + } catch (error) { + const message = error instanceof Error ? error.message : String(error); + console.error('❌ Coresignal API error:', message);mcp-servers/ycombinator-server/src/index.ts-168-171 (1)
168-171:posted_datealways uses current timestamp instead of actual post date.Line 170 sets
posted_datetonew Date().toISOString(), meaning all scraped jobs will appear as freshly posted. Consider extracting the actual posting date from the page or usingundefinedif unavailable.+ const postedDateText = $job.find('.posted-date, .date, time').first().text().trim(); const job: YCJob = { // ... - posted_date: new Date().toISOString() + posted_date: this.parsePostedDate(postedDateText) || new Date().toISOString() };Committable suggestion skipped: line range outside the PR's diff.
test-mcp-integration.js-68-90 (1)
68-90: Add null check to prevent potential runtime error.Line 81 accesses
response.data.result.jobs.lengthwithout verifyingresponse.data.resultexists. This could throw if the response structure differs.- if (response.data.result.jobs.length > 0) { - console.log(` Sample job: ${response.data.result.jobs[0].title} at ${response.data.result.jobs[0].company}`); + if (response.data.result?.jobs?.length > 0) { + const sampleJob = response.data.result.jobs[0]; + console.log(` Sample job: ${sampleJob.title} at ${sampleJob.company}`); }deploy-10-platform-integration.sh-33-56 (1)
33-56: Environment variables appended without idempotency.Re-running this script will append duplicate configuration blocks to
.env. Consider checking for existing values or using a separate file.+# Check if already configured +if ! grep -q "10-Platform MCP Integration" .env 2>/dev/null; then echo " # 10-Platform MCP Integration ... " >> .env +else + echo "⚠️ Environment already configured, skipping" +fiSMTP_SETUP.md-39-42 (1)
39-42: Inconsistent scheduling information.Lines 39-42 state reports run at "8:00 AM Central Time" and "5:45 PM Central Time", but QUICK_SETUP.md (line 42) states "Daily email report at 9:00 AM UTC". These times don't align.
Verify the actual schedule in
.github/workflows/daily-email-report.ymland update documentation consistently:#!/bin/bash # Check the actual cron schedule cat .github/workflows/daily-email-report.yml | grep -A 5 "schedule:"services/agent-orchestrator/src/auth/oauth-manager.ts-81-87 (1)
81-87: Error message exposes internal configuration details.Lines 83-84 expose the exact environment variable names in the error response. While this is helpful for debugging, it reveals internal implementation details to potential attackers.
Apply this diff for more generic messaging:
if (!config.clientId || !config.clientSecret) { res.status(500).json({ - error: `OAuth not configured for ${platform}. Please set environment variables.`, - required_env: [`${platform.toUpperCase()}_CLIENT_ID`, `${platform.toUpperCase()}_CLIENT_SECRET`] + error: `OAuth not configured for ${platform}. Please contact support.` }); return; }GITHUB_ACTIONS_SETUP.md-38-38 (1)
38-38: Minor text corrections needed.A few minor issues:
- Line 38: "Office365" should be "Office 365" (official spelling)
- Line 60:
.githubshould be.github(file path, so lowercase is correct—ignore static analysis here)- Line 130: Last updated date "2024-06-10" appears outdated
-### Outlook/Office365 Setup +### Outlook/Office 365 Setup-**Last Updated:** 2024-06-10 +**Last Updated:** 2025-11-26Also applies to: 60-60, 130-130
services/agent-orchestrator/src/adapters/ycombinator-adapter.ts-70-71 (1)
70-71: Non-unique fallback ID may cause collisions.Using
Date.now()as a fallback ID can produce duplicates if multiple jobs are processed within the same millisecond.- id: job.id || `yc-${Date.now()}`, + id: job.id || `yc-${Date.now()}-${Math.random().toString(36).substr(2, 9)}`,deploy-working-solution.sh-57-65 (1)
57-65: Add error handling forcdcommand.If the directory doesn't exist or the path is wrong, the script will continue executing in the wrong directory, causing confusing failures.
-cd services/agent-orchestrator +cd services/agent-orchestrator || { echo "❌ Directory not found"; exit 1; } npm install npm install axios cheerio npm run build if [ $? -ne 0 ]; then echo "❌ Build failed" exit 1 fiservices/agent-orchestrator/src/services/email.service.ts-64-64 (1)
64-64: Logging email recipient may be a PII concern.Logging the recipient email address could violate privacy policies (GDPR/CCPA) if logs are stored or shared. Consider masking or removing from production logs.
- console.log(`Email sent successfully to ${options.to}`); + console.log(`Email sent successfully to ${options.to.replace(/(.{2}).*(@.*)/, '$1***$2')}`);services/agent-orchestrator/src/api/working-job-search.ts-32-36 (1)
32-36: Type mismatch for headers.Express headers can be
string | string[] | undefined, but the code assumes they're strings. If a header appears multiple times, it becomes an array, which could cause issues downstream.const userTokens = { - github: req.headers['x-github-token'], - google: req.headers['x-google-token'], - linkedin: req.headers['x-linkedin-token'] + github: Array.isArray(req.headers['x-github-token']) ? req.headers['x-github-token'][0] : req.headers['x-github-token'], + google: Array.isArray(req.headers['x-google-token']) ? req.headers['x-google-token'][0] : req.headers['x-google-token'], + linkedin: Array.isArray(req.headers['x-linkedin-token']) ? req.headers['x-linkedin-token'][0] : req.headers['x-linkedin-token'] };Or extract to a helper function to avoid repetition.
services/agent-orchestrator/src/reports/daily-email-report.ts-23-26 (1)
23-26: Missing validation for recipient email.The constructor stores
SMTP_TOwithout validating it. If it's empty or undefined,generateAndSend()will attempt to send an email to an empty string, which will likely fail with a cryptic error from the email service rather than a clear validation message.constructor() { this.emailService = new EmailService(); - this.recipientEmail = process.env.SMTP_TO || ''; + this.recipientEmail = process.env.SMTP_TO || ''; + if (!this.recipientEmail) { + throw new Error('Missing required environment variable: SMTP_TO'); + } }services/agent-orchestrator/src/adapters/jobspy-mcp-adapter.ts-41-44 (1)
41-44: Unsafe access toerror.messageon unknown type.Same issue as other adapters - the error type is
unknownin catch blocks.} catch (error) { console.error('❌ JobSpy search failed:', error); - throw new Error(`Job search failed: ${error.message}`); + throw new Error(`Job search failed: ${error instanceof Error ? error.message : String(error)}`); }services/agent-orchestrator/src/adapters/enhanced-greenhouse-adapter.ts-62-71 (1)
62-71: Unsafe access toerror.messageon unknown type.The catch block accesses
error.messagewithout type checking.} catch (error) { - console.error('❌ Enhanced Greenhouse API error:', error.message); + console.error('❌ Enhanced Greenhouse API error:', error instanceof Error ? error.message : error); return { jobs: [],services/agent-orchestrator/src/adapters/wellfound-enhanced-adapter.ts-89-94 (1)
89-94: Unsafe access toerror.messageon unknown type.The
errorin the catch block is of typeunknownin TypeScript. Accessing.messagedirectly will fail in strict mode.} catch (error) { - console.error('❌ Wellfound API error:', error.message); + console.error('❌ Wellfound API error:', error instanceof Error ? error.message : error); // Fallback to web scraping if API fails return await this.fallbackWebScraping(params); }services/agent-orchestrator/src/api/unified-job-search.ts-267-282 (1)
267-282: Stats endpoint doesn't ensure initialization.Unlike
/search-alland/platforms, the/statsendpoint doesn't callapi.initialize(). If accessed before any search,getPlatformStats()might fail or return incorrect data.router.get('/stats', async (req: Request, res: Response) => { try { const api = UnifiedJobSearchAPI.getInstance(); + await api.initialize(); const stats = api.getStats();
🧹 Nitpick comments (39)
services/agent-monitoring-service/requirements.txt (1)
4-4: Consider upgrading to requests 2.32.5 for latest security patches.The latest version of requests is 2.32.5 and is marked as non-vulnerable. Version 2.32.4 is secure, but upgrading to 2.32.5 ensures you receive all recent fixes and improvements. Version 2.32.4 includes CVE-2024-47081 fix for credential leakage from maliciously crafted URLs with trusted environments, and 2.32.5 may include additional patches released after 2.32.4.
Consider updating to
requests==2.32.5to align with the latest stable release and ensure maximum security coverage across your deployment.mcp-servers/tech-talent-server/package.json (1)
1-23: Consider addingenginesandlicensefields.For better maintainability and clarity, consider specifying the Node.js version requirement and license:
{ "name": "tech-talent-mcp-server", "version": "1.0.0", "description": "Unified tech talent MCP server for Hired/Vettery + Built In networks", "main": "dist/index.js", + "engines": { + "node": ">=18.0.0" + }, + "license": "MIT", "scripts": {mcp-servers/tech-talent-server/src/index.ts (2)
168-181: Redundant try/catch aroundPromise.allSettled.
Promise.allSettlednever rejects—it always resolves with the status of each promise. The outer try/catch is unnecessary.- try { - const results = await Promise.allSettled(searchPromises); - - results.forEach((result, index) => { - if (result.status === 'fulfilled') { - allJobs.push(...result.value); - } else { - console.error(`❌ Platform ${params.platforms[index]} search failed:`, result.reason); - } - }); - - } catch (error) { - console.error('❌ Tech talent search error:', error); - } + const results = await Promise.allSettled(searchPromises); + + results.forEach((result, index) => { + if (result.status === 'fulfilled') { + allJobs.push(...result.value); + } else { + console.error(`❌ Platform ${params.platforms[index]} search failed:`, result.reason); + } + });
267-284: Job ID generation could be more robust.Using
Date.now()in a synchronous loop may produce the same timestamp for multiple jobs. While deduplication usescompany+title, consider using a UUID or including a hash for guaranteed uniqueness.services/agent-orchestrator/.env.example (1)
1-37: Optional: Address dotenv-linter formatting suggestions.The static analysis tool suggests reordering SMTP keys and adding a blank line at the end for consistency with dotenv best practices. These are minor style improvements that can be addressed if desired.
Apply this diff to address the formatting suggestions:
# SMTP Configuration (for daily email reports) SMTP_HOST=smtp.gmail.com SMTP_PORT=587 +[email protected] [email protected] SMTP_PASSWORD=your_app_password -[email protected] [email protected] # Apollo API Configuration (optional - for recruiter prospecting) APOLLO_API_KEY=your_apollo_api_key +services/agent-orchestrator/src/adapters/greenhouse-adapter.ts (1)
52-66: Optional: Consider more robust fallback ID generation.Line 54 uses
Date.now()as a fallback ID, which could theoretically produce duplicates if multiple jobs are processed in the same millisecond. Consider using a counter or UUID for more robust ID generation.private transformJobs(greenhouseJobs: any[]): JobResult[] { + let idCounter = 0; return greenhouseJobs.map((job: any) => ({ - id: job.id?.toString() || `greenhouse-${Date.now()}`, + id: job.id?.toString() || `greenhouse-${Date.now()}-${idCounter++}`, title: job.title || 'Unknown Title',test-mcp-integration.js (4)
1-5: LGTM! Clean setup for test configuration.The shebang, axios import, and base URL configuration are straightforward. Consider making
BASE_URLconfigurable via environment variable for flexibility in different test environments.-const BASE_URL = 'http://localhost:8080'; +const BASE_URL = process.env.MCP_BASE_URL || 'http://localhost:8080';
17-27: Add request timeout to prevent indefinite hangs.The axios call lacks a timeout configuration. If the server is unresponsive, this test will hang indefinitely. The related test file (
test-10-platform-integration.js) uses timeouts for some requests.- const response = await axios.get(`${BASE_URL}/health`); + const response = await axios.get(`${BASE_URL}/health`, { timeout: 10000 });
29-39: Add timeout for consistency.Same timeout concern as
testHealthCheck. Consider extracting a configured axios instance with default timeout to avoid repetition.
41-66: Add defensive check for response structure.The code assumes
response.data.resultsis always an array. If the API returns an unexpected structure (e.g., during an error or schema change), this could throw.- if (response.data.results.length > 0) { + if (Array.isArray(response.data.results) && response.data.results.length > 0) {PLATFORM_AUTHENTICATION_MATRIX.md (1)
86-125: Consider adding security note about client secrets.The OAuth examples reference
process.env.GITHUB_CLIENT_IDbut don't includeclient_secret. While this is documentation, it would be helpful to add a note that client secrets must never be exposed in client-side code.mcp-servers/ycombinator-server/src/index.ts (1)
189-199: Regex extraction on raw HTML may produce false positives.
extractEquityandextractSalaryrun regex against the full HTML string, which could match content in unrelated elements (e.g., footer, navigation). Consider extracting from specific text content instead.services/agent-orchestrator/src/adapters/coresignal-adapter.ts (2)
63-77: Potential duplicate IDs when processing multiple jobs.Line 65 uses
Date.now()as fallback ID, which could create duplicate IDs if multiple jobs in the same batch lack an ID (processed within the same millisecond).- id: job.id?.toString() || `coresignal-${Date.now()}`, + id: job.id?.toString() || `coresignal-${Date.now()}-${Math.random().toString(36).slice(2, 9)}`,
88-95: Default return value differs from other mapping methods.
mapDatePostedreturns'30'for both undefined and unknown values, whilemapExperienceLevelreturnsundefinedfor unknown values. If this is intentional (defaulting to 30-day filter), consider adding a comment for clarity.services/agent-orchestrator/src/adapters/tech-talent-adapter.ts (1)
57-84: Platform selection logic has overlapping conditions.Line 70 checks for 'california' which will match both SF and LA, but line 64 already checked for 'sf' and 'bay area'. This creates redundant platform additions.
Refactor for clearer logic:
private selectPlatforms(location?: string): string[] { const platforms = ['hired', 'vettery']; // Always include unified platforms // Add regional Built In platforms based on location if (!location) return platforms; const loc = location.toLowerCase(); - if (loc.includes('san francisco') || loc.includes('sf') || loc.includes('bay area')) { + if (loc.includes('san francisco') || loc.includes('sf') || loc.includes('bay area') || loc.includes('silicon valley')) { platforms.push('builtin-sf'); } - if (loc.includes('new york') || loc.includes('nyc') || loc.includes('ny')) { + else if (loc.includes('new york') || loc.includes('nyc')) { platforms.push('builtin-nyc'); } - if (loc.includes('los angeles') || loc.includes('la') || loc.includes('california')) { + else if (loc.includes('los angeles') || loc.includes('la')) { platforms.push('builtin-la'); } - if (loc.includes('chicago') || loc.includes('illinois')) { + else if (loc.includes('chicago')) { platforms.push('builtin-chicago'); } - if (loc.includes('austin') || loc.includes('texas')) { + else if (loc.includes('austin')) { platforms.push('builtin-austin'); } - if (loc.includes('seattle') || loc.includes('washington')) { + else if (loc.includes('seattle')) { platforms.push('builtin-seattle'); } return platforms; }Note: Using
else ifensures only one Built In platform is selected per location.services/agent-orchestrator/src/adapters/google-talent-adapter.ts (1)
56-65: Error handling could be more robust.Line 57 accesses
error.messagewithout checking iferroris an Error instance.Apply this diff:
} catch (error) { - console.error('❌ Google Talent API error:', error.message); + console.error('❌ Google Talent API error:', error instanceof Error ? error.message : String(error)); return { jobs: [], totalCount: 0, platform: 'google-talent', searchParams: params, timestamp: new Date().toISOString() }; }services/agent-orchestrator/src/test-email.ts (1)
6-54: Well-structured email test utility!The test script has clear logging, appropriate error handling, and helpful troubleshooting guidance. This will be valuable for debugging SMTP configuration issues.
Consider adding process exit codes for automation:
console.log('✅ Test email sent successfully!'); console.log('🎯 Email service is fully functional!'); + process.exit(0); } else { console.log('⚠️ SMTP_TO not configured - skipping test email'); console.log('✅ SMTP connection verified, email service ready!'); + process.exit(0); } } else { console.log('❌ SMTP connection failed'); console.log('🔧 Please check your SMTP configuration in .env file'); + process.exit(1); } } catch (error) { console.error('❌ Email service test failed:', error); console.log('\n🛠️ Troubleshooting tips:'); console.log('1. Verify SMTP credentials in .env file'); console.log('2. Check if your email provider requires app passwords'); console.log('3. Ensure SMTP_HOST and SMTP_PORT are correct'); + process.exit(1); }This allows CI/CD pipelines to detect test failures.
.github/workflows/email-smoke.yml (1)
20-30: Consider adding secret validation step.The workflow now sends email unconditionally without checking if required secrets are configured. If secrets are missing, the error message from the action may be less helpful for debugging.
Add a validation step before sending:
- name: Create test HTML run: | mkdir -p reports cat > reports/daily_report.html <<'HTML' <!doctype html><html><body> <h1>Email Smoke Test</h1> <p>If you can read this, SMTP works.</p> </body></html> HTML + - name: Validate secrets + run: | + if [ -z "${{ secrets.SMTP_HOST }}" ] || [ -z "${{ secrets.SMTP_USERNAME }}" ] || [ -z "${{ secrets.SMTP_PASSWORD }}" ]; then + echo "::error::Missing required SMTP secrets. Please configure SMTP_HOST, SMTP_USERNAME, and SMTP_PASSWORD." + exit 1 + fi - name: Send email uses: dawidd6/action-send-mail@v6deploy-working-solution.sh (1)
165-165: Environment variable export may fail with special characters.The
xargsapproach can break if values contain spaces, quotes, or other special characters (common in passwords).-export $(cat .env.working | grep -v '^#' | xargs) +set -a +source .env.working +set +aThis uses bash's built-in sourcing which handles special characters properly.
services/agent-orchestrator/src/adapters/platform-manager.ts (3)
54-61: Unnecessary try-catch aroundPromise.allSettled.
Promise.allSettlednever rejects—it always resolves with an array of results. The try-catch here is dead code.- try { - await Promise.allSettled(initPromises); - console.log(`✅ Platform Manager initialized with ${this.supportedPlatforms.length} platforms`); - console.log(`🎯 Coverage: JobSpy(4) + Enterprise(3) + Custom MCP(3) = 10 total platforms`); - } catch (error) { - console.error('⚠️ Some MCP servers failed to initialize:', error); - console.log('✅ Continuing with available platforms...'); - } + const results = await Promise.allSettled(initPromises); + const failed = results.filter(r => r.status === 'rejected'); + if (failed.length > 0) { + console.warn(`⚠️ ${failed.length} MCP server(s) failed to initialize`); + failed.forEach((r, i) => console.error(` - Init ${i}:`, (r as PromiseRejectedResult).reason)); + } + console.log(`✅ Platform Manager initialized with ${this.supportedPlatforms.length} platforms`); + console.log(`🎯 Coverage: JobSpy(4) + Enterprise(3) + Custom MCP(3) = 10 total platforms`);
130-139: Failed search results lose platform identity.When a platform search fails, the result is pushed with
platform: 'failed-search', making it impossible to identify which platform failed. Consider preserving the original platform name.} else { console.error(`❌ Platform search ${index} failed:`, result.reason); - // Add empty result to maintain consistency results.push({ jobs: [], totalCount: 0, - platform: 'failed-search', + platform: `failed:${this.getPlatformNameByIndex(index, params.platforms)}`, searchParams: params, - timestamp: new Date().toISOString() + timestamp: new Date().toISOString(), + error: result.reason?.message || 'Unknown error' }); }You'll need to track which platform corresponds to each promise index, or restructure to use named results.
33-38: Empty string fallbacks for API keys may cause silent failures.Passing empty strings to adapters that require API keys may result in unclear runtime errors when those adapters try to authenticate.
Consider validating and logging warnings at construction time:
const googleApiKey = process.env.GOOGLE_TALENT_API_KEY; if (!googleApiKey) { console.warn('⚠️ GOOGLE_TALENT_API_KEY not set - Google Talent searches will fail'); } this.googleTalentAdapter = new GoogleTalentAdapter(googleApiKey || '', ...);services/agent-orchestrator/src/api/working-job-search.ts (1)
173-176: Fragile OAuth forwarding pattern.Mutating
req.urland callingrouter.handle()directly is unconventional and may cause issues with middleware ordering or request state. Consider redirecting or using a dedicated sub-router mount instead.A cleaner approach would be to mount the OAuth router as middleware:
// In initialization or router setup router.use('/auth', (req, res, next) => { initializePlatformManager() .then(() => platformManager.getOAuthManager().getRouter()(req, res, next)) .catch(next); });test-10-platform-integration.js (2)
232-240: Only testing first 5 platforms may miss issues.The comment says "optional" but this could leave half the platforms untested. Consider making this configurable or documenting why only 5 are tested (e.g., rate limits, test duration).
- for (const platformTest of platformTests.slice(0, 5)) { // Test first 5 platforms + const platformsToTest = process.env.TEST_ALL_PLATFORMS === 'true' + ? platformTests + : platformTests.slice(0, 5); + console.log(` Testing ${platformsToTest.length} of ${platformTests.length} platforms`); + for (const platformTest of platformsToTest) {
73-83: Missing timeout on health check request.Other requests in this file have explicit timeouts (e.g., line 114), but health check doesn't. This could cause tests to hang indefinitely if the server is unresponsive.
async function testHealthCheck() { console.log('\n🔍 Testing health check...'); try { - const response = await axios.get(`${BASE_URL}/health`); + const response = await axios.get(`${BASE_URL}/health`, { timeout: 10000 }); console.log('✅ Health check passed:', response.data.status); return true;services/agent-orchestrator/src/adapters/realistic-platform-manager.ts (1)
108-132: Web scraping Y Combinator may be fragile.HTML scraping with selectors like
.job-listing, .startup-job, [data-job]is brittle and will break if the site's markup changes. Consider using their API if available.The Work at a Startup site may have a JSON API endpoint. Consider investigating if one exists to avoid HTML parsing brittleness.
services/agent-orchestrator/src/services/email.service.ts (1)
45-53: Consider adding connection timeout.The transporter doesn't have a connection timeout configured. This could cause indefinite hangs if the SMTP server is unreachable.
this.transporter = nodemailer.createTransport({ host: this.config.host, port: this.config.port, secure: this.config.port === 465, auth: { user: this.config.username, pass: this.config.password - } + }, + connectionTimeout: 30000, // 30 seconds + greetingTimeout: 30000, + socketTimeout: 60000 });services/agent-orchestrator/src/adapters/wellfound-enhanced-adapter.ts (2)
238-247: Placeholder implementation renders fallback ineffective.The
parseJobsFromHTMLmethod is a stub that always returns an empty array, making the web scraping fallback non-functional. Consider either implementing proper parsing with a library likecheerioor removing the fallback path until it's ready.Would you like me to help implement the HTML parsing logic using cheerio, or open an issue to track this?
196-200: Hardcoded default location may be misleading.Returning
'San Francisco, CA'as a fallback when no location data exists could mislead users. Consider using'Location not specified'or similar.private formatLocation(locations: Array<{ name: string }>, remoteOk: boolean): string { const locationNames = locations?.map(l => l.name) || []; if (remoteOk) locationNames.push('Remote'); - return locationNames.join(', ') || 'San Francisco, CA'; + return locationNames.join(', ') || 'Location not specified'; }services/agent-orchestrator/src/api/unified-job-search.ts (2)
136-139: Hardcoded platform count is fragile.The
total_available: 10value is hardcoded in multiple places (lines 33, 138, 296). If platforms are added or removed, these values will become stale. Derive from the platform manager instead.coverage: { platforms: Object.keys(platformStats).length, - total_available: 10 + total_available: this.platformManager.getSupportedPlatforms().length }
204-221: Silent error swallowing in fallback.The catch block at line 214 swallows errors without logging, making debugging difficult.
- } catch { + } catch (error) { + console.error('❌ Fallback results also failed:', error); return { jobs: [], source: 'empty-fallback', message: 'No fallback results available' }; }services/agent-orchestrator/src/adapters/jobspy-mcp-adapter.ts (1)
80-90: Duplicated helper methods across adapters.
extractExperienceLevelandisRemoteare nearly identical acrossjobspy-mcp-adapter.ts,wellfound-enhanced-adapter.ts, andenhanced-greenhouse-adapter.ts. Consider extracting these to a shared utility module.// utils/job-helpers.ts export function extractExperienceLevel(description: string): 'senior' | 'mid' | 'entry' { const desc = description.toLowerCase(); if (desc.includes('senior') || desc.includes('lead') || desc.includes('principal')) return 'senior'; if (desc.includes('junior') || desc.includes('entry') || desc.includes('associate')) return 'entry'; return 'mid'; } export function isRemote(location: string, description: string): boolean { const text = `${location} ${description}`.toLowerCase(); return text.includes('remote') || text.includes('work from home') || text.includes('wfh'); }services/agent-orchestrator/src/adapters/working-platform-manager.ts (1)
229-260: Use proper typing instead ofanyfor status object.The
statusvariable is typed asany(line 230) despite the method having a well-defined return type. Use the return type directly for better type safety.getPlatformStatus(): { [platform: string]: { available: boolean; authType: string; configured: boolean } } { - const status: any = {}; + const status: { [platform: string]: { available: boolean; authType: string; configured: boolean } } = {};services/agent-orchestrator/src/adapters/enhanced-greenhouse-adapter.ts (2)
102-130: Hardcoded company list may become stale.The
knownCompaniesarray (lines 108-111) contains hardcoded company names that may change their Greenhouse board names or switch to different ATS platforms. Consider making this configurable or documenting that this is for demonstration purposes.The rate-limiting approach (searching only 3 companies) is pragmatic but could be made configurable:
constructor(organizationToken?: string, harvestApiKey?: string, options?: { maxPublicBoards?: number }) { this.maxPublicBoards = options?.maxPublicBoards ?? 3; }
225-230: Company name extraction regex may miss edge cases.The regex requires company names to start with an uppercase letter, which could miss companies with lowercase branding (e.g., "eBay", "iPhone team at apple"). The fallback to
'Unknown Company'handles failures gracefully, but consider a more permissive pattern.- private extractCompanyFromContent(content: string): string | undefined { - const companyRegex = /(?:at|@|for)\s+([A-Z][a-zA-Z\s&.,-]+?)(?:\s|,|\.|\n)/; + private extractCompanyFromContent(content: string): string | undefined { + const companyRegex = /(?:at|@|for)\s+([a-zA-Z][a-zA-Z0-9\s&.,-]+?)(?:\s|,|\.|\n)/i;services/agent-orchestrator/src/adapters/advanced-linkedin-adapter.ts (4)
146-158: Align default date filters between guest and authenticated searchesRight now:
- Guest search always sends
f_TPRviamapDatePosted, which defaults to one week ('r604800') even whenparams.datePostedis undefined.- Authenticated search only applies a
timePostedRangefilter whenparams.datePostedis set; otherwise it sends no explicit date filter.This means the two paths can return noticeably different result sets for the same
JobSearchParamswhendatePostedis omitted.If you intend a consistent default (e.g. “last week”), it’s worth applying the same default in both paths. If you intend “no restriction unless explicitly set”, then
mapDatePostedshould probably returnundefinedwhendatePostedis not provided so thatf_TPRis omitted.Also applies to: 205-212, 276-281
331-367: Normalize behavior when no access token is provided
getCompanyInsightsthrows on missingaccessToken:if (!this.accessToken) { throw new Error('Authentication required for company insights'); }whereas
getJobRecommendationslogs a warning and returns an empty array when unauthenticated.For callers, this difference (throw vs. empty result) can be surprising. Consider standardizing on one approach for “requires auth” methods in this adapter (either always throw, or always return a safe empty value and log), or at least documenting the difference clearly in their JSDoc.
4-28: Minor cleanup: unused interfaces and fields
LinkedInSearchResult,LinkedInJob, and thecsrfTokenfield on the class are currently unused. If they’re not part of an imminent follow‑up, removing them will keep the adapter lean and reduce confusion about what’s actually wired up.Also applies to: 34-35
37-43: Clarify rate-limit status semanticsThe rate-limiter logic is reasonable, but
getRateLimitStatusreturns:windowReset: Math.max(0, windowReset - now),which is actually “milliseconds until reset”, even though the name
windowResetsuggests an absolute timestamp.To avoid ambiguity for callers, consider either:
- Renaming the field to something like
windowResetInMs/timeUntilResetMs, or- Returning the absolute reset time (e.g.
new Date(windowReset).toISOString()) and adding a separate “time until reset” if needed.Also applies to: 390-399
| cat > start-mcp-servers.sh << 'EOF' | ||
| #!/bin/bash | ||
|
|
||
| echo "🚀 Starting all MCP servers..." | ||
|
|
||
| # Start JobSpy MCP Server | ||
| cd mcp-servers/jobspy-mcp-server | ||
| node index.js & | ||
| JOBSPY_PID=$! | ||
| echo "✅ JobSpy MCP Server started (PID: $JOBSPY_PID)" | ||
|
|
||
| # Start Y Combinator MCP Server | ||
| cd ../ycombinator-server | ||
| node dist/index.js & | ||
| YC_PID=$! | ||
| echo "✅ Y Combinator MCP Server started (PID: $YC_PID)" | ||
|
|
||
| # Start Tech Talent MCP Server | ||
| cd ../tech-talent-server | ||
| node dist/index.js & | ||
| TECH_PID=$! | ||
| echo "✅ Tech Talent MCP Server started (PID: $TECH_PID)" | ||
|
|
||
| cd ../../ | ||
|
|
||
| echo "" | ||
| echo "🎯 All MCP servers running!" | ||
| echo "JobSpy: PID $JOBSPY_PID" | ||
| echo "Y Combinator: PID $YC_PID" | ||
| echo "Tech Talent: PID $TECH_PID" | ||
|
|
||
| # Save PIDs for cleanup | ||
| echo "$JOBSPY_PID" > .mcp_pids | ||
| echo "$YC_PID" >> .mcp_pids | ||
| echo "$TECH_PID" >> .mcp_pids | ||
|
|
||
| echo "" | ||
| echo "Use 'bash stop-mcp-servers.sh' to stop all servers" | ||
|
|
||
| # Keep script running | ||
| wait | ||
| EOF |
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🧩 Analysis chain
Script executed:
#!/bin/bash
# Find the MCP server implementations and orchestrator code
find . -name "index.js" -o -name "*.js" | grep -E "(mcp|server)" | head -20Repository: groupthinking/AJOB4AGENT
<shell_result>
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stdout:
./test-mcp-integration.js
</shell_result>
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#!/bin/bash
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rg -i "stdio" --type js --type ts -n -C 3Repository: groupthinking/AJOB4AGENT
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stdout:
services/agent-orchestrator/src/adapters/tech-talent-adapter.ts-9- this.serverPath = serverPath;
services/agent-orchestrator/src/adapters/tech-talent-adapter.ts-10- this.client = new MCPClient({
services/agent-orchestrator/src/adapters/tech-talent-adapter.ts-11- transport: {
services/agent-orchestrator/src/adapters/tech-talent-adapter.ts:12: type: 'stdio',
services/agent-orchestrator/src/adapters/tech-talent-adapter.ts-13- command: 'node',
services/agent-orchestrator/src/adapters/tech-talent-adapter.ts-14- args: [serverPath]
services/agent-orchestrator/src/adapters/tech-talent-adapter.ts-15- }
--
services/agent-orchestrator/src/adapters/ycombinator-adapter.ts-9- this.serverPath = serverPath;
services/agent-orchestrator/src/adapters/ycombinator-adapter.ts-10- this.client = new MCPClient({
services/agent-orchestrator/src/adapters/ycombinator-adapter.ts-11- transport: {
services/agent-orchestrator/src/adapters/ycombinator-adapter.ts:12: type: 'stdio',
services/agent-orchestrator/src/adapters/ycombinator-adapter.ts-13- command: 'node',
services/agent-orchestrator/src/adapters/ycombinator-adapter.ts-14- args: [serverPath]
services/agent-orchestrator/src/adapters/ycombinator-adapter.ts-15- }
--
mcp-servers/ycombinator-server/src/index.ts-1-#!/usr/bin/env node
mcp-servers/ycombinator-server/src/index.ts-2-
mcp-servers/ycombinator-server/src/index.ts-3-import { Server } from '@modelcontextprotocol/server/node';
mcp-servers/ycombinator-server/src/index.ts:4:import { StdioServerTransport } from '@modelcontextprotocol/server/stdio';
mcp-servers/ycombinator-server/src/index.ts-5-import {
mcp-servers/ycombinator-server/src/index.ts-6- CallToolRequestSchema,
mcp-servers/ycombinator-server/src/index.ts-7- ListToolsRequestSchema,
--
mcp-servers/ycombinator-server/src/index.ts-211- }
mcp-servers/ycombinator-server/src/index.ts-212-
mcp-servers/ycombinator-server/src/index.ts-213- async run(): Promise<void> {
mcp-servers/ycombinator-server/src/index.ts:214: const transport = new StdioServerTransport();
mcp-servers/ycombinator-server/src/index.ts-215- await this.server.connect(transport);
mcp-servers/ycombinator-server/src/index.ts:216: console.error('✅ Y Combinator MCP server running on stdio');
mcp-servers/ycombinator-server/src/index.ts-217- }
mcp-servers/ycombinator-server/src/index.ts-218-}
mcp-servers/ycombinator-server/src/index.ts-219-
--
mcp-servers/tech-talent-server/src/index.ts-1-#!/usr/bin/env node
mcp-servers/tech-talent-server/src/index.ts-2-
mcp-servers/tech-talent-server/src/index.ts-3-import { Server } from '@modelcontextprotocol/server/node';
mcp-servers/tech-talent-server/src/index.ts:4:import { StdioServerTransport } from '@modelcontextprotocol/server/stdio';
mcp-servers/tech-talent-server/src/index.ts-5-import {
mcp-servers/tech-talent-server/src/index.ts-6- CallToolRequestSchema,
mcp-servers/tech-talent-server/src/index.ts-7- ListToolsRequestSchema,
--
mcp-servers/tech-talent-server/src/index.ts-383- }
mcp-servers/tech-talent-server/src/index.ts-384-
mcp-servers/tech-talent-server/src/index.ts-385- async run(): Promise<void> {
mcp-servers/tech-talent-server/src/index.ts:386: const transport = new StdioServerTransport();
mcp-servers/tech-talent-server/src/index.ts-387- await this.server.connect(transport);
mcp-servers/tech-talent-server/src/index.ts:388: console.error('✅ Tech Talent Unified MCP server running on stdio');
mcp-servers/tech-talent-server/src/index.ts-389- }
mcp-servers/tech-talent-server/src/index.ts-390-}
mcp-servers/tech-talent-server/src/index.ts-391-
</shell_result>
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#!/bin/bash
# Find the orchestrator/agent startup script
find . -name "start-ajob4agent.sh" -o -name "*orchestrator*" -o -name "*agent*" | grep -E "\.(sh|js|ts)$"Repository: groupthinking/AJOB4AGENT
<shell_result>
Repository: groupthinking/AJOB4AGENT
Exit code: 0
stdout:
./services/agent-orchestrator/src/apply-agents/agent.factory.ts
./services/agent-orchestrator/src/apply-agents/agent.interface.ts
./services/agent-orchestrator/src/apply-agents/glassdoor.agent.ts
./services/agent-orchestrator/src/apply-agents/linkedin.agent.ts
./services/agent-orchestrator/src/apply-agents/wellfound.agent.ts
</shell_result>
Script executed:
#!/bin/bash
# Find JobSpy MCP server implementation
find . -path "*/jobspy*" -name "index.js" -o -path "*/jobspy*" -name "*.ts" | head -10Repository: groupthinking/AJOB4AGENT
<shell_result>
Repository: groupthinking/AJOB4AGENT
Exit code: 0
stdout:
./services/agent-orchestrator/src/adapters/jobspy-mcp-adapter.ts
</shell_result>
Script executed:
#!/bin/bash
# Search for jobspy server files
rg -i "jobspy" --type js --type ts -n -C 2 | head -50Repository: groupthinking/AJOB4AGENT
<shell_result>
Repository: groupthinking/AJOB4AGENT
Exit code: 0
stdout:
test-10-platform-integration.js-258-
test-10-platform-integration.js-259- console.log('\n📈 Platform Coverage Achieved:');
test-10-platform-integration.js:260: console.log(' • Tier 1 - JobSpy MCP: 4 platforms (Indeed, LinkedIn, Glassdoor, ZipRecruiter)');
test-10-platform-integration.js-261- console.log(' • Tier 2 - Enterprise APIs: 3 platforms (Greenhouse, Google Talent, Coresignal)');
test-10-platform-integration.js-262- console.log(' • Tier 3 - Custom MCP: 3 platforms (Y Combinator, Wellfound, Tech Talent)');
--
services/agent-orchestrator/src/adapters/platform-manager.ts:1:import { JobSpyMCPAdapter } from './jobspy-mcp-adapter';
services/agent-orchestrator/src/adapters/platform-manager.ts-2-import { GreenhouseAdapter } from './greenhouse-adapter';
services/agent-orchestrator/src/adapters/platform-manager.ts-3-import { GoogleTalentAdapter } from './google-talent-adapter';
--
services/agent-orchestrator/src/adapters/platform-manager.ts-9-
services/agent-orchestrator/src/adapters/platform-manager.ts-10-export class PlatformManager {
services/agent-orchestrator/src/adapters/platform-manager.ts:11: private jobSpyAdapter: JobSpyMCPAdapter;
services/agent-orchestrator/src/adapters/platform-manager.ts-12- private greenhouseAdapter: GreenhouseAdapter;
services/agent-orchestrator/src/adapters/platform-manager.ts-13- private googleTalentAdapter: GoogleTalentAdapter;
--
services/agent-orchestrator/src/adapters/platform-manager.ts-18-
services/agent-orchestrator/src/adapters/platform-manager.ts-19- private supportedPlatforms: string[] = [
services/agent-orchestrator/src/adapters/platform-manager.ts:20: // JobSpy MCP platforms (4) - Tier 1
services/agent-orchestrator/src/adapters/platform-manager.ts-21- 'indeed', 'linkedin', 'glassdoor', 'ziprecruiter',
services/agent-orchestrator/src/adapters/platform-manager.ts-22- // Enterprise API platforms (3) - Tier 2
--
services/agent-orchestrator/src/adapters/platform-manager.ts-27-
services/agent-orchestrator/src/adapters/platform-manager.ts-28- constructor() {
services/agent-orchestrator/src/adapters/platform-manager.ts:29: // Tier 1: JobSpy MCP (4 platforms)
services/agent-orchestrator/src/adapters/platform-manager.ts:30: this.jobSpyAdapter = new JobSpyMCPAdapter();
services/agent-orchestrator/src/adapters/platform-manager.ts-31-
services/agent-orchestrator/src/adapters/platform-manager.ts-32- // Tier 2: Enterprise APIs (3 platforms)
--
services/agent-orchestrator/src/adapters/platform-manager.ts-47- // Initialize all MCP servers following Anthropic's parallel initialization pattern
services/agent-orchestrator/src/adapters/platform-manager.ts-48- const initPromises = [
services/agent-orchestrator/src/adapters/platform-manager.ts:49: this.jobSpyAdapter.initialize(),
services/agent-orchestrator/src/adapters/platform-manager.ts-50- this.ycombinatorAdapter.initialize(),
services/agent-orchestrator/src/adapters/platform-manager.ts-51- this.techTalentAdapter.initialize()
--
services/agent-orchestrator/src/adapters/platform-manager.ts-55- await Promise.allSettled(initPromises);
services/agent-orchestrator/src/adapters/platform-manager.ts-56- console.log(`✅ Platform Manager initialized with ${this.supportedPlatforms.length} platforms`);
services/agent-orchestrator/src/adapters/platform-manager.ts:57: console.log(`🎯 Coverage: JobSpy(4) + Enterprise(3) + Custom MCP(3) = 10 total platforms`);
services/agent-orchestrator/src/adapters/platform-manager.ts-58- } catch (error) {
services/agent-orchestrator/src/adapters/platform-manager.ts-59- console.error('⚠️ Some MCP servers failed to initialize:', error);
--
services/agent-orchestrator/src/adapters/platform-manager.ts-68- const searchPromises: Promise<JobSearchResponse>[] = [];
services/agent-orchestrator/src/adapters/platform-manager.ts-69-
services/agent-orchestrator/src/adapters/platform-manager.ts:70: // Phase 1: JobSpy platforms (4 core platforms)
services/agent-orchestrator/src/adapters/platform-manager.ts:71: const jobSpyPlatforms = params.platforms.filter(p =>
services/agent-orchestrator/src/adapters/platform-manager.ts-72- ['indeed', 'linkedin', 'glassdoor', 'ziprecruiter'].includes(p)
services/agent-orchestrator/src/adapters/platform-manager.ts-73- );
services/agent-orchestrator/src/adapters/platform-manager.ts-74-
services/agent-orchestrator/src/adapters/platform-manager.ts:75: if (jobSpyPlatforms.length > 0) {
services/agent-orchestrator/src/adapters/platform-manager.ts:76: const jobSpyParams = { ...params, platforms: jobSpyPlatforms };
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#!/bin/bash
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<shell_result>
Repository: groupthinking/AJOB4AGENT
Exit code: 0
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Script executed:
#!/bin/bash
# Look at how adapters/clients actually spawn the servers
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Repository: groupthinking/AJOB4AGENT
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#!/bin/bash
# Read the JobSpy adapter implementation
cat -n services/agent-orchestrator/src/adapters/jobspy-mcp-adapter.tsRepository: groupthinking/AJOB4AGENT
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Exit code: 0
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1 import { MCPClient } from '@modelcontextprotocol/client';
2 import { JobSearchParams, JobResult, JobSearchResponse } from '../types/job-search';
3
4 export class JobSpyMCPAdapter {
5 private client: MCPClient;
6 private serverUrl: string;
7
8 constructor(serverUrl: string = 'http://localhost:9423') {
9 this.serverUrl = serverUrl;
10 this.client = new MCPClient({
11 transport: {
12 type: 'http',
13 url: serverUrl
14 }
15 });
16 }
17
18 async initialize(): Promise<void> {
19 try {
20 await this.client.connect();
21 console.log('✅ JobSpy MCP Server connected');
22 } catch (error) {
23 console.error('❌ Failed to connect to JobSpy MCP Server:', error);
24 throw error;
25 }
26 }
27
28 async searchJobs(params: JobSearchParams): Promise<JobSearchResponse> {
29 try {
30 const response = await this.client.callTool('search_jobs', {
31 search_term: params.searchTerm,
32 location: params.location,
33 site_names: params.platforms.join(','),
34 results_wanted: 50,
35 hours_old: this.mapDatePosted(params.datePosted),
36 country_indeed: 'USA',
37 offset: 0
38 });
39
40 return this.transformResponse(response, params);
41 } catch (error) {
42 console.error('❌ JobSpy search failed:', error);
43 throw new Error(`Job search failed: ${error.message}`);
44 }
45 }
46
47 private mapDatePosted(datePosted?: string): number {
48 switch (datePosted) {
49 case 'today': return 24;
50 case 'week': return 168;
51 case 'month': return 720;
52 default: return 720; // Default to month
53 }
54 }
55
56 private transformResponse(response: any, params: JobSearchParams): JobSearchResponse {
57 const jobs: JobResult[] = response.jobs?.map((job: any) => ({
58 id: job.id || `${job.title}-${job.company}-${Date.now()}`,
59 title: job.title,
60 company: job.company,
61 location: job.location,
62 description: job.description,
63 salary: job.compensation,
64 url: job.job_url,
65 platform: job.site,
66 datePosted: job.date_posted,
67 experienceLevel: this.extractExperienceLevel(job.description),
68 remote: this.isRemote(job.location, job.description)
69 })) || [];
70
71 return {
72 jobs,
73 totalCount: jobs.length,
74 platform: 'jobspy-aggregator',
75 searchParams: params,
76 timestamp: new Date().toISOString()
77 };
78 }
79
80 private extractExperienceLevel(description: string): string {
81 const desc = description.toLowerCase();
82 if (desc.includes('senior') || desc.includes('lead') || desc.includes('principal')) return 'senior';
83 if (desc.includes('junior') || desc.includes('entry') || desc.includes('associate')) return 'entry';
84 return 'mid';
85 }
86
87 private isRemote(location: string, description: string): boolean {
88 const text = `${location} ${description}`.toLowerCase();
89 return text.includes('remote') || text.includes('work from home') || text.includes('wfh');
90 }
91
92 async disconnect(): Promise<void> {
93 await this.client.disconnect();
94 }
95 }
</shell_result>
Script executed:
#!/bin/bash
# Read the Y Combinator adapter for comparison
cat -n services/agent-orchestrator/src/adapters/ycombinator-adapter.tsRepository: groupthinking/AJOB4AGENT
<shell_result>
Repository: groupthinking/AJOB4AGENT
Exit code: 0
stdout:
1 import { MCPClient } from '@modelcontextprotocol/client';
2 import { JobSearchParams, JobResult, JobSearchResponse } from '../types/job-search';
3
4 export class YCombinatorAdapter {
5 private client: MCPClient;
6 private serverPath: string;
7
8 constructor(serverPath: string = '/Users/garvey/Documents/GitHub/AJOB4AGENT/mcp-servers/ycombinator-server/dist/index.js') {
9 this.serverPath = serverPath;
10 this.client = new MCPClient({
11 transport: {
12 type: 'stdio',
13 command: 'node',
14 args: [serverPath]
15 }
16 });
17 }
18
19 async initialize(): Promise<void> {
20 try {
21 await this.client.connect();
22 console.log('✅ Y Combinator MCP Server connected');
23 } catch (error) {
24 console.error('❌ Failed to connect to Y Combinator MCP Server:', error);
25 throw error;
26 }
27 }
28
29 async searchJobs(params: JobSearchParams): Promise<JobSearchResponse> {
30 try {
31 const response = await this.client.callTool('search_yc_jobs', {
32 query: params.searchTerm,
33 location: params.location,
34 experience_level: params.experienceLevel,
35 remote_ok: params.remoteOnly,
36 limit: 50
37 });
38
39 return this.transformResponse(response, params);
40 } catch (error) {
41 console.error('❌ Y Combinator search failed:', error);
42 return {
43 jobs: [],
44 totalCount: 0,
45 platform: 'ycombinator',
46 searchParams: params,
47 timestamp: new Date().toISOString()
48 };
49 }
50 }
51
52 private transformResponse(response: any, params: JobSearchParams): JobSearchResponse {
53 let parsedData;
54
55 try {
56 // Parse the response from MCP server
57 const content = response.content?.[0]?.text;
58 parsedData = typeof content === 'string' ? JSON.parse(content) : response;
59 } catch (error) {
60 console.error('❌ Failed to parse Y Combinator response:', error);
61 return {
62 jobs: [],
63 totalCount: 0,
64 platform: 'ycombinator',
65 searchParams: params,
66 timestamp: new Date().toISOString()
67 };
68 }
69
70 const jobs: JobResult[] = (parsedData.jobs || []).map((job: any) => ({
71 id: job.id || `yc-${Date.now()}`,
72 title: job.title,
73 company: job.company,
74 location: job.location,
75 description: job.description,
76 salary: job.salary || job.equity ? `${job.salary || 'Equity:'} ${job.equity || ''}`.trim() : undefined,
77 url: job.url,
78 platform: 'ycombinator',
79 datePosted: job.posted_date,
80 experienceLevel: job.experience_level,
81 remote: job.remote,
82 // Add YC-specific metadata
83 metadata: {
84 batch: job.batch,
85 equity: job.equity,
86 startup_type: 'ycombinator'
87 }
88 }));
89
90 return {
91 jobs,
92 totalCount: parsedData.total_count || jobs.length,
93 platform: 'ycombinator',
94 searchParams: params,
95 timestamp: new Date().toISOString()
96 };
97 }
98
99 async disconnect(): Promise<void> {
100 await this.client.disconnect();
101 }
102 }
</shell_result>
Script executed:
#!/bin/bash
# Check where start-mcp-servers.sh is called from
rg "start-mcp-servers" -nRepository: groupthinking/AJOB4AGENT
<shell_result>
Repository: groupthinking/AJOB4AGENT
Exit code: 0
stdout:
deploy-10-platform-integration.sh:130:cat > start-mcp-servers.sh << 'EOF'
deploy-10-platform-integration.sh:201:bash start-mcp-servers.sh &
deploy-10-platform-integration.sh:260:chmod +x start-mcp-servers.sh
</shell_result>
Script executed:
#!/bin/bash
# Find the deployment/startup scripts
find . -name "deploy*.sh" -o -name "start*.sh" | head -20Repository: groupthinking/AJOB4AGENT
<shell_result>
Repository: groupthinking/AJOB4AGENT
Exit code: 0
stdout:
./deploy-10-platform-integration.sh
./deploy-working-solution.sh
./scripts/deploy.sh
</shell_result>
Script executed:
#!/bin/bash
# Read the deploy-10-platform-integration.sh to see full context
cat -n deploy-10-platform-integration.sh | sed -n '1,50p'Repository: groupthinking/AJOB4AGENT
<shell_result>
Repository: groupthinking/AJOB4AGENT
Exit code: 0
stdout:
1 #!/bin/bash
2
3 echo "🚀 Deploying 10-Platform MCP Integration for AJOB4AGENT"
4 echo "======================================================="
5
6 # Check prerequisites
7 echo "📋 Checking prerequisites..."
8
9 # Check Node.js version
10 if ! command -v node &> /dev/null; then
11 echo "❌ Node.js not found. Please install Node.js 18+"
12 exit 1
13 fi
14
15 NODE_VERSION=$(node -v | cut -d'.' -f1 | sed 's/v//')
16 if [ "$NODE_VERSION" -lt 18 ]; then
17 echo "❌ Node.js 18+ required. Current version: $(node -v)"
18 exit 1
19 fi
20 echo "✅ Node.js $(node -v) found"
21
22 # Check Python version
23 if ! command -v python3 &> /dev/null; then
24 echo "❌ Python 3 not found. Please install Python 3.8+"
25 exit 1
26 fi
27 echo "✅ Python $(python3 --version) found"
28
29 # Setup environment
30 echo ""
31 echo "🔧 Setting up environment..."
32
33 # Update .env with new platform configurations
34 echo "
35 # 10-Platform MCP Integration
36 MCP_JOBSPY_PORT=9423
37 MCP_JOBSPY_HOST=localhost
38 MCP_YCOMBINATOR_PORT=9424
39 MCP_TECH_TALENT_PORT=9425
40
41 # API Keys (configure these)
42 GREENHOUSE_API_KEY=your_greenhouse_key_here
43 GOOGLE_TALENT_API_KEY=your_google_talent_key_here
44 GOOGLE_PROJECT_ID=ajob4agent-project
45 CORESIGNAL_API_KEY=your_coresignal_key_here
46 WELLFOUND_ACCESS_TOKEN=your_wellfound_token_here
47
48 # Platform Features
49 ENABLE_JOBSPY_MCP=true
50 ENABLE_ENTERPRISE_APIS=true
</shell_result>
Script executed:
#!/bin/bash
# Check if there's documentation about how to run the orchestrator
find . -name "README*" -o -name "*SETUP*" -o -name "*INSTALL*" | grep -v node_modulesRepository: groupthinking/AJOB4AGENT
<shell_result>
Repository: groupthinking/AJOB4AGENT
Exit code: 0
stdout:
./README.md
./SMTP_SETUP.md
./docs/api/README.md
./services/dashboard-service/README.md
./GITHUB_ACTIONS_SETUP.md
./QUICK_SETUP.md
</shell_result>
Script executed:
#!/bin/bash
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find . -name "start-ajob4agent.sh" -o -name "start.sh" | grep -v node_modulesRepository: groupthinking/AJOB4AGENT
<shell_result>
Repository: groupthinking/AJOB4AGENT
Exit code: 1
</shell_result>
Script executed:
#!/bin/bash
# Check if there's a JobSpy HTTP server in mcp-servers
ls -la mcp-servers/Repository: groupthinking/AJOB4AGENT
<shell_result>
Repository: groupthinking/AJOB4AGENT
Exit code: 0
stdout:
total 0
drwxr-xr-x 4 jailuser jailuser 80 Nov 26 20:25 .
drwxr-xr-x 16 jailuser jailuser 820 Nov 26 20:27 ..
drwxr-xr-x 3 jailuser jailuser 100 Nov 26 20:25 tech-talent-server
drwxr-xr-x 3 jailuser jailuser 100 Nov 26 20:25 ycombinator-server
</shell_result>
Script executed:
#!/bin/bash
# Search for how the orchestrator starts in documentation
rg -n "start.*orchestrator\|orchestrator.*start\|npm run" README.md QUICK_SETUP.md 2>/dev/null | head -20Repository: groupthinking/AJOB4AGENT
<shell_result>
Repository: groupthinking/AJOB4AGENT
Exit code: 0
</shell_result>
Script executed:
#!/bin/bash
# Read lines 195-270 of deploy-10-platform-integration.sh to see orchestrator startup
sed -n '195,270p' deploy-10-platform-integration.shRepository: groupthinking/AJOB4AGENT
<shell_result>
Repository: groupthinking/AJOB4AGENT
Exit code: 0
stdout:
#!/bin/bash
echo "🚀 Starting AJOB4AGENT with 10-Platform Integration"
echo "=================================================="
# Start MCP servers in background
bash start-mcp-servers.sh &
MCP_SCRIPT_PID=$!
# Wait for MCP servers to initialize
echo "⏳ Waiting for MCP servers to initialize..."
sleep 5
# Start Agent Orchestrator
echo "🎯 Starting Agent Orchestrator..."
cd services/agent-orchestrator
npm start &
ORCHESTRATOR_PID=$!
echo ""
echo "✅ AJOB4AGENT is running!"
echo "📊 Agent Orchestrator: http://localhost:8080"
echo "🔍 Unified Search API: http://localhost:8080/api/unified/search-all"
echo "📈 Platform Stats: http://localhost:8080/api/unified/stats"
echo "📋 Available Platforms: http://localhost:8080/api/unified/platforms"
echo ""
echo "🎯 10-Platform Coverage:"
echo " Tier 1 - JobSpy MCP: Indeed, LinkedIn, Glassdoor, ZipRecruiter"
echo " Tier 2 - Enterprise APIs: Greenhouse, Google Talent, Coresignal"
echo " Tier 3 - Custom MCP: Y Combinator, Wellfound, Tech Talent Unified"
# Save main PID
echo "$ORCHESTRATOR_PID" > .orchestrator_pid
echo ""
echo "Use 'bash stop-ajob4agent.sh' to stop all services"
# Keep running
wait
EOF
# Create stop script
cat > stop-ajob4agent.sh << 'EOF'
#!/bin/bash
echo "🛑 Stopping AJOB4AGENT..."
# Stop orchestrator
if [ -f .orchestrator_pid ]; then
ORCHESTRATOR_PID=$(cat .orchestrator_pid)
if kill -0 "$ORCHESTRATOR_PID" 2>/dev/null; then
kill "$ORCHESTRATOR_PID"
echo "✅ Stopped Agent Orchestrator"
fi
rm .orchestrator_pid
fi
# Stop MCP servers
bash stop-mcp-servers.sh
echo "✅ AJOB4AGENT stopped"
EOF
# Make scripts executable
chmod +x start-mcp-servers.sh
chmod +x stop-mcp-servers.sh
chmod +x start-ajob4agent.sh
chmod +x stop-ajob4agent.sh
echo "✅ Startup scripts created"
# Final validation
echo ""
echo "🧪 Running deployment validation..."
cd services/agent-orchestrator
</shell_result>
Script executed:
#!/bin/bash
# Verify: check if jobspy-mcp-server exists in mcp-servers or is external
find . -name "*jobspy*" -type f | grep -v node_modules | head -20Repository: groupthinking/AJOB4AGENT
<shell_result>
Repository: groupthinking/AJOB4AGENT
Exit code: 0
stdout:
./services/agent-orchestrator/src/adapters/jobspy-mcp-adapter.ts
</shell_result>
Script executed:
#!/bin/bash
# Check if there's a jobspy-mcp-server directory mentioned in deploy script
grep -n "jobspy" deploy-10-platform-integration.sh | head -10Repository: groupthinking/AJOB4AGENT
<shell_result>
Repository: groupthinking/AJOB4AGENT
Exit code: 0
stdout:
90:if [ ! -d "jobspy-mcp-server" ]; then
91: git clone https://github.com/borgius/jobspy-mcp-server.git
92: cd jobspy-mcp-server
94: pip3 install jobspy
96: cd jobspy-mcp-server
136:cd mcp-servers/jobspy-mcp-server
281: "dist/adapters/jobspy-mcp-adapter.js"
</shell_result>
Script executed:
#!/bin/bash
# Read the actual start-mcp-servers.sh section more carefully (lines 130-171)
sed -n '130,171p' deploy-10-platform-integration.shRepository: groupthinking/AJOB4AGENT
<shell_result>
Repository: groupthinking/AJOB4AGENT
Exit code: 0
stdout:
cat > start-mcp-servers.sh << 'EOF'
#!/bin/bash
echo "🚀 Starting all MCP servers..."
# Start JobSpy MCP Server
cd mcp-servers/jobspy-mcp-server
node index.js &
JOBSPY_PID=$!
echo "✅ JobSpy MCP Server started (PID: $JOBSPY_PID)"
# Start Y Combinator MCP Server
cd ../ycombinator-server
node dist/index.js &
YC_PID=$!
echo "✅ Y Combinator MCP Server started (PID: $YC_PID)"
# Start Tech Talent MCP Server
cd ../tech-talent-server
node dist/index.js &
TECH_PID=$!
echo "✅ Tech Talent MCP Server started (PID: $TECH_PID)"
cd ../../
echo ""
echo "🎯 All MCP servers running!"
echo "JobSpy: PID $JOBSPY_PID"
echo "Y Combinator: PID $YC_PID"
echo "Tech Talent: PID $TECH_PID"
# Save PIDs for cleanup
echo "$JOBSPY_PID" > .mcp_pids
echo "$YC_PID" >> .mcp_pids
echo "$TECH_PID" >> .mcp_pids
echo ""
echo "Use 'bash stop-mcp-servers.sh' to stop all servers"
# Keep script running
wait
EOF
</shell_result>
Script executed:
#!/bin/bash
# Verify if there are any explicit warnings or comments in the server code about stdio
rg -n "stdio\|background\|spawn\|wait" mcp-servers/ycombinator-server/src/ mcp-servers/tech-talent-server/src/ --type ts -C 2 | head -40Repository: groupthinking/AJOB4AGENT
<shell_result>
Repository: groupthinking/AJOB4AGENT
Exit code: 0
</shell_result>
Backgrounding stdio-based MCP servers breaks the client-server communication pattern used by the orchestrator.
The adapters for Y Combinator and Tech Talent MCP servers are configured with stdio transport (verified in ycombinator-adapter.ts and tech-talent-adapter.ts), which means MCPClient spawns them as child processes when connect() is called, maintaining live stdin/stdout pipes for communication. Pre-backgrounding these servers in start-mcp-servers.sh (lines 138, 140) with & conflicts with this design: when backgrounded, the stdio pipes become inaccessible to the MCPClient, causing connection failures. The orchestrator's adapters will attempt to spawn these servers again during initialization, resulting in either duplicate processes or broken connections.
JobSpy uses HTTP transport (adapter expects localhost:9423) and may legitimately need separate startup. However, Y Combinator and Tech Talent servers should only be spawned by their respective adapters via MCPClient, not pre-backgrounded in this script. Remove the pre-spawning of stdio-based servers and let MCPClient manage their lifecycle.
| "dependencies": { | ||
| "@modelcontextprotocol/server": "^1.0.0", | ||
| "axios": "^1.6.0", | ||
| "cheerio": "^1.0.0", | ||
| "zod": "^3.22.0" | ||
| }, |
There was a problem hiding this comment.
🧩 Analysis chain
Script executed:
#!/bin/bash
# Description: Verify npm package versions exist and are valid
echo "=== Checking @modelcontextprotocol/server ==="
npm view @modelcontextprotocol/server versions --json 2>/dev/null | jq -r '.[]' | grep "^1\." | head -10 || echo "Failed to fetch versions"
echo -e "\n=== Checking latest @modelcontextprotocol/server ==="
npm view @modelcontextprotocol/server version 2>/dev/null || echo "Failed to fetch latest version"
echo -e "\n=== Checking axios@^1.6.0 ==="
npm view axios version 2>/dev/null || echo "Failed to fetch version"
echo -e "\n=== Checking cheerio@^1.0.0 ==="
npm view cheerio version 2>/dev/null || echo "Failed to fetch version"
echo -e "\n=== Checking zod@^3.22.0 ==="
npm view zod version 2>/dev/null || echo "Failed to fetch version"
echo -e "\n=== Verifying specific versions exist ==="
npm view [email protected] version 2>/dev/null && echo "[email protected] exists" || echo "[email protected] not found"
npm view [email protected] version 2>/dev/null && echo "[email protected] exists" || echo "[email protected] not found"
npm view [email protected] version 2>/dev/null && echo "[email protected] exists" || echo "[email protected] not found"Repository: groupthinking/AJOB4AGENT
<shell_result>
Repository: groupthinking/AJOB4AGENT
Exit code: 0
stdout:
=== Checking @modelcontextprotocol/server ===
=== Checking latest @modelcontextprotocol/server ===
Failed to fetch latest version
=== Checking axios@^1.6.0 ===
1.13.2
=== Checking cheerio@^1.0.0 ===
1.1.2
=== Checking zod@^3.22.0 ===
4.1.13
=== Verifying specific versions exist ===
1.6.0
[email protected] exists
1.0.0
[email protected] exists
3.22.0
[email protected] exists
</shell_result>
Script executed:
#!/bin/bash
# Description: Verify @modelcontextprotocol/server package existence
echo "=== Searching for @modelcontextprotocol/server ==="
npm search @modelcontextprotocol/server --json 2>/dev/null | head -50 || echo "Search failed"
echo -e "\n=== Trying to view package info ==="
npm view @modelcontextprotocol/server 2>&1 | head -20 || echo "View failed"
echo -e "\n=== Checking npm registry directly for @modelcontextprotocol packages ==="
npm view @modelcontextprotocol 2>&1 | head -20 || echo "Failed"Repository: groupthinking/AJOB4AGENT
<shell_result>
Repository: groupthinking/AJOB4AGENT
Exit code: 0
stdout:
=== Searching for @modelcontextprotocol/server ===
[
{"name":"ref-tools-mcp","keywords":[],"version":"3.0.3","description":"ModelContextProtocol server for Ref","sanitized_name":"ref-tools-mcp","publisher":{"email":"[email protected]","actor":{"name":"mjd","type":"user","email":"[email protected]"},"username":"mjd"},"maintainers":[{"email":"[email protected]","username":"mjd"}],"date":"2025-11-04T16:01:14.094Z","links":{"npm":"https://www.npmjs.com/package/ref-tools-mcp"}}
,
{"name":"figma-mcp","keywords":[],"version":"0.1.4","description":"ModelContextProtocol server for Figma","sanitized_name":"figma-mcp","publisher":{"email":"[email protected]","username":"mjd"},"maintainers":[{"email":"[email protected]","username":"mjd"}],"date":"2025-05-04T19:02:45.074Z","links":{"npm":"https://www.npmjs.com/package/figma-mcp"}}
,
{"name":"puppeteer-mcp-server","keywords":[],"version":"0.7.2","description":"Experimental MCP server for browser automation using Puppeteer (inspired by @modelcontextprotocol/server-puppeteer)","sanitized_name":"puppeteer-mcp-server","publisher":{"email":"[email protected]","username":"merajmehrabi"},"maintainers":[{"email":"[email protected]","username":"merajmehrabi"}],"license":"MIT","date":"2025-03-14T00:18:54.179Z","links":{"homepage":"https://github.com/merajmehrabi/puppeteer-mcp-server","repository":"git+https://github.com/merajmehrabi/puppeteer-mcp-server.git","bugs":"https://github.com/merajmehrabi/puppeteer-mcp-server/issues","npm":"https://www.npmjs.com/package/puppeteer-mcp-server"}}
,
{"name":"@hisma/server-puppeteer","keywords":["mcp","puppeteer","hisma"],"version":"0.6.5","description":"Fork and update (v0.6.5) of the original @modelcontextprotocol/server-puppeteer MCP server for browser automation using Puppeteer.","sanitized_name":"@hisma/server-puppeteer","publisher":{"actor":{"name":"hisma","type":"user","email":"[email protected]"},"email":"[email protected]","username":"hisma"},"maintainers":[{"email":"[email protected]","username":"hisma"}],"license":"MIT","date":"2025-06-28T08:08:01.028Z","links":{"homepage":"https://github.com/Hisma/servers-archived/tree/main/src/puppeteer","repository":"git+https://github.com/Hisma/servers-archived.git","bugs":"https://github.com/Hisma/servers-archived/issues","npm":"https://www.npmjs.com/package/@hisma/server-puppeteer"}}
,
{"name":"onestep-puppeteer-mcp-server","keywords":[],"version":"0.5.1","description":"Experimental MCP server for browser automation using Puppeteer (inspired by @modelcontextprotocol/server-puppeteer)","sanitized_name":"onestep-puppeteer-mcp-server","publisher":{"email":"[email protected]","username":"fzhao123"},"maintainers":[{"email":"[email protected]","username":"fzhao123"}],"license":"MIT","date":"2025-11-24T07:30:22.498Z","links":{"homepage":"https://github.com/merajmehrabi/puppeteer-mcp-server","repository":"git+https://github.com/merajmehrabi/puppeteer-mcp-server.git","bugs":"https://github.com/merajmehrabi/puppeteer-mcp-server/issues","npm":"https://www.npmjs.com/package/onestep-puppeteer-mcp-server"}}
,
{"name":"xcodebuildmcp","keywords":["xcodebuild","mcp","modelcontextprotocol","xcode","ios","macos","simulator"],"version":"1.14.1","description":"XcodeBuildMCP is a ModelContextProtocol server that provides tools for Xcode project management, simulator management, and app utilities.","sanitized_name":"xcodebuildmcp","publisher":{"email":"[email protected]","username":"camsoft"},"maintainers":[{"email":"[email protected]","username":"camsoft"}],"license":"MIT","date":"2025-09-22T20:18:52.805Z","links":{"homepage":"https://www.async-let.com/blog/xcodebuild-mcp/","repository":"git+https://github.com/cameroncooke/XcodeBuildMCP.git","bugs":"https://github.com/cameroncooke/XcodeBuildMCP/issues","npm":"https://www.npmjs.com/package/xcodebuildmcp"}}
,
{"name":"@modelcontextprotocol/server-sequential-thinking","keywords":[],"version":"2025.11.25","description":"MCP server for sequential thinking and problem solving","sanitized_name":"@modelcontextprotocol/server-sequential-thinking","publisher":{"email":"[email protected]","actor":{"name":"jspahrsummers","type":"user","email":"[email protected]"},"username":"pcarleton"},"maintainers":[{"email":"[email protected]","username":"jspahrsummers"},{"email":"[email protected]","username":"pcarleton"},{"email":"[email protected]","username":"thedsp"},{"email":"[email protected]","username":"ashwin-ant"}],"license":"MIT","date":"2025-11-25T19:03:01.504Z","links":{"homepage":"https://modelcontextprotocol.io","bugs":"https://github.com/modelcontextprotocol/servers/issues","npm":"https://www.npmjs.com/package/@modelcontextprotocol/server-sequential-thinking"}}
,
{"name":"@modelcontextprotocol/server-filesystem","keywords":[],"version":"2025.11.25","description":"MCP server for filesystem access","sanitized_name":"@modelcontextprotocol/server-filesystem","publisher":{"email":"[email protected]","actor":{"name":"jspahrsummers","type":"user","email":"[email protected]"},"username":"pcarleton"},"maintainers":[{"email":"[email protected]","username":"jspahrsummers"},{"email":"[email protected]","username":"pcarleton"},{"email":"[email protected]","username":"thedsp"},{"email":"[email protected]","username":"ashwin-ant"}],"license":"MIT","date":"2025-11-25T19:03:01.698Z","links":{"homepage":"https://modelcontextprotocol.io","bugs":"https://github.com/modelcontextprotocol/servers/issues","npm":"https://www.npmjs.com/package/@modelcontextprotocol/server-filesystem"}}
,
{"name":"@modelcontextprotocol/server-everything","keywords":[],"version":"2025.11.25","description":"MCP server that exercises all the features of the MCP protocol","sanitized_name":"@modelcontextprotocol/server-everything","publisher":{"email":"[email protected]","actor":{"name":"jspahrsummers","type":"user","email":"[email protected]"},"username":"pcarleton"},"maintainers":[{"email":"[email protected]","username":"jspahrsummers"},{"email":"[email protected]","username":"pcarleton"},{"email":"[email protected]","username":"thedsp"},{"email":"[email protected]","username":"ashwin-ant"}],"license":"MIT","date":"2025-11-25T19:03:00.225Z","links":{"homepage":"https://modelcontextprotocol.io","bugs":"https://github.com/modelcontextprotocol/servers/issues","npm":"https://www.npmjs.com/package/@modelcontextprotocol/server-everything"}}
,
{"name":"enhanced-postgres-mcp-server","keywords":["mcp","model-context-protocol","claude","anthropic","postgres","postgresql","database","llm"],"version":"1.0.1","description":"Enhanced PostgreSQL MCP server with read and write capabilities. Based on @modelcontextprotocol/server-postgres by Anthropic.","sanitized_name":"enhanced-postgres-mcp-server","publisher":{"email":"[email protected]","username":"jlzan1314"},"maintainers":[{"email":"[email protected]","username":"jlzan1314"}],"license":"MIT","date":"2025-07-19T03:56:27.230Z","links":{"homepage":"https://github.com/garethcottrell/enhanced-postgres-mcp-server","bugs":"https://github.com/garethcottrell/enhanced-postgres-mcp-server/issues","npm":"https://www.npmjs.com/package/enhanced-postgres-mcp-server"}}
,
{"name":"@modelcontextprotocol/server-memory","keywords":[],"version":"2025.11.25","description":"MCP server for enabling memory for Claude through a knowledge graph","sanitized_name":"@modelcontextprotocol/server-memory","publisher":{"email":"[email protected]","username":"pcarleton"},"maintainers":[{"email":"[email protected]","username":"jspahrsummers"},{"email":"[email protected]","username":"pcarleton"},{"email":"[email protected]","username":"thedsp"},{"email":"[email protected]","username":"ashwin-ant"}],"license":"MIT","date":"2025-11-25T19:03:03.021Z","links":{"homepage":"https://modelcontextprotocol.io","bugs":"https://github.com/modelcontextprotocol/servers/issues","npm":"https://www.npmjs.com/package/@modelcontextprotocol/server-memory"}}
,
{"name":"@jsonresume/mcp","keywords":[],"version":"3.0.3","description":"ModelContextProtocol server for enhancing JSON Resumes","sanitized_name":"@jsonresume/mcp","publisher":{"email":"[email protected]","username":"thomasdavis"},"maintainers":[{"email":"[email protected]","username":"sethiii"},{"email":"[email protected]","username":"thomasdavis"},{"email":"[email protected]","username":"levino"}],"date":"2025-04-02T13:17:20.735Z","links":{"npm":"https://www.npmjs.com/package/@jsonresume/mcp"}}
,
=== Trying to view package info ===
npm error code E404
npm error 404 Not Found - GET https://registry.npmjs.org/@modelcontextprotocol%2fserver - Not found
npm error 404
npm error 404 '@modelcontextprotocol/server@*' is not in this registry.
npm error 404
npm error 404 Note that you can also install from a
npm error 404 tarball, folder, http url, or git url.
npm error A complete log of this run can be found in: /home/jailuser/.npm/_logs/2025-11-26T20_30_52_138Z-debug-0.log
=== Checking npm registry directly for @modelcontextprotocol packages ===
npm error code EINVALIDTAGNAME
npm error Invalid tag name "@modelcontextprotocol" of package "@modelcontextprotocol": Tags may not have any characters that encodeURIComponent encodes.
npm error A complete log of this run can be found in: /home/jailuser/.npm/_logs/2025-11-26T20_30_52_667Z-debug-0.log
</shell_result>
Script executed:
#!/bin/bash
# Check if there's a base @modelcontextprotocol SDK package
echo "=== Checking for @modelcontextprotocol packages ==="
npm search modelcontextprotocol --json 2>/dev/null | jq -r '.[] | select(.name | startswith("@modelcontextprotocol/")) | .name' | sort -u | head -20Repository: groupthinking/AJOB4AGENT
<shell_result>
Repository: groupthinking/AJOB4AGENT
Exit code: 0
stdout:
=== Checking for @modelcontextprotocol packages ===
@modelcontextprotocol/inspector
@modelcontextprotocol/inspector-cli
@modelcontextprotocol/inspector-server
@modelcontextprotocol/sdk
@modelcontextprotocol/server-sequential-thinking
</shell_result>
Package @modelcontextprotocol/server does not exist on npm registry — dependency will fail to install.
Verification found that @modelcontextprotocol/server@^1.0.0 is not a valid npm package. The npm registry returns 404. The correct package is likely @modelcontextprotocol/sdk (the official SDK package), or a specific server variant like @modelcontextprotocol/server-sequential-thinking or @modelcontextprotocol/server-filesystem.
The other three dependencies (axios@^1.6.0, cheerio@^1.0.0, zod@^3.22.0) are valid and available.
Correct the dependency name before the package can be installed.
🤖 Prompt for AI Agents
In mcp-servers/ycombinator-server/package.json around lines 12–17 the dependency
"@modelcontextprotocol/server": "^1.0.0" is invalid on the npm registry and will
cause installs to fail; replace it with the correct package name (likely
"@modelcontextprotocol/sdk": "^1.0.0" or the specific server variant you intend,
e.g. "@modelcontextprotocol/server-sequential-thinking" or
"@modelcontextprotocol/server-filesystem") in package.json, update the version
if needed, then run npm install (or pnpm/yarn install) to regenerate the
lockfile and verify the package resolves.
| private mapExperienceToCategory(level?: string): string[] | undefined { | ||
| switch (level) { | ||
| case 'entry': return ['BEGINNER']; | ||
| case 'mid': return ['INTERMEDIATE']; | ||
| case 'senior': return ['EXPERIENCED']; | ||
| default: return undefined; | ||
| } | ||
| } |
There was a problem hiding this comment.
🧩 Analysis chain
Google Cloud Talent Solution API JobCategory enum values experience level
<web_search_result>
JobLevel enum values (Google Cloud Talent Solution)
- JOB_LEVEL_UNSPECIFIED = 0 — default if not specified. [1]
- ENTRY_LEVEL = 1 — entry-level individual contributors (typically <2 years); includes interns. [1]
- EXPERIENCED = 2 — experienced individual contributors (typically 2+ years). [1]
- MANAGER = 3 — entry- to mid-level managers (manage a team). [1]
- DIRECTOR = 4 — senior-level managers (manage teams of managers). [1]
- EXECUTIVE = 5 — executive-level (C‑level and above). [1]
References: Official Cloud Talent Solution enum docs. [1] https://cloud.google.com/ruby/docs/reference/google-cloud-talent-v4/latest/Google-Cloud-Talent-V4-JobLevel [2] https://cloud.google.com/talent-solution/job-search/docs/reference/rpc/google.cloud.talent.v4
</web_search_result>
Script executed:
# Search for usage of mapExperienceToCategory and related Google Talent API calls
rg -n "mapExperienceToCategory|BEGINNER|INTERMEDIATE|EXPERIENCED" services/agent-orchestrator/src/adapters/google-talent-adapter.ts -A 5 -B 5
# Also search for Google Talent API imports or type definitions
rg -n "google.*talent|JobCategory" services/agent-orchestrator/src/adapters/google-talent-adapter.ts -iRepository: groupthinking/AJOB4AGENT
<shell_result>
Repository: groupthinking/AJOB4AGENT
Exit code: 0
stdout:
33- query: params.searchTerm,
34- locationFilters: params.location ? [{
35- address: params.location
36- }] : undefined,
37- employmentTypes: params.remoteOnly ? ['CONTRACTOR', 'PART_TIME', 'FULL_TIME'] : undefined,
38: jobCategories: this.mapExperienceToCategory(params.experienceLevel)
39- },
40- jobView: 'JOB_VIEW_FULL',
41- pageSize: 50,
42- orderBy: 'relevance desc'
43- };
--
82- remote: this.isRemote(job.addresses, job.description)
83- };
84- });
85- }
86-
87: private mapExperienceToCategory(level?: string): string[] | undefined {
88- switch (level) {
89: case 'entry': return ['BEGINNER'];
90: case 'mid': return ['INTERMEDIATE'];
91: case 'senior': return ['EXPERIENCED'];
92- default: return undefined;
93- }
94- }
95-
96- private formatLocation(addresses: any[]): string {
4:export class GoogleTalentAdapter {
51: platform: 'google-talent',
57: console.error('❌ Google Talent API error:', error.message);
61: platform: 'google-talent',
79: platform: 'google-talent',
</shell_result>
Google Cloud Talent Solution API JobCategory enum values
<web_search_result>
Here are the JobCategory enum values used by the Google Cloud Talent Solution (JobCategory) API:
- JOB_CATEGORY_UNSPECIFIED [Value: 0].
- ACCOUNTING_AND_FINANCE [1].
- ADMINISTRATIVE_AND_OFFICE [2].
- ADVERTISING_AND_MARKETING [3].
- ANIMAL_CARE [4].
- ART_FASHION_AND_DESIGN [5].
- BUSINESS_OPERATIONS [6].
- CLEANING_AND_FACILITIES [7].
- COMPUTER_AND_IT [8].
- CONSTRUCTION [9].
- CUSTOMER_SERVICE [10].
- EDUCATION [11].
- ENTERTAINMENT_AND_TRAVEL [12].
- FARMING_AND_OUTDOORS [13].
- HEALTHCARE [14].
- HUMAN_RESOURCES [15].
- INSTALLATION_MAINTENANCE_AND_REPAIR [16].
- LEGAL [17].
- MANAGEMENT [18].
- MANUFACTURING_AND_WAREHOUSE [19].
- MEDIA_COMMUNICATIONS_AND_WRITING [20].
- OIL_GAS_AND_MINING [21].
- PERSONAL_CARE_AND_SERVICES [22].
- PROTECTIVE_SERVICES [23].
- REAL_ESTATE [24].
- RESTAURANT_AND_HOSPITALITY [25].
- SALES_AND_RETAIL [26].
- SCIENCE_AND_ENGINEERING [27].
- SOCIAL_SERVICES_AND_NON_PROFIT [28].
- SPORTS_FITNESS_AND_RECREATION.
- TRANSPORTATION_AND_LOGISTICS.
(Refer to the Cloud Talent Solution RPC / client library reference for the authoritative, up‑to‑date enum listing and numeric values.) [1][2]
Sources: Google Cloud Talent Solution API reference and client library docs. [1] [2]
</web_search_result>
Script executed:
# Check the complete request structure and any imports
rg -n "jobCategories|jobLevels|JobCategory|JobLevel" services/agent-orchestrator/src/adapters/google-talent-adapter.ts -B 10 -A 2
# Search for any Google Talent type definitions in the codebase
fd -e ts -e js | xargs rg -l "JobCategory|JobLevel" 2>/dev/null | head -20Repository: groupthinking/AJOB4AGENT
<shell_result>
Repository: groupthinking/AJOB4AGENT
Exit code: 0
stdout:
28- sessionId: `session-${Date.now()}`,
29- domain: 'ajob4agent.com'
30- },
31- searchMode: 'JOB_SEARCH',
32- jobQuery: {
33- query: params.searchTerm,
34- locationFilters: params.location ? [{
35- address: params.location
36- }] : undefined,
37- employmentTypes: params.remoteOnly ? ['CONTRACTOR', 'PART_TIME', 'FULL_TIME'] : undefined,
38: jobCategories: this.mapExperienceToCategory(params.experienceLevel)
39- },
40- jobView: 'JOB_VIEW_FULL',
</shell_result>
Script executed:
# Check the Google Talent API request structure to understand the intended behavior
rg -n "jobQuery|jobLevels" services/agent-orchestrator/src/adapters/google-talent-adapter.ts -B 5 -A 10
# Search for any documentation or comments about this mapping
rg -n "experience|category|level" services/agent-orchestrator/src/adapters/google-talent-adapter.ts -i -B 2 -A 2Repository: groupthinking/AJOB4AGENT
<shell_result>
Repository: groupthinking/AJOB4AGENT
Exit code: 0
stdout:
27- userId: 'ajob4agent-user',
28- sessionId: `session-${Date.now()}`,
29- domain: 'ajob4agent.com'
30- },
31- searchMode: 'JOB_SEARCH',
32: jobQuery: {
33- query: params.searchTerm,
34- locationFilters: params.location ? [{
35- address: params.location
36- }] : undefined,
37- employmentTypes: params.remoteOnly ? ['CONTRACTOR', 'PART_TIME', 'FULL_TIME'] : undefined,
38- jobCategories: this.mapExperienceToCategory(params.experienceLevel)
39- },
40- jobView: 'JOB_VIEW_FULL',
41- pageSize: 50,
42- orderBy: 'relevance desc'
36- }] : undefined,
37- employmentTypes: params.remoteOnly ? ['CONTRACTOR', 'PART_TIME', 'FULL_TIME'] : undefined,
38: jobCategories: this.mapExperienceToCategory(params.experienceLevel)
39- },
40- jobView: 'JOB_VIEW_FULL',
--
79- platform: 'google-talent',
80- datePosted: job.postingCreateTime || new Date().toISOString(),
81: experienceLevel: this.extractExperienceLevel(job.title, job.description),
82- remote: this.isRemote(job.addresses, job.description)
83- };
--
85- }
86-
87: private mapExperienceToCategory(level?: string): string[] | undefined {
88: switch (level) {
89- case 'entry': return ['BEGINNER'];
90- case 'mid': return ['INTERMEDIATE'];
91: case 'senior': return ['EXPERIENCED'];
92- default: return undefined;
93- }
--
113- }
114-
115: private extractExperienceLevel(title: string, description: string): string {
116- const text = `${title} ${description}`.toLowerCase();
117- if (text.includes('senior') || text.includes('lead') || text.includes('principal')) return 'senior';
</shell_result>
Based on my verification against the official Google Cloud Talent Solution API documentation, I can now provide the rewritten review comment:
The experience level mapping uses invalid enum values that don't exist in the Google Cloud Talent Solution API.
The mapExperienceToCategory() method returns ['BEGINNER'], ['INTERMEDIATE'], and ['EXPERIENCED'] (lines 89-91), but these values do not exist in the Google Cloud Talent Solution API. The API defines two separate enums:
- JobCategory: Industry categories (e.g.,
ACCOUNTING_AND_FINANCE,COMPUTER_AND_IT, etc.) - JobLevel: Experience levels (e.g.,
ENTRY_LEVEL,EXPERIENCED,MANAGER,DIRECTOR,EXECUTIVE)
The current implementation attempts to filter experience levels using the jobCategories property with non-existent values. To fix this, either map to the correct JobLevel enum values using a jobLevels property, or reconsider the filtering strategy.
🤖 Prompt for AI Agents
In services/agent-orchestrator/src/adapters/google-talent-adapter.ts around
lines 87 to 94, the mapExperienceToCategory function returns invalid enum values
(BEGINNER/INTERMEDIATE/EXPERIENCED) that are not part of Google Cloud Talent
Solution; update the mapping to return the correct JobLevel enum strings (for
example 'ENTRY_LEVEL' for 'entry', 'EXPERIENCED' for 'mid', and an appropriate
level such as 'MANAGER' or 'DIRECTOR' for 'senior') and ensure the code that
applies these filters uses the jobLevels property (not jobCategories); keep the
return type string[]|undefined and adjust any downstream code to consume
jobLevels instead of jobCategories.
| private formatSalary(compensationInfo: any): string | undefined { | ||
| if (!compensationInfo?.entries) return undefined; | ||
|
|
||
| const entry = compensationInfo.entries[0]; | ||
| if (entry.range) { | ||
| const min = entry.range.min?.nanos ? entry.range.min.nanos / 1000000000 : entry.range.min?.units || 0; | ||
| const max = entry.range.max?.nanos ? entry.range.max.nanos / 1000000000 : entry.range.max?.units || 0; | ||
| return `$${min.toLocaleString()} - $${max.toLocaleString()}`; | ||
| } | ||
|
|
||
| return undefined; | ||
| } |
There was a problem hiding this comment.
🧩 Analysis chain
Google Cloud Talent Solution API Money type compensation format
<web_search_result>
Summary — Money format used by Cloud Talent Solution
- Type: google.type.Money (used for CompensationEntry.amount / CompensationRange). [1]
- Fields:
- currency_code: 3‑letter ISO 4217 code (e.g., "USD"). [1]
- units: integer whole units (int64). [1]
- nanos: integer nano-units (int32) — number of 10^-9 units; valid range: -999,999,999 through +999,999,999. Sign rules: if units is positive, nanos must be ≥ 0; if units is negative, nanos must be ≤ 0; if units is 0 nanos may be positive, zero, or negative. Example: -1.75 ⇒ units = -1, nanos = -750000000. [1][2]
- Usage notes:
- CompensationEntry accepts either an amount (Money) or a range (min/max Money) and uses expected_units_per_year to annualize when needed. [3]
Sources: Cloud Talent Solution / google.type.Money docs. [1][2][3]
References:
[1] Google Cloud Job Search — Google::Type::Money (Money fields and nanos rules).
[2] Cloud Talent Solution v3 REST — Money (nanos example).
[3] Cloud Talent Solution — CompensationEntry/CompensationRange (uses Money).
</web_search_result>
Script executed:
#!/bin/bash
# Search for tests related to formatSalary
rg -n "formatSalary" --type ts
# Search for test files related to google-talent-adapter
find . -type f -name "*google-talent*test*" -o -name "*test*google-talent*" 2>/dev/null | head -20
# Search for any compensation-related tests
rg -n "compensation" --type ts -i | head -30Repository: groupthinking/AJOB4AGENT
<shell_result>
Repository: groupthinking/AJOB4AGENT
Exit code: 0
stdout:
services/agent-orchestrator/src/adapters/google-talent-adapter.ts:77: salary: this.formatSalary(job.compensationInfo),
services/agent-orchestrator/src/adapters/google-talent-adapter.ts:102: private formatSalary(compensationInfo: any): string | undefined {
services/agent-orchestrator/src/adapters/advanced-linkedin-adapter.ts:224: salary: job.compensation?.salary || undefined,
services/agent-orchestrator/src/adapters/wellfound-enhanced-adapter.ts:143: salary: this.formatCompensation(job),
services/agent-orchestrator/src/adapters/wellfound-enhanced-adapter.ts:163: private formatCompensation(job: WellfoundJob): string {
services/agent-orchestrator/src/adapters/jobspy-mcp-adapter.ts:63: salary: job.compensation,
services/agent-orchestrator/src/adapters/google-talent-adapter.ts:77: salary: this.formatSalary(job.compensationInfo),
services/agent-orchestrator/src/adapters/google-talent-adapter.ts:102: private formatSalary(compensationInfo: any): string | undefined {
services/agent-orchestrator/src/adapters/google-talent-adapter.ts:103: if (!compensationInfo?.entries) return undefined;
services/agent-orchestrator/src/adapters/google-talent-adapter.ts:105: const entry = compensationInfo.entries[0];
</shell_result>
Script executed:
#!/bin/bash
# More comprehensive search for test files
find . -path "*/node_modules" -prune -o -type f \( -name "*.test.ts" -o -name "*.spec.ts" \) -print | xargs grep -l "google-talent" 2>/dev/null | head -10
# Also search for any jest/mocha test patterns
rg -n "formatSalary|google-talent-adapter" --type ts --type tsx -A 2 -B 2 | grep -E "(describe|it|test|beforeEach)" | head -20
# Check the full file to see context around formatSalary
cat -n services/agent-orchestrator/src/adapters/google-talent-adapter.ts | sed -n '100,115p'Repository: groupthinking/AJOB4AGENT
<shell_result>
Repository: groupthinking/AJOB4AGENT
Exit code: 0
stdout:
100 }
101
102 private formatSalary(compensationInfo: any): string | undefined {
103 if (!compensationInfo?.entries) return undefined;
104
105 const entry = compensationInfo.entries[0];
106 if (entry.range) {
107 const min = entry.range.min?.nanos ? entry.range.min.nanos / 1000000000 : entry.range.min?.units || 0;
108 const max = entry.range.max?.nanos ? entry.range.max.nanos / 1000000000 : entry.range.max?.units || 0;
109 return `$${min.toLocaleString()} - $${max.toLocaleString()}`;
110 }
111
112 return undefined;
113 }
114
115 private extractExperienceLevel(title: string, description: string): string {
stderr:
unrecognized file type: tsx
</shell_result>
Salary parsing logic incorrectly handles Google Money type — units and nanos must be combined, not treated as alternatives.
Per Google Cloud Talent Solution API documentation, the Money type combines units (whole number) and nanos (billionths) to represent a complete value. Lines 107–108 incorrectly treat them as alternatives: if nanos exists, the code uses only nanos divided by 1 billion, completely ignoring units. This produces incorrect results—e.g., a $50.75 salary (units: 50, nanos: 750000000) would be parsed as $0.75.
The correct implementation must combine both fields:
private formatSalary(compensationInfo: any): string | undefined {
if (!compensationInfo?.entries) return undefined;
const entry = compensationInfo.entries[0];
if (entry.range) {
- const min = entry.range.min?.nanos ? entry.range.min.nanos / 1000000000 : entry.range.min?.units || 0;
- const max = entry.range.max?.nanos ? entry.range.max.nanos / 1000000000 : entry.range.max?.units || 0;
+ const min = (entry.range.min?.units || 0) + (entry.range.min?.nanos || 0) / 1000000000;
+ const max = (entry.range.max?.units || 0) + (entry.range.max?.nanos || 0) / 1000000000;
return `$${min.toLocaleString()} - $${max.toLocaleString()}`;
}
return undefined;
}🤖 Prompt for AI Agents
In services/agent-orchestrator/src/adapters/google-talent-adapter.ts around
lines 102 to 113, the salary parsing treats nanos and units as alternatives
instead of summing them, so values like units:50 nanos:750000000 become 0.75;
update the logic to compute each Money value as (Number(entry.range.min?.units
|| 0) + Number(entry.range.min?.nanos || 0) / 1_000_000_000) and similarly for
max, handle missing min/max safely, and then format those combined numeric
values (e.g., using toLocaleString or fixed decimals) when returning the "$min -
$max" string.
| // GitHub Jobs - Public listings | ||
| private async searchGitHubJobs(params: JobSearchParams): Promise<JobSearchResponse> { | ||
| try { | ||
| // GitHub's jobs page is scrapeable | ||
| const response = await axios.get('https://jobs.github.com/positions.json', { | ||
| params: { | ||
| description: params.searchTerm, | ||
| location: params.location, | ||
| full_time: !params.remoteOnly | ||
| }, | ||
| timeout: 10000 | ||
| }); | ||
|
|
||
| const jobs = this.parseGitHubJobs(response.data, params); | ||
|
|
||
| return { | ||
| jobs, | ||
| totalCount: jobs.length, | ||
| platform: 'github-jobs', | ||
| searchParams: params, | ||
| timestamp: new Date().toISOString() | ||
| }; | ||
|
|
||
| } catch (error) { | ||
| console.error('❌ GitHub Jobs failed:', error); | ||
| return this.emptyResponse('github-jobs', params); | ||
| } | ||
| } |
There was a problem hiding this comment.
🧩 Analysis chain
GitHub Jobs API jobs.github.com discontinued 2021 status
<web_search_result>
Short answer: GitHub Jobs (jobs.github.com) was deprecated in an April 19, 2021 announcement and scheduled to be sunset on August 19, 2021; the site was later confirmed fully sunset (removed) as of March 21, 2024. [1][2]
Sources:
- GitHub changelog deprecation notice (Apr 19, 2021; update noting jobs.github.com sunset Mar 21, 2024). [1]
- GitHub Community discussion noting GitHub Jobs deprecation. [2]
</web_search_result>
Script executed:
#!/bin/bash
# Check the realistic-platform-manager.ts file for other platform methods
fd "realistic-platform-manager" --type f -x wc -l {}Repository: groupthinking/AJOB4AGENT
<shell_result>
Repository: groupthinking/AJOB4AGENT
Exit code: 0
stdout:
500 ./services/agent-orchestrator/src/adapters/realistic-platform-manager.ts
</shell_result>
Script executed:
#!/bin/bash
# Read the file to see all platform methods and their endpoints
cat -n ./services/agent-orchestrator/src/adapters/realistic-platform-manager.ts | head -250Repository: groupthinking/AJOB4AGENT
<shell_result>
Repository: groupthinking/AJOB4AGENT
Exit code: 0
stdout:
1 import { JobSearchParams, JobResult, JobSearchResponse } from '../types/job-search';
2 import axios from 'axios';
3 import * as cheerio from 'cheerio';
4
5 export class RealisticPlatformManager {
6 private supportedPlatforms: string[] = [
7 'indeed-rss', // Indeed RSS feeds (no auth needed)
8 'ycombinator', // YC job board (public)
9 'github-jobs', // GitHub job board (public)
10 'stackoverflow', // Stack Overflow jobs (public)
11 'remoteok', // RemoteOK (public API)
12 'weworkremotely', // We Work Remotely (public)
13 'freelancer' // Freelancer.com (public listings)
14 ];
15
16 constructor() {
17 console.log('🎯 Initializing realistic platform manager with working platforms');
18 }
19
20 async initialize(): Promise<void> {
21 console.log(`✅ Platform Manager initialized with ${this.supportedPlatforms.length} working platforms`);
22 console.log('📋 Platforms: Indeed RSS, YC Jobs, GitHub Jobs, Stack Overflow, RemoteOK, We Work Remotely, Freelancer');
23 }
24
25 async searchAllPlatforms(params: JobSearchParams): Promise<JobSearchResponse[]> {
26 const results: JobSearchResponse[] = [];
27
28 // Only search platforms that actually work
29 const workingPlatforms = params.platforms?.filter(p =>
30 this.supportedPlatforms.includes(p)
31 ) || ['indeed-rss', 'ycombinator', 'remoteok'];
32
33 const searchPromises = workingPlatforms.map(platform =>
34 this.searchPlatform(platform, params)
35 );
36
37 try {
38 const allResults = await Promise.allSettled(searchPromises);
39
40 allResults.forEach((result, index) => {
41 if (result.status === 'fulfilled') {
42 results.push(result.value);
43 } else {
44 console.error(`❌ Platform ${workingPlatforms[index]} failed:`, result.reason);
45 }
46 });
47
48 } catch (error) {
49 console.error('❌ Search error:', error);
50 }
51
52 return results;
53 }
54
55 async searchPlatform(platform: string, params: JobSearchParams): Promise<JobSearchResponse> {
56 switch (platform) {
57 case 'indeed-rss':
58 return await this.searchIndeedRSS(params);
59 case 'ycombinator':
60 return await this.searchYCombinator(params);
61 case 'github-jobs':
62 return await this.searchGitHubJobs(params);
63 case 'stackoverflow':
64 return await this.searchStackOverflow(params);
65 case 'remoteok':
66 return await this.searchRemoteOK(params);
67 case 'weworkremotely':
68 return await this.searchWeWorkRemotely(params);
69 case 'freelancer':
70 return await this.searchFreelancer(params);
71 default:
72 throw new Error(`Platform ${platform} not supported`);
73 }
74 }
75
76 // Indeed RSS feeds - WORKS without auth
77 private async searchIndeedRSS(params: JobSearchParams): Promise<JobSearchResponse> {
78 try {
79 const query = encodeURIComponent(params.searchTerm || 'developer');
80 const location = encodeURIComponent(params.location || 'remote');
81
82 // Indeed RSS is publicly accessible
83 const rssUrl = `https://www.indeed.com/rss?q=${query}&l=${location}`;
84
85 const response = await axios.get(rssUrl, {
86 headers: {
87 'User-Agent': 'Mozilla/5.0 (compatible; JobAggregator/1.0)'
88 },
89 timeout: 10000
90 });
91
92 const jobs = this.parseIndeedRSS(response.data);
93
94 return {
95 jobs,
96 totalCount: jobs.length,
97 platform: 'indeed-rss',
98 searchParams: params,
99 timestamp: new Date().toISOString()
100 };
101
102 } catch (error) {
103 console.error('❌ Indeed RSS failed:', error);
104 return this.emptyResponse('indeed-rss', params);
105 }
106 }
107
108 // Y Combinator - WORKS, public job board
109 private async searchYCombinator(params: JobSearchParams): Promise<JobSearchResponse> {
110 try {
111 const response = await axios.get('https://www.workatastartup.com/jobs', {
112 headers: {
113 'User-Agent': 'Mozilla/5.0 (compatible; JobAggregator/1.0)'
114 },
115 timeout: 15000
116 });
117
118 const jobs = this.parseYCJobs(response.data, params);
119
120 return {
121 jobs,
122 totalCount: jobs.length,
123 platform: 'ycombinator',
124 searchParams: params,
125 timestamp: new Date().toISOString()
126 };
127
128 } catch (error) {
129 console.error('❌ Y Combinator failed:', error);
130 return this.emptyResponse('ycombinator', params);
131 }
132 }
133
134 // RemoteOK - WORKS, has public API
135 private async searchRemoteOK(params: JobSearchParams): Promise<JobSearchResponse> {
136 try {
137 const response = await axios.get('https://remoteok.io/api', {
138 headers: {
139 'User-Agent': 'Mozilla/5.0 (compatible; JobAggregator/1.0)'
140 },
141 timeout: 10000
142 });
143
144 // RemoteOK returns JSON directly
145 const jobsData = response.data.slice(1); // Remove first element (metadata)
146 const jobs = this.parseRemoteOKJobs(jobsData, params);
147
148 return {
149 jobs,
150 totalCount: jobs.length,
151 platform: 'remoteok',
152 searchParams: params,
153 timestamp: new Date().toISOString()
154 };
155
156 } catch (error) {
157 console.error('❌ RemoteOK failed:', error);
158 return this.emptyResponse('remoteok', params);
159 }
160 }
161
162 // GitHub Jobs - Public listings
163 private async searchGitHubJobs(params: JobSearchParams): Promise<JobSearchResponse> {
164 try {
165 // GitHub's jobs page is scrapeable
166 const response = await axios.get('https://jobs.github.com/positions.json', {
167 params: {
168 description: params.searchTerm,
169 location: params.location,
170 full_time: !params.remoteOnly
171 },
172 timeout: 10000
173 });
174
175 const jobs = this.parseGitHubJobs(response.data, params);
176
177 return {
178 jobs,
179 totalCount: jobs.length,
180 platform: 'github-jobs',
181 searchParams: params,
182 timestamp: new Date().toISOString()
183 };
184
185 } catch (error) {
186 console.error('❌ GitHub Jobs failed:', error);
187 return this.emptyResponse('github-jobs', params);
188 }
189 }
190
191 // Stack Overflow - Public job listings
192 private async searchStackOverflow(params: JobSearchParams): Promise<JobSearchResponse> {
193 try {
194 const query = encodeURIComponent(params.searchTerm || 'developer');
195 const response = await axios.get(`https://stackoverflow.com/jobs/feed?q=${query}`, {
196 headers: {
197 'User-Agent': 'Mozilla/5.0 (compatible; JobAggregator/1.0)'
198 },
199 timeout: 10000
200 });
201
202 const jobs = this.parseStackOverflowRSS(response.data);
203
204 return {
205 jobs,
206 totalCount: jobs.length,
207 platform: 'stackoverflow',
208 searchParams: params,
209 timestamp: new Date().toISOString()
210 };
211
212 } catch (error) {
213 console.error('❌ Stack Overflow failed:', error);
214 return this.emptyResponse('stackoverflow', params);
215 }
216 }
217
218 // We Work Remotely - Public listings
219 private async searchWeWorkRemotely(params: JobSearchParams): Promise<JobSearchResponse> {
220 try {
221 const response = await axios.get('https://weworkremotely.com/remote-jobs.rss', {
222 timeout: 10000
223 });
224
225 const jobs = this.parseWeWorkRemotelyRSS(response.data);
226
227 return {
228 jobs,
229 totalCount: jobs.length,
230 platform: 'weworkremotely',
231 searchParams: params,
232 timestamp: new Date().toISOString()
233 };
234
235 } catch (error) {
236 console.error('❌ We Work Remotely failed:', error);
237 return this.emptyResponse('weworkremotely', params);
238 }
239 }
240
241 // Freelancer - Public project listings
242 private async searchFreelancer(params: JobSearchParams): Promise<JobSearchResponse> {
243 try {
244 const response = await axios.get('https://www.freelancer.com/jobs/', {
245 params: {
246 keyword: params.searchTerm,
247 location: params.location
248 },
249 headers: {
250 'User-Agent': 'Mozilla/5.0 (compatible; JobAggregator/1.0)'
</shell_result>
Stack Overflow Jobs shutdown 2022 when discontinued
<web_search_result>
Stack Overflow Jobs (and Developer Story) were discontinued and removed on March 31, 2022. [1][2]
Sources:
- Meta announcement: “On March 31, 2022, we will discontinue Stack Overflow Jobs and Developer Story.” [1]
- Stack Overflow notice: “We have shut down Stack Overflow Jobs and Developer Story as of April 1, 2022” (post noting the March 31 removal). [2]
</web_search_result>
Based on my verification:
GitHub Jobs API is definitively defunct — it was deprecated April 19, 2021, scheduled to sunset August 19, 2021, and fully removed as of March 21, 2024. The endpoint at jobs.github.com/positions.json no longer exists and will return a 404 or connection error.
The review comment is accurate. Additionally, I found that Stack Overflow Jobs (line 195, using stackoverflow.com/jobs/feed) was also shut down on March 31, 2022 and is equally defunct, though this was not the focus of the original review.
GitHub Jobs API endpoint is defunct and will always fail.
The GitHub Jobs API at jobs.github.com/positions.json was deprecated in April 2021 and fully removed by March 2024. This endpoint will return 404 errors or connection failures when called, making the searchGitHubJobs() method non-functional.
Additionally, the Stack Overflow Jobs endpoint (line 195: stackoverflow.com/jobs/feed) suffers from the same issue—Stack Overflow Jobs was shut down on March 31, 2022, and is no longer available.
Both platforms should either be removed from supportedPlatforms or replaced with functional alternatives.
🤖 Prompt for AI Agents
In services/agent-orchestrator/src/adapters/realistic-platform-manager.ts around
lines 162 to 189, the searchGitHubJobs() implementation hits the defunct
jobs.github.com endpoint which now always fails (404/connection errors) and the
related Stack Overflow jobs feed is also shut down; remove or disable both
platform integrations and ensure callers handle their absence: remove GitHub
Jobs and StackOverflow Jobs from supportedPlatforms, delete or replace
searchGitHubJobs() and the StackOverflow feed handler with either a stub that
returns this.emptyResponse(platform, params) immediately or integrate a working
alternative API, update any platform enumeration/constants, and adjust tests and
documentation to reflect the removed/changed platforms so no code path attempts
to call those endpoints.
services/agent-orchestrator/src/adapters/tech-talent-adapter.ts
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Show resolved
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services/agent-orchestrator/src/adapters/ycombinator-adapter.ts
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| private async startOAuthFlow(req: Request, res: Response): Promise<void> { | ||
| try { | ||
| const platform = req.params.platform; | ||
| const config = this.configs[platform]; | ||
|
|
||
| if (!config) { | ||
| res.status(400).json({ error: `Platform ${platform} not supported` }); | ||
| return; | ||
| } | ||
|
|
||
| if (!config.clientId || !config.clientSecret) { | ||
| res.status(500).json({ | ||
| error: `OAuth not configured for ${platform}. Please set environment variables.`, | ||
| required_env: [`${platform.toUpperCase()}_CLIENT_ID`, `${platform.toUpperCase()}_CLIENT_SECRET`] | ||
| }); | ||
| return; | ||
| } | ||
|
|
||
| // Generate state for security | ||
| const state = this.generateState(platform, req.query.userId as string); | ||
|
|
||
| // Build authorization URL | ||
| const authUrl = new URL(config.authUrl); | ||
| authUrl.searchParams.append('client_id', config.clientId); | ||
| authUrl.searchParams.append('redirect_uri', config.redirectUri); | ||
| authUrl.searchParams.append('scope', config.scope); | ||
| authUrl.searchParams.append('state', state); | ||
| authUrl.searchParams.append('response_type', 'code'); | ||
|
|
||
| // Platform-specific parameters | ||
| if (platform === 'google') { | ||
| authUrl.searchParams.append('access_type', 'offline'); | ||
| authUrl.searchParams.append('prompt', 'consent'); | ||
| } | ||
|
|
||
| console.log(`🔐 Starting OAuth flow for ${platform}: ${authUrl.toString()}`); | ||
|
|
||
| res.json({ | ||
| success: true, | ||
| platform, | ||
| authUrl: authUrl.toString(), | ||
| state, | ||
| message: `Visit the URL to authorize ${platform} access` | ||
| }); | ||
|
|
||
| } catch (error) { | ||
| console.error(`❌ OAuth start failed for ${req.params.platform}:`, error); | ||
| res.status(500).json({ | ||
| success: false, | ||
| error: error instanceof Error ? error.message : 'Unknown error' | ||
| }); | ||
| } | ||
| } |
There was a problem hiding this comment.
Missing PKCE (Proof Key for Code Exchange) in OAuth flow.
The OAuth implementation lacks PKCE, which is critical for preventing authorization code interception attacks, especially for public clients (SPAs, mobile apps). This violates current OAuth 2.0 best practices (RFC 7636).
Add PKCE support:
private async startOAuthFlow(req: Request, res: Response): Promise<void> {
try {
const platform = req.params.platform;
const config = this.configs[platform];
if (!config) {
res.status(400).json({ error: `Platform ${platform} not supported` });
return;
}
if (!config.clientId || !config.clientSecret) {
res.status(500).json({
error: `OAuth not configured for ${platform}. Please set environment variables.`,
required_env: [`${platform.toUpperCase()}_CLIENT_ID`, `${platform.toUpperCase()}_CLIENT_SECRET`]
});
return;
}
+ // Generate PKCE challenge
+ const codeVerifier = crypto.randomBytes(32).toString('base64url');
+ const codeChallenge = crypto.createHash('sha256')
+ .update(codeVerifier)
+ .digest('base64url');
+
// Generate state for security
- const state = this.generateState(platform, req.query.userId as string);
+ const state = this.generateState(platform, req.query.userId as string, codeVerifier);
// Build authorization URL
const authUrl = new URL(config.authUrl);
authUrl.searchParams.append('client_id', config.clientId);
authUrl.searchParams.append('redirect_uri', config.redirectUri);
authUrl.searchParams.append('scope', config.scope);
authUrl.searchParams.append('state', state);
authUrl.searchParams.append('response_type', 'code');
+ authUrl.searchParams.append('code_challenge', codeChallenge);
+ authUrl.searchParams.append('code_challenge_method', 'S256');Then update exchangeCodeForToken to include code_verifier in the token exchange.
Committable suggestion skipped: line range outside the PR's diff.
SMTP_SETUP.md
Outdated
| - [App password generated](https://myaccount.google.com/apppasswords) (you already have: `wusv nhcj hjok vqml`) | ||
|
|
||
| ### 🔧 GitHub Secrets Required | ||
|
|
||
| Create these 6 secrets in your repository: | ||
|
|
||
| | Secret Name | Value | Description | | ||
| |-------------|-------|-------------| | ||
| | `SMTP_HOST` | `smtp.gmail.com` | Gmail SMTP server | | ||
| | `SMTP_USERNAME` | `[email protected]` | Your Gmail address | | ||
| | `SMTP_PASSWORD` | `wusvnhcjhjokvqml` | Your app password | |
There was a problem hiding this comment.
🚨 CRITICAL: Real credentials committed to repository!
Lines 7 and 17 contain actual Gmail app passwords (wusv nhcj hjok vqml / wusvnhcjhjokvqml), and lines 16-18 expose the real email address [email protected]. These credentials are now in the git history and publicly accessible.
IMMEDIATE ACTIONS REQUIRED:
-
Revoke the exposed app password immediately:
- Go to https://myaccount.google.com/apppasswords
- Delete the compromised app password
-
Remove credentials from git history:
# Use BFG Repo-Cleaner or git filter-branch git filter-branch --force --index-filter \ "git rm --cached --ignore-unmatch SMTP_SETUP.md" \ --prune-empty --tag-name-filter cat -- --all
-
Update the file to use placeholders:
-| `SMTP_USERNAME` | `[email protected]` | Your Gmail address | -| `SMTP_PASSWORD` | `wusvnhcjhjokvqml` | Your app password | -| `SMTP_FROM` | `[email protected]` | Same as username | +| `SMTP_USERNAME` | `[email protected]` | Your Gmail address | +| `SMTP_PASSWORD` | `your_app_password` | Your 16-character app password | +| `SMTP_FROM` | `[email protected]` | Same as username |
-
Generate a new app password after cleaning the repository.
Never commit real credentials to version control! Use environment variables, GitHub Secrets, or secret management tools.
🤖 Prompt for AI Agents
In SMTP_SETUP.md around lines 7 to 17, a real Gmail app password and an email
address were committed; revoke the exposed app password immediately in Google
Account > App Passwords, purge the secret from git history using a
history-rewrite tool (BFG or git filter-repo/git filter-branch) and force-push
the cleaned repository, update SMTP_SETUP.md to remove the real credentials and
replace them with placeholders (e.g., SMTP_HOST, SMTP_USERNAME, SMTP_PASSWORD)
and instructions to store values in GitHub Secrets, then generate a new app
password and add it to your repo Secrets instead of committing it.
![vercel[bot]](https://avatars.githubusercontent.com/in/8329?s=60&v=4){kind=small}
| } catch (error) { | ||
| console.error('❌ Job search error:', error); | ||
| res.status(500).json({ | ||
| success: false, | ||
| error: error.message, | ||
| timestamp: new Date().toISOString() | ||
| }); |
There was a problem hiding this comment.
The error handlers in all three routes access error.message without first checking if error is an Error object, which can cause runtime crashes. This differs from the safe error handling pattern used in other API route files.
View Details
📝 Patch Details
diff --git a/services/agent-orchestrator/src/api/job-search.ts b/services/agent-orchestrator/src/api/job-search.ts
index 81dd224..b61980c 100644
--- a/services/agent-orchestrator/src/api/job-search.ts
+++ b/services/agent-orchestrator/src/api/job-search.ts
@@ -49,7 +49,7 @@ router.post('/search', async (req: Request, res: Response) => {
console.error('❌ Job search error:', error);
res.status(500).json({
success: false,
- error: error.message,
+ error: error instanceof Error ? error.message : 'Unknown error',
timestamp: new Date().toISOString()
});
}
@@ -69,7 +69,7 @@ router.get('/platforms', async (req: Request, res: Response) => {
} catch (error) {
res.status(500).json({
success: false,
- error: error.message
+ error: error instanceof Error ? error.message : 'Unknown error'
});
}
});
@@ -103,10 +103,10 @@ router.post('/platform/:platform', async (req: Request, res: Response) => {
} catch (error) {
res.status(500).json({
success: false,
- error: error.message,
+ error: error instanceof Error ? error.message : 'Unknown error',
timestamp: new Date().toISOString()
});
}
});
-export default router;
\ No newline at end of file
+export default router;
Analysis
Unsafe error property access in job-search.ts fails TypeScript strict mode type checking
What fails: Error handlers in three routes (POST /search, GET /platforms, POST /platform/:platform) access error.message without type checking, causing TypeScript compiler errors TS18046 in strict mode.
How to reproduce:
cd services/agent-orchestrator
npm install
npm run buildResult: TypeScript compilation fails with:
src/api/job-search.ts(52,14): error TS18046: 'error' is of type 'unknown'.
src/api/job-search.ts(72,14): error TS18046: 'error' is of type 'unknown'.
src/api/job-search.ts(106,14): error TS18046: 'error' is of type 'unknown'.
Expected: With "strict": true in tsconfig.json, all caught errors must be type-guarded before accessing properties. According to TypeScript 4.4 release notes, catch variables are typed as unknown to enforce safety since JavaScript allows throwing any value (not just Error objects).
Fix applied: Updated all three catch blocks to use the safe pattern: error instanceof Error ? error.message : 'Unknown error', matching the pattern already used in unified-job-search.ts and working-job-search.ts.
| @@ -0,0 +1,95 @@ | |||
| import { MCPClient } from '@modelcontextprotocol/client'; | |||
There was a problem hiding this comment.
The JobSpyMCPAdapter imports @modelcontextprotocol/client which is not listed as a dependency in package.json. This will cause a module resolution error at runtime when the application tries to initialize the adapter.
View Details
📝 Patch Details
diff --git a/services/agent-orchestrator/package-lock.json b/services/agent-orchestrator/package-lock.json
index 0fd3807..b54f1a5 100644
--- a/services/agent-orchestrator/package-lock.json
+++ b/services/agent-orchestrator/package-lock.json
@@ -9,6 +9,7 @@
"version": "1.0.0",
"license": "MIT",
"dependencies": {
+ "@modelcontextprotocol/sdk": "^1.0.0",
"amqplib": "^0.10.3",
"axios": "^1.12.1",
"bcryptjs": "^2.4.3",
@@ -1902,6 +1903,372 @@
"@jridgewell/sourcemap-codec": "^1.4.14"
}
},
+ "node_modules/@modelcontextprotocol/sdk": {
+ "version": "1.23.0",
+ "resolved": "https://registry.npmjs.org/@modelcontextprotocol/sdk/-/sdk-1.23.0.tgz",
+ "integrity": "sha512-MCGd4K9aZKvuSqdoBkdMvZNcYXCkZRYVs/Gh92mdV5IHbctX9H9uIvd4X93+9g8tBbXv08sxc/QHXTzf8y65bA==",
+ "license": "MIT",
+ "dependencies": {
+ "ajv": "^8.17.1",
+ "ajv-formats": "^3.0.1",
+ "content-type": "^1.0.5",
+ "cors": "^2.8.5",
+ "cross-spawn": "^7.0.5",
+ "eventsource": "^3.0.2",
+ "eventsource-parser": "^3.0.0",
+ "express": "^5.0.1",
+ "express-rate-limit": "^7.5.0",
+ "pkce-challenge": "^5.0.0",
+ "raw-body": "^3.0.0",
+ "zod": "^3.25 || ^4.0",
+ "zod-to-json-schema": "^3.25.0"
+ },
+ "engines": {
+ "node": ">=18"
+ },
+ "peerDependencies": {
+ "@cfworker/json-schema": "^4.1.1",
+ "zod": "^3.25 || ^4.0"
+ },
+ "peerDependenciesMeta": {
+ "@cfworker/json-schema": {
+ "optional": true
+ },
+ "zod": {
+ "optional": false
+ }
+ }
+ },
+ "node_modules/@modelcontextprotocol/sdk/node_modules/accepts": {
+ "version": "2.0.0",
+ "resolved": "https://registry.npmjs.org/accepts/-/accepts-2.0.0.tgz",
+ "integrity": "sha512-5cvg6CtKwfgdmVqY1WIiXKc3Q1bkRqGLi+2W/6ao+6Y7gu/RCwRuAhGEzh5B4KlszSuTLgZYuqFqo5bImjNKng==",
+ "license": "MIT",
+ "dependencies": {
+ "mime-types": "^3.0.0",
+ "negotiator": "^1.0.0"
+ },
+ "engines": {
+ "node": ">= 0.6"
+ }
+ },
+ "node_modules/@modelcontextprotocol/sdk/node_modules/ajv": {
+ "version": "8.17.1",
+ "resolved": "https://registry.npmjs.org/ajv/-/ajv-8.17.1.tgz",
+ "integrity": "sha512-B/gBuNg5SiMTrPkC+A2+cW0RszwxYmn6VYxB/inlBStS5nx6xHIt/ehKRhIMhqusl7a8LjQoZnjCs5vhwxOQ1g==",
+ "license": "MIT",
+ "dependencies": {
+ "fast-deep-equal": "^3.1.3",
+ "fast-uri": "^3.0.1",
+ "json-schema-traverse": "^1.0.0",
+ "require-from-string": "^2.0.2"
+ },
+ "funding": {
+ "type": "github",
+ "url": "https://github.com/sponsors/epoberezkin"
+ }
+ },
+ "node_modules/@modelcontextprotocol/sdk/node_modules/body-parser": {
+ "version": "2.2.1",
+ "resolved": "https://registry.npmjs.org/body-parser/-/body-parser-2.2.1.tgz",
+ "integrity": "sha512-nfDwkulwiZYQIGwxdy0RUmowMhKcFVcYXUU7m4QlKYim1rUtg83xm2yjZ40QjDuc291AJjjeSc9b++AWHSgSHw==",
+ "license": "MIT",
+ "dependencies": {
+ "bytes": "^3.1.2",
+ "content-type": "^1.0.5",
+ "debug": "^4.4.3",
+ "http-errors": "^2.0.0",
+ "iconv-lite": "^0.7.0",
+ "on-finished": "^2.4.1",
+ "qs": "^6.14.0",
+ "raw-body": "^3.0.1",
+ "type-is": "^2.0.1"
+ },
+ "engines": {
+ "node": ">=18"
+ },
+ "funding": {
+ "type": "opencollective",
+ "url": "https://opencollective.com/express"
+ }
+ },
+ "node_modules/@modelcontextprotocol/sdk/node_modules/content-disposition": {
+ "version": "1.0.1",
+ "resolved": "https://registry.npmjs.org/content-disposition/-/content-disposition-1.0.1.tgz",
+ "integrity": "sha512-oIXISMynqSqm241k6kcQ5UwttDILMK4BiurCfGEREw6+X9jkkpEe5T9FZaApyLGGOnFuyMWZpdolTXMtvEJ08Q==",
+ "license": "MIT",
+ "engines": {
+ "node": ">=18"
+ },
+ "funding": {
+ "type": "opencollective",
+ "url": "https://opencollective.com/express"
+ }
+ },
+ "node_modules/@modelcontextprotocol/sdk/node_modules/cookie-signature": {
+ "version": "1.2.2",
+ "resolved": "https://registry.npmjs.org/cookie-signature/-/cookie-signature-1.2.2.tgz",
+ "integrity": "sha512-D76uU73ulSXrD1UXF4KE2TMxVVwhsnCgfAyTg9k8P6KGZjlXKrOLe4dJQKI3Bxi5wjesZoFXJWElNWBjPZMbhg==",
+ "license": "MIT",
+ "engines": {
+ "node": ">=6.6.0"
+ }
+ },
+ "node_modules/@modelcontextprotocol/sdk/node_modules/express": {
+ "version": "5.1.0",
+ "resolved": "https://registry.npmjs.org/express/-/express-5.1.0.tgz",
+ "integrity": "sha512-DT9ck5YIRU+8GYzzU5kT3eHGA5iL+1Zd0EutOmTE9Dtk+Tvuzd23VBU+ec7HPNSTxXYO55gPV/hq4pSBJDjFpA==",
+ "license": "MIT",
+ "dependencies": {
+ "accepts": "^2.0.0",
+ "body-parser": "^2.2.0",
+ "content-disposition": "^1.0.0",
+ "content-type": "^1.0.5",
+ "cookie": "^0.7.1",
+ "cookie-signature": "^1.2.1",
+ "debug": "^4.4.0",
+ "encodeurl": "^2.0.0",
+ "escape-html": "^1.0.3",
+ "etag": "^1.8.1",
+ "finalhandler": "^2.1.0",
+ "fresh": "^2.0.0",
+ "http-errors": "^2.0.0",
+ "merge-descriptors": "^2.0.0",
+ "mime-types": "^3.0.0",
+ "on-finished": "^2.4.1",
+ "once": "^1.4.0",
+ "parseurl": "^1.3.3",
+ "proxy-addr": "^2.0.7",
+ "qs": "^6.14.0",
+ "range-parser": "^1.2.1",
+ "router": "^2.2.0",
+ "send": "^1.1.0",
+ "serve-static": "^2.2.0",
+ "statuses": "^2.0.1",
+ "type-is": "^2.0.1",
+ "vary": "^1.1.2"
+ },
+ "engines": {
+ "node": ">= 18"
+ },
+ "funding": {
+ "type": "opencollective",
+ "url": "https://opencollective.com/express"
+ }
+ },
+ "node_modules/@modelcontextprotocol/sdk/node_modules/finalhandler": {
+ "version": "2.1.0",
+ "resolved": "https://registry.npmjs.org/finalhandler/-/finalhandler-2.1.0.tgz",
+ "integrity": "sha512-/t88Ty3d5JWQbWYgaOGCCYfXRwV1+be02WqYYlL6h0lEiUAMPM8o8qKGO01YIkOHzka2up08wvgYD0mDiI+q3Q==",
+ "license": "MIT",
+ "dependencies": {
+ "debug": "^4.4.0",
+ "encodeurl": "^2.0.0",
+ "escape-html": "^1.0.3",
+ "on-finished": "^2.4.1",
+ "parseurl": "^1.3.3",
+ "statuses": "^2.0.1"
+ },
+ "engines": {
+ "node": ">= 0.8"
+ }
+ },
+ "node_modules/@modelcontextprotocol/sdk/node_modules/fresh": {
+ "version": "2.0.0",
+ "resolved": "https://registry.npmjs.org/fresh/-/fresh-2.0.0.tgz",
+ "integrity": "sha512-Rx/WycZ60HOaqLKAi6cHRKKI7zxWbJ31MhntmtwMoaTeF7XFH9hhBp8vITaMidfljRQ6eYWCKkaTK+ykVJHP2A==",
+ "license": "MIT",
+ "engines": {
+ "node": ">= 0.8"
+ }
+ },
+ "node_modules/@modelcontextprotocol/sdk/node_modules/http-errors": {
+ "version": "2.0.1",
+ "resolved": "https://registry.npmjs.org/http-errors/-/http-errors-2.0.1.tgz",
+ "integrity": "sha512-4FbRdAX+bSdmo4AUFuS0WNiPz8NgFt+r8ThgNWmlrjQjt1Q7ZR9+zTlce2859x4KSXrwIsaeTqDoKQmtP8pLmQ==",
+ "license": "MIT",
+ "dependencies": {
+ "depd": "~2.0.0",
+ "inherits": "~2.0.4",
+ "setprototypeof": "~1.2.0",
+ "statuses": "~2.0.2",
+ "toidentifier": "~1.0.1"
+ },
+ "engines": {
+ "node": ">= 0.8"
+ },
+ "funding": {
+ "type": "opencollective",
+ "url": "https://opencollective.com/express"
+ }
+ },
+ "node_modules/@modelcontextprotocol/sdk/node_modules/iconv-lite": {
+ "version": "0.7.0",
+ "resolved": "https://registry.npmjs.org/iconv-lite/-/iconv-lite-0.7.0.tgz",
+ "integrity": "sha512-cf6L2Ds3h57VVmkZe+Pn+5APsT7FpqJtEhhieDCvrE2MK5Qk9MyffgQyuxQTm6BChfeZNtcOLHp9IcWRVcIcBQ==",
+ "license": "MIT",
+ "dependencies": {
+ "safer-buffer": ">= 2.1.2 < 3.0.0"
+ },
+ "engines": {
+ "node": ">=0.10.0"
+ },
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+ "resolved": "https://registry.npmjs.org/media-typer/-/media-typer-1.1.0.tgz",
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+ "license": "MIT",
+ "engines": {
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+ "license": "MIT",
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+ },
+ "funding": {
+ "url": "https://github.com/sponsors/sindresorhus"
+ }
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+ "resolved": "https://registry.npmjs.org/mime-db/-/mime-db-1.54.0.tgz",
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+ "license": "MIT",
+ "engines": {
+ "node": ">= 0.6"
+ }
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+ "license": "MIT",
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+ },
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+ "node": ">=18"
+ },
+ "funding": {
+ "type": "opencollective",
+ "url": "https://opencollective.com/express"
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+ "resolved": "https://registry.npmjs.org/negotiator/-/negotiator-1.0.0.tgz",
+ "integrity": "sha512-8Ofs/AUQh8MaEcrlq5xOX0CQ9ypTF5dl78mjlMNfOK08fzpgTHQRQPBxcPlEtIw0yRpws+Zo/3r+5WRby7u3Gg==",
+ "license": "MIT",
+ "engines": {
+ "node": ">= 0.6"
+ }
+ },
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+ "license": "BSD-3-Clause",
+ "dependencies": {
+ "side-channel": "^1.1.0"
+ },
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+ "node": ">=0.6"
+ },
+ "funding": {
+ "url": "https://github.com/sponsors/ljharb"
+ }
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+ "resolved": "https://registry.npmjs.org/raw-body/-/raw-body-3.0.2.tgz",
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+ "license": "MIT",
+ "dependencies": {
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+ "http-errors": "~2.0.1",
+ "iconv-lite": "~0.7.0",
+ "unpipe": "~1.0.0"
+ },
+ "engines": {
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+ }
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+ "node_modules/@modelcontextprotocol/sdk/node_modules/send": {
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+ "license": "MIT",
+ "dependencies": {
+ "debug": "^4.3.5",
+ "encodeurl": "^2.0.0",
+ "escape-html": "^1.0.3",
+ "etag": "^1.8.1",
+ "fresh": "^2.0.0",
+ "http-errors": "^2.0.0",
+ "mime-types": "^3.0.1",
+ "ms": "^2.1.3",
+ "on-finished": "^2.4.1",
+ "range-parser": "^1.2.1",
+ "statuses": "^2.0.1"
+ },
+ "engines": {
+ "node": ">= 18"
+ }
+ },
+ "node_modules/@modelcontextprotocol/sdk/node_modules/serve-static": {
+ "version": "2.2.0",
+ "resolved": "https://registry.npmjs.org/serve-static/-/serve-static-2.2.0.tgz",
+ "integrity": "sha512-61g9pCh0Vnh7IutZjtLGGpTA355+OPn2TyDv/6ivP2h/AdAVX9azsoxmg2/M6nZeQZNYBEwIcsne1mJd9oQItQ==",
+ "license": "MIT",
+ "dependencies": {
+ "encodeurl": "^2.0.0",
+ "escape-html": "^1.0.3",
+ "parseurl": "^1.3.3",
+ "send": "^1.2.0"
+ },
+ "engines": {
+ "node": ">= 18"
+ }
+ },
+ "node_modules/@modelcontextprotocol/sdk/node_modules/statuses": {
+ "version": "2.0.2",
+ "resolved": "https://registry.npmjs.org/statuses/-/statuses-2.0.2.tgz",
+ "integrity": "sha512-DvEy55V3DB7uknRo+4iOGT5fP1slR8wQohVdknigZPMpMstaKJQWhwiYBACJE3Ul2pTnATihhBYnRhZQHGBiRw==",
+ "license": "MIT",
+ "engines": {
+ "node": ">= 0.8"
+ }
+ },
+ "node_modules/@modelcontextprotocol/sdk/node_modules/type-is": {
+ "version": "2.0.1",
+ "resolved": "https://registry.npmjs.org/type-is/-/type-is-2.0.1.tgz",
+ "integrity": "sha512-OZs6gsjF4vMp32qrCbiVSkrFmXtG/AZhY3t0iAMrMBiAZyV9oALtXO8hsrHbMXF9x6L3grlFuwW2oAz7cav+Gw==",
+ "license": "MIT",
+ "dependencies": {
+ "content-type": "^1.0.5",
+ "media-typer": "^1.1.0",
+ "mime-types": "^3.0.0"
+ },
+ "engines": {
+ "node": ">= 0.6"
+ }
+ },
"node_modules/@nodelib/fs.scandir": {
"version": "2.1.5",
"resolved": "https://registry.npmjs.org/@nodelib/fs.scandir/-/fs.scandir-2.1.5.tgz",
@@ -3343,6 +3710,45 @@
"url": "https://github.com/sponsors/epoberezkin"
}
},
+ "node_modules/ajv-formats": {
+ "version": "3.0.1",
+ "resolved": "https://registry.npmjs.org/ajv-formats/-/ajv-formats-3.0.1.tgz",
+ "integrity": "sha512-8iUql50EUR+uUcdRQ3HDqa6EVyo3docL8g5WJ3FNcWmu62IbkGUue/pEyLBW8VGKKucTPgqeks4fIU1DA4yowQ==",
+ "license": "MIT",
+ "dependencies": {
+ "ajv": "^8.0.0"
+ },
+ "peerDependencies": {
+ "ajv": "^8.0.0"
+ },
+ "peerDependenciesMeta": {
+ "ajv": {
+ "optional": true
+ }
+ }
+ },
+ "node_modules/ajv-formats/node_modules/ajv": {
+ "version": "8.17.1",
+ "resolved": "https://registry.npmjs.org/ajv/-/ajv-8.17.1.tgz",
+ "integrity": "sha512-B/gBuNg5SiMTrPkC+A2+cW0RszwxYmn6VYxB/inlBStS5nx6xHIt/ehKRhIMhqusl7a8LjQoZnjCs5vhwxOQ1g==",
+ "license": "MIT",
+ "dependencies": {
+ "fast-deep-equal": "^3.1.3",
+ "fast-uri": "^3.0.1",
+ "json-schema-traverse": "^1.0.0",
+ "require-from-string": "^2.0.2"
+ },
+ "funding": {
+ "type": "github",
+ "url": "https://github.com/sponsors/epoberezkin"
+ }
+ },
+ "node_modules/ajv-formats/node_modules/json-schema-traverse": {
+ "version": "1.0.0",
+ "resolved": "https://registry.npmjs.org/json-schema-traverse/-/json-schema-traverse-1.0.0.tgz",
+ "integrity": "sha512-NM8/P9n3XjXhIZn1lLhkFaACTOURQXjWhV4BA/RnOv8xvgqtqpAX9IO4mRQxSx1Rlo4tqzeqb0sOlruaOy3dug==",
+ "license": "MIT"
+ },
"node_modules/amqplib": {
"version": "0.10.9",
"resolved": "https://registry.npmjs.org/amqplib/-/amqplib-0.10.9.tgz",
@@ -4237,7 +4643,6 @@
"version": "7.0.6",
"resolved": "https://registry.npmjs.org/cross-spawn/-/cross-spawn-7.0.6.tgz",
"integrity": "sha512-uV2QOWP2nWzsy2aMp8aRibhi9dlzF5Hgh5SHaB9OiTGEyDTiJJyx0uy51QXdyWbtAHNua4XJzUKca3OzKUd3vA==",
- "dev": true,
"license": "MIT",
"dependencies": {
"path-key": "^3.1.0",
@@ -4280,7 +4685,6 @@
"version": "4.4.3",
"resolved": "https://registry.npmjs.org/debug/-/debug-4.4.3.tgz",
"integrity": "sha512-RGwwWnwQvkVfavKVt22FGLw+xYSdzARwm0ru6DhTVA3umU5hZc28V3kO4stgYryrTlLpuvgI9GiijltAjNbcqA==",
- "dev": true,
"license": "MIT",
"dependencies": {
"ms": "^2.1.3"
@@ -4865,6 +5269,27 @@
"node": ">= 0.6"
}
},
+ "node_modules/eventsource": {
+ "version": "3.0.7",
+ "resolved": "https://registry.npmjs.org/eventsource/-/eventsource-3.0.7.tgz",
+ "integrity": "sha512-CRT1WTyuQoD771GW56XEZFQ/ZoSfWid1alKGDYMmkt2yl8UXrVR4pspqWNEcqKvVIzg6PAltWjxcSSPrboA4iA==",
+ "license": "MIT",
+ "dependencies": {
+ "eventsource-parser": "^3.0.1"
+ },
+ "engines": {
+ "node": ">=18.0.0"
+ }
+ },
+ "node_modules/eventsource-parser": {
+ "version": "3.0.6",
+ "resolved": "https://registry.npmjs.org/eventsource-parser/-/eventsource-parser-3.0.6.tgz",
+ "integrity": "sha512-Vo1ab+QXPzZ4tCa8SwIHJFaSzy4R6SHf7BY79rFBDf0idraZWAkYrDjDj8uWaSm3S2TK+hJ7/t1CEmZ7jXw+pg==",
+ "license": "MIT",
+ "engines": {
+ "node": ">=18.0.0"
+ }
+ },
"node_modules/execa": {
"version": "5.1.1",
"resolved": "https://registry.npmjs.org/execa/-/execa-5.1.1.tgz",
@@ -4995,7 +5420,6 @@
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"resolved": "https://registry.npmjs.org/fast-deep-equal/-/fast-deep-equal-3.1.3.tgz",
"integrity": "sha512-f3qQ9oQy9j2AhBe/H9VC91wLmKBCCU/gDOnKNAYG5hswO7BLKj09Hc5HYNz9cGI++xlpDCIgDaitVs03ATR84Q==",
- "dev": true,
"license": "MIT"
},
"node_modules/fast-glob": {
@@ -5042,6 +5466,22 @@
"dev": true,
"license": "MIT"
},
+ "node_modules/fast-uri": {
+ "version": "3.1.0",
+ "resolved": "https://registry.npmjs.org/fast-uri/-/fast-uri-3.1.0.tgz",
+ "integrity": "sha512-iPeeDKJSWf4IEOasVVrknXpaBV0IApz/gp7S2bb7Z4Lljbl2MGJRqInZiUrQwV16cpzw/D3S5j5Julj/gT52AA==",
+ "funding": [
+ {
+ "type": "github",
+ "url": "https://github.com/sponsors/fastify"
+ },
+ {
+ "type": "opencollective",
+ "url": "https://opencollective.com/fastify"
+ }
+ ],
+ "license": "BSD-3-Clause"
+ },
"node_modules/fast-xml-parser": {
"version": "5.2.5",
"resolved": "https://registry.npmjs.org/fast-xml-parser/-/fast-xml-parser-5.2.5.tgz",
@@ -5826,6 +6266,12 @@
"node": ">=8"
}
},
+ "node_modules/is-promise": {
+ "version": "4.0.0",
+ "resolved": "https://registry.npmjs.org/is-promise/-/is-promise-4.0.0.tgz",
+ "integrity": "sha512-hvpoI6korhJMnej285dSg6nu1+e6uxs7zG3BYAm5byqDsgJNWwxzM6z6iZiAgQR4TJ30JmBTOwqZUw3WlyH3AQ==",
+ "license": "MIT"
+ },
"node_modules/is-stream": {
"version": "2.0.1",
"resolved": "https://registry.npmjs.org/is-stream/-/is-stream-2.0.1.tgz",
@@ -5842,7 +6288,6 @@
"version": "2.0.0",
"resolved": "https://registry.npmjs.org/isexe/-/isexe-2.0.0.tgz",
"integrity": "sha512-RHxMLp9lnKHGHRng9QFhRCMbYAcVpn69smSGcq3f36xjgVVWThj4qqLbTLlq7Ssj8B+fIQ1EuCEGI2lKsyQeIw==",
- "dev": true,
"license": "ISC"
},
"node_modules/istanbul-lib-coverage": {
@@ -7091,7 +7536,6 @@
"version": "1.4.0",
"resolved": "https://registry.npmjs.org/once/-/once-1.4.0.tgz",
"integrity": "sha512-lNaJgI+2Q5URQBkccEKHTQOPaXdUxnZZElQTZY0MFUAuaEqe1E+Nyvgdz/aIyNi6Z9MzO5dv1H8n58/GELp3+w==",
- "dev": true,
"license": "ISC",
"dependencies": {
"wrappy": "1"
@@ -7296,7 +7740,6 @@
"version": "3.1.1",
"resolved": "https://registry.npmjs.org/path-key/-/path-key-3.1.1.tgz",
"integrity": "sha512-ojmeN0qd+y0jszEtoY48r0Peq5dwMEkIlCOu6Q5f41lfkswXuKtYrhgoTpLnyIcHm24Uhqx+5Tqm2InSwLhE6Q==",
- "dev": true,
"license": "MIT",
"engines": {
"node": ">=8"
@@ -7444,6 +7887,15 @@
"node": ">= 6"
}
},
+ "node_modules/pkce-challenge": {
+ "version": "5.0.1",
+ "resolved": "https://registry.npmjs.org/pkce-challenge/-/pkce-challenge-5.0.1.tgz",
+ "integrity": "sha512-wQ0b/W4Fr01qtpHlqSqspcj3EhBvimsdh0KlHhH8HRZnMsEa0ea2fTULOXOS9ccQr3om+GcGRk4e+isrZWV8qQ==",
+ "license": "MIT",
+ "engines": {
+ "node": ">=16.20.0"
+ }
+ },
"node_modules/pkg-dir": {
"version": "4.2.0",
"resolved": "https://registry.npmjs.org/pkg-dir/-/pkg-dir-4.2.0.tgz",
@@ -7833,6 +8285,15 @@
"node": ">=0.10.0"
}
},
+ "node_modules/require-from-string": {
+ "version": "2.0.2",
+ "resolved": "https://registry.npmjs.org/require-from-string/-/require-from-string-2.0.2.tgz",
+ "integrity": "sha512-Xf0nWe6RseziFMu+Ap9biiUbmplq6S9/p+7w7YXP/JBHhrUDDUhwa+vANyubuqfZWTveU//DYVGsDG7RKL/vEw==",
+ "license": "MIT",
+ "engines": {
+ "node": ">=0.10.0"
+ }
+ },
"node_modules/requires-port": {
"version": "1.0.0",
"resolved": "https://registry.npmjs.org/requires-port/-/requires-port-1.0.0.tgz",
@@ -7931,6 +8392,32 @@
"url": "https://github.com/sponsors/isaacs"
}
},
+ "node_modules/router": {
+ "version": "2.2.0",
+ "resolved": "https://registry.npmjs.org/router/-/router-2.2.0.tgz",
+ "integrity": "sha512-nLTrUKm2UyiL7rlhapu/Zl45FwNgkZGaCpZbIHajDYgwlJCOzLSk+cIPAnsEqV955GjILJnKbdQC1nVPz+gAYQ==",
+ "license": "MIT",
+ "dependencies": {
+ "debug": "^4.4.0",
+ "depd": "^2.0.0",
+ "is-promise": "^4.0.0",
+ "parseurl": "^1.3.3",
+ "path-to-regexp": "^8.0.0"
+ },
+ "engines": {
+ "node": ">= 18"
+ }
+ },
+ "node_modules/router/node_modules/path-to-regexp": {
+ "version": "8.3.0",
+ "resolved": "https://registry.npmjs.org/path-to-regexp/-/path-to-regexp-8.3.0.tgz",
+ "integrity": "sha512-7jdwVIRtsP8MYpdXSwOS0YdD0Du+qOoF/AEPIt88PcCFrZCzx41oxku1jD88hZBwbNUIEfpqvuhjFaMAqMTWnA==",
+ "license": "MIT",
+ "funding": {
+ "type": "opencollective",
+ "url": "https://opencollective.com/express"
+ }
+ },
"node_modules/run-parallel": {
"version": "1.2.0",
"resolved": "https://registry.npmjs.org/run-parallel/-/run-parallel-1.2.0.tgz",
@@ -8075,7 +8562,6 @@
"version": "2.0.0",
"resolved": "https://registry.npmjs.org/shebang-command/-/shebang-command-2.0.0.tgz",
"integrity": "sha512-kHxr2zZpYtdmrN1qDjrrX/Z1rR1kG8Dx+gkpK1G4eXmvXswmcE1hTWBWYUzlraYw1/yZp6YuDY77YtvbN0dmDA==",
- "dev": true,
"license": "MIT",
"dependencies": {
"shebang-regex": "^3.0.0"
@@ -8088,7 +8574,6 @@
"version": "3.0.0",
"resolved": "https://registry.npmjs.org/shebang-regex/-/shebang-regex-3.0.0.tgz",
"integrity": "sha512-7++dFhtcx3353uBaq8DDR4NuxBetBzC7ZQOhmTQInHEd6bSrXdiEyzCvG07Z44UYdLShWUyXt5M/yhz8ekcb1A==",
- "dev": true,
"license": "MIT",
"engines": {
"node": ">=8"
@@ -8949,7 +9434,6 @@
"version": "2.0.2",
"resolved": "https://registry.npmjs.org/which/-/which-2.0.2.tgz",
"integrity": "sha512-BLI3Tl1TW3Pvl70l3yq3Y64i+awpwXqsGBYWkkqMtnbXgrMD+yj7rhW0kuEDxzJaYXGjEW5ogapKNMEKNMjibA==",
- "dev": true,
"license": "ISC",
"dependencies": {
"isexe": "^2.0.0"
@@ -9036,7 +9520,6 @@
"version": "1.0.2",
"resolved": "https://registry.npmjs.org/wrappy/-/wrappy-1.0.2.tgz",
"integrity": "sha512-l4Sp/DRseor9wL6EvV2+TuQn63dMkPjZ/sp9XkghTEbV9KlPS1xUsZ3u7/IQO4wxtcFB4bgpQPRcR3QCvezPcQ==",
- "dev": true,
"license": "ISC"
},
"node_modules/write-file-atomic": {
@@ -9130,6 +9613,24 @@
"funding": {
"url": "https://github.com/sponsors/sindresorhus"
}
+ },
+ "node_modules/zod": {
+ "version": "4.1.13",
+ "resolved": "https://registry.npmjs.org/zod/-/zod-4.1.13.tgz",
+ "integrity": "sha512-AvvthqfqrAhNH9dnfmrfKzX5upOdjUVJYFqNSlkmGf64gRaTzlPwz99IHYnVs28qYAybvAlBV+H7pn0saFY4Ig==",
+ "license": "MIT",
+ "funding": {
+ "url": "https://github.com/sponsors/colinhacks"
+ }
+ },
+ "node_modules/zod-to-json-schema": {
+ "version": "3.25.0",
+ "resolved": "https://registry.npmjs.org/zod-to-json-schema/-/zod-to-json-schema-3.25.0.tgz",
+ "integrity": "sha512-HvWtU2UG41LALjajJrML6uQejQhNJx+JBO9IflpSja4R03iNWfKXrj6W2h7ljuLyc1nKS+9yDyL/9tD1U/yBnQ==",
+ "license": "ISC",
+ "peerDependencies": {
+ "zod": "^3.25 || ^4"
+ }
}
}
}
diff --git a/services/agent-orchestrator/package.json b/services/agent-orchestrator/package.json
index 36d81d6..9df82a1 100644
--- a/services/agent-orchestrator/package.json
+++ b/services/agent-orchestrator/package.json
@@ -21,6 +21,7 @@
"author": "AJOB4AGENT",
"license": "MIT",
"dependencies": {
+ "@modelcontextprotocol/sdk": "^1.0.0",
"amqplib": "^0.10.3",
"axios": "^1.12.1",
"bcryptjs": "^2.4.3",
diff --git a/services/agent-orchestrator/src/adapters/jobspy-mcp-adapter.ts b/services/agent-orchestrator/src/adapters/jobspy-mcp-adapter.ts
index 4f0cbc2..c21b59e 100644
--- a/services/agent-orchestrator/src/adapters/jobspy-mcp-adapter.ts
+++ b/services/agent-orchestrator/src/adapters/jobspy-mcp-adapter.ts
@@ -1,23 +1,24 @@
-import { MCPClient } from '@modelcontextprotocol/client';
+import { Client } from '@modelcontextprotocol/sdk/client/index.js';
+import { StreamableHTTPClientTransport } from '@modelcontextprotocol/sdk/client/streamableHttp.js';
import { JobSearchParams, JobResult, JobSearchResponse } from '../types/job-search';
export class JobSpyMCPAdapter {
- private client: MCPClient;
+ private client: Client;
private serverUrl: string;
+ private transport: StreamableHTTPClientTransport | null = null;
constructor(serverUrl: string = 'http://localhost:9423') {
this.serverUrl = serverUrl;
- this.client = new MCPClient({
- transport: {
- type: 'http',
- url: serverUrl
- }
+ this.client = new Client({
+ name: 'jobspy-adapter',
+ version: '1.0.0'
});
}
async initialize(): Promise<void> {
try {
- await this.client.connect();
+ this.transport = new StreamableHTTPClientTransport(new URL(this.serverUrl));
+ await this.client.connect(this.transport);
console.log('✅ JobSpy MCP Server connected');
} catch (error) {
console.error('❌ Failed to connect to JobSpy MCP Server:', error);
@@ -27,14 +28,17 @@ export class JobSpyMCPAdapter {
async searchJobs(params: JobSearchParams): Promise<JobSearchResponse> {
try {
- const response = await this.client.callTool('search_jobs', {
- search_term: params.searchTerm,
- location: params.location,
- site_names: params.platforms.join(','),
- results_wanted: 50,
- hours_old: this.mapDatePosted(params.datePosted),
- country_indeed: 'USA',
- offset: 0
+ const response = await this.client.callTool({
+ name: 'search_jobs',
+ arguments: {
+ search_term: params.searchTerm,
+ location: params.location,
+ site_names: params.platforms.join(','),
+ results_wanted: 50,
+ hours_old: this.mapDatePosted(params.datePosted),
+ country_indeed: 'USA',
+ offset: 0
+ }
});
return this.transformResponse(response, params);
@@ -90,6 +94,8 @@ export class JobSpyMCPAdapter {
}
async disconnect(): Promise<void> {
- await this.client.disconnect();
+ if (this.transport) {
+ await this.transport.close();
+ }
}
-}
\ No newline at end of file
+}
diff --git a/services/agent-orchestrator/src/adapters/tech-talent-adapter.ts b/services/agent-orchestrator/src/adapters/tech-talent-adapter.ts
index d9956ce..24f9eab 100644
--- a/services/agent-orchestrator/src/adapters/tech-talent-adapter.ts
+++ b/services/agent-orchestrator/src/adapters/tech-talent-adapter.ts
@@ -1,24 +1,27 @@
-import { MCPClient } from '@modelcontextprotocol/client';
+import { Client } from '@modelcontextprotocol/sdk/client/index.js';
+import { StdioClientTransport } from '@modelcontextprotocol/sdk/client/stdio.js';
import { JobSearchParams, JobResult, JobSearchResponse } from '../types/job-search';
export class TechTalentAdapter {
- private client: MCPClient;
+ private client: Client;
private serverPath: string;
+ private transport: StdioClientTransport | null = null;
constructor(serverPath: string = '/Users/garvey/Documents/GitHub/AJOB4AGENT/mcp-servers/tech-talent-server/dist/index.js') {
this.serverPath = serverPath;
- this.client = new MCPClient({
- transport: {
- type: 'stdio',
- command: 'node',
- args: [serverPath]
- }
+ this.client = new Client({
+ name: 'tech-talent-adapter',
+ version: '1.0.0'
});
}
async initialize(): Promise<void> {
try {
- await this.client.connect();
+ this.transport = new StdioClientTransport({
+ command: 'node',
+ args: [this.serverPath]
+ });
+ await this.client.connect(this.transport);
console.log('✅ Tech Talent Unified MCP Server connected');
} catch (error) {
console.error('❌ Failed to connect to Tech Talent MCP Server:', error);
@@ -31,14 +34,17 @@ export class TechTalentAdapter {
// Map location to Built In platforms
const platforms = this.selectPlatforms(params.location);
- const response = await this.client.callTool('search_tech_talent_jobs', {
- query: params.searchTerm,
- location: params.location,
- platforms,
- experience_level: params.experienceLevel,
- remote_ok: params.remoteOnly,
- salary_min: params.salaryMin,
- limit: 30
+ const response = await this.client.callTool({
+ name: 'search_tech_talent_jobs',
+ arguments: {
+ query: params.searchTerm,
+ location: params.location,
+ platforms,
+ experience_level: params.experienceLevel,
+ remote_ok: params.remoteOnly,
+ salary_min: params.salaryMin,
+ limit: 30
+ }
});
return this.transformResponse(response, params);
@@ -134,6 +140,8 @@ export class TechTalentAdapter {
}
async disconnect(): Promise<void> {
- await this.client.disconnect();
+ if (this.transport) {
+ await this.transport.close();
+ }
}
-}
\ No newline at end of file
+}
diff --git a/services/agent-orchestrator/src/adapters/ycombinator-adapter.ts b/services/agent-orchestrator/src/adapters/ycombinator-adapter.ts
index 83d3dd8..930ce13 100644
--- a/services/agent-orchestrator/src/adapters/ycombinator-adapter.ts
+++ b/services/agent-orchestrator/src/adapters/ycombinator-adapter.ts
@@ -1,24 +1,27 @@
-import { MCPClient } from '@modelcontextprotocol/client';
+import { Client } from '@modelcontextprotocol/sdk/client/index.js';
+import { StdioClientTransport } from '@modelcontextprotocol/sdk/client/stdio.js';
import { JobSearchParams, JobResult, JobSearchResponse } from '../types/job-search';
export class YCombinatorAdapter {
- private client: MCPClient;
+ private client: Client;
private serverPath: string;
+ private transport: StdioClientTransport | null = null;
constructor(serverPath: string = '/Users/garvey/Documents/GitHub/AJOB4AGENT/mcp-servers/ycombinator-server/dist/index.js') {
this.serverPath = serverPath;
- this.client = new MCPClient({
- transport: {
- type: 'stdio',
- command: 'node',
- args: [serverPath]
- }
+ this.client = new Client({
+ name: 'ycombinator-adapter',
+ version: '1.0.0'
});
}
async initialize(): Promise<void> {
try {
- await this.client.connect();
+ this.transport = new StdioClientTransport({
+ command: 'node',
+ args: [this.serverPath]
+ });
+ await this.client.connect(this.transport);
console.log('✅ Y Combinator MCP Server connected');
} catch (error) {
console.error('❌ Failed to connect to Y Combinator MCP Server:', error);
@@ -28,12 +31,15 @@ export class YCombinatorAdapter {
async searchJobs(params: JobSearchParams): Promise<JobSearchResponse> {
try {
- const response = await this.client.callTool('search_yc_jobs', {
- query: params.searchTerm,
- location: params.location,
- experience_level: params.experienceLevel,
- remote_ok: params.remoteOnly,
- limit: 50
+ const response = await this.client.callTool({
+ name: 'search_yc_jobs',
+ arguments: {
+ query: params.searchTerm,
+ location: params.location,
+ experience_level: params.experienceLevel,
+ remote_ok: params.remoteOnly,
+ limit: 50
+ }
});
return this.transformResponse(response, params);
@@ -97,6 +103,8 @@ export class YCombinatorAdapter {
}
async disconnect(): Promise<void> {
- await this.client.disconnect();
+ if (this.transport) {
+ await this.transport.close();
+ }
}
-}
\ No newline at end of file
+}
diff --git a/services/agent-orchestrator/tsconfig.json b/services/agent-orchestrator/tsconfig.json
index 2700030..68523d6 100644
--- a/services/agent-orchestrator/tsconfig.json
+++ b/services/agent-orchestrator/tsconfig.json
@@ -1,12 +1,15 @@
{
"compilerOptions": {
- "target": "es6",
+ "target": "es2020",
"module": "commonjs",
+ "moduleResolution": "node",
"outDir": "./dist",
"rootDir": "./src",
"strict": true,
"esModuleInterop": true,
"skipLibCheck": true,
- "forceConsistentCasingInFileNames": true
+ "forceConsistentCasingInFileNames": true,
+ "resolveJsonModule": true,
+ "allowSyntheticDefaultImports": true
}
}
\ No newline at end of file
Analysis
Missing @modelcontextprotocol/sdk dependency causes module resolution errors in MCP adapter classes
What fails: The files JobSpyMCPAdapter, TechTalentAdapter, and YCombinatorAdapter cannot be compiled because they import from a non-existent package @modelcontextprotocol/client. TypeScript compiler error: TS2307: Cannot find module '@modelcontextprotocol/client' or its corresponding type declarations.
How to reproduce:
cd services/agent-orchestrator
npm install
npm run buildResult: Build fails with three module resolution errors for the three adapter files. The application cannot initialize because these adapters are instantiated in the platform manager, causing the entire service to fail at startup.
Expected: The application should compile successfully and adapters should be able to connect to MCP servers as configured.
Root cause: The import statements incorrectly referenced @modelcontextprotocol/client which does not exist as a published npm package. The correct package is @modelcontextprotocol/sdk. Additionally, the Client class API differs from what was implemented - it requires separate transport objects and a different initialization pattern than the original code.
Fix applied:
- Added
@modelcontextprotocol/sdk@^1.0.0to dependencies inpackage.json - Updated imports in all three adapter files to use the correct package and API:
import { Client } from '@modelcontextprotocol/sdk/client/index.js'import { StreamableHTTPClientTransport } from '@modelcontextprotocol/sdk/client/streamableHttp.js'(JobSpy adapter)import { StdioClientTransport } from '@modelcontextprotocol/sdk/client/stdio.js'(TechTalent and YCombinator adapters)
- Updated Client initialization to use proper
Clientconstructor with name/version metadata - Updated transport initialization to create separate transport instances before connecting
- Fixed
callToolmethod calls to use the correct API signature:client.callTool({ name: 'tool-name', arguments: {...} }) - Updated
disconnect()methods to close transports instead of calling non-existentclient.disconnect() - Updated
tsconfig.jsonwithmoduleResolution: "node"andallowSyntheticDefaultImports: trueto properly resolve SDK exports
Reference: Model Context Protocol TypeScript SDK documentation and Building MCP Clients documentation
|
@groupthinking I've opened a new pull request, #56, to work on those changes. Once the pull request is ready, I'll request review from you. |
|
@copilot open a new pull request to apply changes based on the comments in this thread |
|
@groupthinking I've opened a new pull request, #57, to work on those changes. Once the pull request is ready, I'll request review from you. |
There was a problem hiding this comment.
Actionable comments posted: 3
♻️ Duplicate comments (2)
services/agent-orchestrator/src/adapters/ycombinator-adapter.ts (1)
9-22: Hardcoded path issue resolved!The constructor now properly uses environment variables and project-relative paths, addressing the critical issue flagged in previous reviews. The fallback chain (parameter → env var → relative path) is well-structured.
Consider validating the server path exists.
While the path resolution is correct, there's no validation that the file exists before instantiating MCPClient. This could lead to unclear runtime errors during
initialize().🔎 Optional: Add path validation
+import fs from 'fs'; + constructor(serverPath?: string) { // Use environment variable if set, otherwise use project-relative path this.serverPath = serverPath || process.env.YCOMBINATOR_MCP_SERVER_PATH || path.resolve(process.cwd(), 'mcp-servers/ycombinator-server/dist/index.js'); + if (!fs.existsSync(this.serverPath)) { + console.warn(`⚠️ Y Combinator MCP server not found at: ${this.serverPath}`); + } + this.client = new MCPClient({ transport: { type: 'stdio', command: 'node', args: [this.serverPath] } }); }services/agent-orchestrator/src/adapters/tech-talent-adapter.ts (1)
9-22: Hardcoded path issue resolved!The constructor properly uses environment variables and project-relative paths, addressing the critical portability issue from previous reviews.
Consider validating the server path exists.
Similar to the YCombinator adapter, adding file existence validation would provide clearer error messages if the server path is misconfigured.
🧹 Nitpick comments (4)
services/agent-orchestrator/src/adapters/ycombinator-adapter.ts (2)
34-55: Solid search implementation with graceful error handling.The method correctly maps parameters to the MCP tool format and provides a sensible empty result fallback on errors.
Consider making the limit configurable.
The hardcoded
limit: 50could be made configurable via the JobSearchParams interface or a class property for better flexibility.
104-106: Consider error handling for disconnect.While unlikely to fail, wrapping
disconnect()in a try-catch would prevent unexpected errors from propagating.🔎 Optional: Add error handling
async disconnect(): Promise<void> { - await this.client.disconnect(); + try { + await this.client.disconnect(); + } catch (error) { + console.error('❌ Error disconnecting Y Combinator MCP Server:', error); + } }services/agent-orchestrator/src/adapters/tech-talent-adapter.ts (2)
34-60: Well-structured search with location-aware platform selection.The method correctly integrates the platform selection logic and provides graceful error handling.
Consider making the limit configurable.
The hardcoded
limit: 30could be parameterized for consistency with other adapters (YCombinator uses 50).
141-143: Consider error handling for disconnect.Same suggestion as the YCombinator adapter: wrapping in try-catch would prevent unexpected errors during cleanup.
📜 Review details
Configuration used: defaults
Review profile: CHILL
Plan: Pro
📒 Files selected for processing (3)
.env.example(1 hunks)services/agent-orchestrator/src/adapters/tech-talent-adapter.ts(1 hunks)services/agent-orchestrator/src/adapters/ycombinator-adapter.ts(1 hunks)
🧰 Additional context used
📓 Path-based instructions (3)
**/*.{js,ts,jsx,tsx}
📄 CodeRabbit inference engine (.github/copilot-instructions.md)
Follow ESLint configuration in
.eslintrc.jsonfor TypeScript/Node.js code
Files:
services/agent-orchestrator/src/adapters/tech-talent-adapter.tsservices/agent-orchestrator/src/adapters/ycombinator-adapter.ts
**/*.{ts,tsx}
📄 CodeRabbit inference engine (.github/copilot-instructions.md)
Use TypeScript with strict type checking
Files:
services/agent-orchestrator/src/adapters/tech-talent-adapter.tsservices/agent-orchestrator/src/adapters/ycombinator-adapter.ts
**/*.{py,ts,tsx,js}
📄 CodeRabbit inference engine (.github/copilot-instructions.md)
**/*.{py,ts,tsx,js}: Keep functions focused and single-purpose
Write descriptive variable and function names
Add comments only when necessary to explain complex logic
Prefer explicit imports over wildcard imports
Handle errors gracefully with appropriate logging
Files:
services/agent-orchestrator/src/adapters/tech-talent-adapter.tsservices/agent-orchestrator/src/adapters/ycombinator-adapter.ts
🧠 Learnings (2)
📓 Common learnings
Learnt from: CR
Repo: groupthinking/AJOB4AGENT PR: 0
File: .github/copilot-instructions.md:0-0
Timestamp: 2025-12-15T21:04:02.325Z
Learning: Keep pull request changes focused and minimal
📚 Learning: 2025-12-15T21:04:02.325Z
Learnt from: CR
Repo: groupthinking/AJOB4AGENT PR: 0
File: .github/copilot-instructions.md:0-0
Timestamp: 2025-12-15T21:04:02.325Z
Learning: Keep pull request changes focused and minimal
Applied to files:
services/agent-orchestrator/src/adapters/ycombinator-adapter.ts
🧬 Code graph analysis (2)
services/agent-orchestrator/src/adapters/tech-talent-adapter.ts (1)
services/agent-orchestrator/src/types/job-search.ts (3)
JobSearchParams(2-10)JobSearchResponse(26-32)JobResult(12-24)
services/agent-orchestrator/src/adapters/ycombinator-adapter.ts (1)
services/agent-orchestrator/src/types/job-search.ts (3)
JobSearchParams(2-10)JobSearchResponse(26-32)JobResult(12-24)
🪛 dotenv-linter (4.0.0)
.env.example
[warning] 28-28: [UnorderedKey] The TECH_TALENT_MCP_SERVER_PATH key should go before the YCOMBINATOR_MCP_SERVER_PATH key
(UnorderedKey)
⏰ Context from checks skipped due to timeout of 90000ms. You can increase the timeout in your CodeRabbit configuration to a maximum of 15 minutes (900000ms). (2)
- GitHub Check: Vercel Agent Review
- GitHub Check: Seer Code Review
🔇 Additional comments (3)
.env.example (1)
25-28: Well-documented MCP server configuration.The new environment variables are clearly documented with sensible defaults. The example paths appropriately show users where to customize for their environment.
services/agent-orchestrator/src/adapters/ycombinator-adapter.ts (1)
24-32: LGTM!The initialization logic is clean with appropriate error handling and logging.
services/agent-orchestrator/src/adapters/tech-talent-adapter.ts (1)
24-32: LGTM!Clean initialization with proper error handling.
| private selectPlatforms(location?: string): string[] { | ||
| const platforms = ['hired', 'vettery']; // Always include unified platforms | ||
|
|
||
| // Add regional Built In platforms based on location | ||
| if (!location) return platforms; | ||
|
|
||
| const loc = location.toLowerCase(); | ||
| if (loc.includes('san francisco') || loc.includes('sf') || loc.includes('bay area')) { | ||
| platforms.push('builtin-sf'); | ||
| } | ||
| if (loc.includes('new york') || loc.includes('nyc') || loc.includes('ny')) { | ||
| platforms.push('builtin-nyc'); | ||
| } | ||
| if (loc.includes('los angeles') || loc.includes('la') || loc.includes('california')) { | ||
| platforms.push('builtin-la'); | ||
| } | ||
| if (loc.includes('chicago') || loc.includes('illinois')) { | ||
| platforms.push('builtin-chicago'); | ||
| } | ||
| if (loc.includes('austin') || loc.includes('texas')) { | ||
| platforms.push('builtin-austin'); | ||
| } | ||
| if (loc.includes('seattle') || loc.includes('washington')) { | ||
| platforms.push('builtin-seattle'); | ||
| } | ||
|
|
||
| return platforms; | ||
| } |
There was a problem hiding this comment.
Overlapping location conditions may cause unintended platform selection.
Lines 69-71 and 75-77 both check for "california," which means a location like "California" would match both builtin-sf and builtin-la. This could lead to redundant platform queries.
🔎 Suggested fix: Make conditions mutually exclusive
private selectPlatforms(location?: string): string[] {
const platforms = ['hired', 'vettery']; // Always include unified platforms
// Add regional Built In platforms based on location
if (!location) return platforms;
const loc = location.toLowerCase();
if (loc.includes('san francisco') || loc.includes('sf') || loc.includes('bay area')) {
platforms.push('builtin-sf');
- }
- if (loc.includes('los angeles') || loc.includes('la') || loc.includes('california')) {
+ } else if (loc.includes('los angeles') || loc.includes('la')) {
platforms.push('builtin-la');
}
+ // Add broader California match only if no specific city matched
+ else if (loc.includes('california')) {
+ platforms.push('builtin-sf'); // or both, or user's preferred default
+ }
+
if (loc.includes('chicago') || loc.includes('illinois')) {
platforms.push('builtin-chicago');
}
if (loc.includes('austin') || loc.includes('texas')) {
platforms.push('builtin-austin');
}
if (loc.includes('seattle') || loc.includes('washington')) {
platforms.push('builtin-seattle');
}
return platforms;
}Or clarify the intended behavior if querying multiple California platforms is desired.
Committable suggestion skipped: line range outside the PR's diff.
| const jobs: JobResult[] = (parsedData.jobs || []).map((job: any) => ({ | ||
| id: job.id || `tech-talent-${Date.now()}`, | ||
| title: job.title, | ||
| company: job.company, | ||
| location: job.location, | ||
| description: job.description, | ||
| salary: job.salary_range, | ||
| url: job.url, | ||
| platform: job.platform, | ||
| datePosted: job.posted_date, | ||
| experienceLevel: job.experience_level, | ||
| remote: job.remote, | ||
| // Add tech talent specific metadata | ||
| metadata: { | ||
| skills: job.skills, | ||
| company_size: job.company_size, | ||
| interview_process: job.interview_process, | ||
| benefits: job.benefits, | ||
| platform_type: 'tech-talent', | ||
| ai_matching: parsedData.unified_features?.ai_matching, | ||
| salary_transparency: parsedData.unified_features?.salary_transparency | ||
| } | ||
| })); |
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🧩 Analysis chain
🏁 Script executed:
#!/bin/bash
# Check current JobResult interface and all adapter usages
rg -n "interface JobResult" -A 15 services/agent-orchestrator/src/types/job-search.ts
# Find all places where metadata is being added to job objects
rg -n "metadata:" services/agent-orchestrator/src/adapters/Repository: groupthinking/AJOB4AGENT
Length of output: 1359
Extend JobResult interface to include metadata field for type safety.
The JobResult interface (lines 12-24 in job-search.ts) does not declare a metadata field, yet multiple adapters add metadata to JobResult objects. This violates TypeScript's type contract and occurs in at least 7 adapter files: ycombinator-adapter.ts, tech-talent-adapter.ts, wellfound-enhanced-adapter.ts, realistic-platform-manager.ts, enhanced-greenhouse-adapter.ts, and advanced-linkedin-adapter.ts.
Add metadata?: Record<string, any> to the JobResult interface, or define a more specific type if the metadata structure should be constrained.
🤖 Prompt for AI Agents
In services/agent-orchestrator/src/adapters/tech-talent-adapter.ts around lines
108-130, the adapter is adding a metadata field to JobResult objects but the
JobResult interface (see job-search.ts lines 12-24) doesn't declare metadata;
update the JobResult interface to include metadata?: Record<string, any> (or a
more specific typed shape if desired), export it if not exported, and update any
imports/usages to use the extended type so all adapters (ycombinator,
tech-talent, wellfound-enhanced, realistic-platform-manager,
enhanced-greenhouse, advanced-linkedin, etc.) remain type-safe.
| const jobs: JobResult[] = (parsedData.jobs || []).map((job: any) => ({ | ||
| id: job.id || `yc-${Date.now()}`, | ||
| title: job.title, | ||
| company: job.company, | ||
| location: job.location, | ||
| description: job.description, | ||
| salary: job.salary || job.equity ? `${job.salary || 'Equity:'} ${job.equity || ''}`.trim() : undefined, | ||
| url: job.url, | ||
| platform: 'ycombinator', | ||
| datePosted: job.posted_date, | ||
| experienceLevel: job.experience_level, | ||
| remote: job.remote, | ||
| // Add YC-specific metadata | ||
| metadata: { | ||
| batch: job.batch, | ||
| equity: job.equity, | ||
| startup_type: 'ycombinator' | ||
| } | ||
| })); |
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🧩 Analysis chain
🏁 Script executed:
#!/bin/bash
# Find and examine the JobResult interface and the adapter file
find . -type f -name "*.ts" | grep -E "(job-search|ycombinator)" | head -20Repository: groupthinking/AJOB4AGENT
Length of output: 405
🏁 Script executed:
# First, find the relevant files
git ls-files | grep -E "(job-search|ycombinator)" | head -20Repository: groupthinking/AJOB4AGENT
Length of output: 482
🏁 Script executed:
# Check the JobResult interface definition
cat -n services/agent-orchestrator/src/types/job-search.ts 2>/dev/null || echo "File not found, searching..."Repository: groupthinking/AJOB4AGENT
Length of output: 976
🏁 Script executed:
# Check the adapter file
cat -n services/agent-orchestrator/src/adapters/ycombinator-adapter.ts 2>/dev/null | head -100 || echo "File not found"Repository: groupthinking/AJOB4AGENT
Length of output: 3821
Remove metadata field or extend JobResult interface to include it.
Lines 88-92 add a metadata field to job objects, but the JobResult interface (services/agent-orchestrator/src/types/job-search.ts, lines 12-24) does not declare this field. This creates objects at runtime that don't match their declared type, violating the strict TypeScript requirement.
Either add metadata?: Record<string, unknown> to the JobResult interface or remove the metadata assignment and store YC-specific data separately.
|
@copilot Optimize clean refactor if required and perform maintenance to clear this out |
|
@groupthinking I've opened a new pull request, #59, to work on those changes. Once the pull request is ready, I'll request review from you. |
Co-authored-by: groupthinking <[email protected]>
Co-authored-by: groupthinking <[email protected]>
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Actionable comments posted: 8
♻️ Duplicate comments (3)
SMTP_SETUP.md (1)
1-53: Previous security issues have been resolved—credentials are now properly sanitized.The documentation now uses appropriate placeholders (
<APP_PASSWORD>,[email protected],[email protected]) instead of real credentials. The security notes at lines 46-49 appropriately warn users about app password safety.setup_smtp_secrets.sh (1)
1-92: Previous security issues have been resolved—credentials are now properly sanitized.The script now uses appropriate placeholders (
<[email protected]>,<YOUR_APP_PASSWORD>,[email protected],YOUR_APP_PASSWORD,[email protected]) instead of real credentials. The defensive checks for GitHub CLI installation and authentication (lines 11-22) are well-implemented, and the user-facing instructions are clear.services/agent-orchestrator/src/adapters/enhanced-greenhouse-adapter.ts (1)
96-99: Type-safe error handling needed.Same issue as line 63 -
errorparameter needs type checking before accessing.message.🔎 Suggested fix
} catch (error) { - console.error('❌ Greenhouse job board search failed:', error); + console.error('❌ Greenhouse job board search failed:', error instanceof Error ? error.message : error); return [];
🧹 Nitpick comments (10)
SMTP_SETUP.md (1)
25-27: Consider adding a language specifier to the fenced code block.The fenced code block contains a URL. Adding
textorurlas the language specifier would satisfy the linter and improve consistency.🔎 Proposed fix
- ``` + ```text https://github.com/groupthinking/AJOB4AGENT/settings/secrets/actions ```services/agent-orchestrator/src/api/unified-job-search.ts (5)
39-96: Consider stronger typing for method return and intermediate values.The method works correctly but uses
Promise<any>as return type and casts results toany[]. This reduces type safety and IDE support. Consider defining explicit response interfaces.🔎 Suggested improvement
+interface SearchAllResponse { + success: boolean; + jobs?: any[]; + totalJobs?: number; + error?: string; + performance: { + duration_ms: number; + platforms_searched?: number; + request_count: number; + error_rate: number; + }; + timestamp: string; + fallback?: any; +} - async searchAllPlatforms(params: JobSearchParams): Promise<any> { + async searchAllPlatforms(params: JobSearchParams): Promise<SearchAllResponse> {
135-139: Consider derivingtotal_availabledynamically.The hardcoded value
10could become stale if platforms are added or removed. Consider usingthis.platformManager.getSupportedPlatforms().lengthfor consistency.🔎 Suggested fix
coverage: { platforms: Object.keys(platformStats).length, - total_available: 10 + total_available: this.platformManager.getSupportedPlatforms().length }
203-220: Consider logging fallback failures for observability.The catch block at line 213 silently swallows errors. In production, this could make debugging difficult when fallback consistently fails.
🔎 Suggested improvement
- } catch { + } catch (error) { + console.warn('⚠️ Fallback search failed:', error instanceof Error ? error.message : error); return {
283-304: Unnecessary initialization in/platformsroute.The
/platformsroute returns static data and doesn't require platform manager initialization. Theawait api.initialize()call adds unnecessary latency.🔎 Suggested fix
router.get('/platforms', async (req: Request, res: Response) => { try { - const api = UnifiedJobSearchAPI.getInstance(); - await api.initialize(); - res.json({ success: true, platforms: {
244-252: Default values duplicate sanitization logic.The route handler sets defaults for
searchTerm,location, anddatePostedthat are also handled insanitizeParams. Consider passingreq.bodydirectly and lettingsanitizeParamshandle all defaults to avoid duplication.services/agent-orchestrator/src/adapters/enhanced-greenhouse-adapter.ts (1)
232-240: HTML entity regex misses numeric entities.The pattern
&[a-zA-Z]+;only matches named entities like but misses numeric entities like{or{. Consider a more comprehensive pattern.🔎 Suggested fix
private cleanContent(content: string): string { return content .replace(/<[^>]*>/g, '') - .replace(/&[a-zA-Z]+;/g, '') + .replace(/&(?:[a-zA-Z]+|#\d+|#x[0-9a-fA-F]+);/g, ' ') .replace(/\s+/g, ' ') .trim() .substring(0, 500); }services/agent-orchestrator/src/auth/oauth-manager.ts (3)
71-123: Consider removing state from response and validating userId.Two minor security improvements:
- Returning
statein Line 112 is unnecessary—the client doesn't need it since it's managed server-side- The
userIdquery parameter lacks validation and could be logged or stored unsafely🔎 Proposed improvements
private async startOAuthFlow(req: Request, res: Response): Promise<void> { try { const platform = req.params.platform; + const userId = req.query.userId as string; + + // Validate userId if provided + if (userId && (typeof userId !== 'string' || userId.length > 255)) { + res.status(400).json({ error: 'Invalid userId parameter' }); + return; + } + const config = this.configs[platform]; if (!config) { res.status(400).json({ error: `Platform ${platform} not supported` }); return; } // ... existing validation ... // Generate state for security - const state = this.generateState(platform, req.query.userId as string); + const state = this.generateState(platform, userId); // Build authorization URL // ... existing code ... res.json({ success: true, platform, authUrl: authUrl.toString(), - state, message: `Visit the URL to authorize ${platform} access` });
238-281: Extract magic number for state expiry duration.The value
10 * 60 * 1000(10 minutes) is duplicated on lines 262 and 277. Extract it as a class constant for maintainability.🔎 Proposed refactor
export class OAuthManager { private router: Router; private states: Map<string, OAuthState> = new Map(); + private readonly STATE_EXPIRY_MS = 10 * 60 * 1000; // 10 minutes // ... existing code ... private verifyState(state: string): OAuthState | null { try { const stateData = this.states.get(state); if (!stateData) return null; - if (Date.now() - stateData.timestamp > 10 * 60 * 1000) { + if (Date.now() - stateData.timestamp > this.STATE_EXPIRY_MS) { this.states.delete(state); return null; } this.states.delete(state); return stateData; } catch { return null; } } private cleanupOldStates(): void { const now = Date.now(); for (const [state, data] of this.states.entries()) { - if (now - data.timestamp > 10 * 60 * 1000) { + if (now - data.timestamp > this.STATE_EXPIRY_MS) { this.states.delete(state); } } } }
283-318: Document placeholder implementation status.Both endpoints return mock/placeholder responses. Consider either implementing persistence now or adding clear API documentation that these are stubs.
🔎 Suggested documentation
private async getUserAccounts(req: Request, res: Response): Promise<void> { - // In production, fetch from database + // TODO: Implement database persistence layer + // This endpoint currently returns mock data for all platforms res.json({ success: true, accounts: [ - // Mock data - replace with real user accounts { platform: 'github', connected: false, profile: null }, // ... ] }); } private async disconnectAccount(req: Request, res: Response): Promise<void> { const platform = req.params.platform; - // In production, remove from database and revoke tokens + // TODO: Implement token revocation and database removal + // This endpoint currently only logs the disconnect request console.log(`🔌 Disconnecting ${platform} account`); res.json({ success: true, message: `Disconnected ${platform} account` }); }
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📒 Files selected for processing (7)
SMTP_SETUP.mdservices/agent-orchestrator/src/adapters/enhanced-greenhouse-adapter.tsservices/agent-orchestrator/src/api/unified-job-search.tsservices/agent-orchestrator/src/auth/oauth-manager.tsservices/agent-orchestrator/src/reports/daily-email-report.tssetup_smtp_secrets.shtest-10-platform-integration.js
🚧 Files skipped from review as they are similar to previous changes (2)
- test-10-platform-integration.js
- services/agent-orchestrator/src/reports/daily-email-report.ts
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📓 Path-based instructions (3)
**/*.{js,ts,jsx,tsx}
📄 CodeRabbit inference engine (.github/copilot-instructions.md)
Follow ESLint configuration in
.eslintrc.jsonfor TypeScript/Node.js code
Files:
services/agent-orchestrator/src/auth/oauth-manager.tsservices/agent-orchestrator/src/api/unified-job-search.tsservices/agent-orchestrator/src/adapters/enhanced-greenhouse-adapter.ts
**/*.{ts,tsx}
📄 CodeRabbit inference engine (.github/copilot-instructions.md)
Use TypeScript with strict type checking
Files:
services/agent-orchestrator/src/auth/oauth-manager.tsservices/agent-orchestrator/src/api/unified-job-search.tsservices/agent-orchestrator/src/adapters/enhanced-greenhouse-adapter.ts
**/*.{py,ts,tsx,js}
📄 CodeRabbit inference engine (.github/copilot-instructions.md)
**/*.{py,ts,tsx,js}: Keep functions focused and single-purpose
Write descriptive variable and function names
Add comments only when necessary to explain complex logic
Prefer explicit imports over wildcard imports
Handle errors gracefully with appropriate logging
Files:
services/agent-orchestrator/src/auth/oauth-manager.tsservices/agent-orchestrator/src/api/unified-job-search.tsservices/agent-orchestrator/src/adapters/enhanced-greenhouse-adapter.ts
🧠 Learnings (2)
📓 Common learnings
Learnt from: CR
Repo: groupthinking/AJOB4AGENT PR: 0
File: .github/copilot-instructions.md:0-0
Timestamp: 2025-12-15T21:04:02.325Z
Learning: Keep pull request changes focused and minimal
📚 Learning: 2025-12-15T21:04:02.325Z
Learnt from: CR
Repo: groupthinking/AJOB4AGENT PR: 0
File: .github/copilot-instructions.md:0-0
Timestamp: 2025-12-15T21:04:02.325Z
Learning: Never commit secrets or API keys to the repository
Applied to files:
setup_smtp_secrets.shSMTP_SETUP.md
🧬 Code graph analysis (2)
services/agent-orchestrator/src/api/unified-job-search.ts (3)
services/agent-orchestrator/src/adapters/platform-manager.ts (1)
PlatformManager(10-217)services/agent-orchestrator/src/types/job-search.ts (1)
JobSearchParams(2-10)test-10-platform-integration.js (2)
startTime(112-112)duration(116-116)
services/agent-orchestrator/src/adapters/enhanced-greenhouse-adapter.ts (1)
services/agent-orchestrator/src/types/job-search.ts (3)
JobSearchParams(2-10)JobSearchResponse(26-32)JobResult(12-24)
🪛 markdownlint-cli2 (0.18.1)
SMTP_SETUP.md
25-25: Fenced code blocks should have a language specified
(MD040, fenced-code-language)
⏰ Context from checks skipped due to timeout of 90000ms. You can increase the timeout in your CodeRabbit configuration to a maximum of 15 minutes (900000ms). (2)
- GitHub Check: Vercel Agent Review
- GitHub Check: Seer Code Review
🔇 Additional comments (11)
services/agent-orchestrator/src/api/unified-job-search.ts (4)
1-24: LGTM!The imports are explicit and the singleton pattern implementation is correct. The class structure with private fields for tracking state is well-organized.
26-37: LGTM!The initialization guard pattern prevents redundant initialization, and error handling with re-throw is appropriate for surfacing critical startup failures.
98-108: LGTM!Solid input sanitization with sensible defaults and type coercion. The filtering of platforms to strings-only prevents type confusion.
222-236: LGTM!The stats aggregation and graceful shutdown implementation are straightforward and correct.
services/agent-orchestrator/src/adapters/enhanced-greenhouse-adapter.ts (6)
1-47: LGTM!The interface definition is comprehensive, and the constructor properly configures the axios client with appropriate timeout and conditional authentication setup.
102-130: Demo code may need production refinement.The comment at line 107 indicates this is "for demo purposes." The hardcoded company list will become stale. Consider externalizing this to configuration or implementing proper Greenhouse board discovery if this goes to production.
146-202: LGTM!The filtering logic is comprehensive with appropriate checks for search terms, location, remote preference, and experience level. The fallthrough for 'mid' level allowing all jobs is a reasonable default.
259-276: LGTM!The authentication guard before submission is essential, and re-throwing errors allows callers to handle application failures appropriately.
278-287: LGTM!Clean implementation for fetching job details with appropriate error propagation.
289-305: LGTM!Efficient parallel fetching with
Promise.alland graceful degradation returning empty arrays on failure.services/agent-orchestrator/src/auth/oauth-manager.ts (1)
320-335: Public API is well-designed.The exposed methods (
getRouter,isPlatformConfigured,getConfiguredPlatforms) provide a clean interface for integrating the OAuth manager into the application. Good separation of concerns.
| } catch (error) { | ||
| console.error('❌ Enhanced Greenhouse API error:', error.message); | ||
| return { | ||
| jobs: [], | ||
| totalCount: 0, | ||
| platform: 'greenhouse', | ||
| searchParams: params, | ||
| timestamp: new Date().toISOString() | ||
| }; | ||
| } |
There was a problem hiding this comment.
Type-safe error handling needed.
In TypeScript with strict mode, error in catch blocks is typed as unknown. Accessing error.message directly will cause a compilation error.
🔎 Suggested fix
} catch (error) {
- console.error('❌ Enhanced Greenhouse API error:', error.message);
+ console.error('❌ Enhanced Greenhouse API error:', error instanceof Error ? error.message : error);
return {📝 Committable suggestion
‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.
| } catch (error) { | |
| console.error('❌ Enhanced Greenhouse API error:', error.message); | |
| return { | |
| jobs: [], | |
| totalCount: 0, | |
| platform: 'greenhouse', | |
| searchParams: params, | |
| timestamp: new Date().toISOString() | |
| }; | |
| } | |
| } catch (error) { | |
| console.error('❌ Enhanced Greenhouse API error:', error instanceof Error ? error.message : error); | |
| return { | |
| jobs: [], | |
| totalCount: 0, | |
| platform: 'greenhouse', | |
| searchParams: params, | |
| timestamp: new Date().toISOString() | |
| }; | |
| } |
🤖 Prompt for AI Agents
In services/agent-orchestrator/src/adapters/enhanced-greenhouse-adapter.ts
around lines 62 to 71, the catch block treats `error` as having a `message`
property but in TS strict mode `error` is `unknown`; change the catch to accept
`error: unknown` (or keep implicit) and narrow it before accessing `message`:
create a local `const msg = error instanceof Error ? error.message :
String(error)` (or JSON.stringify for objects) and use that in the
console.error/return logging so TypeScript compiles cleanly and you still log
useful error details.
| private transformJobs(jobs: GreenhouseJobBoard[], companyOverride?: string): JobResult[] { | ||
| return jobs.map(job => ({ | ||
| id: job.id.toString(), | ||
| title: job.title, | ||
| company: companyOverride || this.extractCompanyFromContent(job.content) || 'Unknown Company', | ||
| location: job.location?.name || 'Not specified', | ||
| description: this.cleanContent(job.content), | ||
| url: job.absolute_url, | ||
| platform: 'greenhouse', | ||
| datePosted: job.updated_at, | ||
| experienceLevel: this.extractExperienceLevel(job.title, job.content), | ||
| remote: this.isRemote(job.location?.name, job.content), | ||
| metadata: { | ||
| internal_job_id: job.internal_job_id, | ||
| departments: job.departments?.map(d => d.name) || [], | ||
| offices: job.offices?.map(o => o.name) || [], | ||
| greenhouse_metadata: job.metadata | ||
| } | ||
| })); | ||
| } |
There was a problem hiding this comment.
Type mismatch: metadata field not in JobResult interface.
The transformJobs method adds a metadata field (lines 216-221), but the JobResult interface in types/job-search.ts does not define this property. This could cause TypeScript errors with strict checking or result in the field being silently ignored.
🔎 Options to resolve
Option 1: Extend JobResult interface to include optional metadata:
// In types/job-search.ts
export interface JobResult {
// ... existing fields
metadata?: Record<string, any>;
}Option 2: Remove metadata from transform if not needed downstream:
- metadata: {
- internal_job_id: job.internal_job_id,
- departments: job.departments?.map(d => d.name) || [],
- offices: job.offices?.map(o => o.name) || [],
- greenhouse_metadata: job.metadata
- }📝 Committable suggestion
‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.
| private transformJobs(jobs: GreenhouseJobBoard[], companyOverride?: string): JobResult[] { | |
| return jobs.map(job => ({ | |
| id: job.id.toString(), | |
| title: job.title, | |
| company: companyOverride || this.extractCompanyFromContent(job.content) || 'Unknown Company', | |
| location: job.location?.name || 'Not specified', | |
| description: this.cleanContent(job.content), | |
| url: job.absolute_url, | |
| platform: 'greenhouse', | |
| datePosted: job.updated_at, | |
| experienceLevel: this.extractExperienceLevel(job.title, job.content), | |
| remote: this.isRemote(job.location?.name, job.content), | |
| metadata: { | |
| internal_job_id: job.internal_job_id, | |
| departments: job.departments?.map(d => d.name) || [], | |
| offices: job.offices?.map(o => o.name) || [], | |
| greenhouse_metadata: job.metadata | |
| } | |
| })); | |
| } | |
| private transformJobs(jobs: GreenhouseJobBoard[], companyOverride?: string): JobResult[] { | |
| return jobs.map(job => ({ | |
| id: job.id.toString(), | |
| title: job.title, | |
| company: companyOverride || this.extractCompanyFromContent(job.content) || 'Unknown Company', | |
| location: job.location?.name || 'Not specified', | |
| description: this.cleanContent(job.content), | |
| url: job.absolute_url, | |
| platform: 'greenhouse', | |
| datePosted: job.updated_at, | |
| experienceLevel: this.extractExperienceLevel(job.title, job.content), | |
| remote: this.isRemote(job.location?.name, job.content) | |
| })); | |
| } |
🤖 Prompt for AI Agents
In services/agent-orchestrator/src/adapters/enhanced-greenhouse-adapter.ts
around lines 204 to 223, transformJobs is adding a metadata property to each
JobResult but the JobResult type (types/job-search.ts) doesn't declare metadata,
causing a type mismatch; either add an optional metadata?: Record<string, any>
(or a more specific type) to JobResult in types/job-search.ts so the adapter
output matches the interface, or if metadata is not needed downstream remove the
metadata block from transformJobs; implement the chosen fix and run TypeScript
to ensure no other type errors remain.
|
|
||
| export class OAuthManager { | ||
| private router: Router; | ||
| private states: Map<string, OAuthState> = new Map(); |
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🌐 Web query:
LinkedIn OAuth v2 API r_liteprofile r_emailaddress deprecated scopes 2024
💡 Result:
Short answer
- Yes — LinkedIn deprecated the legacy OAuth scopes r_liteprofile and r_emailaddress for new apps (effectively from August 1, 2023). New apps must use OpenID Connect scopes: openid, profile and email and the OIDC userinfo/ID token flows. [1][2][3][4]
What changed (key points)
- Deprecated scopes: r_liteprofile and r_emailaddress (legacy Profile API) — not available to newly created apps. [2][3]
- Replacement scopes: openid (to request an ID token), profile (replaces r_liteprofile) and email (replaces r_emailaddress). Use the ID token or the /v2/userinfo endpoint to get member info. [1]
- Migration note: existing older apps that were created before the change may continue to work for a time, but new apps must enable the “Sign in with LinkedIn using OpenID Connect” product and request the new scopes. [1][2][4]
Useful references
- LinkedIn / Microsoft docs (Sign In with LinkedIn using OpenID Connect). [1]
- Reports / community threads (deprecation noted Aug 1, 2023 and migration guidance). [2][3][4]
If you want, I can:
- show example authorization URL / token flow using openid profile email, or
- help update code (Node/Python/etc.) that currently requests r_liteprofile / r_emailaddress.
In-memory state store breaks in distributed deployments, and LinkedIn scopes are deprecated.
The Map storing OAuth states will not be shared across service instances in a horizontally scaled deployment. OPERATIONS.md explicitly lists "Horizontal scaling required" for production with 1000+ applications/day, and Redis is already configured in the infrastructure but not utilized here. Additionally, the LinkedIn scopes r_liteprofile and r_emailaddress were deprecated by LinkedIn on August 1, 2023—new integrations must use openid profile email scopes instead with OpenID Connect.
🔎 Recommended solutions
Option 1: Use Redis for state storage (recommended)
import Redis from 'ioredis';
export class OAuthManager {
private redis: Redis;
constructor(redisClient: Redis) {
this.redis = redisClient;
// ...
}
private async generateState(platform: string, userId?: string): Promise<string> {
const nonce = crypto.randomBytes(16).toString('hex');
const stateData: OAuthState = { platform, userId, timestamp: Date.now(), nonce };
const stateString = Buffer.from(JSON.stringify(stateData)).toString('base64');
await this.redis.setex(`oauth:state:${stateString}`, 600, JSON.stringify(stateData));
return stateString;
}
private async verifyState(state: string): Promise<OAuthState | null> {
const data = await this.redis.get(`oauth:state:${state}`);
if (!data) return null;
await this.redis.del(`oauth:state:${state}`);
return JSON.parse(data);
}
}Option 2: Update LinkedIn configuration to OpenID Connect
linkedin: {
clientId: process.env.LINKEDIN_CLIENT_ID || '',
clientSecret: process.env.LINKEDIN_CLIENT_SECRET || '',
redirectUri: process.env.LINKEDIN_REDIRECT_URI || 'http://localhost:8080/auth/linkedin/callback',
scope: 'openid profile email', // Updated from deprecated r_liteprofile r_emailaddress
authUrl: 'https://www.linkedin.com/oauth/v2/authorization',
tokenUrl: 'https://www.linkedin.com/oauth/v2/accessToken'
}🤖 Prompt for AI Agents
In services/agent-orchestrator/src/auth/oauth-manager.ts around line 23, replace
the in-memory Map state store with a shared Redis-backed store and update
LinkedIn scopes to OpenID Connect; specifically, inject a Redis client into
OAuthManager, persist generated OAuth state entries with an expiration (e.g.,
setex) keyed by a stable prefix, read-and-delete the state on verification to
prevent replay, and ensure generateState/verifyState become async and use Redis
commands instead of Map methods; also update LinkedIn config to use scope
"openid profile email" (replace deprecated r_liteprofile and r_emailaddress) and
keep existing state structure and security (nonce/timestamps) when serializing
to store.
| private configs: { [platform: string]: OAuthConfig } = { | ||
| github: { | ||
| clientId: process.env.GITHUB_CLIENT_ID || '', | ||
| clientSecret: process.env.GITHUB_CLIENT_SECRET || '', | ||
| redirectUri: process.env.GITHUB_REDIRECT_URI || 'http://localhost:8080/auth/github/callback', | ||
| scope: 'read:user', | ||
| authUrl: 'https://github.com/login/oauth/authorize', | ||
| tokenUrl: 'https://github.com/login/oauth/access_token' | ||
| }, | ||
| google: { | ||
| clientId: process.env.GOOGLE_CLIENT_ID || '', | ||
| clientSecret: process.env.GOOGLE_CLIENT_SECRET || '', | ||
| redirectUri: process.env.GOOGLE_REDIRECT_URI || 'http://localhost:8080/auth/google/callback', | ||
| scope: 'openid profile email', | ||
| authUrl: 'https://accounts.google.com/o/oauth2/v2/auth', | ||
| tokenUrl: 'https://oauth2.googleapis.com/token' | ||
| }, | ||
| linkedin: { | ||
| clientId: process.env.LINKEDIN_CLIENT_ID || '', | ||
| clientSecret: process.env.LINKEDIN_CLIENT_SECRET || '', | ||
| redirectUri: process.env.LINKEDIN_REDIRECT_URI || 'http://localhost:8080/auth/linkedin/callback', | ||
| scope: 'r_liteprofile r_emailaddress', | ||
| authUrl: 'https://www.linkedin.com/oauth/v2/authorization', | ||
| tokenUrl: 'https://www.linkedin.com/oauth/v2/accessToken' | ||
| } | ||
| }; |
There was a problem hiding this comment.
🧩 Analysis chain
🌐 Web query:
LinkedIn OAuth 2.0 API v2 current scopes 2025
💡 Result:
Current (2025) LinkedIn OAuth 2.0 scopes — summary
-
OpenID / Sign‑in scopes (OpenID Connect):
- openid, profile, email. [1][2]
-
Member/profile & identity scopes (examples used by v2 product APIs):
- r_profile_basicinfo, r_verify (and related verification scopes such as r_verify_details). [3][4]
-
Education / experience / identity‑related scopes (product-specific):
- r_most_recent_education, r_primary_current_experience. [4]
-
Content / posting scopes:
- w_member_social (write/post on behalf of a member). [2][3]
Notes: LinkedIn migrated away from legacy names (r_liteprofile, r_emailaddress, r_basicprofile, w_share) to the OpenID-based scopes and product-specific scopes; the exact scopes available to an app depend on the Products approved for that app in the LinkedIn Developer Portal (Auth tab). See LinkedIn docs for full, authoritative and up‑to‑date scope lists. [1][2][3][4]
Sources:
[1] LinkedIn / Microsoft Learn — OAuth2.0 API guide (authorization flow, scope format).
[2] LinkedIn / Microsoft Learn — Sign In with LinkedIn / migration notes (openid, profile, email; deprecation of r_liteprofile/r_emailaddress).
[3] LinkedIn / Microsoft Learn — Verified on LinkedIn (r_profile_basicinfo, r_verify, r_verify_details).
[4] LinkedIn / Microsoft Learn — Verified on LinkedIn Lite / scope examples (r_most_recent_education, r_primary_current_experience, w_member_social).
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Fix LinkedIn OAuth scopes and remove hardcoded localhost defaults.
The LinkedIn scopes r_liteprofile and r_emailaddress are deprecated v1 API scopes. LinkedIn's current OAuth 2.0 uses OpenID Connect scopes (openid profile email) or product-specific scopes (e.g., r_profile_basicinfo). Update line 46 to use valid v2 scopes.
Additionally, the hardcoded localhost fallback values on lines 29, 37, and 45 for redirectUri will break in production if environment variables are not set. Either require these environment variables to be configured or remove the defaults and validate at initialization. The existing isPlatformConfigured() method (lines 325–328) only validates clientId and clientSecret, leaving redirectUri and scope configuration unchecked.
🤖 Prompt for AI Agents
In services/agent-orchestrator/src/auth/oauth-manager.ts around lines 25 to 50,
update the LinkedIn scopes to use current v2/OpenID scopes (e.g., "openid
profile email" or the appropriate product-specific scopes) instead of the
deprecated "r_liteprofile r_emailaddress"; remove the hardcoded
'http://localhost:8080/...' fallback redirectUri values for
github/google/linkedin so they must be supplied via environment variables, and
add initialization-time validation (or extend isPlatformConfigured) to ensure
clientId, clientSecret, redirectUri, and scope are present and non-empty—fail
fast with a clear error/log if any required env var is missing.
| private setupRoutes(): void { | ||
| // Start OAuth flow | ||
| this.router.get('/auth/:platform', this.startOAuthFlow.bind(this)); | ||
|
|
||
| // OAuth callback handlers | ||
| this.router.get('/auth/:platform/callback', this.handleOAuthCallback.bind(this)); | ||
|
|
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| // Get user's connected accounts | ||
| this.router.get('/auth/accounts', this.getUserAccounts.bind(this)); | ||
|
|
||
| // Disconnect account | ||
| this.router.delete('/auth/:platform/disconnect', this.disconnectAccount.bind(this)); | ||
| } |
There was a problem hiding this comment.
Add authentication middleware to sensitive endpoints.
The /auth/accounts and /auth/:platform/disconnect endpoints lack authentication, allowing unauthorized users to query account status or trigger disconnections.
🔎 Recommended fix
Add authentication middleware before sensitive routes:
private setupRoutes(): void {
// Start OAuth flow
this.router.get('/auth/:platform', this.startOAuthFlow.bind(this));
// OAuth callback handlers
this.router.get('/auth/:platform/callback', this.handleOAuthCallback.bind(this));
// Get user's connected accounts
- this.router.get('/auth/accounts', this.getUserAccounts.bind(this));
+ this.router.get('/auth/accounts', requireAuth, this.getUserAccounts.bind(this));
// Disconnect account
- this.router.delete('/auth/:platform/disconnect', this.disconnectAccount.bind(this));
+ this.router.delete('/auth/:platform/disconnect', requireAuth, this.disconnectAccount.bind(this));
}Create the middleware in a separate file:
// src/middleware/auth.ts
export const requireAuth = (req: Request, res: Response, next: NextFunction) => {
// Implement session/JWT validation
const userId = req.session?.userId || req.headers['x-user-id'];
if (!userId) {
return res.status(401).json({ error: 'Authentication required' });
}
req.userId = userId;
next();
};Committable suggestion skipped: line range outside the PR's diff.
🤖 Prompt for AI Agents
In services/agent-orchestrator/src/auth/oauth-manager.ts around lines 57 to 69,
the GET /auth/accounts and DELETE /auth/:platform/disconnect routes are missing
authentication; create a requireAuth middleware in src/middleware/auth.ts that
validates session/JWT (e.g. session.userId or header), returns 401 when absent,
and sets req.userId, then import and apply requireAuth to the two sensitive
routes (this.router.get('/auth/accounts', requireAuth, ...);
this.router.delete('/auth/:platform/disconnect', requireAuth, ...)) so only
authenticated users can list or disconnect accounts.
| private async handleOAuthCallback(req: Request, res: Response): Promise<void> { | ||
| try { | ||
| const platform = req.params.platform; | ||
| const { code, state, error } = req.query; | ||
|
|
||
| if (error) { | ||
| res.status(400).json({ | ||
| success: false, | ||
| error: `OAuth error: ${error}`, | ||
| description: req.query.error_description | ||
| }); | ||
| return; | ||
| } | ||
|
|
||
| if (!code || !state) { | ||
| res.status(400).json({ | ||
| success: false, | ||
| error: 'Missing authorization code or state' | ||
| }); | ||
| return; | ||
| } | ||
|
|
||
| // Verify state | ||
| const stateData = this.verifyState(state as string); | ||
| if (!stateData || stateData.platform !== platform) { | ||
| res.status(400).json({ | ||
| success: false, | ||
| error: 'Invalid state parameter' | ||
| }); | ||
| return; | ||
| } | ||
|
|
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| // Exchange code for access token | ||
| const tokenData = await this.exchangeCodeForToken(platform, code as string); | ||
|
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| // Get user profile | ||
| const userProfile = await this.getUserProfile(platform, tokenData.access_token); | ||
|
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| // TODO: In production, save the connection to database with the following data: | ||
| // { | ||
| // platform, | ||
| // accessToken: tokenData.access_token, | ||
| // refreshToken: tokenData.refresh_token, | ||
| // profile: userProfile, | ||
| // connectedAt: new Date().toISOString() | ||
| // } | ||
|
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| console.log(`✅ ${platform} OAuth successful for user: ${userProfile.name || userProfile.login}`); | ||
|
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| res.json({ | ||
| success: true, | ||
| platform, | ||
| message: `Successfully connected ${platform} account`, | ||
| profile: { | ||
| id: userProfile.id, | ||
| name: userProfile.name || userProfile.login, | ||
| email: userProfile.email, | ||
| avatar: userProfile.avatar_url | ||
| } | ||
| }); | ||
|
|
||
| } catch (error) { | ||
| console.error(`❌ OAuth callback failed for ${req.params.platform}:`, error); | ||
| res.status(500).json({ | ||
| success: false, | ||
| error: error instanceof Error ? error.message : 'Unknown error' | ||
| }); | ||
| } | ||
| } |
There was a problem hiding this comment.
Implement token persistence and sanitize error responses.
Two issues:
- Token persistence (TODO on lines 163-170): Access tokens are never saved, so connected accounts are lost after the callback. This breaks the intended functionality.
- Information disclosure (lines 133-134): Returning raw OAuth provider error descriptions may leak sensitive configuration details.
🔎 Recommended improvements
For error sanitization:
if (error) {
res.status(400).json({
success: false,
- error: `OAuth error: ${error}`,
- description: req.query.error_description
+ error: 'OAuth authorization failed',
+ // Only log details server-side
});
+ console.error(`OAuth error for ${platform}:`, error, req.query.error_description);
return;
}For token persistence, add a database/cache layer to store tokens securely (encrypted at rest).
| private async exchangeCodeForToken(platform: string, code: string): Promise<any> { | ||
| const config = this.configs[platform]; | ||
|
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| const tokenParams = { | ||
| client_id: config.clientId, | ||
| client_secret: config.clientSecret, | ||
| code, | ||
| redirect_uri: config.redirectUri, | ||
| grant_type: 'authorization_code' | ||
| }; | ||
|
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| const response = await axios.post(config.tokenUrl, tokenParams, { | ||
| headers: { | ||
| 'Accept': 'application/json', | ||
| 'Content-Type': 'application/x-www-form-urlencoded' | ||
| } | ||
| }); | ||
|
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| return response.data; | ||
| } |
There was a problem hiding this comment.
Add timeout and type safety to token exchange.
Two reliability and type safety issues:
- Missing timeout: Axios calls lack timeout configuration, potentially hanging indefinitely if the OAuth provider is slow or unresponsive.
- Return type
any: Token response structure is not typed, leading to potential runtime errors.
🔎 Recommended fixes
+interface TokenResponse {
+ access_token: string;
+ refresh_token?: string;
+ expires_in?: number;
+ token_type: string;
+ scope?: string;
+}
+
-private async exchangeCodeForToken(platform: string, code: string): Promise<any> {
+private async exchangeCodeForToken(platform: string, code: string): Promise<TokenResponse> {
const config = this.configs[platform];
const tokenParams = {
client_id: config.clientId,
client_secret: config.clientSecret,
code,
redirect_uri: config.redirectUri,
grant_type: 'authorization_code'
};
const response = await axios.post(config.tokenUrl, tokenParams, {
headers: {
'Accept': 'application/json',
'Content-Type': 'application/x-www-form-urlencoded'
},
+ timeout: 10000, // 10 second timeout
});
+ if (!response.data?.access_token) {
+ throw new Error('Invalid token response from provider');
+ }
+
return response.data;
}📝 Committable suggestion
‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.
| private async exchangeCodeForToken(platform: string, code: string): Promise<any> { | |
| const config = this.configs[platform]; | |
| const tokenParams = { | |
| client_id: config.clientId, | |
| client_secret: config.clientSecret, | |
| code, | |
| redirect_uri: config.redirectUri, | |
| grant_type: 'authorization_code' | |
| }; | |
| const response = await axios.post(config.tokenUrl, tokenParams, { | |
| headers: { | |
| 'Accept': 'application/json', | |
| 'Content-Type': 'application/x-www-form-urlencoded' | |
| } | |
| }); | |
| return response.data; | |
| } | |
| interface TokenResponse { | |
| access_token: string; | |
| refresh_token?: string; | |
| expires_in?: number; | |
| token_type: string; | |
| scope?: string; | |
| } | |
| private async exchangeCodeForToken(platform: string, code: string): Promise<TokenResponse> { | |
| const config = this.configs[platform]; | |
| const tokenParams = { | |
| client_id: config.clientId, | |
| client_secret: config.clientSecret, | |
| code, | |
| redirect_uri: config.redirectUri, | |
| grant_type: 'authorization_code' | |
| }; | |
| const response = await axios.post(config.tokenUrl, tokenParams, { | |
| headers: { | |
| 'Accept': 'application/json', | |
| 'Content-Type': 'application/x-www-form-urlencoded' | |
| }, | |
| timeout: 10000, // 10 second timeout | |
| }); | |
| if (!response.data?.access_token) { | |
| throw new Error('Invalid token response from provider'); | |
| } | |
| return response.data; | |
| } |
🤖 Prompt for AI Agents
In services/agent-orchestrator/src/auth/oauth-manager.ts around lines 195-214,
the exchangeCodeForToken method currently returns Promise<any> and calls axios
without a timeout; change it to return a strongly typed Promise by defining an
interface (e.g., TokenResponse with access_token, refresh_token, expires_in,
token_type, scope, etc.) and update the method signature to
Promise<TokenResponse>. Pass an axios config object including a sensible timeout
(e.g., timeout: 5000) and proper headers, and use axios.post<TokenResponse>(...)
so TypeScript knows the response type; additionally wrap the call in try/catch
to surface meaningful errors (or rethrow with context) and validate required
fields on response.data before returning.
| private async getUserProfile(platform: string, accessToken: string): Promise<any> { | ||
| const profileUrls = { | ||
| github: 'https://api.github.com/user', | ||
| google: 'https://www.googleapis.com/oauth2/v2/userinfo', | ||
| linkedin: 'https://api.linkedin.com/v2/people/~' | ||
| }; | ||
|
|
||
| const profileUrl = profileUrls[platform as keyof typeof profileUrls]; | ||
| if (!profileUrl) { | ||
| throw new Error(`Profile URL not configured for ${platform}`); | ||
| } | ||
|
|
||
| const response = await axios.get(profileUrl, { | ||
| headers: { | ||
| 'Authorization': `Bearer ${accessToken}`, | ||
| 'Accept': 'application/json' | ||
| } | ||
| }); | ||
|
|
||
| return response.data; | ||
| } |
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🧩 Analysis chain
🌐 Web query:
LinkedIn API v2 me endpoint for authenticated user profile
💡 Result:
Short summary:
-
Current-member endpoint (v2): GET https://api.linkedin.com/v2/me — returns the authenticated member’s profile (localized first/last name, id, headline, profile fields) when called with a valid OAuth access token and appropriate scopes (r_liteprofile for basic name/photo; r_basicprofile for additional fields where approved). [1]
-
Newer Profile Details / Identity endpoint (REST version): GET https://api.linkedin.com/rest/identityMe (needs LinkedIn-Version header like 202501 or later) — returns richer profile fields (name, email/photo/profile URL and Plus-tier fields like current job/education depending on product/permissions). Use Authorization: Bearer <access_token> and LinkedIn-Version header. [2]
-
Email address is returned from a separate endpoint: GET https://api.linkedin.com/v2/emailAddress?q=members&projection=(elements*(handle~)) (requires r_emailaddress). Scopes/permissions must be requested and approved for additional fields. [3]
Minimal example (v2):
- Request:
GET https://api.linkedin.com/v2/me
Headers: Authorization: Bearer <ACCESS_TOKEN> - Response includes localizedFirstName, localizedLastName, id, firstName/lastName objects, headline (if permitted), profilePicture (if requested/allowed). [1]
Notes:
- Use the scopes r_liteprofile and r_emailaddress (or r_basicprofile only if your app is approved) and ensure your app’s products/permissions are approved in the LinkedIn developer portal. API surface and endpoints differ between the v2 REST (/rest/identityMe) and older /v2/me forms—check the LinkedIn docs for the version you target. [1][2][3]
Sources:
[1] LinkedIn Profile API — Retrieve Current Member’s Profile.
[2] LinkedIn Profile Details API (/identityMe) — REST identityMe docs.
[3] LinkedIn emailAddress endpoint / scope details.
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Fix deprecated LinkedIn endpoint and add timeout to axios calls.
- LinkedIn endpoint outdated: The URL
https://api.linkedin.com/v2/people/~is deprecated. LinkedIn v2 API useshttps://api.linkedin.com/v2/meto fetch the authenticated user's profile. - Missing timeout: Both
exchangeCodeForToken()andgetUserProfile()lack timeout configuration on axios calls. Other adapters in the codebase usetimeout: 10000or30000—add timeout here for consistency and reliability.
🔎 Apply fixes
Update the LinkedIn endpoint and add timeout:
const profileUrls = {
github: 'https://api.github.com/user',
google: 'https://www.googleapis.com/oauth2/v2/userinfo',
- linkedin: 'https://api.linkedin.com/v2/people/~'
+ linkedin: 'https://api.linkedin.com/v2/me'
}; const response = await axios.get(profileUrl, {
headers: {
'Authorization': `Bearer ${accessToken}`,
'Accept': 'application/json'
},
+ timeout: 10000
});Also add timeout to exchangeCodeForToken() method (lines 200-210).
📝 Committable suggestion
‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.
| private async getUserProfile(platform: string, accessToken: string): Promise<any> { | |
| const profileUrls = { | |
| github: 'https://api.github.com/user', | |
| google: 'https://www.googleapis.com/oauth2/v2/userinfo', | |
| linkedin: 'https://api.linkedin.com/v2/people/~' | |
| }; | |
| const profileUrl = profileUrls[platform as keyof typeof profileUrls]; | |
| if (!profileUrl) { | |
| throw new Error(`Profile URL not configured for ${platform}`); | |
| } | |
| const response = await axios.get(profileUrl, { | |
| headers: { | |
| 'Authorization': `Bearer ${accessToken}`, | |
| 'Accept': 'application/json' | |
| } | |
| }); | |
| return response.data; | |
| } | |
| private async getUserProfile(platform: string, accessToken: string): Promise<any> { | |
| const profileUrls = { | |
| github: 'https://api.github.com/user', | |
| google: 'https://www.googleapis.com/oauth2/v2/userinfo', | |
| linkedin: 'https://api.linkedin.com/v2/me' | |
| }; | |
| const profileUrl = profileUrls[platform as keyof typeof profileUrls]; | |
| if (!profileUrl) { | |
| throw new Error(`Profile URL not configured for ${platform}`); | |
| } | |
| const response = await axios.get(profileUrl, { | |
| headers: { | |
| 'Authorization': `Bearer ${accessToken}`, | |
| 'Accept': 'application/json' | |
| }, | |
| timeout: 10000 | |
| }); | |
| return response.data; | |
| } |
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Additional Suggestion:
The root .env.example file specifies SMTP_USER but the email service code expects SMTP_USERNAME, causing a runtime error when trying to send emails.
View Details
📝 Patch Details
diff --git a/.env.example b/.env.example
index 8e3011e..b491545 100644
--- a/.env.example
+++ b/.env.example
@@ -49,7 +49,7 @@ MONITORING_PORT=8001
# Email Configuration (for notifications)
SMTP_HOST=smtp.gmail.com
SMTP_PORT=587
-[email protected]
+[email protected]
SMTP_PASSWORD=your_app_password
[email protected]
Analysis
Environment variable name mismatch prevents email service initialization
What fails: EmailService constructor throws "Missing required SMTP environment variable(s): SMTP_USERNAME" when developers follow the root .env.example file, because the file specifies SMTP_USER instead of SMTP_USERNAME.
How to reproduce:
- Copy
.env.exampleto.env - Import or instantiate EmailService from
services/agent-orchestrator/src/services/email.service.ts - The constructor immediately throws an error during initialization
Result: Runtime error in EmailService constructor (line 27-33):
Error: Missing required SMTP environment variable(s): SMTP_USERNAME. Please set them in your environment or .env file.
Expected: The environment variable name should match the code's expectations. The email.service.ts file explicitly validates for SMTP_USERNAME (line 27), but the root .env.example file specifies SMTP_USER (line 52), creating an inconsistency.
Root cause: The root .env.example file uses SMTP_USER while the email service code requires SMTP_USERNAME. This mismatch is inconsistent with:
- The email service code validation (email.service.ts line 27)
- The services/.env.example reference file (line 31) which correctly uses
SMTP_USERNAME - The .env.prepopulated file (line 26) which also uses
SMTP_USERNAME
Fix: Changed line 52 in .env.example from [email protected] to [email protected] to align with the email service's actual environment variable expectations.
|
|
||
| constructor() { | ||
| this.emailService = new EmailService(); | ||
| this.recipientEmail = process.env.SMTP_TO || ''; |
There was a problem hiding this comment.
| this.recipientEmail = process.env.SMTP_TO || ''; | |
| const recipientEmail = process.env.SMTP_TO; | |
| if (!recipientEmail) { | |
| throw new Error( | |
| 'Missing required SMTP environment variable: SMTP_TO. ' + | |
| 'Please set it in your environment or .env file.' | |
| ); | |
| } | |
| this.recipientEmail = recipientEmail; |
The SMTP_TO environment variable defaults to an empty string, causing the daily report to attempt sending emails to an invalid address and fail at runtime.
View Details
Analysis
Missing SMTP_TO environment variable validation allows runtime failure
What fails: DailyReportGenerator constructor initializes recipientEmail to empty string when SMTP_TO environment variable is not set, causing emailService.sendEmail() to fail at runtime with nodemailer's EENVELOPE error ("No recipients defined") instead of failing fast at initialization.
How to reproduce:
# Run with SMTP_TO unset (or empty)
unset SMTP_TO
npm run report:dailyResult: Runtime error "No recipients defined" from nodemailer when generateAndSend() attempts to send email.
Expected: Error should be thrown during DailyReportGenerator construction with a clear message about missing SMTP_TO configuration, consistent with how EmailService validates SMTP_USERNAME, SMTP_PASSWORD, and SMTP_FROM.
Root cause: Per nodemailer documentation, nodemailer validates recipients at send time and rejects empty 'to' fields with EENVELOPE error. The bug violates fail-fast configuration validation principle by not validating SMTP_TO at initialization time like other SMTP variables.
Fix: Added validation in DailyReportGenerator constructor (line 25) to ensure SMTP_TO is set before allowing the generator to be created, matching the EmailService validation pattern for other SMTP environment variables.
Squash merge of pull request #15.
Summary by CodeRabbit
New Features
Documentation
Tests
Chores
Breaking/Notice
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