Agent Persona Exploration - 2026-08-02

[github-actions]

Persona Overview

• Agent: agentic-workflows
• Personas This Run: Information Worker, Product Manager, Backend Engineer
• Scenarios Tested: 4
• Average Quality Score: N/A

Key Findings

• Selected a non-technical-heavy slice first: Information Worker and Product Manager, plus Backend Engineer.
• Generated six scenarios and chose four representative cases for consolidated evaluation.
• The consolidated agenticworkflows invocation did not return workflow-design guidance, so all tested scenarios were marked invocation_unavailable.
• Because no scenario response was produced, trigger/tool/security scoring is unavailable for this run.
• The main actionable gap is discoverability of a supported evaluation path for requesting design suggestions without editing workflows.

Top Patterns

1. No response patterns were observable because the agent invocation failed before producing scenario-level output.
2. No tool recommendations were returned, so comparative tool analysis was unavailable.
3. Security-practice assessment was unavailable for all tested scenarios.

View Tested Personas and Scenarios

• Information Worker
  • IW-1: Weekly summary of stale documentation files not updated in the last 90 days.
  • IW-2: Triage newly merged PRs and draft internal release-note snippets.
• Product Manager
  • PM-1: Weekly digest of completed features grouped by customer impact.
  • PM-2: Flag PRs that change user-facing behavior without release-note updates.
• Backend Engineer
  • BE-1: Review PRs for database migration safety risks.
  • BE-2: Detect API contract changes and summarize breaking changes.

Tested subset this run: IW-1, PM-1, PM-2, BE-1.

View Invocation Failure Detail

Attempted a single consolidated agenticworkflows invocation with the four selected scenarios. The CLI returned:

• Error [-32603]: calling "tools/call": failed to add workflows

This was treated as a standard partial-results outcome. Per instructions, the run continued and all scenario scores were marked unavailable instead of retrying repeatedly.

View Areas for Improvement (Top 3)

• Clarify the supported command/path for evaluating workflow ideas versus adding/updating repository workflow files.
• Add a documented example for multi-scenario research prompts in .github/aw/create-agentic-workflow.md.
• Add troubleshooting guidance in .github/aw/github-agentic-workflows.md for agenticworkflows invocation failures during evaluation-only use cases.

Recommendations (Top 3 only)

1. Document a supported evaluation-only entry point in .github/aw/github-agentic-workflows.md for asking the agent to propose workflow designs without mutating repository files.
2. Add a concise multi-scenario example to .github/aw/create-agentic-workflow.md so research runs can compare persona/task slices efficiently.
3. Define expected failure handling and fallback behavior for unsupported agenticworkflows commands so evaluation runs can distinguish product gaps from transient tool issues.

References:

• §30755094117

Generated by 🎭 Agent Persona Explorer · gpt54 · 12.3 AIC · ⌖ 5.35 AIC · ⊞ 7.4K · ◷