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5.1 Integrate ripgrep-like search (respect .gitignore) to gather snippets for prompts.
5.2 Implement a context packer that deduplicates and truncates snippets to stay within token limits.
5.3 Add a search command returning matches with surrounding lines, copy-to-context, and optional web search toggle.
5.4 Unit-test context assembly and truncation.
5.5 Create a Context Budget Manager to manage context limits effectively.
The Challenge: Context limits. qwen3-coder:30b has a 256K window, but performance degrades as it gets closer to the limit.
Before sending the prompt, calculate the token count of: System Prompt + User Prompt + File A + File B. If it exceeds the limit, auto-summarize or drop the least relevant file before hitting the API.