grepai-search-advanced

This skill covers advanced search options including JSON output, compact mode, and integration with AI agents. Note: --json and --toon are mutually exclusive. Output: Output: Key differences: TOON (Token-Oriented Object Notation) is an even more compact format, optimized for AI agents. Output: Output: Use compact mode to minimize tokens: Then provide results to the AI with file read tool for details. GrepAI provides MCP tools with format selection (v0.26.0+): MCP tools support JSON (default) or TOON format: Valid values: "json" (default) or "toon" For a typical search with 5 results: Run multiple searches: When search fails: Advanced search output (JSON compact): Token estimate: ~80 tokens (vs ~800 for full content) - Integrating GrepAI with scripts or tools - Using GrepAI with AI agents (Claude, GPT) - Processing search results programmatically - Reducing token usage in AI contexts - Abbreviated keys ( s vs score , f vs file ) - No content (just file locations) - ~80% fewer tokens for AI agents - Use TOON when integrating with AI agents that support it - Use TOON compact for maximum token efficiency (~50% smaller than JSON compact) - Stick with JSON for traditional scripting (jq, programming languages) - Search for relevant code: - Get response: - Read specific files: AI reads src/auth/middleware.go:15-45 for full context. - Use compact for AI agents: 80% token savings - Use...