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From python3-development
Enables semantic code search by behavior, intent, or natural language to find implementations without exact names. Uses CocoIndex MCP server for unfamiliar codebases.
How this skill is triggered — by the user, by Claude, or both
Slash command
/python3-development:semantic-code-searchThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
Use `mcp__cocoindex-code__search` for semantic code search when:
Use mcp__cocoindex-code__search for semantic code search when:
Prefer Grep/Glob when you know exact identifiers, filenames, or string literals. Prefer semantic search when you know what the code does but not what it's called.
The CocoIndex Code MCP server is bundled with this plugin via .mcp.json and launches automatically using uvx cocoindex-code==0.1.11 — no pre-installation required. If mcp__cocoindex-code__search is not listed in available tools, report BLOCKED — this is a configuration error, not a fallback scenario.
SOURCE: CocoIndex Code GitHub Repository (accessed 2026-03-10)
npx claudepluginhub jamie-bitflight/claude_skills --plugin python3-developmentSearches codebases semantically with natural language queries to find implementations by concept (e.g., 'where is X', 'how does Y work'). Returns file paths, lines, and snippets.
Provides semantic code search and index management via the ccc CLI. Automatically initializes and refreshes the codebase index for relevant file retrieval.
Semantic code search using `colgrep` CLI with natural language queries, file filtering, and hybrid text+semantic search. Replaces standard grep/glob for intuitive code exploration.