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Routes code research queries to ChunkHound for architecture, data flows, design patterns, and semantic analysis; native grep/glob for simple string/file searches. For onboarding and understanding codebases.
npx claudepluginhub shopwarelabs/ai-coding-tools --plugin chunkhound-integrationHow this skill is triggered — by the user, by Claude, or both
Slash command
/chunkhound-integration:code-research-routingThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
Route code investigation queries to the appropriate tool based on query characteristics.
Maps codebase structure, patterns, symbols, and dependencies using ast-grep and bash scripts. Outputs factual maps with paths/line numbers to .artifacts/research/.
Guides systematic codebase exploration through collaborative dialogue, starting with clarifying questions before investigating architecture, patterns, and implementation details.
Searches 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.
Share bugs, ideas, or general feedback.
Route code investigation queries to the appropriate tool based on query characteristics.
Use mcp__plugin_chunkhound-integration_ChunkHound__code_research for questions requiring semantic understanding:
| Query Pattern | Example | Why ChunkHound |
|---|---|---|
| Architecture questions | "How does the payment system work?" | Multi-file relationships |
| Dependency discovery | "Find all components that use UserService" | Semantic traversal |
| Pattern recognition | "What design patterns are used here?" | Cross-file analysis |
| Data flow mapping | "How does data flow from API to database?" | Architectural synthesis |
| Onboarding queries | "I'm new, where should I start?" | Broad exploration |
| Implementation search | "How is authentication implemented?" | Concept-based discovery |
Use Grep, Glob, or Read for direct, targeted queries:
| Query Pattern | Example | Why Native |
|---|---|---|
| Known file lookup | "Show me package.json" | Direct path → Read |
| File pattern search | "Find all *.test.ts files" | Pattern match → Glob |
| Simple string search | "Search for 'TODO' comments" | Literal string → Grep |
| Known symbol lookup | "Find function calculateTotal" | Exact identifier → Grep |
Before choosing a tool, ask:
| Tool | Purpose | When to Use |
|---|---|---|
mcp__plugin_chunkhound-integration_ChunkHound__code_research | Deep code research with LLM synthesis | Architecture, implementations, relationships |
mcp__plugin_chunkhound-integration_ChunkHound__search_semantic | Find code by meaning/concept | "authentication logic", similar functionality |
mcp__plugin_chunkhound-integration_ChunkHound__search_regex | Find exact code patterns | Function names, imports, specific syntax |
mcp__plugin_chunkhound-integration_ChunkHound__health_check | Check server health status | Verify MCP connection |
mcp__plugin_chunkhound-integration_ChunkHound__get_stats | Get database statistics | Check index health (file/chunk counts) |
If ChunkHound tools are unavailable:
/plugin list/mcp/chunkhound-status