knowledge_search
Search all session knowledge by keywords, category, or free text to find past decisions and context. Uses spreading activation for related memories.
Instructions
Search accumulated knowledge across all sessions by keywords, category, or free text. The knowledge base grows automatically as sessions are saved — keywords are extracted from every ledger and handoff entry. Use this to find related past work, decisions, and context from previous sessions.
Categories available: debugging, architecture, deployment, testing, configuration, api-integration, data-migration, security, performance, documentation, ai-ml, ui-frontend, resume
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| limit | No | Maximum results to return (default: 10, max: 50). | |
| query | Yes | Free-text search query. Searched against session summaries using full-text search. | |
| project | No | Optional project filter. If omitted, searches across all projects. | |
| category | No | Optional category filter (e.g. 'debugging', 'architecture', 'ai-ml'). Filters results to sessions in this category. | |
| activation | No | Configuration for ACT-R inspired Spreading Activation. Use this to find structurally related memories beyond direct semantic/keyword hits. | |
| enable_trace | No | If true, returns a separate MEMORY TRACE content block with search strategy, latency breakdown, and scoring metadata for explainability. Default: false. |