knowledge_search
Search accumulated session knowledge to find past work, decisions, and context using keywords, categories, or free text. Retrieves relevant historical data automatically extracted from saved session ledgers and handoffs.
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 |
|---|---|---|---|
| project | No | Optional project filter. If omitted, searches across all projects. | |
| query | Yes | Free-text search query. Searched against session summaries using full-text search. | |
| category | No | Optional category filter (e.g. 'debugging', 'architecture', 'ai-ml'). Filters results to sessions in this category. | |
| limit | No | Maximum results to return (default: 10, max: 50). | |
| enable_trace | No | If true, returns a separate MEMORY TRACE content block with search strategy, latency breakdown, and scoring metadata for explainability. Default: false. | |
| activation | No | Configuration for ACT-R inspired Spreading Activation. Use this to find structurally related memories beyond direct semantic/keyword hits. |