Query
Answer questions using the brain's knowledge with 3-layer search, synthesis, and...
Install
npx skills add garrytan/gbrain --skill query -g -a claude-code -y- Repository
- garrytan/gbrain31.4k
- Category
- Engineering
- Updated
- 3d ago
- License
- MIT
- Context cost
- Mediumabout 2,740 tokens
- Runs scripts
- No, instructions only
What it does
Answer questions using the brain's knowledge with 3-layer search, synthesis, and citation propagation. Use when the user asks a question, wants a lookup, or needs information from the brain.
Query Skill
Answer questions using the brain's knowledge with 3-layer search and synthesis.
Memory verbs (MEMORY_VERBS v1, gbrain ≥ 0.43). When connected to a brain over MCP, prefer the seven frozen memory verbs for memory work, they carry provenance, evidence, and a server-enforced token budget:
recall(query | entity, budget_tokens), the budget-packed memory read. Use it instead of baresearchfor "what do we know that we SAVED about X".entity(name), a zero-LLM person/company/project card (aliases, last-touched, open threads, top edges). Use it instead ofget_page+get_backlinkswhen you just need the card.synthesize(question), the explicitly-expensive cross-page answer; the heavy version ofquery. Reach for it only when the answer must combine evidence across pages. Fall back tosearch/query/get_pagewhen the verbs aren't on the surface (pre-0.43 servers;--surface fullincludes the verbs alongside every other op). Seedocs/protocol/MEMORY_VERBS_v1.md.
Contract
This skill guarantees:
- Every answer is grounded in brain content (no hallucination)
- Every claim has a citation tracing back to a specific page slug
- Gaps are flagged explicitly ("the brain doesn't have information on X")
- Source precedence is respected (user statements > compiled truth > timeline > external)
- Conflicting sources are noted with both citations
