query skillA
query is agent-read markdown (skill) from garrytan/gbrain: 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..
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.
What the file says
# 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 bare `search` for "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 of `get_page` + > `get_backlinks` when you just need the card. > - **`synthesize(question)`** — the explicitly-expensive cross-page answer; the > heavy version of `query`. Reach for it only when the answer must combine > evidence across pages. > Fall back to `search`/`query`/`get_page` when the verbs aren't on the surface > (pre-0.43 servers; `--surface full` includes the verbs alongside every other > op). See `docs/protocol/MEMORY_VERBS_v1.md`. ## Contract This skill guarantees: - Every answer is grounded in brain content (no hallucination) …
Read the whole file at its exact version.
How to install
mdr add garrytan/gbrain/query@v1.0.0mdr add garrytan/gbrain/query@sha256:b12aae4e86b89303Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
[](https://markdownregistry.com/a/art_gp2yiiaj6qlecnm5)
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Versions
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (7289 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
garrytan/gbrain · 30,275 stars · license MIT · pushed 2026-09-23 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_gp2yiiaj6qlecnm5 GET https://markdownregistry.com/api/v1/resolve?ref=garrytan/gbrain/query GET https://markdownregistry.com/api/v1/blob/b12aae4e86b893038b1d9e97a977bd6a7939db9f5c57dde12c11d8d7451e0762
Your agent does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.