query SKILL.md skillA
query from garrytan/gbrain is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add garrytan/gbrain/query@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- garrytan/gbrain
- Path
plugin/skills/query/SKILL.md- Versions recorded
- 7
- Latest version
- v1.0.0, committed Oct 15, 2026
- First version recorded
- Aug 16, 2026
- Size
- 11,461 bytes
- Repository stars
- 31,074
- License
- MIT
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.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file 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@sha256:d75f8eda6c2d7a99The line at the top of this page pins the label v1.0.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_ekjytod7jdexr2ec)
6 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 7 versions of this file, between Aug 16, 2026 and Oct 15, 2026, about one every 10 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.0 latest | 2026-10-15 | d5861ac | 11,461 B | A | view · diff |
| v1.0.0 | 2026-10-08 | 8afb109 | 11,449 B | A | view · diff |
| v1.0.0 | 2026-10-07 | 590bb9a | 11,838 B | A | view · diff |
| v1.0.0 | 2026-10-05 | 6509f9b | 11,796 B | A | view · diff |
| v1.0.0 | 2026-10-05 | 09aa117 | 11,664 B | A | view · diff |
| v1.0.0 | 2026-09-25 | a610db7 | 9,165 B | A | view · diff |
| v1.0.0 | 2026-08-16 | df4feda | 7,289 B | A | view |
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 (11461 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 · 31,074 stars · license MIT · pushed 2026-10-22 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_ekjytod7jdexr2ec GET https://markdownregistry.com/api/v1/resolve?ref=garrytan/gbrain/query GET https://markdownregistry.com/api/v1/blob/d75f8eda6c2d7a9984b6c9bfc4f8093811f3f7afad29e762f870f14187ccc650
Your AI assistant 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.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.