brain-ops SKILL.md skillA

brain-ops from garrytan/gbrain is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add garrytan/gbrain/brain-ops@v1.2.0

Pins v1.2.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
garrytan/gbrain
Path
skills/brain-ops/SKILL.md
Versions recorded
11
Latest version
v1.2.0, committed Oct 21, 2026
First version recorded
Sep 15, 2026
Size
16,651 bytes
Repository stars
31,587
License
MIT

Brain knowledge base operations. The core read/write cycle: brain-first lookup, read-enrich-write loop, source attribution, ambient enrichment, back-linking. Read this before any brain interaction.

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

# Brain Operations — The Ambient Context Layer

Recall relevant context before responding. Save explicit requests with
provenance; automatic capture is off until the user opts in. Reading this skill
does not enable capture, delegation, or paid enrichment. A chat-only instruction
suppresses writes for that turn, including when standing capture is enabled.

> **Convention:** See `skills/conventions/brain-first.md` for the lookup chain and copyable retrieval filters.
> **Convention:** See `skills/conventions/quality.md` for citation and back-link rules.

> **Memory verbs (MEMORY_VERBS v1, gbrain ≥ 0.43).** Over MCP, prefer the five
> core memory verbs for the read/write cycle: **`remember(fact, provenance,
> ttl?)`** to save a single durable fact (mandatory provenance; dedupes +
> supersedes), **`recall(query | entity, budget_tokens)`** to read it back
> budget-packed, **`entity(name)`** for a zero-LLM card, **`synthesize(question)`**
> for the expensive cross-page answer, **`forget(id)`** to withdraw active memory
> (history, source material, and backups may remain). `context_pack` and `delta`
> complete the seven-verb surface. Use
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add garrytan/gbrain/brain-ops@sha256:332af1d0a1e66fda

The line at the top of this page pins the label v1.2.0, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_mvtopyu5nx2auihz.svg)](https://markdownregistry.com/a/art_mvtopyu5nx2auihz)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 11 versions of this file, between Sep 15, 2026 and Oct 21, 2026, about one every 4 days.

versioncommittedcommitsizeaudit
v1.2.0 latest2026-10-21 b79e6c2 16,651 BA view · diff
v1.2.02026-10-21 9fcb90f 16,640 BA view · diff
v1.2.02026-10-15 d5861ac 16,391 BA view · diff
v1.2.02026-10-10 74af2eb 16,301 BA view · diff
v1.2.02026-10-07 590bb9a 15,808 BA view · diff
v1.2.02026-10-04 739e5cc 15,544 BA view · diff
v1.2.02026-10-02 2d8801b 14,585 BA view · diff
v1.2.02026-09-30 3e60b24 13,856 BA view · diff
v1.2.02026-09-25 a610db7 13,445 BA view · diff
v1.2.02026-09-24 31f257a 12,598 BA view · diff
v1.2.02026-09-15 f1fbdfb 11,683 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (16651 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

GitHub

garrytan/gbrain · 31,587 stars · license MIT · pushed 2026-11-06 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_mvtopyu5nx2auihz
GET https://markdownregistry.com/api/v1/resolve?ref=garrytan/gbrain/brain-ops
GET https://markdownregistry.com/api/v1/blob/332af1d0a1e66fdaae7bb193c715e91f458dbf3b49a6669b9523948e2243255e

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.

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Every file in garrytan/gbrain

Other files named brain-ops

brain-ops SKILL.md skill
garrytan/gbrain · plugin/skills/brain-ops/SKILL.md · Brain knowledge base operations. The core read/write cycle: brain-first lookup, read-enrich-write loop, source…
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brain-ops SKILL.md skill
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