brain-ops SKILL.md skillA

This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.

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
plugin-variants/gbrain-coding/skills/brain-ops/SKILL.md
Versions recorded
14
Latest version
v1.2.0, committed Oct 21, 2026
First version recorded
Aug 17, 2026
Size
16,732 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@sha256:7ad1f1bb8bf881e7

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_samf6rf2c74t7vb3.svg)](https://markdownregistry.com/a/art_samf6rf2c74t7vb3)

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

Versions

The registry has recorded 14 versions of this file, between Aug 17, 2026 and Oct 21, 2026, about one every 5 days.

versioncommittedcommitsizeaudit
v1.2.0 latest2026-10-21 b79e6c2 16,732 BA view · diff
v1.2.02026-10-21 9fcb90f 16,721 BA view · diff
v1.2.02026-10-15 d5861ac 16,472 BA view · diff
v1.2.02026-10-10 47d0faf 16,382 BA view · diff
v1.2.02026-10-08 8afb109 15,889 BA view · diff
v1.2.02026-10-07 590bb9a 16,303 BA view · diff
v1.2.02026-10-05 6509f9b 16,039 BA view · diff
v1.2.02026-10-05 09aa117 15,958 BA view · diff
v1.2.02026-10-04 739e5cc 15,901 BA view · diff
v1.2.02026-09-15 f1fbdfb 11,683 BA view · diff
v1.2.02026-09-10 1fc8b6c 11,092 BA view · diff
v1.1.02026-08-31 2a56b51 10,444 BA view · diff
v1.1.02026-08-18 649ffe5 10,326 BA view · diff
v1.1.02026-08-17 489e277 9,685 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 (16732 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_samf6rf2c74t7vb3
GET https://markdownregistry.com/api/v1/resolve?ref=garrytan/gbrain/brain-ops
GET https://markdownregistry.com/api/v1/blob/7ad1f1bb8bf881e736ac9620a5a8bd7b5962cb13365d4acaa9f93c4bd3a102de

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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