brain-recall SKILL.md skillA

brain-recall from inite-ai/inite-brain-service is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add inite-ai/inite-brain-service/brain-recall@git:20261101.fb03f39

Pins git:20261101.fb03f39 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
inite-ai/inite-brain-service
Path
skills/brain-recall/SKILL.md
Versions recorded
5
Latest version
git:20261101.fb03f39, committed Nov 1, 2026
First version recorded
May 23, 2026
Size
9,731 bytes
Repository stars
43
License
AGPL-3.0

Recall everything brain knows about one specific entity — current profile, full bitemporal timeline, graph neighbours, and unresolved disagreements. Use when the user names a person/company/thing and asks "tell me about them", "what's their history", or "what do we still disagree about?". For a single-shot LLM briefing without three round-trips, reach for summarize_entity instead.

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-recall

When the user points at one entity and asks for the full picture, combine MCP tools in order:

- `summarize_entity` (one-liner briefing — drop into LLM context)
- `get_entity_profile` (now-snapshot — name, refs, active facts)
- `get_entity_timeline` (history — every fact, including retracted)
- `find_related_entities` (graph context — typed edges)
- `get_competing_facts` (unresolved disagreements — pairs the resolver left for adjudication)

Each addresses a different question and the user usually wants pieces of several. The new short-circuit is `summarize_entity` — when the user just wants a single line of context about an entity (not all the facts), it's one call instead of three.

## When to use

- "Tell me about Alice Smith."
- "What's the full history on Acme Corp?"
- "Who is Bob connected to?"
- "What changed for tenant 42 over the last quarter?"

Do **not** use for:
- Open-ended search where the entity isn't yet identified → use `brain-search` first
- Recording new facts → `record_fact`

## Whose memory — pass `userId`
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add inite-ai/inite-brain-service/brain-recall@sha256:67e3d9f48ae4754e

The line at the top of this page pins the label git:20261101.fb03f39, 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_6jqjz33zcqul4766.svg)](https://markdownregistry.com/a/art_6jqjz33zcqul4766)

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

Versions

The registry has recorded 5 versions of this file, between May 23, 2026 and Nov 1, 2026, about one every 41 days.

versioncommittedcommitsizeaudit
git:20261101.fb03f39 latest2026-11-01 fb03f39 9,731 BA view · diff
git:20261101.60e41ae2026-11-01 60e41ae 9,693 BA view · diff
git:20260902.dc07fca2026-09-02 dc07fca 7,677 BA view · diff
git:20260623.89ab4782026-06-23 89ab478 7,047 BA view · diff
git:20260523.2806ffb2026-05-23 2806ffb 4,695 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 (9731 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

inite-ai/inite-brain-service · 43 stars · license AGPL-3.0 · pushed 2026-11-03 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_6jqjz33zcqul4766
GET https://markdownregistry.com/api/v1/resolve?ref=inite-ai/inite-brain-service/brain-recall
GET https://markdownregistry.com/api/v1/blob/67e3d9f48ae4754e9c6a954217c824e2eb4af200b035b5358f2cba076e5cc9be

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 inite-ai/inite-brain-service

Other files named brain-recall

brain-recall SKILL.md skill
inite-ai/inite-brain-service · plugins/inite-brain/skills/brain-recall/SKILL.md · Recall everything brain knows about one specific entity — current profile, full bitemporal timeline, graph neighbours…
git:20261101.fb03f39 · audit A · 43 stars

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