signal-detector 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.

signal-detector 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/signal-detector@v1.1.0

Pins v1.1.0 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/signal-detector/SKILL.md
Versions recorded
8
Latest version
v1.1.0, committed Oct 8, 2026
First version recorded
Aug 16, 2026
Size
8,152 bytes
Repository stars
31,587
License
MIT

Opt-in ambient signal capture. After explicit enablement, applies on substantive inbound messages to detect original thinking and entity mentions. Use an authorized sub-agent where supported; otherwise detect inline. Aim to never block the main response.

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

# Signal Detector — Ambient Brain Capture

After the user enables automatic capture, apply this lightweight pass to
substantive inbound messages within their chosen scope. It watches for:

1. **Original thinking** — the user's ideas, observations, theses, frameworks
2. **Entity mentions** — people, companies, media references

Original thinking is AT LEAST as valuable as entity extraction. Ideas are the
intellectual capital. Entities are bookkeeping. Both compound over time.

## Contract

This skill guarantees:
- Applies only after explicit automatic-capture opt-in (skips: no recorded
  choice, capture off, chat-only requests, and purely operational messages)
- Spawns as a sub-agent where the harness supports it; otherwise runs the
  detection inline before composing the reply. Never blocking the response
  is the intent, not a runtime contract
- Checks the user's stored capture choice before writing and honors narrower
  per-message instructions; a first-fire announcement is not consent
- Captures ideas with the user's EXACT phrasing (no paraphrasing)
- Detects entity mentions and creates/enriches brain pages
- Logs a one-line summary of what was captured
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add garrytan/gbrain/signal-detector@sha256:fa8102a696344055

The line at the top of this page pins the label v1.1.0, 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_uadxdw7ltbnlxboe.svg)](https://markdownregistry.com/a/art_uadxdw7ltbnlxboe)

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

Versions

The registry has recorded 8 versions of this file, between Aug 16, 2026 and Oct 8, 2026, about one every 8 days.

versioncommittedcommitsizeaudit
v1.1.0 latest2026-10-08 8afb109 8,152 BA view · diff
v1.1.02026-10-07 590bb9a 8,533 BA view · diff
v1.1.02026-10-05 6509f9b 8,532 BA view · diff
v1.1.02026-10-05 09aa117 8,423 BA view · diff
v1.1.02026-10-04 739e5cc 8,366 BA view · diff
v1.1.02026-09-10 1fc8b6c 7,426 BA view · diff
v1.0.02026-09-02 d337920 6,772 BA view · diff
v1.0.02026-08-16 df4feda 6,300 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 (8152 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_uadxdw7ltbnlxboe
GET https://markdownregistry.com/api/v1/resolve?ref=garrytan/gbrain/signal-detector
GET https://markdownregistry.com/api/v1/blob/fa8102a696344055d45d54d3cf4fe513d484ea1f0279abb126a97f57427ddde1

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 signal-detector

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