inspect SKILL.md skillA

inspect from jun0-ds/sonmat is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add jun0-ds/sonmat/inspect@git:20260414.1ac12c3

Pins git:20260414.1ac12c3 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
jun0-ds/sonmat
Path
skills/inspect/SKILL.md
Versions recorded
4
Latest version
git:20260414.1ac12c3, committed Apr 14, 2026
First version recorded
Apr 1, 2026
Size
11,311 bytes
Repository stars
5
License
BSD-3-Clause

Trigger-reactive discovery-led depth — when a System 1 signal surfaces (blast radius, shared code, infra, auth, migration), pull depth into side-effect, dependency, assumption, and rollback checks. Not a mode; a reaction.

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

# Inspect — Discovery-Led Depth

Inspect is **not a mode**. It is a set of checks that fire in response to a specific discovery. The **discovery-led principle**: active discovery pulls depth in, not the other way around — depth is not a dial you turn up before knowing what you are looking at.

When a System 1 signal (see Triggers below) surfaces, inspect pulls System 2 checks scoped to **that specific signal**. One discovery → depth on that discovery → checks resolve → back to default operation. No "inspect on / inspect off" state.

Manual invocation (`/inspect`) is still available when the user wants to force a depth pass without waiting for an auto-detected trigger — but even then, it runs once for the current change and exits.

---

## What inspect does when triggered

### Scope of a single depth pass

| Default operation | Depth pass fires |
|---------|---------|
| Changed files only | Changed files + direct dependents |
| Tests pass? | Tests pass + are tests covering the right cases? |
| Does it work? | Does it work + what could it break? |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add jun0-ds/sonmat/inspect@sha256:8786c04530f62796

The line at the top of this page pins the label git:20260414.1ac12c3, 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_shyixa7l6ehk3m4l.svg)](https://markdownregistry.com/a/art_shyixa7l6ehk3m4l)

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

Versions

The registry has recorded 4 versions of this file, between Apr 1, 2026 and Apr 14, 2026, about one every 4 days.

versioncommittedcommitsizeaudit
git:20260414.1ac12c3 latest2026-04-14 1ac12c3 11,311 BA view · diff
git:20260402.4491b6f2026-04-02 4491b6f 3,646 BA view · diff
git:20260401.cb264332026-04-01 cb26433 3,625 BA view · diff
git:20260401.75e06952026-04-01 75e0695 2,482 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 (11311 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

jun0-ds/sonmat · 5 stars · license BSD-3-Clause · pushed 2026-10-12 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_shyixa7l6ehk3m4l
GET https://markdownregistry.com/api/v1/resolve?ref=jun0-ds/sonmat/inspect
GET https://markdownregistry.com/api/v1/blob/8786c04530f62796597a97884f3e96911da42647d8eec2042f869e4bd3f62f7f

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.

More from jun0-ds/sonmat

autoloop SKILL.md skill
jun0-ds/sonmat · skills/autoloop/SKILL.md · 범용 자율 루프 — 기획→정의→실행→평가→판단→기록→반복. 에스컬레이션 판단 포함.
git:20261012.4fe924e · audit A · 5 stars
devil SKILL.md skill
jun0-ds/sonmat · skills/devil/SKILL.md · 요청된 계획·해석·판단에서 목적 달성을 좌우하는 가정을 검토하고 다음 선택에 도움이 되는 반론을 제시한다.
git:20261003.89c6510 · audit A · 5 stars
guard SKILL.md skill
jun0-ds/sonmat · skills/guard/SKILL.md · Main-side verification checks — pre-commit test / sensitive-file blocking, discipline conformance, novel-trap…
git:20260928.900ac85 · audit A · 5 stars
punch SKILL.md skill
jun0-ds/sonmat · skills/punch/SKILL.md · Punch list — completeness and residue check before delivery. Finds what's missing that should exist (omission) and…
git:20260522.161955d · audit A · 5 stars
scribe SKILL.md skill
jun0-ds/sonmat · skills/scribe/SKILL.md · Post-work persistence layer — observes completed work and writes what should outlive the session. Bridge notes…
git:20261012.4fe924e · audit A · 5 stars

Every file in jun0-ds/sonmat

Browse by kind, by grade A, or by owner.