scrutinize SKILL.md skillA
scrutinize from pitimon/8-habit-ai-dev is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add pitimon/8-habit-ai-dev/scrutinize@git:20260914.5d5e0e3Pins git:20260914.5d5e0e3 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- pitimon/8-habit-ai-dev
- Path
skills/scrutinize/SKILL.md- Versions recorded
- 6
- Latest version
- git:20260914.5d5e0e3, committed Sep 14, 2026
- First version recorded
- May 24, 2026
- Size
- 13,537 bytes
- Repository stars
- 3
- License
- MIT
Outsider-perspective end-to-end review of a plan, PR, or proposed change — questions intent first (is there a simpler way?), then traces the actual code path (not just the diff) to verify the change does what it claims. Use BEFORE committing to an implementation, or BEFORE merging a PR — pairs with `/review-ai` (scope-question vs diff-local). Output is concise, actionable, with rationale per finding. Maps to H5 (Understand First — outsider lens) + H8…
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
# Scrutinize (มองจากภายนอก แล้วไล่ทางจริง) **Habit**: H5 — Seek First to Understand + H8 — Find Your Voice | **Anti-pattern**: Rubber-stamp "LGTM" reviews that only check what's already in the diff Stand outside the change and ask whether it should exist at all, then verify it actually does what it claims end-to-end. Different from `/review-ai`: that skill checks security/quality/perf on the diff. This skill questions scope, traces the call graph, and surfaces whether a simpler alternative was missed. ## Operating Stance - **Outsider.** Forget who wrote it and why they think it's right. Read the artifact cold. - **End-to-end, not diff-local.** The diff is the entry point, not the scope. Follow the call graph through real code paths. - **Actionable, concise, with rationale.** Every finding states _what to change_, _why_, and _what evidence_ led you there. No filler, no restating the diff back. ## When to Use - Before committing to an implementation approach (after `/design` or `/build-brief`, before code is written). - Before merging a PR — as a second pass alongside `/review-ai`. - When a plan or design doc feels "fine" but you want an independent check. …
Read the whole file at its exact version.
How to install
mdr add pitimon/8-habit-ai-dev/scrutinize@sha256:99c31450ecc12d60The line at the top of this page pins the label git:20260914.5d5e0e3, 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.
[](https://markdownregistry.com/a/art_dzzjy2nb4xcwjd62)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 6 versions of this file, between May 24, 2026 and Sep 14, 2026, about one every 23 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260914.5d5e0e3 latest | 2026-09-14 | 5d5e0e3 | 13,537 B | A | view · diff |
| git:20260912.910e521 | 2026-09-12 | 910e521 | 13,455 B | A | view · diff |
| git:20260619.3260c74 | 2026-06-19 | 3260c74 | 13,291 B | A | view · diff |
| git:20260615.37b2504 | 2026-06-15 | 37b2504 | 13,246 B | A | view · diff |
| git:20260607.0f240c4 | 2026-06-07 | 0f240c4 | 13,015 B | A | view · diff |
| git:20260524.8540f9e | 2026-05-24 | 8540f9e | 12,592 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (13537 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
pitimon/8-habit-ai-dev · 3 stars · license MIT · pushed 2026-10-13 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_dzzjy2nb4xcwjd62 GET https://markdownregistry.com/api/v1/resolve?ref=pitimon/8-habit-ai-dev/scrutinize GET https://markdownregistry.com/api/v1/blob/99c31450ecc12d6098b4344819599ebbe9351f6472d86b144fd7d73040868f01
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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