audit-verify-explain-grade-5 SKILL.md skillA
audit-verify-explain-grade-5 from nirholas/three.ws is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add nirholas/three.ws/audit-verify-explain-grade-5@git:20260905.615d154Pins git:20260905.615d154 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- nirholas/three.ws
- Path
third_party/designcode-agent-skills/agent-skills/codex/audit-verify-explain-grade-5/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260905.615d154, committed Sep 5, 2026
- Size
- 3,679 bytes
- Repository stars
- 269
- License
- Apache-2.0
Audit work, verify claims with concrete evidence, and explain the result in simple grade-5 language. Use when the user asks to review, audit, check, verify, explain a change, explain a fix, summarize test results, validate whether something works, or translate technical findings into plain language for non-technical readers.
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
# Audit, Verify, Explain ## Core Rule Treat every answer as three jobs: 1. Audit what changed or what is being claimed. 2. Verify it with direct evidence. 3. Explain it like the reader is smart but new to the topic. Do not skip verification when local files, commands, logs, tests, screenshots, or source data are available. Do not pretend something was verified if it was only inferred. ## Workflow ### 1. Audit Start by finding the real source of truth: - For code changes, inspect the diff, touched files, related call sites, and existing tests. - For bug fixes, identify the before/after behavior and the user-facing path. - For performance claims, separate measured evidence from likely improvement. - For release or app behavior, check the packaged/running artifact when possible. - For documents or content, compare the user request against the actual produced artifact. Look for: - obvious bugs or regressions - missing edge cases - stale assumptions - unverified claims - mismatches between implementation and user intent - risks that a grade-5 explanation might accidentally hide ### 2. Verify Prefer evidence in this order: …
Read the whole file at its exact version.
How to install
mdr add nirholas/three.ws/audit-verify-explain-grade-5@sha256:d4b5ce0ccda298b7The line at the top of this page pins the label git:20260905.615d154, 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_55pdqu5lvtc7qrih)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 5, 2026.
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 (3679 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
nirholas/three.ws · 269 stars · license Apache-2.0 · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_55pdqu5lvtc7qrih GET https://markdownregistry.com/api/v1/resolve?ref=nirholas/three.ws/audit-verify-explain-grade-5 GET https://markdownregistry.com/api/v1/blob/d4b5ce0ccda298b75fc7927f88a67dd5528693085ee52fa92b0623544665ba32
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 nirholas/three.ws
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