audit-verify-explain-grade-5 SKILL.md skillA
audit-verify-explain-grade-5 from akillness/jeo-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add akillness/jeo-skills/audit-verify-explain-grade-5@v1.0Pins v1.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- akillness/jeo-skills
- Path
.agent-skills/audit-verify-explain-grade-5/SKILL.md- Versions recorded
- 1
- Latest version
- v1.0, committed Jul 28, 2026
- Size
- 5,305 bytes
- Repository stars
- 52
- License
- none declared
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 ## When to use this skill - The user asks you to review, audit, or check a change, fix, or claim before it is trusted. - The user wants you to verify results with concrete evidence (tests, running the app, logs, screenshots, or artifacts) rather than assuming they work. - The user asks you to summarize test results or validate whether something actually works. - The user wants a technical finding, diff, or fix explained in simple, grade-5 language for a non-technical reader. - Performance or improvement claims need to be checked against measured evidence instead of assumed. - Do NOT use this skill for tasks that are purely about writing new code or content with no audit/verify/explain step, or when the user wants a highly technical, jargon-heavy explanation aimed at expert readers — route those to a standard implementation or writing workflow instead. ## 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. …
Read the whole file at its exact version.
How to install
mdr add akillness/jeo-skills/audit-verify-explain-grade-5@sha256:d0f39cb0ec858e09The line at the top of this page pins the label v1.0, 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.
[](https://markdownregistry.com/a/art_3vinz3k2qwpntupu)
7 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jul 28, 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 (5305 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
akillness/jeo-skills · 52 stars · license none declared · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_3vinz3k2qwpntupu GET https://markdownregistry.com/api/v1/resolve?ref=akillness/jeo-skills/audit-verify-explain-grade-5 GET https://markdownregistry.com/api/v1/blob/d0f39cb0ec858e0963aadd9f9ae949a93c0bb24a952f3c746bc301b105a5fa7c
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 akillness/jeo-skills
Every file in akillness/jeo-skills