security-fix-finding SKILL.md skillA
security-fix-finding from ahgraber/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add ahgraber/skills/security-fix-finding@git:20260728.79ff2f8Pins git:20260728.79ff2f8 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- ahgraber/skills
- Path
skills/security-fix-finding/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260728.79ff2f8, committed Jul 28, 2026
- First version recorded
- Jun 26, 2026
- Size
- 8,216 bytes
- Repository stars
- 6
- License
- CC0-1.0
Use when the user explicitly asks to fix and verify a validated or plausible security finding. Do not use as the primary trigger for full PR, commit, branch, patch, or repository scans.
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
# Fix Finding ## Objective Turn a security finding into a minimal, validated code change when the issue still exists. If the issue is already fixed, prove that with focused validation and report that no code change was needed. The result should include the fix if one was needed, focused regression tests or another repeatable validation check, proof that normal behavior still works, and proof that the original issue no longer reproduces. ## Inputs Start by extracting any available finding details: - title and affected component - vulnerable source, sink, or broken control - attacker-controlled input - expected security invariant - impact and required preconditions - existing PoC, reproducer, test, or validation evidence - files and line references If a critical field is missing, inspect the repository to fill it from code evidence. Ask the user only when the fix would otherwise require guessing a product policy or security invariant. ## Note on Runtime Validation Use this guidance whenever reproducing the finding, running tests, or validating the fix: - Try hard to make runtime validation run before falling back to code inspection. …
Read the whole file at its exact version.
How to install
mdr add ahgraber/skills/security-fix-finding@sha256:e33b01a917569608The line at the top of this page pins the label git:20260728.79ff2f8, 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_mzis7z2prnawsp3n)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Jun 26, 2026 and Jul 28, 2026, about one every 33 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260728.79ff2f8 latest | 2026-07-28 | 79ff2f8 | 8,216 B | A | view · diff |
| git:20260626.4756cc8 | 2026-06-26 | 4756cc8 | 8,211 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 (8216 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
ahgraber/skills · 6 stars · license CC0-1.0 · pushed 2026-10-29 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_mzis7z2prnawsp3n GET https://markdownregistry.com/api/v1/resolve?ref=ahgraber/skills/security-fix-finding GET https://markdownregistry.com/api/v1/blob/e33b01a91756960828b224a875abec9f5c4d3b750412ddb5a13027f41575a0c1
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.