patch SKILL.md skillA

patch from air-gapped/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add air-gapped/skills/patch@git:20261027.60509f4

Pins git:20261027.60509f4 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
air-gapped/skills
Path
.claude/skills/patch/SKILL.md
Versions recorded
9
Latest version
git:20261027.32864de, committed Oct 27, 2026
First version recorded
Aug 15, 2026
Size
25,841 bytes
Repository stars
6
License
MIT

[4/4 defending-code] Generate candidate fixes for verified security findings. Last step of the find-and-fix loop (/threat-model -> /vuln-scan -> /triage -> /patch); run /triage first so fixes aren't written for false positives. Consumes TRIAGE.json (preferred), VULN-FINDINGS.json, or an execution-harness results directory. Static-analysis input gets a per-finding patch subagent + an independent reviewer and is written as inert diffs for human review; results-directory input from an external…

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

# patch

Last leg of the defending-code loop (`/threat-model` → `/vuln-scan` →
`/triage` → **`/patch`**). Turns a ranked list of verified findings into
candidate diffs. Nothing consumes this skill's output automatically — a human
reviews and applies the diffs.

The skill **never applies a diff** to the target repo. Output is inert text
in `./PATCHES/` for a human to review and apply out-of-band — see § "Reviewing
generated patches" at the end of this file. There is no `--apply` or
`--approve` flag by design: the capability isn't present, so it can't be
prompt-injected into use.

Invoke with `/patch <findings-path> [--repo PATH] [--top N] [--id fNNN]
[--model M] [--fresh]`.

**Arguments** (parse from `$ARGUMENTS`):
- findings path (first positional, required): `TRIAGE.json`,
  `VULN-FINDINGS.json`, a pipeline `results/<target>/<ts>/` directory, or any
  JSON the `/triage` ingest table recognizes.
- `--repo PATH`: target codebase, read-only (default cwd). Required for
  static mode; the skill stops if cited files don't resolve under it.
- `--top N`: patch only the N highest-severity true positives (static mode).
- `--id fNNN`: patch only the finding with this id.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add air-gapped/skills/patch@sha256:fc9d1bc18c035f93

The line at the top of this page pins the label git:20261027.60509f4, 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_p54de5k6q4tjthza.svg)](https://markdownregistry.com/a/art_p54de5k6q4tjthza)

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

Versions

The registry has recorded 9 versions of this file, between Aug 15, 2026 and Oct 27, 2026, about one every 9 days.

versioncommittedcommitsizeaudit
git:20261027.32864de latest2026-10-27 32864de 25,841 BA view · diff
git:20261027.3dcbe432026-10-27 3dcbe43 26,110 BA view · diff
git:20261027.60509f42026-10-27 60509f4 26,345 BA view · diff
git:20261027.7ecbbd12026-10-27 7ecbbd1 26,470 BA view · diff
git:20260915.8fcf78b2026-09-15 8fcf78b 25,685 BA view · diff
git:20260915.34767df2026-09-15 34767df 25,701 BA view · diff
git:20260819.8a081a62026-08-19 8a081a6 25,692 BA view · diff
git:20260815.1d5ff482026-08-15 1d5ff48 25,099 BA view · diff
git:20260815.f146a072026-08-15 f146a07 23,974 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 (25841 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

air-gapped/skills · 6 stars · license MIT · pushed 2026-11-04 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_p54de5k6q4tjthza
GET https://markdownregistry.com/api/v1/resolve?ref=air-gapped/skills/patch
GET https://markdownregistry.com/api/v1/blob/fc9d1bc18c035f9323f3e478547a36cd9022a49a10fa3d041f88c805b18483c1

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 air-gapped/skills

aiperf SKILL.md skill
air-gapped/skills · .claude/skills/aiperf/SKILL.md · NVIDIA AIPerf — vendor-neutral generative-AI inference benchmarking (genai-perf successor). `aiperf profile`…
git:20261019.9eca78f · audit A · 6 stars
airgap-vetting SKILL.md skill
air-gapped/skills · .claude/skills/airgap-vetting/SKILL.md · Vet an open-source product for air-gap readiness BEFORE adoption. Answers eight questions — telemetry…
git:20261027.4b5fb58 · audit A · 6 stars
analytical-troubleshooting SKILL.md skill
air-gapped/skills · .claude/skills/analytical-troubleshooting/SKILL.md · Structured live troubleshooting for deviation problems: something worked (or should work) and now doesn't, and the…
git:20261019.819b406 · audit A · 6 stars
ansible-idrac-9-10 SKILL.md skill
air-gapped/skills · .claude/skills/ansible-idrac-9-10/SKILL.md · Run and debug `dellemc.openmanage` Ansible playbooks against Dell PowerEdge **iDRAC 9** (14G–16G) and **iDRAC 10** (17G…
git:20261019.b3bbe99 · audit A · 6 stars
argo-cd-apps SKILL.md skill
air-gapped/skills · .claude/skills/argo-cd-apps/SKILL.md · Author and maintain Argo CD `Application` and `ApplicationSet` manifests as a GitOps consumer (publisher), targeting…
git:20261027.31fbcc7 · audit A · 6 stars
autoresearch SKILL.md skill
air-gapped/skills · .claude/skills/autoresearch/SKILL.md · Autonomous experiment loops that hill-climb a measurable metric — apply one change, measure, keep it only if the number…
git:20261027.75d87c7 · audit A · 6 stars
baml-expert SKILL.md skill
air-gapped/skills · .claude/skills/baml-expert/SKILL.md · BAML (Boundary ML) expert for projects defining LLM calls as typed functions in .baml files with a generated Python…
git:20261027.db2bb25 · audit A · 6 stars
ceph-performance SKILL.md skill
air-gapped/skills · .claude/skills/ceph-performance/SKILL.md · Tune and benchmark a healthy Ceph cluster, with Rook-on-Kubernetes specifics: mClock profiles and the NVMe…
git:20261027.28d2580 · audit A · 6 stars
ceph-s3 SKILL.md skill
air-gapped/skills · .claude/skills/ceph-s3/SKILL.md · Run Ceph RGW as an S3 endpoint under Rook (CephObjectStore, CephObjectStoreUser, ObjectBucketClaim, COSI…
git:20261027.61472c6 · audit A · 6 stars
ceph-troubleshooting SKILL.md skill
air-gapped/skills · .claude/skills/ceph-troubleshooting/SKILL.md · Diagnose and recover an unhealthy Ceph cluster, with Rook-on-Kubernetes specifics: slow or stuck recovery/backfill…
git:20261027.0ad34cc · audit A · 6 stars
chat-completions-api SKILL.md skill
air-gapped/skills · .claude/skills/chat-completions-api/SKILL.md · Reference for the OpenAI Chat Completions API (/v1/chat/completions) and legacy /v1/completions as the lingua-franca…
git:20261027.42f4242 · audit A · 6 stars
claude-code-ci-harness SKILL.md skill
air-gapped/skills · .claude/skills/claude-code-ci-harness/SKILL.md · Run Claude Code headlessly as an isolated CI harness against any Anthropic Messages-compatible endpoint (local engine…
git:20261019.25dcc92 · audit A · 6 stars

Every file in air-gapped/skills

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