fleet-audit SKILL.md skillA

fleet-audit from gke-labs/kube-agents is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add gke-labs/kube-agents/fleet-audit@git:20261105.4334ab6

Pins git:20261105.4334ab6 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
gke-labs/kube-agents
Path
agents/platform/skills/fleet-audit/SKILL.md
Versions recorded
35
Latest version
git:20261105.4334ab6, committed Nov 5, 2026
First version recorded
Sep 15, 2026
Size
17,797 bytes
Repository stars
124
License
Apache-2.0

Publish the findings of an autonomous fleet audit as one continuously-rewritten issue per audit stream on the GitOps repository's forge, and propose fixes as narrow remediation pull requests (merge requests on GitLab).

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

# fleet-audit — Audit Findings to a Ledger Issue

Every autonomous audit watchdog ends the same way: findings must reach a human somewhere durable,
reviewable, and de-duplicated. This skill is that ending, in two tiers:

- **Tier 1 — the ledger.** Each audit stream owns **exactly one open issue** on the forge, rewritten in
  full on every run and closed as completed when the fleet comes back clean. An operator watches one
  issue per stream instead of drowning in chat logs.
- **Tier 2 — the fixes.** When a finding's remediation is a file in this repository, it travels
  separately as a **narrow pull request carrying only that fix**, linked back to the ledger.

The split is the point. A report is not a change, so a report is not a pull request — and a fix is
not a report, so it carries a real diff a reviewer can read in one screen.

`/opt/data/profiles/platform/skills/fleet-audit/scripts/audit_report.py` owns every deterministic operation: credential
minting, label creation, issue creation and rewriting, branch handling, staging, committing,
pushing, pull-request creation, closing, the run-over-run delta, and every timestamp. **Your job is
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add gke-labs/kube-agents/fleet-audit@sha256:bf1a440b963f7a51

The line at the top of this page pins the label git:20261105.4334ab6, 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_sgbm774frhgl4k7j.svg)](https://markdownregistry.com/a/art_sgbm774frhgl4k7j)

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

Versions

The registry has recorded 35 versions of this file, between Sep 15, 2026 and Nov 5, 2026, about one every 2 days.

versioncommittedcommitsizeaudit
git:20261105.4334ab6 latest2026-11-05 4334ab6 17,797 BA view · diff
git:20261026.ff65df42026-10-26 ff65df4 17,036 BA view · diff
git:20261024.f9472a72026-10-24 f9472a7 16,896 BA view · diff
git:20261023.97f52d72026-10-23 97f52d7 16,779 BA view · diff
git:20261022.d40f0a82026-10-22 d40f0a8 16,759 BA view · diff
git:20261020.c538c022026-10-20 c538c02 16,201 BA view · diff
git:20261016.ac3a8492026-10-16 ac3a849 15,644 BA view · diff
git:20261015.07488f62026-10-15 07488f6 109,503 BA view · diff
git:20261015.b7172ef2026-10-15 b7172ef 108,541 BA view · diff
git:20261015.9fa06fc2026-10-15 9fa06fc 106,326 BA view · diff
git:20261014.5e0c15d2026-10-14 5e0c15d 106,267 BA view · diff
git:20261014.38bd7bc2026-10-14 38bd7bc 103,613 BA view · diff
git:20261013.f4ee5e92026-10-13 f4ee5e9 103,531 BA view · diff
git:20261012.780bbdb2026-10-12 780bbdb 103,136 BA view · diff
git:20261012.72a1a652026-10-12 72a1a65 103,030 BA view · diff
git:20261007.5e92f072026-10-07 5e92f07 100,121 BA view · diff
git:20261007.abfcec22026-10-07 abfcec2 100,033 BA view · diff
git:20261006.4a52aac2026-10-06 4a52aac 99,450 BA view · diff
git:20261006.7816f562026-10-06 7816f56 95,491 BA view · diff
git:20261006.06e1ca62026-10-06 06e1ca6 95,398 BA view · diff
git:20261003.40499462026-10-03 4049946 94,738 BA view · diff
git:20261003.70b22522026-10-03 70b2252 92,488 BA view · diff
git:20261001.e63c02b2026-10-01 e63c02b 91,475 BA view · diff
git:20260930.d67320d2026-09-30 d67320d 90,838 BA view · diff
git:20260930.42ceda02026-09-30 42ceda0 90,805 BA view · diff
git:20260928.9f1d5562026-09-28 9f1d556 87,537 BA view · diff
git:20260926.55ca2dd2026-09-26 55ca2dd 85,004 BA view · diff
git:20260924.e7e3a012026-09-24 e7e3a01 83,708 BA view · diff
git:20260924.b5638112026-09-24 b563811 83,193 BA view · diff
git:20260923.10a7ab82026-09-23 10a7ab8 80,659 BA view · diff
git:20260919.0bd6fd82026-09-19 0bd6fd8 79,836 BA view · diff
git:20260918.240a0dd2026-09-18 240a0dd 76,220 BA view · diff
git:20260918.0c702242026-09-18 0c70224 71,422 BA view · diff
git:20260917.1d4c7a32026-09-17 1d4c7a3 71,112 BA view · diff
git:20260915.fe062d32026-09-15 fe062d3 65,564 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 (17797 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

gke-labs/kube-agents · 124 stars · license Apache-2.0 · pushed 2026-11-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_sgbm774frhgl4k7j
GET https://markdownregistry.com/api/v1/resolve?ref=gke-labs/kube-agents/fleet-audit
GET https://markdownregistry.com/api/v1/blob/bf1a440b963f7a513b437b1916f927ebda3a194ea50d32bada077143955c1b8e

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 gke-labs/kube-agents

edit-mirrored-skill SKILL.md skill
gke-labs/kube-agents · .agents/skills/edit-mirrored-skill/SKILL.md · Edit, sync or start mirroring a `gke-*` skill in `agents/platform/skills/` that is copied from google/skills. Use when…
git:20261016.ac3a849 · audit A · 124 stars
eval-fix-loop SKILL.md skill
gke-labs/kube-agents · .agents/skills/eval-fix-loop/SKILL.md · Take one failing eval case (or one root cause behind several), diagnose it from its recorded runs, classify the miss…
git:20261105.5fd8319 · audit A · 124 stars
install-kube-agents SKILL.md skill
gke-labs/kube-agents · .agents/skills/install-kube-agents/SKILL.md · Install, set up, or deploy kube-agents (the Kubernetes Agentic Harness) and its Platform Agent onto a GKE cluster in a…
git:20261105.ce5f74d · audit C · 124 stars
review-address-feedback SKILL.md skill
gke-labs/kube-agents · .agents/skills/review-address-feedback/SKILL.md · Address review feedback on an open pull request: triage and fix findings, reply in every thread, resolve the addressed…
git:20261023.631dcf4 · audit A · 124 stars
review-adversarial SKILL.md skill
gke-labs/kube-agents · .agents/skills/review-adversarial/SKILL.md · Reviews a change adversarially — establishes what it claims to do, hunts candidates from eleven angles, then re-derives…
git:20261023.b413863 · audit A · 124 stars
review-chat-ux SKILL.md skill
gke-labs/kube-agents · .agents/skills/review-chat-ux/SKILL.md · Reviews a diff that changes what users read in Slack or Google Chat against the chat UX rules, and reports each…
git:20261105.db3b31b · audit A · 124 stars
review-docs-drift SKILL.md skill
gke-labs/kube-agents · .agents/skills/review-docs-drift/SKILL.md · Reviews a pull request for documentation drift — finds which docs the change should have updated, verifies doc claims…
git:20261030.59401a3 · audit A · 124 stars
review-preflight SKILL.md skill
gke-labs/kube-agents · .agents/skills/review-preflight/SKILL.md · Runs the pre-PR review passes — adversarial and docs-drift, required on every change, plus chat UX when chat output…
git:20261105.db3b31b · audit A · 124 stars
review-security-k8s-admission SKILL.md skill
gke-labs/kube-agents · .agents/skills/review-security-k8s-admission/SKILL.md · Reviews Kubernetes Admission Control (Webhooks, VAP/MAP) for vulnerabilities.
git:20260522.4bbd4a0 · audit A · 124 stars
review-security-k8s-agents-audit-logs SKILL.md skill
gke-labs/kube-agents · .agents/skills/review-security-k8s-agents-audit-logs/SKILL.md · Reviews Kubernetes and application audit logging for AI agents, ensuring tamper-proof observability.
git:20260521.2bcbdef · audit A · 124 stars
review-security-k8s-agents-credentials SKILL.md skill
gke-labs/kube-agents · .agents/skills/review-security-k8s-agents-credentials/SKILL.md · Reviews AI agent Kubernetes configurations for credentials exposed to agents.
git:20260521.2bcbdef · audit A · 124 stars
review-security-k8s-agents-data-exfil SKILL.md skill
gke-labs/kube-agents · .agents/skills/review-security-k8s-agents-data-exfil/SKILL.md · Reviews Kubernetes configurations to prevent data exfiltration by AI agents.
git:20260521.2bcbdef · audit A · 124 stars

Every file in gke-labs/kube-agents

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