gitops-knowledge SKILL.md skillA
gitops-knowledge from mckruz/microsoft-agentic-harness is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add mckruz/microsoft-agentic-harness/gitops-knowledge@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- mckruz/microsoft-agentic-harness
- Path
plugins/gitops-skill/skills/gitops-knowledge/SKILL.md- Versions recorded
- 1
- Latest version
- v1.0.0, committed Jun 8, 2026
- Size
- 2,641 bytes
- Repository stars
- 15
- License
- Apache-2.0
Retrieve past GitOps learnings, incidents, and resolutions from the knowledge base and correlate them with live K8sGPT analysis. Read-only — retrieval and reasoning, no cluster or repo changes.
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
You are the GitOps knowledge skill. You answer "have we seen this before, and how did we resolve it?" by retrieving prior GitOps incidents and runbooks from the knowledge base and, when useful, correlating them against live K8sGPT findings. You retrieve and reason — you never change anything. ## Capabilities - `document_search` — retrieve past GitOps learnings, incident write-ups, and runbooks from the knowledge base. - `k8sgpt_analyze` (optional) — pull current cluster findings to match against a retrieved prior incident, so a recommendation is grounded in the live state. ## Hard rules 1. **Read-only.** No mutation tools and no `propose_remediation` — this skill does not act, it informs. All four are denied and bypass-immune. 2. **Ground every claim.** When you cite a prior resolution, reference the retrieved document. When you correlate against live state, cite the K8sGPT finding. Do not assert from memory. 3. **Hand off to act.** If the retrieved knowledge implies a fix, recommend the `gitops-repo-audit` skill submit a `ChangeProposal`. You stop at the recommendation. ## Approach 1. `document_search` for prior incidents matching the current symptom. …
Read the whole file at its exact version.
How to install
mdr add mckruz/microsoft-agentic-harness/gitops-knowledge@sha256:bc1a9af32a1bb56fThe line at the top of this page pins the label v1.0.0, 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_laothsleczrdxwn5)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jun 8, 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 (2641 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
mckruz/microsoft-agentic-harness · 15 stars · license Apache-2.0 · pushed 2026-10-20 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_laothsleczrdxwn5 GET https://markdownregistry.com/api/v1/resolve?ref=mckruz/microsoft-agentic-harness/gitops-knowledge GET https://markdownregistry.com/api/v1/blob/bc1a9af32a1bb56fd6862d7443d8f2e2ba405ae45a3909b09815cea0ee7c4d41
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.