agent-production-operations SKILL.md skillA
agent-production-operations from magnus919/agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add magnus919/agent-skills/agent-production-operations@git:20261020.03a72d6Pins git:20261020.03a72d6 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- magnus919/agent-skills
- Path
agent-production-operations/SKILL.md- Versions recorded
- 5
- Latest version
- git:20261020.03a72d6, committed Oct 20, 2026
- First version recorded
- Aug 14, 2026
- Size
- 16,842 bytes
- Repository stars
- 140
- License
- MIT
Operate an evaluated agent with tools and authority in production through a runtime control plane covering versioning, staged rollout, fallback, cost and latency budgets, tool health, human escalation, disablement, and trace-to-eval feedback. Do not use for building agents, designing evals, or general release, SRE, security, or platform engineering — those methods stay with their specialist skills.
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
# agent-production-operations A runtime control plane for taking an evaluated agent with tools and authority into controlled production operation. This bundle bridges the gap between passing evaluations and safe production use: it defines how an agent is versioned, rolled out, monitored, constrained, escalated, and disabled — and how production evidence feeds back into evaluation and release decisions. The bundle does **not** build agents, design evaluations, run release pipelines, or own infrastructure. It composes those concerns from existing specialist skills and owns only the runtime control decisions between them. ## When to load this Load this bundle when you are operating an agent that: - Has passed evaluation and is cleared for production consideration. - Has tools with side effects and delegated authority that must be gated. - Needs a staged rollout with progressive authority expansion. - Must be monitored for cost, latency, tool health, and authority usage in production. - Requires a defined fallback, escalation, and disablement path. - Should feed production traces and incidents back into evaluation cases and release-gate updates. ## When not to use …
Read the whole file at its exact version.
How to install
mdr add magnus919/agent-skills/agent-production-operations@sha256:0369f3e62163a4e3The line at the top of this page pins the label git:20261020.03a72d6, 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_26pcyir2asb2smmx)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Aug 14, 2026 and Oct 20, 2026, about one every 17 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261020.03a72d6 latest | 2026-10-20 | 03a72d6 | 16,842 B | A | view · diff |
| git:20261003.5f39032 | 2026-10-03 | 5f39032 | 16,708 B | A | view · diff |
| git:20260914.8b4f1b7 | 2026-09-14 | 8b4f1b7 | 16,363 B | A | view · diff |
| git:20260814.a315b77 | 2026-08-14 | a315b77 | 15,639 B | A | view · diff |
| git:20260814.c0c7690 | 2026-08-14 | c0c7690 | 15,690 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 (16842 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
magnus919/agent-skills · 140 stars · license MIT · pushed 2026-10-20 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_26pcyir2asb2smmx GET https://markdownregistry.com/api/v1/resolve?ref=magnus919/agent-skills/agent-production-operations GET https://markdownregistry.com/api/v1/blob/0369f3e62163a4e31f3c1aba20080e7d49282e0522e6e10262a686ff7e58c400
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.