production-readiness-review SKILL.md skillA
production-readiness-review from amey-thakur/ai-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add amey-thakur/ai-skills/production-readiness-review@git:20260728.fac4544Pins git:20260728.fac4544 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- amey-thakur/ai-skills
- Path
skills/big-tech-processes/production-readiness-review/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260728.fac4544, committed Jul 28, 2026
- First version recorded
- Jul 18, 2026
- Size
- 3,194 bytes
- Repository stars
- 14
- License
- MIT
Run a production readiness review that checks SLOs, runbooks, capacity, and dependencies before an on-call team agrees to own a service. Use when a service is about to be onboarded to a support rotation or handed from its builders to operators.
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
# Production readiness review The PRR is Google SRE's gate for deciding whether a service is fit to be operated by people who did not build it. It exists because the failure modes that page an engineer at 3 a.m. are rarely visible from the code: they live in missing alerts, untested recovery, and a dependency the team forgot it had. Skip the PRR and the on-call team inherits every one of those surprises, one incident at a time. ## Method 1. **Define SLOs and the error budget before anything else.** Write the service level objectives as measurable indicators: request success rate, latency at the 99th percentile, freshness. Without an agreed budget there is no line between healthy and broken, and every alert becomes a judgment call at the worst possible hour. 2. **Demand runbooks for each alert, not a wiki of prose.** Every page a responder can receive needs a runbook with symptoms, diagnosis steps, and the exact remediation. A runbook that says "investigate the issue" is a blank page with a title; test it by having someone off the team follow it cold. 3. **Audit every dependency and its failure behavior.** List the databases, …
Read the whole file at its exact version.
How to install
mdr add amey-thakur/ai-skills/production-readiness-review@sha256:636131430c020deaThe line at the top of this page pins the label git:20260728.fac4544, 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_eij7rcqnttlmgvda)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Jul 18, 2026 and Jul 28, 2026, about one every 10 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260728.fac4544 latest | 2026-07-28 | fac4544 | 3,194 B | A | view · diff |
| git:20260718.7c1285c | 2026-07-18 | 7c1285c | 3,191 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 (3194 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
amey-thakur/ai-skills · 14 stars · license MIT · pushed 2026-09-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_eij7rcqnttlmgvda GET https://markdownregistry.com/api/v1/resolve?ref=amey-thakur/ai-skills/production-readiness-review GET https://markdownregistry.com/api/v1/blob/636131430c020dea2ecc5eff9b1aeda584264ef4562d2efea3e63f7f7733390e
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.
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