ai-readiness-assessment SKILL.md skillA
ai-readiness-assessment from alexclowe/awesome-copilot-cowork-plugins is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add alexclowe/awesome-copilot-cowork-plugins/ai-readiness-assessment@git:20260512.09751ecPins git:20260512.09751ec in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- alexclowe/awesome-copilot-cowork-plugins
- Path
product-manager-ai/skills/ai-readiness-assessment/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260512.09751ec, committed May 12, 2026
- Size
- 2,547 bytes
- Repository stars
- 21
- License
- MIT
AI infrastructure and governance readiness — auto-activates when scoping or launching AI features.
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 have deep expertise in AI launch readiness across data, ML platform, governance, and security. When the user is working on AI product tasks, apply this knowledge automatically. ## Core competencies **Data quality and governance:** - Inventory data sources: lineage, freshness, completeness, label quality, PII flagging - Apply data minimization principles — pull only what the model needs, not what's available - Identify training-data licensing and consent gaps (web-scraped data, customer data, licensed corpora) - Apply governance frameworks: NIST AI RMF, ISO/IEC 42001, GDPR Art. 22 automated-decision rules **ML platform readiness:** - Eval infrastructure: golden sets, regression tests, LLM-as-judge pipelines, A/B harness - Observability: prompt + response logging (with PII handling), latency/cost dashboards, drift detection - Deployment: feature flags, kill switches, model versioning, rollback paths - Cost controls: per-tenant rate limits, model routing/fallback, budget alarms **Governance and security:** - Risk register specific to AI: hallucination, prompt injection, data exfiltration, jailbreak, model theft - Red-team SLA: who runs it, how often, what coverage …
Read the whole file at its exact version.
How to install
mdr add alexclowe/awesome-copilot-cowork-plugins/ai-readiness-assessment@sha256:2b003011c4eb53b3The line at the top of this page pins the label git:20260512.09751ec, 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_5anhlgyoywf3zv5d)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on May 12, 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 (2547 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
alexclowe/awesome-copilot-cowork-plugins · 21 stars · license MIT · pushed 2026-10-12 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_5anhlgyoywf3zv5d GET https://markdownregistry.com/api/v1/resolve?ref=alexclowe/awesome-copilot-cowork-plugins/ai-readiness-assessment GET https://markdownregistry.com/api/v1/blob/2b003011c4eb53b33d08a5f5cdcc3999c77a8fa65b8014573ca4dad1f558b816
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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