adopt-ai-pilot-plan SKILL.md skillA
adopt-ai-pilot-plan from polar-bear-org/claude-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add polar-bear-org/claude-skills/adopt-ai-pilot-plan@git:20261011.dce569cPins git:20261011.dce569c in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- polar-bear-org/claude-skills
- Path
packs/ai-adoption-pack/skills/adopt-ai-pilot-plan/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261011.dce569c, committed Oct 11, 2026
- Size
- 6,601 bytes
- Repository stars
- 51
- License
- a license file GitHub does not identify
Drafts an AI pilot plan with the one question the pilot answers, a prediction written before the start, the measures it will read, and the stop, rollback and review rules. Use for "run adopt-ai-pilot-plan", "AI pilot plan", "design an AI pilot", "pilot before rolling out AI", "what should our AI pilot test", "stop rule for the AI pilot", "plan a small test of AI on real work", "our pilot proved nothing", part of the Claude Guide for AI Adoption Pack by Polar Bear.
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
# AI Pilot Plan ## When To Use The choice on the table is between rolling out to everyone at once and running a pilot that proves nothing. You have a work change in mind for one or two teams and a sponsor who wants "a pilot". The question this answers: what exactly will this test tell us, and what did we agree to do with the answer before we saw it? ## When Not To Use Not when the measures themselves are still undefined: agree them first with AI Value Measures, because this plan only points to them. Not once the pilot has run and the sponsor is asking who goes next: that is the AI Rollout Decision. ## Inputs - The work change being tested, per role, and the teams or work proposed for the pilot, with how they were chosen. - The agreed measures with their sources and baselines, the sponsor and the date a decision is needed. If you have none of this, I start from one sentence on the change and the team, and mark the output as a first draft. ## Approach …
Read the whole file at its exact version.
How to install
mdr add polar-bear-org/claude-skills/adopt-ai-pilot-plan@sha256:c6abc3181a5e926aThe line at the top of this page pins the label git:20261011.dce569c, 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_zeq6tun5blvunqn5)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Oct 11, 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 (6601 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
polar-bear-org/claude-skills · 51 stars · license a license file GitHub does not identify · pushed 2026-10-26 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_zeq6tun5blvunqn5 GET https://markdownregistry.com/api/v1/resolve?ref=polar-bear-org/claude-skills/adopt-ai-pilot-plan GET https://markdownregistry.com/api/v1/blob/c6abc3181a5e926a3a9a14c61c17575752408938d1033eedcf747cdf698e523e
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.