adopt-ai-use-stories SKILL.md skillA
adopt-ai-use-stories 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-use-stories@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-use-stories/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261011.dce569c, committed Oct 11, 2026
- Size
- 6,805 bytes
- Repository stars
- 51
- License
- a license file GitHub does not identify
Prepares a consent note, an interview guide and three to five short anonymous accounts of real AI use at work, each drafted from the teller's own words, approved by the teller and marked as one case. Use for "run adopt-ai-use-stories", "AI use stories", "collect stories of AI use", "real examples of AI at work", "AI case stories from our teams", "interview guide for AI use", "consent note for a use story", "examples that are not demos", part of the Claude Guide for AI Adoption Pack by Polar…
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 Use Stories ## When To Use The numbers are thin and the examples in circulation are vendor demos. Use this to collect a few accounts of what colleagues really did with AI on real work, told with permission and without names. It answers: what does a real use look like here, including the one that did not work? ## When Not To Use Not to show how widespread anything is: a story never produces a rate, so use AI Adoption Evidence Review for counts. Not to list what AI could do for a role, which is AI Use Case Map. And not when a small team makes any teller recognisable and broadening the details would empty the story: collect nothing and say why. ## Inputs - The teams or roles in scope, the period you are looking back over, where the stories will be shared, and who will collect them. - After the conversations: the collector's notes or transcript for each teller, with their agreement to draft from them. If you have none of this, I start from the scope in one sentence, write the consent note and the interview guide, and mark the output as a first draft with no stories in it. I never write a story without a teller's words. ## Approach …
Read the whole file at its exact version.
How to install
mdr add polar-bear-org/claude-skills/adopt-ai-use-stories@sha256:2daaed551dd3f634The 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_qtogebkji3lcfstd)
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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 (6805 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_qtogebkji3lcfstd GET https://markdownregistry.com/api/v1/resolve?ref=polar-bear-org/claude-skills/adopt-ai-use-stories GET https://markdownregistry.com/api/v1/blob/2daaed551dd3f63483c1a5ebb2473ad8bafea3a7e39737b2101fdec0123eca2d
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.