adopt-adoption-evidence SKILL.md skillA
adopt-adoption-evidence 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-adoption-evidence@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-adoption-evidence/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261011.dce569c, committed Oct 11, 2026
- Size
- 7,303 bytes
- Repository stars
- 51
- License
- a license file GitHub does not identify
Reviews the evidence on an AI change at team level, with uptake as qualifying uses over eligible opportunities, five separate questions on reach, effect, take-up, delivery and lasting use, and three closing lists of what the evidence supports, contradicts and cannot show. Use for "run adopt-adoption-evidence", "AI adoption evidence review", "is AI adoption working", "do logins mean adoption", "read the AI pilot results", "what does our AI data show", "AI adoption rate by team…
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 Adoption Evidence Review ## When To Use The dashboard says most people logged in and the sponsor reads that as adoption. Use this once the pilot or rollout has produced some data, to keep use, usefulness and side effects apart. It answers: what does our own evidence support, what does it contradict, and what can it not show? ## When Not To Use Not before the measures are defined: without agreed definitions and baselines there is nothing to read against, so run AI Value Measures first. If what you need is the one page for leadership, write this review and then use AI Adoption Executive Update. This review produces no list of who uses AI and no comparison of people. ## Inputs - The agreed measures with their definitions and baselines, and the work change the pilot tested. - What the team itself provides: its count of qualifying uses and eligible opportunities, its work records for the agreed measures, the anonymous survey summary, barrier logs, any consented stories. - The time window, the teams in scope, and the minimum group size you set. …
Read the whole file at its exact version.
How to install
mdr add polar-bear-org/claude-skills/adopt-adoption-evidence@sha256:ab83e43d09c42dceThe 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_fkpril57qaz72j3w)
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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 (7303 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_fkpril57qaz72j3w GET https://markdownregistry.com/api/v1/resolve?ref=polar-bear-org/claude-skills/adopt-adoption-evidence GET https://markdownregistry.com/api/v1/blob/ab83e43d09c42dce3787f35ff6470ae52e85fdc93078effb3d032222b187e6ef
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.