adopt-barrier-diagnosis SKILL.md skillA
adopt-barrier-diagnosis 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-barrier-diagnosis@git:20261026.a2f0899Pins git:20261026.a2f0899 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-barrier-diagnosis/SKILL.md- Versions recorded
- 2
- Latest version
- git:20261026.a2f0899, committed Oct 26, 2026
- First version recorded
- Oct 11, 2026
- Size
- 6,911 bytes
- Repository stars
- 51
- License
- a license file GitHub does not identify
Builds an AI adoption barrier map from one occasion when the use happened and one when it did not, with competing explanations, evidence for and against each, the smallest respectful check and a support matched to each barrier. Use for "run adopt-barrier-diagnosis", "AI adoption barrier diagnosis", "people are not using the AI tool", "why is nobody using AI", "do we need another AI training", "find the real barrier to AI use", "barrier map", "AI adoption is stuck", part of the Claude Guide for…
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 Barrier Diagnosis ## When To Use People are not using it, and the first proposal is another training. Before anyone books a room, you want to know whether the cause is know-how at all, or time, tools, access, permission, an unclear rule, doubt that it helps, or disagreement with the change. This skill answers: what is really in the way of this one use, and what support fits it. ## When Not To Use Not for hearing from everyone at once: AI Starting Point Survey asks the whole group anonymously, and this diagnosis needs real episodes of one intended use. Once time is confirmed as the barrier, Adoption Capacity Check sizes the gap in detail. ## Inputs - The intended use, as one sentence: which role does what with AI on which task. - One occasion when that use happened and one when it did not: what the task was, what the person had to hand, what happened. No names. - What you saw yourself and what you were told, kept apart, plus anything known about access, licences, the rules and the workload in that team. If you have none of this, I start from the intended use and your own first explanation, 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-barrier-diagnosis@sha256:65e9560264ee8dbeThe line at the top of this page pins the label git:20261026.a2f0899, 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_etwhrfnbrmdk5dob)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Oct 11, 2026 and Oct 26, 2026, about one every 15 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261026.a2f0899 latest | 2026-10-26 | a2f0899 | 6,911 B | A | view · diff |
| git:20261011.dce569c | 2026-10-11 | dce569c | 6,863 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 (6911 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_etwhrfnbrmdk5dob GET https://markdownregistry.com/api/v1/resolve?ref=polar-bear-org/claude-skills/adopt-barrier-diagnosis GET https://markdownregistry.com/api/v1/blob/65e9560264ee8dbe54ab5d96aa7043abc6e837433de0b3e07ed2011172f15e2a
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.