adopt-ai-habit-review SKILL.md skillA

adopt-ai-habit-review from polar-bear-org/claude-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add polar-bear-org/claude-skills/adopt-ai-habit-review@git:20261011.dce569c

Pins 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-habit-review/SKILL.md
Versions recorded
1
Latest version
git:20261011.dce569c, committed Oct 11, 2026
Size
7,581 bytes
Repository stars
51
License
a license file GitHub does not identify

Prepares a quarterly AI habit review with the original need, current evidence against the same definitions, what changed in the tool and the work, and what to keep, simplify, refresh or retire. Use for "run adopt-ai-habit-review", "AI habit review", "quarterly AI adoption review", "people went back to the old way", "is our AI rollout still working", "what should we retire from the AI programme", "refresh our AI training materials", "AI adoption six months later", 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 Habit Review
## When To Use
The launch was six months ago, the tool has changed three times, and half the team is back to the old way. Nobody has looked since at whether the practice still fits the work, and the materials describe a product that no longer exists. The question this answers: does this practice still earn its place, and what do we keep, simplify, refresh or retire?

## When Not To Use
Not for one team's variation on the agreed way: that is the Local Adaptation Review. Not for the first full read of results after the pilot: that is the AI Adoption Evidence Review. This review comes later, each quarter, and re-reads against the same definitions.

## Inputs
- The original brief: the need, and the work change per role.
- Current evidence on the agreed measures, from the team's own records, at team level.
- What changed since launch in the tool, the rules, the work and the team, the materials in use, and who owns the practice.
If you have none of this, I start from one paragraph on what was launched and what you see now, and mark the output as a first draft.

## Approach
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add polar-bear-org/claude-skills/adopt-ai-habit-review@sha256:a256817c47a7e435

The 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_vwobsfxupdtde6q5.svg)](https://markdownregistry.com/a/art_vwobsfxupdtde6q5)

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.

versioncommittedcommitsizeaudit
git:20261011.dce569c latest2026-10-11 dce569c 7,581 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (7581 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

GitHub

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_vwobsfxupdtde6q5
GET https://markdownregistry.com/api/v1/resolve?ref=polar-bear-org/claude-skills/adopt-ai-habit-review
GET https://markdownregistry.com/api/v1/blob/a256817c47a7e435d92ccdde73f67bc36cdd99b264aef774dd7fce616550aa11

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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