claude-automation-recommender SKILL.md skillA

claude-automation-recommender from cherryhq/cherry-studio is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add cherryhq/cherry-studio/claude-automation-recommender@git:20261020.1744084

Pins git:20261020.1744084 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
cherryhq/cherry-studio
Path
resources/builtin-agents/cherry-assistant/.claude/skills/claude-automation-recommender/SKILL.md
Versions recorded
2
Latest version
git:20261020.1744084, committed Oct 20, 2026
First version recorded
Aug 4, 2026
Size
12,337 bytes
Repository stars
52,815
License
AGPL-3.0

Recommend Claude Code automations (hooks, subagents, skills, plugins, MCP) and review an existing setup.

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

# Claude Automation Recommender

Analyze codebase patterns to recommend tailored Claude Code automations across all extensibility options.

**This skill is read-only.** It analyzes the codebase and outputs recommendations. It does NOT create or modify any files. Users implement the recommendations themselves or ask Claude separately to help build them.

## Output Guidelines

- **Recommend 1-2 of each type**: Don't overwhelm - surface the top 1-2 most valuable automations per category
- **If user asks for a specific type**: Focus only on that type and provide more options (3-5 recommendations)
- **Go beyond the reference lists**: The reference files contain common patterns, but use web search to find recommendations specific to the codebase's tools, frameworks, and libraries
- **Tell users they can ask for more**: End by noting they can request more recommendations for any specific category

## Automation Types Overview

| Type | Best For |
|------|----------|
| **Hooks** | Automatic actions on tool events (format on save, lint, block edits) |
| **Subagents** | Specialized reviewers/analyzers that run in parallel |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add cherryhq/cherry-studio/claude-automation-recommender@sha256:4b2cfdc986529810

The line at the top of this page pins the label git:20261020.1744084, 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_va2x5fjjiokpidaf.svg)](https://markdownregistry.com/a/art_va2x5fjjiokpidaf)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 2 versions of this file, between Aug 4, 2026 and Oct 20, 2026, about one every 77 days.

versioncommittedcommitsizeaudit
git:20261020.1744084 latest2026-10-20 1744084 12,337 BA view · diff
git:20260804.3b7a1c52026-08-04 3b7a1c5 12,585 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 (12337 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

cherryhq/cherry-studio · 52,815 stars · license AGPL-3.0 · pushed 2026-10-21 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_va2x5fjjiokpidaf
GET https://markdownregistry.com/api/v1/resolve?ref=cherryhq/cherry-studio/claude-automation-recommender
GET https://markdownregistry.com/api/v1/blob/4b2cfdc98652981029a922bcd59a852d2df0b2bc62f17d79bb03773325ef11be

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.

More from cherryhq/cherry-studio

AGENTS.md@.agents/notes AGENTS.md file
cherryhq/cherry-studio · .agents/notes/AGENTS.md
git:20261017.46ef0b8 · audit A · 52,815 stars
AGENTS.md@.agents/notes/implemented AGENTS.md file
cherryhq/cherry-studio · .agents/notes/implemented/AGENTS.md
git:20261017.46ef0b8 · audit A · 52,815 stars
AGENTS.md@.agents/notes/proposed AGENTS.md file
cherryhq/cherry-studio · .agents/notes/proposed/AGENTS.md
git:20261017.46ef0b8 · audit A · 52,815 stars
agent-notes SKILL.md skill
cherryhq/cherry-studio · .agents/skills/agent-notes/SKILL.md · Use when deciding whether a Cherry Studio change needs an Agent Note, authoring or reviewing a Spec, recording a…
git:20261017.46ef0b8 · audit A · 52,815 stars
cherry-electron-dev SKILL.md skill
cherryhq/cherry-studio · .agents/skills/cherry-electron-dev/SKILL.md · Develop, fix, profile, and test PRs in a tracked Cherry Studio Electron instance. Use for implementation, UI and…
git:20261015.08af826 · audit A · 52,815 stars
cherry-regression-test SKILL.md skill
cherryhq/cherry-studio · .agents/skills/cherry-regression-test/SKILL.md · Run Cherry Studio critical-path system regression tasks through the repository-owned Playwright E2E workflow. Use for…
git:20260922.bdd4113 · audit A · 52,815 stars
create-skill SKILL.md skill
cherryhq/cherry-studio · .agents/skills/create-skill/SKILL.md · Create a new skill in the current repository. Use when the user wants to create/add a new skill, or mentions creating a…
git:20260316.fe0678a · audit A · 52,815 stars
docs-governance SKILL.md skill
cherryhq/cherry-studio · .agents/skills/docs-governance/SKILL.md · Use when writing, restructuring, auditing, or reviewing Cherry Studio repository documentation, READMEs, JSDoc…
git:20261017.46ef0b8 · audit A · 52,815 stars
find-simplifications SKILL.md skill
cherryhq/cherry-studio · .agents/skills/find-simplifications/SKILL.md · Use when asked to find or plan Cherry Studio cleanup, simplification, refactoring, dead-code removal, duplicated state…
git:20261017.46ef0b8 · audit A · 52,815 stars
gh-create-issue SKILL.md skill
cherryhq/cherry-studio · .agents/skills/gh-create-issue/SKILL.md · Use when user wants to create a GitHub issue for the current repository. Must read and follow the repository's issue…
git:20260822.5f660de · audit A · 52,815 stars
gh-create-pr SKILL.md skill
cherryhq/cherry-studio · .agents/skills/gh-create-pr/SKILL.md · Create or update GitHub pull requests using the repository-required workflow and template compliance. Use when asked to…
git:20261017.46ef0b8 · audit A · 52,815 stars
gh-pr-review SKILL.md skill
cherryhq/cherry-studio · .agents/skills/gh-pr-review/SKILL.md · Automated Cherry Studio review for local branches, PRs, commits, files, architecture docs, and repository skills. Use…
git:20260903.2c65c71 · audit A · 52,815 stars

Every file in cherryhq/cherry-studio

Other files named claude-automation-recommender

claude-automation-recommender SKILL.md skill
anthropics/claude-plugins-official · plugins/claude-code-setup/skills/claude-automation-recommender/SKILL.md · Analyze a codebase and recommend Claude Code automations (hooks, subagents, skills, plugins, MCP servers). Use when…
git:20260528.fc49e68 · audit A · 43,118 stars
claude-automation-recommender SKILL.md skill
sandbaseai/sandbase-skills · marketing/claude-automation-recommender/SKILL.md · Plan, implement, or review claude automation recommender work in an existing codebase with compatibility, security, and…
git:20260908.a887321 · audit A · 202 stars
claude-automation-recommender SKILL.md skill
nota-america/forgecat-agent-profiles · profiles/anthropics/claude-plugins-official/anthropics_claude-plugins-official_claude-code-setup/for-codex/.agents/skills/claude-automation-recommender/SKILL.md · Analyze a codebase and recommend Claude Code automations (hooks,
git:20260610.c645100 · audit A · 92 stars
claude-automation-recommender SKILL.md skill
nota-america/forgecat-agent-profiles · profiles/anthropics/claude-plugins-official/anthropics_claude-plugins-official_claude-code-setup/for-forgecat/skills/claude-automation-recommender/SKILL.md · Analyze a codebase and recommend Claude Code automations (hooks, subagents, skills, plugins, MCP servers). Use when…
git:20260610.c645100 · audit A · 92 stars
claude-automation-recommender SKILL.md skill
nota-america/forgecat-agent-profiles · profiles/anthropics/claude-plugins-official/anthropics_claude-plugins-official_claude-code-setup/for-cursor/.cursor/skills/claude-automation-recommender/SKILL.md · Analyze a codebase and recommend Claude Code automations (hooks,
git:20260610.c645100 · audit A · 92 stars
claude-automation-recommender SKILL.md skill
nota-america/forgecat-agent-profiles · profiles/anthropics/claude-plugins-official/anthropics_claude-plugins-official_claude-code-setup/for-claude/.claude/skills/claude-automation-recommender/SKILL.md · Analyze a codebase and recommend Claude Code automations (hooks,
git:20260610.c645100 · audit A · 92 stars
claude-automation-recommender SKILL.md skill
skateddu/claude-code-python-setup · .claude/skills/claude-automation-recommender/SKILL.md · Analyze a codebase and recommend Claude Code automations (hooks, subagents, skills, plugins, MCP servers). Use when…
git:20261015.4096849 · audit A · 28 stars

Browse by kind, by grade A, or by owner.