Analyze a codebase and recommend Claude Code automations (hooks, subagents, skills, plugins, MCP servers). Use when user asks for automation recommendations, wants to optimize their Claude Code setup, mentions improving Claude Code workflows, asks how to first set up Claude Code for a project, or wants to know what Claude Code features they should use.
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 |
| --------------- | ------------------------------------------------------------------------------------------------- |
…
The line at the top of this page pins the label git:20260224.ecbe01b, 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.
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 (12765 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
intrafind/ihub-apps · 26 stars · license a license file GitHub does not identify · pushed 2026-11-07 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_bmzvqu32t2gpfxhg
GET https://markdownregistry.com/api/v1/resolve?ref=intrafind/ihub-apps/claude-automation-recommender
GET https://markdownregistry.com/api/v1/blob/5fad453e98173cf4504332c0b5ea2caa9c3be1ce2fb7361688a097f9b2f9f948
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.
intrafind/ihub-apps · .claude/skills/add-app/SKILL.md · Scaffold a new AI app config JSON file in contents/apps/ that passes the project's Zod schema validation. Use when…
intrafind/ihub-apps · .claude/skills/api-security/SKILL.md · Guide for securing API endpoints with proper input validation, path traversal prevention, and parameter sanitization…
intrafind/ihub-apps · .claude/skills/create-migration/SKILL.md · Create a new versioned config migration in server/migrations/ following the project's Flyway-style pattern. Use when…
intrafind/ihub-apps · .claude/skills/document-feature/SKILL.md · Use when a new feature, improvement, bug fix, or breaking change has been implemented. Adds an entry to…
intrafind/ihub-apps · .claude/skills/review-pr-inline/SKILL.md · Review a GitHub pull request for defects the author would want fixed before merging, then post the findings as inline…
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…
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…
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,
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…
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,
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,
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…
