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Muse Dev Patterns

Category: General  ·  Sub-category: general-misc  ·  Last updated:
The distilled per-slice engineering discipline of the Muse repo — how to triage a failing gate, probe the live path, prove a test isn't vacuous, calibrate a constant from measurement, and land a slice with the right writeback. Use this whenever working on Muse code — especially when a gate/test/battery fails and you must decide "my bug, stale expectation, or pre-existing rot?", when adding or tuning any threshold constant, when writing a test for a fix, when creating a live eval battery, or when landing/committing a slice. Also use it when a claim like "X works" needs verification — it says which proof is the cheapest sufficient one.
Security AStatic scan found no risk patternsHow grading works ›

From the source SKILL.md

Distilled from 200+ loop fires (docs/goals/loops/*), the backlog's dedup ledger, and live sessions. improve-muse decides WHAT to build and drives the end-to-end cycle; THIS skill is the HOW at each step — the moves that kept working, and the failure classes each one exists to prevent.

What this skill does

Muse Dev Patterns is a community-contributed Claude Code skill in the general-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/muse-dev-patterns/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Muse Dev Patterns Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 196,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/muse-dev-patterns
curl -L https://claudskills.com/skills/muse-dev-patterns/SKILL.md \
  -o ~/.claude/skills/muse-dev-patterns/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/muse-dev-patterns/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/muse-dev-patterns/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\muse-dev-patterns\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Telegram

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Frequently asked questions

How do I install the Muse Dev Patterns Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/muse-dev-patterns/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Muse Dev Patterns skill do?
The distilled per-slice engineering discipline of the Muse repo — how to triage a failing gate, probe the live path, prove a test isn't vacuous, calibrate a constant from measurement, and land a slice with the right writeback. Use this whenever working on Muse code — especially when a gate/test/battery fails and you must decide "my bug, stale expectation, or pre-existing rot?", when adding or tuning any threshold constant, when writing a test for a fix, when creating a live eval battery, or when landing/committing a slice. Also use it when a claim like "X works" needs verification — it says which proof is the cheapest sufficient one.
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the Muse Dev Patterns skill?
Use Muse Dev Patterns when your Claude Code task falls under the General category — specifically in the general misc area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Muse Dev Patterns" or describe the task and let Claude pick). Browse related skills at /category/general/.
What is a Claude Code skill and how does the Muse Dev Patterns skill fit in?
A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Muse Dev Patterns is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
wlsdks. (2026). Muse Dev Patterns [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/muse-dev-patterns/
BibTeX
@misc{muse-dev-patterns-2026,
  author    = {wlsdks},
  title     = {Muse Dev Patterns [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/muse-dev-patterns/}
}

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Grade A · scanned 2026-09-28 — free static scan against the OWASP Agentic Skills Top 10.

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