Home / aicodedecode / awesome-muse-skills · GitHub

analyze SKILL.md skillA

analyze from aicodedecode/awesome-muse-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add aicodedecode/awesome-muse-skills/analyze@git:20261010.2c068ca

Pins git:20261010.2c068ca in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: aicodedecode/awesome-muse-skills
Path: skills-imported/analyze/SKILL.md
Versions recorded: 1
Latest version: git:20261010.2c068ca, committed Oct 10, 2026
Size: 4,813 bytes
Repository stars: 25
License: MIT

Answer data questions -- from quick lookups to full analyses. Use when looking up a single metric, investigating what's driving a trend or drop, comparing segments over time, or preparing a formal data report for stakeholders.

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

<!-- Provenance: adapted from anthropics/knowledge-work-plugins (Apache-2.0, (c) Anthropic).
Original skill: https://github.com/anthropics/knowledge-work-plugins/tree/main/data/skills/analyze. Changes for Muse AI: Claude/Cowork product refs -> Muse AI; MCP -> connector; CLAUDE.md -> MUSE.md; ${CLAUDE_PLUGIN_ROOT} -> this skill's directory; /plugin:command refs -> skill refs. -->

# /analyze - Answer Data Questions

> If you see unfamiliar placeholders or need to check which tools are connected, see [CONNECTORS.md](./CONNECTORS.md).

Answer a data question, from a quick lookup to a full analysis to a formal report.

## Usage

```
/analyze <natural language question>
```

## Workflow

### 1. Understand the Question

Parse the user's question and determine:

- **Complexity level**:
  - **Quick answer**: Single metric, simple filter, factual lookup (e.g., "How many users signed up last week?")
  - **Full analysis**: Multi-dimensional exploration, trend analysis, comparison (e.g., "What's driving the drop in conversion rate?")
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add aicodedecode/awesome-muse-skills/analyze@sha256:969afbf3d3545acd

The line at the top of this page pins the label git:20261010.2c068ca, 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](https://markdownregistry.com/badge/art_cnobwm4pafzgv5pc.svg)](https://markdownregistry.com/a/art_cnobwm4pafzgv5pc)

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

Versions

The registry has recorded 1 version of this file, committed on Oct 10, 2026.

version	committed	commit	size	audit
git:20261010.2c068ca latest	2026-10-10	2c068ca	4,813 B	A	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 (4813 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

aicodedecode/awesome-muse-skills · 25 stars · license MIT · pushed 2026-10-10 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_cnobwm4pafzgv5pc
GET https://markdownregistry.com/api/v1/resolve?ref=aicodedecode/awesome-muse-skills/analyze
GET https://markdownregistry.com/api/v1/blob/969afbf3d3545acd2ff19b93a50c3637b49091cce3a4727a98bebc3b3adce00f

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 aicodedecode/awesome-muse-skills

21st-dev SKILL.md skill

aicodedecode/awesome-muse-skills · skills-imported/21st-dev/SKILL.md

git:20260930.0d0ec3e · audit C · 25 stars

3d-web-experience SKILL.md skill

aicodedecode/awesome-muse-skills · skills-imported/3d-web-experience/SKILL.md · Expert in building 3D experiences for the web - Three.js, React Three Fiber, Spline, WebGL, and interactive 3D scenes…