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MUSE Semantic Search

Zero-dependency TF-IDF search across MUSE memory, roles and skills.
📊 Data & Analytics skills By myths-labs Version v3.7.1 Added 2026-09-26 Updated 2026-09-26 Source ↗ Part of Muse & Memory →
8.1Overall rating
0Views
0Downloads
35Stars

Installation

🤖 Install via AI

Copy the prompt below and send it to your AI assistant (e.g. Claude Code) — it will follow the instructions and install automatically.

Install the "MUSE Semantic Search" skill by following the instructions at https://skill123.me/install/semantic-search.
⌨️ Command line install

Run in your terminal — downloads and installs to ~/.claude/skills/.

curl -fsSL https://skill123.me/install/semantic-search.sh | bash
📦 Download ZIP

Download the zip and extract it into your skills directory (e.g. ~/.claude/skills/), then restart your session.

⬇ Download v3.7.1 · 1 KB
📊 Static rating
8.1/10
Trigger
8.0
Structure
8.5
Workflow
8.5
Content
8.0
Engineering
7.5
Security
8.0

Six-dimension rubric with reviewer rationale.

View scorecard ↓
🛡 Dynamic test
—

Not live-tested yet — this skill is rated on static analysis only.

About this skill

Not vector search — honest TF-IDF over your local MUSE files, zero dependencies. Finds "that decision from Tuesday" without an API key.

Documentation

Not vector search — honest TF-IDF over your local MUSE files, zero dependencies. Finds "that decision from Tuesday" without an API key.

Score breakdown

Trigger
8.0
Clear activation: "find information across project context".
Structure
8.5
When to Use → Usage → How It Works → Scopes — practical API-doc shape.
Workflow
8.5
Scoped searches (memory / roles / skills / all) map to real retrieval needs.
Content
8.0
TF-IDF explained honestly — zero-dependency means grep+math, not embeddings.
Engineering
7.5
Wraps a script from the MUSE runtime; versioned frontmatter.
Security
8.0
Read-only search over local files; no exfiltration surface.
Not vector search — honest TF-IDF over your local MUSE files, zero dependencies. Finds "that decision from Tuesday" without an API key.