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mechinterp-labeler

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Streamline labeling with queues and notes.

Data & Analytics#CLI#queue#data-analytics#labeling#feature-labeling#mechinterp
Authorcesaregarza
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This skill streamlines collaborative feature labeling by providing an automated queue, centralized label storage with provenance, and tools to discover similar features for consistent labeling.

Core Features & Use Cases

  • Queue management: fetch the next feature to label, prioritize work, and track queue status.
  • Label storage & provenance: save labels with categories, notes, and source information; sync across dashboard and research states.
  • Similar features & progress: identify related features to label and monitor labeling progress across a project.

Quick Start

Typical session:

  • Get next feature: poetry run python -m splatnlp.mechinterp.cli.labeler_cli next --model ultra
  • Create a label: poetry run python -m splatnlp.mechinterp.cli.labeler_cli label --feature-id 12345 --name "Example Feature" --category tactical --source "manual"
  • Find similar: poetry run python -m splatnlp.mechinterp.cli.labeler_cli similar --feature-id 12345 --top-k 5 --model ultra

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

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Please help me install this Skill:
Name: mechinterp-labeler
Download link: https://github.com/cesaregarza/SplatNLP/archive/main.zip#mechinterp-labeler

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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