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docs-impact-classifier

Official

Automate documentation impact classification of PR diffs.

Software Engineering#code review#documentation impact#pull request analysis#impact classification#LLM-based classification
Authorgithubnext
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill automates the classification of the documentation impact of a pull request diff, significantly reducing manual review time and potential inaccuracies.

Core Features & Use Cases

  • Impact Classification: Categorizes PR diffs into no-change, in-place edit, or structural change, using a three-layer funnel architecture.
  • LLM Cost Management: Ensures bounded LLM cost by utilizing a deterministic path gate and a limited LLM classifier.
  • Integration with docs-sync: Functions as a sibling skill to docs-sync, keeping the cost floor at 1 LLM call when no docs work is needed.
  • Corpus Mapping: Reads .apm/docs-index.yml to determine the scope of impact on documented pages.

Quick Start

To classify the impact of a pull request, activate the docs-impact-classifier skill by running the following command:

/skill/docs-impact-classifier

Dependency Matrix

Required Modules

None required

Components

scriptsreferences

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: docs-impact-classifier
Download link: https://github.com/githubnext/apm/archive/main.zip#docs-impact-classifier

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