What is the difference between rule-based and AI-enhanced merge modes?

Rule-based mode applies deterministic logic for fast processing, while AI-enhanced mode uses LLM reasoning to intelligently synthesize complex or nuanced content differences.

Does it require specific permissions for GitHub repos?

The skill uses standard CLI tools like 'gh' to access repositories; ensure your environment is authenticated to access the specific private or public repos you wish to merge.

How does the skill handle conflicting information between docs and code?

The skill identifies discrepancies such as signature mismatches or missing implementations and reports them with severity levels rather than silently resolving them, allowing the user to decide on the authoritative source.

Can I merge local files along with web sources?

Yes, the skill supports merging local PDF files, GitHub repositories, and live web documentation simultaneously into a single unified structure.

Documentation Source Unifier

Name: Documentation Source Unifier
Author: jmagly

byjmagly

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Learning & Documentation

Unifies documentation from websites, repositories, and PDFs into a single source of truth with automated conflict detection.

The Source Unifier skill empowers Claude to build comprehensive context stacks by intelligently merging disparate documentation sources such as live web docs, GitHub repositories, and PDF manuals. It specializes in identifying 'hallucination gaps' where documentation and actual code implementation diverge, providing a detailed conflict report categorized by severity. By establishing grounding checkpoints and uncertainty escalation protocols, it ensures that your agentic coding workflows are based on verified, multi-dimensional knowledge rather than fragmented or outdated snippets.

Key Features

0167 GitHub stars

02Automated conflict detection between docs and implemented code

03Checkpointed recovery protocol for large-scale documentation processing

04Flexible merge modes including rule-based and AI-enhanced logic

05Severity-based reporting (Missing in Code, Signature Mismatch, etc.)

06Multi-source integration from Web URLs, GitHub repos, and PDFs

Use Cases

01Synchronizing outdated API documentation with the latest source code implementation

02Auditing large codebases to identify undocumented features or broken API signatures

03Consolidating fragmented library knowledge from multiple formats into a single reference

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add jmagly/ai-writing-guide source-unifier

For use in Claude.ai and ChatGPT

Download Skill