What is the Autology ontology?

It is a structured knowledge base stored as Markdown files that captures project decisions, patterns, and reasoning to ensure AI stays aligned with human intent.

How do I search for specific architectural decisions?

You can use the command `/autology:explore decisions` or search for specific topics using `/autology:explore [topic name]`.

What should I do if a search returns nodes needing review?

Nodes marked as 'needs review' or with low confidence can be updated using the `/autology:capture` command to refine the stored knowledge.

Can I visualize the ontology outside of Claude Code?

Yes, the ontology is stored in a `docs/` directory which is fully compatible with Obsidian, allowing you to view your project knowledge as a visual graph.

Autology Explorer

Name: Autology Explorer
Author: Curt-Park

byCurt-Park

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학습 및 문서화

Navigates and queries a persistent project ontology to maintain continuity and reasoning in AI-driven development.

Autology Explorer provides a conversational interface for interacting with a project's living ontology, allowing developers to retrieve architectural decisions, coding conventions, and system patterns across multiple Claude Code sessions. By bridging the gap between ephemeral AI interactions and long-term project knowledge, it ensures that reasoning is tracked and human understanding is preserved. The skill allows for complex querying by type, tag, status, and confidence levels, making it an essential tool for maintaining high-context development environments.

주요 기능

01Conversational natural language querying for project-specific knowledge

022 GitHub stars

03Comprehensive status dashboards showing ontology health and recent activity

04Seamless integration with local Markdown-based documentation and Obsidian vaults

05Deep-dive node inspection with relationship mapping and file references

06Multi-criteria filtering by node type, status, tags, and confidence scores

사용 사례

01Auditing the knowledge base for nodes that need review or have low confidence scores

02Tracing the rationale behind specific implementations during debugging or refactoring

03Onboarding to a new repository by exploring past architectural decisions and conventions

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add curt-park/autology explore

For use in Claude.ai and ChatGPT

Download Skill