Why is entry consolidation necessary?

Consolidation merges redundant or overlapping notes to keep files lean, which optimizes Claude's context window and reduces token usage.

When should I run the validate skill?

It is best practice to run it after significant code changes, dependency updates, or whenever you feel Claude's project-specific knowledge is becoming stale.

How does it handle ambiguous information?

Entries that cannot be clearly validated or auto-fixed are written to an unresolved.md file, allowing you to manually review and decide their fate.

What does the validate skill do?

It scans your codebase to ensure all stored knowledge entries in the mim system are still accurate, fixing, deleting, or consolidating them as needed.

Does it modify my source code?

No, the validate skill only modifies the knowledge files stored in your .claude/knowledge directory to reflect the actual state of your source code.

Knowledge Validator

Name: Knowledge Validator
Author: lucianHymer

bylucianHymer

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内容管理

Maintains the integrity of Claude's persistent memory by synchronizing knowledge entries with the current state of your codebase.

The validate skill ensures that the mim persistent memory system remains a reliable source of truth as your project evolves. It automatically audits your stored knowledge—including architectural patterns, API signatures, and project-specific gotchas—to verify they still align with the live codebase. By aggressively pruning stale information, auto-fixing contradictions, and consolidating redundant entries, the skill prevents 'knowledge rot' and ensures Claude always operates with a lean, high-fidelity context. Any truly ambiguous discrepancies are flagged for human review, keeping the automation safe and accurate.

主要功能

01Aggressive auto-fixing of contradicted patterns and stale references

02Ambiguity detection that flags complex issues for human review

031 GitHub stars

04Automated codebase synchronization to verify all knowledge entries

05Automatic regeneration of the central KNOWLEDGE_MAP_CLAUDE.md

06Intelligent consolidation of redundant or overlapping knowledge files

使用场景

01Merging fragmented 'remembered' notes into a cohesive project knowledge base

02Cleaning up outdated project documentation after a major refactor or API change

03Ensuring an AI assistant's long-term memory remains free of stale or incorrect patterns

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add lucianhymer/mim validate

For use in Claude.ai and ChatGPT

Download Skill