How does Reflect know which skill a learning belongs to?

It uses a priority-based detection system that scans for explicit skill names mentioned in the chat or matches relevant keywords to route memory to the correct module.

Does SpecWeave Reflect overwrite my manual changes?

No, Reflect uses a smart merging system that prioritizes user learnings and deduplicates content, ensuring your specific corrections are always preserved during updates.

Does it store my sensitive conversation history?

No. Reflect follows strict extraction rules to synthesize actionable rules and patterns. It is designed to never store user input verbatim, focusing only on the underlying logic or correction.

Where is the AI memory actually stored?

Learnings are stored in skill-specific MEMORY.md files located in your global Claude plugins directory or within a project-local .specweave folder.

Can I use Reflect in environments other than Claude Code?

Yes, SpecWeave Reflect is cross-platform and supports non-Claude environments like Cursor or Copilot by falling back to project-local memory storage.

SpecWeave Reflect

Name: SpecWeave Reflect
Author: anton-abyzov

byanton-abyzov

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Productivity & Workflow

Powers persistent AI memory by learning from corrections and patterns across sessions to build self-improving development environments.

SpecWeave Reflect is an advanced memory system designed to solve the 'start-from-zero' problem in AI interactions. By capturing corrections, approvals, and stylistic preferences, it synthesizes raw conversation signals into actionable rules stored in skill-specific MEMORY.md files. This allows Claude to remember your specific architectural decisions, component usage, and coding standards permanently, ensuring that your development assistant gets smarter the more you use it, rather than repeating the same mistakes.

Key Features

01Smart Marketplace Merging: Preserves user-specific learnings while merging in new default patterns during plugin updates with automatic backups.

02Skill-Specific Memory Storage: Routes learnings to dedicated files like architect/MEMORY.md or frontend/MEMORY.md for granular context.

0323 GitHub stars

04Intelligent Rule Synthesis: Automatically transforms raw user complaints or corrections into actionable, professional 'Do/Don't' patterns.

05Cross-Platform Persistence: Works seamlessly across Claude Code (macOS/Linux/Windows) and project-local environments.

06Priority-Based Routing: Uses an advanced detection system to match learnings with the correct specialized skill based on mentions or keywords.

Use Cases

01Building a persistent 'black-list' of deprecated tools or libraries based on past team corrections.

02Capturing project-specific architectural decisions and API conventions during live code reviews.

03Enforcing custom design system patterns without repeating instructions in every new session.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add anton-abyzov/specweave reflect

For use in Claude.ai and ChatGPT

Download Skill