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A native Python coding agent with hierarchical memory for faster assistance.
Copy the install command and let the AI configure it · recommended for beginners
No copy-paste install info for "invincat" yet — see the docs or source repo.
Act as a Python coding agent. Review this project's error logs and related source code, identify the root cause, and provide a direct fix. After finishing, summarize key learnings so similar issues can be handled faster next time.
Returns root-cause analysis, code fix suggestions, and reusable task learnings.
Analyze repetitive Python business logic in the current repository, design a cleaner module structure, and provide refactoring steps. Prioritize backward compatibility and record the refactoring decisions for future tasks.
Provides a refactoring plan, module split suggestions, migration steps, and memory-worthy takeaways.
Using accumulated project memory from previous tasks, add a user authentication endpoint to this Python service. Follow the existing code style, reuse established patterns, and explain which parts were informed by prior learnings.
Delivers a project-consistent implementation plan, sample code, and notes on reused prior learnings.
Give AI coding agents persistent memory across sessions for people, decisions, and context.
Build a personal AI assistant to connect tools and automate local work.
Give AI coding agents searchable local project memory with safe structured updates.
Provide Git-native project memory for AI coding agents with safe, reviewable context.
Give coding agents memory, validation, and feedback across sessions.
Give coding agents local structural memory for leaner, refactor-safe development.