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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, verifiable memory tied to a codebase.
Give AI coding agents persistent memory across sessions for people, decisions, and context.
Standardize planning, memory, verification, and review across AI coding agents.
Give AI coding agents offline persistent memory to reduce repeated calls.
Build a personal AI assistant to connect tools and automate local work.
Provide persistent, verified memory and guardrails for AI coding agents.