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By AgentToolkit
Automatically extract guidelines, reusable workflows, and entities from Claude Code conversations to build a persistent knowledge base that improves agent reasoning and captures automation scripts.
npx claudepluginhub agenttoolkit/altk-evolve --plugin evolve-liteAnalyze the current conversation to extract guidelines that correct reasoning chains — reducing wasted steps, preventing errors, and capturing user preferences.
Retrieves relevant entities from a knowledge base. Designed to be invoked automatically via hooks to inject context-appropriate entities before task execution.
Save the current conversation as a trajectory JSON file in OpenAI chat completion format for analysis and fine-tuning
Captures the current session's successful workflow and saves it as a reusable skill with SKILL.md and helper scripts
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Based on adoption, maintenance, documentation, and repository signals. Not a security audit or endorsement.
Use Memind as persistent memory for Claude Code sessions.
Auto-improving AI sub-agents that learn from their mistakes across sessions
Compile humans into AI agents through deep interviews. Conducts comprehensive behavioral interviews, analyzes work artifacts via MCP tools, and generates installable Claude Code plugins that embody a person's decision-making, communication style, and expertise.
Universal memory runtime — cross-session cognitive memory for Claude Code. Remembers decisions, patterns, and context across coding sessions.
Persistent memory for AI coding agents. SQLite knowledge graph with scoped entities, MCP tools, and LLM-summarized briefings.
Ultra-compressed communication mode. Cuts ~75% of tokens while keeping full technical accuracy by speaking like a caveman.
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