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agentic-context-engine
🧠 Make your agents learn from experience. Now available as a hosted solution at kayba.ai
2.2kstars
278forks
Python
agent-learningagent-memoryagentsaiai-agentsai-toolscontext-engineeringllmmachine-learningmemorypython
Quality signals
StaleNo testsNo CIThin docsNo licensePopular
AI summary
Auto-generated overview of what this skill does and when to reach for it.
A toolkit that lets AI agents retain and reuse knowledge from past interactions to improve future responses.
Use this when
- Your agent keeps repeating the same mistakes
- You need agents to remember user preferences or context
- You want agents to improve over time without retraining
- You're building a customer support bot that remembers past issues
- You need agents to adapt based on previous conversations
Don't use when
- For simple, stateless chatbots with no memory needs
- If you need real-time data that can't be stored
- For agents that don't interact with the same users repeatedly
Capabilities
- Stores and retrieves conversation history for agents
- Enables agents to recall past interactions with specific users
- Supports incremental learning from new conversations
- Provides context-aware responses based on prior exchanges
- Works with multiple agent frameworks
- Tracks user-specific preferences and history
InstallSKILLInstall as a Claude Code skill
Universal installANY TOOL
$ npx skillcity@latest kayba-ai/agentic-context-engineAuto-detects the skill or MCP server in this repo and installs it for Claude Code, Codex, Cursor, Cline, OpenCode, Gemini CLI, Anti-Gravity, OpenClaw and Hermes.
Requires Node.js 18+ (ships with npx).
Or install manually
# Install into ~/.claude/skills/ mkdir -p ~/.claude/skills/agentic-context-engine curl -fsSL https://raw.githubusercontent.com/kayba-ai/agentic-context-engine/main/SKILL.md -o ~/.claude/skills/agentic-context-engine/SKILL.md
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