hermes-agent
MIT
Self-improving AI agent with built-in learning loop, multi-platform chat, and serverless deployment.
237k·AI Agents·Open source
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Acontext
Open sourceOpen-source skill memory layer for AI agents that captures learnings as editable Markdown skill files.
3.7kApache-2.0
Agent Skills as a Memory Layer
Pros
- +Memory stored as plain Markdown files, readable and editable by humans
- +Framework-agnostic, works with LangGraph, Claude, AI SDK, etc.
- +Progressive disclosure via tool use instead of semantic search
- +No vendor lock-in; export skills as ZIP and reuse anywhere
Cons
- −Requires LLM with tool-calling capabilities for distillation
- −Self-hosting setup requires Docker and OpenAI API key
- −May need initial configuration to define skill schemas
Target audience: Developers building AI agents who want transparent, inspectable memory that improves over time.
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