8 Best Distilly Alternatives in 2026 (Open Source)
Distilly — Distill how they think into reusable Skills for any Agent or Bot. Formerly Colleague Skill（原同事 Skill）. Focuses specifically on distilling human experience and judgment patterns into reusable agent components rather than general AI capabilities.
These 8 open-source tools do the same job. They are ordered by how closely they match Distilly, with live GitHub data so you can see which projects are actively maintained.
| Tool | GitHub stars | Stars / 30d | Last commit |
|---|---|---|---|
| Distilly(original) | 25.2k | +2,098 | 2026-09-12 |
| hermes-agent | 250.3k | +20,859 | 2026-09-30 |
| GenericAgent | 14.3k | +1,190 | 2026-09-30 |
| Khazix Skills | 21.1k | +1,756 | 2026-09-30 |
| Claude Code Skills & Plugins | 27.0k | +2,253 | 2026-08-26 |
| Skills | 179.2k | +26,254 | 2026-09-29 |
| Garden Skills | 12.7k | +1,059 | 2026-07-12 |
| Skill_Seekers | 15.1k | +1,255 | 2026-09-30 |
| TencentDB-Agent-Memory | 27.6k | +2,299 | 2026-09-29 |
1. hermes-agent
The agent that grows with you
What sets it apart: Only agent with a built-in learning loop that creates skills from experience and improves them during use.
Best for: developers building self-improving agents; research on tool-calling models; multi-platform agent deployment
2. GenericAgent
Self-evolving agent: grows skill tree from 3.3K-line seed, achieving full system control with 6x less token consumption
What sets it apart: Evolves capabilities from a 3K-line seed codebase by crystallizing each task into reusable Skills rather than preloading functionality.
Best for: autonomous task execution; skill accumulation through use; minimal codebase deployments
3. Khazix Skills
数字生命卡兹克开源的 AI Skills 合集 | Agent Skills: leader（帮你定义目标）, neat-freak 洁癖, hv-analysis, khazix-writer & more — Claude Code, Codex & 40+ agents
What sets it apart: A collection of practical, tested agent skills following an open interoperability standard.
Best for: Developers looking to extend agent capabilities with pre-built modules; Users of Claude Code, Codex, or other compatible agents; Those wanting structured, reusable agent instructions
4. Claude Code Skills & Plugins
380 Claude Code skills & agent skills & plugins (30+ Agents, 70+ custom commands, 380+ skills, customizable references, scripts)for Claude Code, Codex, Gemini C
What sets it apart: The most comprehensive open-source library of Claude Code skills and agent plugins covering 13 different coding agent platforms.
Best for: Extending AI coding agents with specialized skills; Adding enterprise domain expertise to coding workflows; Creating reusable agent personas for different business functions
5. Skills
Public repository for Agent Skills
What sets it apart: Official Anthropic skill system for Claude with production-grade document skills (PDF/DOCX/PPTX/XLSX) and a standardized Agent Skills specification
Best for: Claude users wanting to extend capabilities with domain expertise; Teams building repeatable workflows in Claude; Developers creating Claude Code plugins
6. Garden Skills
ConardLi's open-source Skills collection, featuring web design, knowledge retrieval, image generation, and more.
What sets it apart: A curated, open-source collection of production-ready, modular skills specifically formatted for integration into AI coding agents.
Best for: developers building AI coding agents; adding modular functionality to coding assistants; prototyping agent capabilities quickly
7. Skill_Seekers
Convert documentation websites, GitHub repositories, and PDFs into Claude AI skills with automatic conflict detection
What sets it apart: Acts as a multi-source, multi-target data layer that automatically converts diverse inputs into structured knowledge for various AI systems.
Best for: Creating AI agent skills from documentation; Building RAG pipelines from diverse sources; Preparing structured knowledge for AI coding assistants
8. TencentDB-Agent-Memory
TencentDB Agent Memory is a team-level memory hub for AI Agents — turning conversations, docs, and code into four reusable memory assets (Chat Memory, Skill, LL
What sets it apart: Provides a team-level memory hub that transforms diverse inputs into four reusable asset types shared across multiple agent frameworks without code changes.
Best for: Teams running multiple AI agents that need shared memory; Organizations wanting to persist and reuse agent knowledge; Developers seeking plug-and-play memory for existing agent frameworks
FAQ
- What are the best alternatives to Distilly?
- The closest open-source alternatives to Distilly are hermes-agent, GenericAgent and Khazix Skills, followed by Claude Code Skills & Plugins, Skills and Garden Skills. They are ranked by how closely they match what Distilly does.
- Which Distilly alternative is the most popular?
- hermes-agent has the most GitHub stars among Distilly alternatives, with 250,306 stars.
- Which Distilly alternative is the most actively maintained?
- By recent activity, hermes-agent (32,240 commits in the last 90 days) is the most actively developed alternative.