SkillOpt

About SkillOpt

SkillOpt: Executive Strategy for Self-Evolving Agent Skills Train agent skills like you train neural networks — with epochs, (mini-)batchsize, learning rates, and validation gates — but without touching model weights. 🎬 SkillOpt Demo Video https://github.com/user-attachments/assets/eb12d3bc-371c-467f-904d-91b61f339ed7 ▶ Watch the full demo on YouTube Install Requirements: Python 3.10+ Configure API Credentials Azure OpenAI (recommended): Note: is required for all three modes (, , ). Without it, all LLM calls will fail.

agent-skills self-evolving-agents

Quick Facts

Stars	18,532
Forks	1,760
Language	Python
Category	AI 工具
License	MIT
Quality Score	74.0364977272224/100
Open Issues	54
Last Updated	2026-10-18
Created	2026-05-08
Platforms	python
Est. Tokens	~15k

Compatible Skills

These tools work well together with SkillOpt for enhanced workflows:

AutoResearchClaw — semantic(0.23)+complementary+same_lang+similar_pop+shared_platform (58%)
CORAL — semantic(0.22)+complementary+rare_topics+same_lang+similar_pop+shared_platform (57%)
evotown — semantic(0.17)+complementary+same_lang+similar_pop+shared_platform (56%)
aws-agent-skills — semantic(0.16)+complementary+same_lang+similar_pop+shared_platform (56%)
drawio-skill — semantic(0.16)+complementary+same_lang+similar_pop+shared_platform (55%)

More AI 工具 Tools

Explore other popular ai 工具 tools:

superpowers ⭐ 302.0k
skills ⭐ 265.8k
AutoGPT ⭐ 187.7k
ollama ⭐ 183.8k
ponytail ⭐ 166.3k
langflow ⭐ 155.8k
langchain ⭐ 148.1k
awesome-llm-apps ⭐ 142.3k
gstack ⭐ 136.9k
pi ⭐ 116.4k

View all AI 工具 tools →

Popular Python Agent Tools

hermes-agent ⭐ 255.2k · Codex 技能
AutoGPT ⭐ 187.7k · AI 工具
skills ⭐ 180.2k · Claude 技能
dify ⭐ 158.9k · MCP 服务器
open-webui ⭐ 156.2k · MCP 服务器

Frequently Asked Questions

What is SkillOpt?

SkillOpt is SkillOpt is a text-space optimizer that trains reusable natural-language skills for frozen LLM agents through trajectory-driven edits, validation-gated updates, and deployable best_skill.md artifacts.. It is categorized as a AI 工具 with 18.5k GitHub stars.

What programming language is SkillOpt written in?

SkillOpt is primarily written in Python. It covers topics such as agent-skills, self-evolving-agents.

How do I install or use SkillOpt?

You can find installation instructions and usage details in the SkillOpt GitHub repository at github.com/microsoft/SkillOpt. The project has 18.5k stars and 1760 forks, indicating an active community.

What license does SkillOpt use?

SkillOpt is released under the MIT license, making it free to use and modify according to the license terms.

View on GitHub → Browse AI 工具 tools