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): bash export AZUREOPENAIENDPOINT="https://your-resource.openai.azure.com/" Option 1: API key auth export AZUREOPENAIAPIKEY="your-key" Option 2: Azure CLI...

agent-skills self-evolving-agents

Quick Facts

Stars	16,702
Forks	1,571
Language	Python
Category	AI 工具
License	MIT
Quality Score	74.0364977272224/100
Open Issues	36
Last Updated	2026-09-05
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%)

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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 16.7k 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 16.7k stars and 1571 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.

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