meta-skill-generatorAI 技能自动生成框架。用于自动扫描、注册、检索、生成、评估、测试、优化技能。 触发场景: 1. 用户要求创建"技能工厂" 2. 需要检索/生成/评估技能 3. 需要测试/优化技能代码 状态:核心功能已完成 ⚠️ 注意:首次使用需运行 `python scripts/embed_skill.py` 重建向量搜索库
Install via ClawdBot CLI:
clawdbot install xjxjdnsnak-cell/meta-skill-generatorGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Potentially destructive shell commands in tool definitions
eval(Calls external URL not in known-safe list
https://hf-mirror.comUses known external API (expected, informational)
api.deepseek.comAudited Apr 17, 2026 · audit v1.0
Generated Mar 22, 2026
AI development teams can use this framework to automatically generate and optimize new skills based on existing codebases, reducing manual coding time. It scans repositories, identifies patterns, and creates reusable skill templates, ideal for scaling AI agent capabilities in tech companies.
Enterprises can integrate this skill generator into their internal AI systems to automate the creation of custom skills for data analysis or customer service. It helps maintain consistency and quality across multiple AI applications by testing and optimizing generated code.
Educational institutions can employ this framework to teach students about AI skill development by generating and evaluating sample skills. It provides hands-on experience with automated testing and optimization, enhancing learning in computer science courses.
Startups can leverage this tool to quickly prototype AI skills for minimum viable products, accelerating development cycles. It automates skill generation and testing, allowing small teams to focus on core business logic without extensive coding overhead.
Offer the skill generator as a cloud-based service with tiered subscriptions for different usage levels. Revenue comes from monthly fees based on the number of skills generated or API calls, targeting businesses needing scalable AI solutions.
Sell perpetual licenses to large organizations for on-premise deployment, including customization and support services. This model provides high upfront revenue and long-term contracts, ideal for industries with strict data security requirements.
Provide a free version with basic skill generation and limited optimizations, while charging for advanced features like enhanced testing or priority support. This attracts individual developers and small teams, converting them to paid plans as needs grow.
💬 Integration Tip
Ensure Python environment is set up and run the embed_skill.py script first to initialize the vector search library for optimal performance.
Scored Jun 19, 2026
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