SelfAI Skills
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AnySearch Skill
Unified real-time search engine skill for AI agents, supporting general web search, vertical domain search, and parallel batch search.
Self-hosted Tools
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SkillOpt
Self
Open-source tool. Self-hosted setup.
A text-space optimizer that trains reusable natural-language skills for frozen LLM agents through trajectory-driven edits.
SkillOpt is research tooling rather than a content pack: it automatically generates and refines skill text through validation-gated edits based on agent trajectories, producing deployable best_skill.md artifacts without touching model weights.
- Optimizes skill text, not model weights — works with frozen LLM agents
- Trajectory-driven edits with validation gates before a skill update ships
- Outputs deployable best_skill.md artifacts ready for reuse
- Official Microsoft Research project, MIT licensed
Things to Know About Self-Hosted
Self-hosted tools are open-source apps you install on your own server to replace SaaS products. You get full control and often zero license cost, but you're responsible for setup, security, backups, and uptime.
- Caution: You might need capable hosting or a VPS
- Caution: Setup requires technical experience
- Caution: You manage updates and patches
- Caution: Security and backups are your job
- Caution: Uptime depends on your server
- Caution: Scaling may need extra work
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