ma-compbio-lab/
SkillFoundry
ma-compbio-lab/SkillFoundryFrameworks & SDKs
A framework for discovering, compiling, and validating reusable skills for scientific agents.
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A framework for discovering, compiling, and validating reusable skills for scientific agents.
Official Findings of EMNLP 2026 implementation of Corpus2Skill: compile a document corpus into a navigable skill hierarchy that LLM agents explore at query time, with document lookup instead of a serving-time vector-search service.

Source-available semantic layer and sidecar for agentic AI and governed analytics. Compiles declarative YAML models into optimized SQL, KPIs, and semantic context across 8 SQL dialects.
Web tasks that compile. Other browser tools tell your AI agent the click worked. chrome-agent reads the page back after every action and answers in JSON what actually happened. One 3 MB Rust binary, no Node, no cloud.