AdaSkill

Minimal text2sql skill. Gives you tools and knowledge to generate SQL — no required workflow.

Feature engineering skill for taobao/dia AUC maximization. Provides dataset-specific domain knowledge and code patterns — no forced pipeline.

Convert a Multi-Agent System (MAS) into a single-agent skill, adaptively adjusting how much structure to retain based on the target task's evaluation metric. Analyzes task freedom first, then converts accordingly. Invoke with /adaptive_mas_converter.

Text-to-SQL for Spider 2.0-Snow (Snowflake cloud databases). Use when you receive a natural-language question plus a Snowflake database schema and need to produce correct, executable Snowflake SQL. Provides SQL execution tools, keyword-based tip selection, and Snowflake-specific domain knowledge.

Compile a Multi-Agent System (MAS) into a Single-Agent System (SAS) by faithful pipeline compression. Implements the 3-phase compilation from arXiv 2601.04748. Takes a MAS codebase or description as input; produces a compiled SKILL.md with sequential [PHASE] sections and a tools/ directory. Invoke with /mas-compiler.