guidance
An AI agent skill from Orchestra-Research/AI-Research-SKILLs, scored 48 out of 100 by code.
Code score by group
It loses the most points in Description (18), the group that checks whether the description says what the skill does and when to use it.
What the author says it does
Control LLM output with regex and grammars, guarantee valid JSON/XML/code generation, enforce structured formats, and build multi-step workflows with Guidance - Microsoft Research's constrained generation framework
This is the description in the skill's own SKILL.md, written by its author, not by SkillCheatSheet.
- Repository
- Orchestra-Research/AI-Research-SKILLs
- Folder
- 16-prompt-engineering/guidance
- License
- MIT
- GitHub stars
- 14,480
- SKILL.md lines
- 573
- Other files
- 3
Add guidance to your agent
npx skills add Orchestra-Research/AI-Research-SKILLs --skill guidance
The command uses the open skills CLI. A skill is instructions and scripts your agent will follow, so read it first: open the folder on GitHub at the commit that was scored.
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All skills in Orchestra-Research/AI-Research-SKILLs
Scores come from a snapshot of 300 public GitHub repositories taken on 12 November 2026. Every score is the result of fixed checks run by code; no AI is involved. How scoring works.