cyberneticlibrary

Design and audit reusable skills

skill-authoringskillsetup L11,033
TencentCloudBase/CloudBase-AI-ToolKit
What it does

Design, evaluate, and improve reusable agent skills with strong triggers and behavior

Best for

Creating new skills or reviewing existing ones benefits from explicit trigger optimization and behavior-change design before writing body content.

Inputs
  • · skill_md_draft
  • · trigger_description
  • · skill_examples
  • · reference_files
Outputs
  • · improved_skill_md
  • · evaluation_prompts
  • · should_trigger_cases
  • · should_not_trigger_cases
Preconditions

User wants to create or review a skill; reference materials exist (frontmatter-patterns, structure-patterns, templates)

Failure modes
  • · Trigger overlaps with neighboring skills
  • · Skill is too broad or too narrow
  • · Examples don't match declared platform/scope
  • · Skill doesn't change agent behavior after trigger
Trust signals
  • · Frontmatter-patterns reference
  • · Structure-patterns guidance
  • · Evaluation methodology with should/should-not test cases