Skill Creator Pro
Overview
Create skills that are immediately usable by AI agents and maintainable across a shared repository.
Use this skill to enforce:
- Trigger-quality
descriptionfields in frontmatter. - Consistent
agents/openai.yamlmetadata. - Reusable scripts/references/assets per domain.
- Validation and smoke-test readiness before publishing.
Workflow
- Clarify skill intent with two or three concrete user prompts.
- Select one primary workflow pattern (task-based, workflow-based, or capability-based).
- Define reusable resources before writing final
SKILL.mdprose. - Generate starter layout with
scripts/generate_skill_starter.py. - Edit
SKILL.mdand references to keep core instructions concise. - Validate the entire pack with
scripts/validate_skill_pack.py.
Use Bundled Resources
- Read
references/workflow.mdfor quality gates and review checklist. - Read
references/category-guides.mdfor domain-specific starter guidance. - Reuse templates in
assets/templates/to avoid rewriting boilerplate. - Run
scripts/generate_skill_starter.pyto generate category starter output. - Run
scripts/validate_skill_pack.pyafter edits and before publishing.
Output Standards
When creating or updating a skill:
- Keep frontmatter keys minimal (
name,description). - Keep descriptions explicit about trigger conditions.
- Keep scripts deterministic and compatible with
--dry-run. - Keep examples safe, especially for cybersecurity content.