skf-create-skill

To generate verified AI agent skills, compile a skill brief and source code into a SKILL.md artifact. This process maps every instruction directly to source provenance, ensuring zero hallucination and producing structured, traceable documentation.

Zero-hallucination skill compilation means every instruction in the generated SKILL.md is tied to source code with citations. This enforces traceability and produces reproducible artifacts, preventing fabricated logic in AI agent skills.

You can create multiple SKILL.md files by running batch compilation with the --batch flag. This processes multiple skill briefs simultaneously, generating provenance-anchored artifacts and evidence reports for each skill.

Yes, you can adjust skill compilation behavior by selecting a specific forge tier. The workflow adapts its processing logic based on user preferences like Quick, Forge, Forge+, or Deep tiers to modify execution depth.

The best way to ensure provenance traceability is to map every instruction to source code during skill compilation. This creates a reproducible artifact set with evidence reports and references, anchoring documentation to authoritative sources.

To start compiling structured SKILL.md artifacts, you need a skill-brief.yaml file and the corresponding source code. The workflow uses these inputs to automatically generate provenance maps and evidence reports for agentskills.io.