| 0 | Research-first (MANDATORY), survey best references + frontier designs + anti-patterns before any design | reference/research-first.md | market-intel (deep scale) |
| 1 | Triage + dedup, overlap with existing library? single vs batch? | reference/scaffold.md §dedup + scripts/dedup_check.py | , |
| 2 | Choose generation backend | reference/generators.md | Skill_Seekers / official skill-creator |
| 3 | Scaffold Spec-v1 repo (add --with-config if config-bearing) | scripts/scaffold_skill.py + reference/config-spec.md | , |
| 4 | Draft SKILL.md + optimize triggering description | reference/triggering.md | official run_loop.py (60/40) |
| 5 | Acceptance gate (all must pass; any fail = explicit reject) | reference/acceptance-gate.md + budget_check.py + dedup_check.py + check_conformance.py + check_config_conformance.py (G8) | agent-skills-eval / scenario-eval |
| 6 | Hand off to auto-iteration | reference/iterate-handoff.md | self-evolve |
| 7 | Batch a series (if multiple) | reference/batch.md | Workflow + library-budget manager |
| 8 | Deploy (junction + GitHub publish; then MANDATORY set remote metadata + verify) | reference/deploy.md + scripts/set_repo_metadata.py + scripts/check_remote_conformance.py | npx skills / gh |