version: "1.0.0" name: "Final — The F-Pass" description: The feature-wide final audit. Re-runs the five lenses across ALL groups together, then two extra passes — Dreamland (dream perfection, then make it real) and Simulation (realistic scale testing). Runs after every group is accepted. argument-hint: "[feature-name] [--stage f1..f7]"

Final — The F-Pass

After all groups are accepted, the feature gets one final, feature-wide audit pass. The per-group audits caught drift within a group; the F-pass catches what only shows up when the whole feature is viewed at once — cross-group inconsistency, integration gaps, and quality that no single group owned.

Gate: every group must be accepted in approvals/master.json before the F-pass begins. This is the mandatory next step after the last group-accept — never skip straight to closure.

The F-pass is seven stages, run in order. The same Double Gate physics apply: the deeper stages cannot begin until the consistency stage (F1) is clean.

F1–F5 — the lenses, feature-wide

Run each lens exactly as its per-group skill defines it (/genesis-a1…/genesis-a5), but scoped to the entire feature rather than one group. Findings, reports, the zero-tolerance loop, and conviction are identical — see docs/the-audit-system.md. Reports go to audits/final-f{N}.md. F3 cannot start until F1 is at zero findings.

F6 — Dreamland

Step back from what was built and describe the feature at its dream-perfect best — not constrained by what exists, not by the spec, just: what would make this genuinely excellent? Then take each dream and ask whether it can be made real now. Every realizable dream becomes a finding (fix now) or a tracked design input. Dreamland is where the kit reaches past "meets the spec" toward "is actually great." Record the report to audits/final-f6.md.

F7 — Simulation

Run the feature against realistic scale and stress. Load the group simulation scenarios (simulations/g{N}-scenarios.md) and exercise the feature as a whole: realistic data volumes, concurrent use, mid-stream entry, failure and recovery, the unhappy paths. Each scenario is PASS (the feature handles it) or GAP (it doesn't); every gap becomes a finding. Record the report to audits/final-f7.md.

After the F-pass

When all seven stages are clean, run the feature review, then /genesis-accept (the review phase), then /genesis-closure to open the PR to main.

Natural language triggers

- "run the final audits"
- "f-pass"
- "final feature audit"
- "dreamland" / "simulation"