Vibeship Optimizer

vibeship-optimizer

Use the vibeship-optimizer CLI from this repo to run a Carmack-style optimization loop.

First run (recommended)

• python -m vibeship_optimizer init --onboard --no-prompt

This creates:

• VIBESHIP_OPTIMIZER.md (logbook)
• .vibeship-optimizer/ (state dir: config, snapshots, changes, reports)

Standard loop (one optimization)

1. Start a tracked change (appends a section into VIBESHIP_OPTIMIZER.md):

• python -m vibeship_optimizer change start --title "<change title>" --risk "<risk>" --rollback "git revert <sha>"

2. Take baseline snapshot (and attach it to the change record):

• python -m vibeship_optimizer snapshot --label before --change-id <chg-...> --as before

3. Make exactly one optimization + commit it.

4. Take after snapshot (and attach it to the change record; also records current commit sha):

• python -m vibeship_optimizer snapshot --label after --change-id <chg-...> --as after

5. Compare and write a report:

• python -m vibeship_optimizer compare --before <before.json> --after <after.json> --out reports/vibeship_optimizer_compare.md

Multi-day verification

1. Start monitoring (baseline defaults to latest snapshot if omitted):

• python -m vibeship_optimizer monitor start --change-id <chg-...> --days 5

2. Run once per UTC day:

• python -m vibeship_optimizer monitor tick

This appends "Verification update" blocks to VIBESHIP_OPTIMIZER.md and stores reports under .vibeship-optimizer/reports/.

Preflight + hallucination protections

1. Run diligence checks:

• python -m vibeship_optimizer preflight --out reports/vibeship_optimizer_preflight.md

2. Evidence-based review before claiming "this helped":

• python -m vibeship_optimizer review bundle --change-id <chg-...> --out reports/vibeship_optimizer_review_bundle.md

3. Record review attestation (required by default via config):

• python -m vibeship_optimizer review attest --change-id <chg-...> --tool codex --reasoning-mode xhigh --model "<model>" --reviewer "<name>"

If you want to relax attestation enforcement, set:

• .vibeship-optimizer/config.yml (or .json) -> review.require_attestation: false

Read-only analyzers (safe)

• python -m vibeship_optimizer analyze --out reports/vibeship_optimizer_analyze.md

This produces bloat/size hints and naive "maybe unused dependency" hints (heuristic; do not auto-remove without verification).

Automation (OpenClaw cron)

For scheduled daily verification ticks, see:

• references/openclaw_cron_setup.md

For cron/automation, prefer:

• python -m vibeship_optimizer autopilot tick --change-id <chg-...> --force --format json --ok-on-pending