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Get Started Free →Install Loop Engineering into a project via the unified CLI front door (@cobusgreyling/loop). Prefer this over invoking loop-init / loop-audit separately. Week-one is report-only; never enable auto-merge or unattended fixes unless the human explicitly asks and doctor is healthy.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-04 | ✗→✓ | ▲ Improved | -17% | 0% |
| case-17 | ✗→✓ | ▲ Improved | -41% | 0% |
| case-05 | ✗→✓ | ▲ Improved | -10% | 0% |
| case-06 | ✗→✓ | ▲ Improved | -53% | 0% |
| case-07 | ✗→✓ | ▲ Improved | -42% | 0% |
Leave the repo with a scaffolded report-only loop, a Loop Ready score, and clear next actions — using the single CLI:
bashnpx @cobusgreyling/loop
Do not deprecate or remove existing loop-init / loop-audit usages you find; both doors stay valid. Prefer loop for new work.
LOOP.md or STATE.md already exists, run doctor only (skip init unless human asks to re-scaffold):bash npx @cobusgreyling/loop doctor . --json npx @cobusgreyling/loop status .
daily-triage)| Pain | Pattern | |------|---------| | Morning chaos / unclear priorities | daily-triage | | PRs stalling | pr-babysitter | | CI red / flakes | ci-sweeper | | CVE / Dependabot noise | dependency-sweeper | | Post-merge TODOs | post-merge-cleanup | | Stale release notes | changelog-drafter | | Noisy issues | issue-triage |
grok | claude | codex | opencode (default grok).bash npx @cobusgreyling/loop init . --pattern <pattern> --tool <tool> Optional harness (only if human wants Foundry): add --with-foundry.
bash npx @cobusgreyling/loop doctor .
0 = healthy · 1 = warnings · 2 = blocked bash npx @cobusgreyling/loop cost -p <pattern> -l L1 -c 1d
/loop or scheduler command from init output.npx @cobusgreyling/loop badge .These remain fully supported (do not rewrite existing docs/scripts unless asked):
bashnpx @cobusgreyling/loop-init . npx @cobusgreyling/loop-audit . --suggest
Other measured skills in the registry, with their headline benchmark lift.