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Specialized integration evaluator for the Evaluate-Loop. Use this for evaluating tracks that integrate external services — Supabase auth/DB, Stripe payments, Gemini API, third-party APIs. Checks API contracts, auth flows, data persistence, error recovery, environment config, and end-to-end flow integrity. Dispatched by loop-execution-evaluator when track type is 'integration', 'auth', 'payments', or 'api'. Triggered by: 'evaluate integration', 'test auth flow', 'check API', 'verify payments'.
Passed 18 of 21 test cases with the skill, and 14 of 21 without it.
and 5 more in the full report
5 fixed14 passed either way2 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 5 test cases the skill fixed. Same model, same prompt, with and without the skill.
During the evaluation of our external database integration, Pass 3 (Data Persistence) failed due to missing `updated_at` fields and unindexed foreign keys across three tables. What exact handoff action must be executed upon this failure?
| Checked | Without skill | With skill |
|---|---|---|
| Specifies returning a FAIL verdict to loop-execution-evaluator upon evaluation failure. | Missed | Passed |
| Directs Conductor to dispatch loop-fixer with actionable fix instructions. | Missed | Passed |
The instructions your model reads when the skill loads.
Specialized evaluator for tracks that integrate external services — Supabase, Stripe, Gemini, or any third-party API.
Dispatched by loop-execution-evaluator when the track involves:
spec.md and plan.md.env.example, env variable documentation)src/lib/)| Check | What to Look For |
|---|---|
| Request shapes | API calls send correct payload structure |
| Response handling | Responses parsed with correct types |
| Error responses | 4xx/5xx errors handled with user-friendly messaging |
| Rate limits | Rate limit handling present (retry, backoff, queue) |
| Timeout | Reasonable timeout set on API calls |
| Auth headers | Bearer token / API key sent correctly |
### API Contracts: PASS ✅ / FAIL ❌
- Endpoints verified: [count]
- Missing error handling: [list]
- Type mismatches: [list]
test cases passed, vs 14 / 21 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.