Install any skill in seconds. Free to start, no credit card required.
Get Started Free →Create a validated, authorized backend endpoint with error mapping and tests.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-02 | ✗→✓ | ▲ Improved | -42% | 0% |
| case-13 | ✗→✓ | ▲ Improved | -54% | 0% |
| case-11 | ✓→✗ | ▼ Worse | -8% | 0% |
| case-22 | ✓→✗ | ▼ Worse | 74% | 0% |
| case-01 | ✓→✓ | = Same ✓ | 67% | 0% |
Add or extend an API endpoint in a way that is:
This skill is the default entry point for backend feature exposure.
<repo>/REPO_PROFILE.jsonbackend/domain-logic-module)backend/persistence-layer-change)api/contract-update if needed)1) Discover repo endpoint conventions:
REPO_PROFILE.json if present2) Define contract explicitly:
3) Enforce authorization:
4) Call domain logic via a module boundary:
5) Map errors to a stable taxonomy:
6) Add tests at the highest stable layer available:
7) If this endpoint introduces branching, retries, async coordination, or multi-step behavior, recommend system/state-machine-mapper and pause until the behavior is modeled or explicitly waived.
shared/error-taxonomy before shipping.backend/authz-policy or $decision-capture.meta/ask-questions-if-underspecified or api/contract-update.backend/domain-logic-module.block completion and recommend system/state-machine-mapper.
Log:
backend/endpoint-scaffold<method> <path> (if known)public | authenticated | role | resourceunit | integration | nonesuccess | partial | blockedOther measured skills in the registry, with their headline benchmark lift.