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REST API design best practices. Use when designing APIs, choosing status codes, or creating endpoints.
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Basierend auf der SOC-Berufsklassifikation
Extract creative intent from images into executable build specs. Activates on images + build intent, "image to mission", "i2m", or capturing visual energy in code/design.
Unit Circle Laboratory + sc-dev-team autonomous mission control. Provides human-in-the-loop automation layer, pipeline management, context lifecycle, stuck-state prevention. UC re-execution series and dev branch milestones. Adapted from uc-lab pattern for code plan/execute/verify/complete. Auto-activates during UC milestone work; trigger: user says 'bring up the dev team'.
Generate intelligence briefings for the planning dashboard. Use this skill whenever a request file appears in `.planning/console/inbox/pending/` whose `type` field starts with `intelligence.` (refresh_briefing, triage_finding, snapshot_diff, investigate_section, dismiss_finding). The skill reads the per-project KB at `.gsd/intelligence/intelligence.db`, synthesizes a briefing with a causal hypothesis + acknowledged uncertainty + confidence label and ranked moves, then writes the result back to the KB. Always trigger this skill for these request types — do not generate briefings manually.
Sketched Isotropic Gaussian Regularization primitive. Scalar loss matching the embedding distribution to a standard-normal target via Cramér-Wold slicing and the Epps-Pulley empirical characteristic function test. Port of rbalestr-lab/lejepa (MIT). Default-off in v1.49.571.
Adversarial spec-compliance PR review — cross-references diffs against approved specs, verifies runtime claims against source, detects competing PRs, audits scope/convention compliance. Use before merging.
Pick among candidate outputs (code, configs, plans) by running them on diverse inputs and clustering by behavioural fingerprint, rather than by textual aggregation or log-probability. Activates when an executor returns multiple plausible candidates that need disambiguation, when output-majority voting would be the default choice, or when reviewing generated code that has not yet been validated. The 2026 evidence (Semantic Voting, arxiv 2605.08680v1) is that any execution-based selector dominates output-majority voting by 19-52pp; sketch-generated inputs beat random fuzz by 11.3pp. Triggers: "pick the best candidate", "majority vote on code", "select from N samples", "validate the generated output", "behavioural verification".
| name | api-design |
| description | REST API design best practices. Use when designing APIs, choosing status codes, or creating endpoints. |
| version | 1.0.0 |
| format | "2025-10-02T00:00:00.000Z" |
| triggers | ["designing APIs, choosing status codes, or creating endpoints"] |
| updated | "2026-04-25T00:00:00.000Z" |
| status | ACTIVE |
/users not /getUsers — HTTP method is the verb/users, /orders — consistent collections/user-profiles not /user_profiles/users/{id}/orders — deeper use query params| Method | Purpose | Idempotent |
|---|---|---|
| GET | Retrieve | Yes |
| POST | Create | No |
| PUT | Replace entire resource | Yes |
| PATCH | Partial update | No |
| DELETE | Remove | Yes |
| Code | Use When |
|---|---|
| 200 | Success with body |
| 201 | Resource created (+ Location header) |
| 204 | Success, no body (DELETE) |
| 400 | Malformed request |
| 401 | Not authenticated |
| 403 | Authenticated but forbidden |
| 404 | Not found |
| 409 | Conflict (duplicate) |
| 422 | Valid syntax, invalid semantics |
| 429 | Rate limited |
{"error": {"code": "VALIDATION_ERROR", "message": "...", "details": [], "request_id": "req_..."}}