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Designs CI/CD pipelines, infrastructure, observability, and deployment strategy.
Passed 13 of 20 test cases with the skill, and 3 of 20 without it.
and 18 more in the full report
12 fixed3 passed either way8 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 12 test cases the skill fixed. Same model, same prompt, with and without the skill.
During the DEVOPS wave for feature `order-service`, the user reached the end of the wave generation. Since DEVOPS has no custom intelligent expansion triggers declared, what expansion menu behavior must be executed?
| Checked | Without skill | With skill |
|---|---|---|
| Emits no menu when density expansion prompt is configured as ask-intelligent. | Missed | Passed |
| Emits the shared-contract no-trigger skip telemetry event. | Missed | Passed |
The instructions your model reads when the skill loads.
Wave: DEVOPS (wave 4 of 6) | Agent: Apex (nw-platform-architect) | Command: /nw-devops
Execute DEVOPS wave: platform readiness|CI/CD pipeline setup|observability design|infrastructure preparation. Positioned between DESIGN and DISTILL (DISCOVER > DISCUSS > SPIKE > DESIGN > DEVOPS > DISTILL > DELIVER), ensures infrastructure is ready before acceptance tests and code.
Apex translates DESIGN architecture decisions into operational infrastructure: CI/CD pipelines|logging|monitoring|alerting|observability.
Provenance: feature lean-wave-documentation — D2 (schema-typed sections), D10 (one-line expansion descriptions). Tier-1 [REF] sections (always emitted) + Tier-2 EXPANSION CATALOG items (lazy, on-demand) are the two output bands. Full contract: nWave/skills/nw-density-resolution-contract/SKILL.md.
Under ## Wave: DEVOPS / [REF] <Section> headings:
Rendered under ## Wave: DEVOPS / [WHY|HOW] <Section> only when requested via --expand <id> (DDD-2), the broad wave-end menu (expansion_prompt = "ask"), a declared trigger under expansion_prompt = "ask-intelligent", mode = "full" auto-expansion, or an ad-hoc user request mid-session.
| Expansion ID | Tier label | One-line description |
|---|---|---|
infra-cost-analysis | [WHY] | Per-environment monthly cost estimate with vendor pricing assumptions |
alternative-deploy-targets | [WHY] | Cloud/on-prem/hybrid options weighed and rejected with one-paragraph reason |
observability-deep-dive | [HOW] | Detailed metric/log/trace schemas, alert thresholds, dashboard layouts |
runbook-drafts | [HOW] | Incident response runbooks for the top failure modes |
kpi-instrumentation-recipes | [HOW] | Per-KPI data collection recipe (event names, log fields, metric labels) |
ci-pipeline-yaml | [HOW] | Full CI/CD pipeline YAML with comments per stage |
test cases passed, vs 3 / 20 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.