monitoring
Monitoring & Observability skill for the SDLC "Operations" phase. Configures the three
pillars of observability (logs, metrics, traces) for the agentden tech stack, generates
Grafana dashboards, Prometheus alert rules, operational runbooks, and guides incident
response. Covers health checks, structured logging, alerting strategy, and post-mortem
workflows.
Trigger phrases:
- "set up monitoring"
- "configure logging"
- "create alert"
- "incident response"
- "observability"
- "health check"
- "dashboard"
- "runbook"
- "alert rules"
- "post-mortem"
- "on-call"
- "SLO"
- "SLI"
- "error budget"
- "trace correlation"
Tech stack assumptions:
Frontend — nginx:stable-alpine (static SSG), nginx-prometheus-exporter
Backend — Java 21 + Micronaut 4.7 + Micrometer + Logback + OpenTelemetry
Metrics — Prometheus + Grafana
Tracing — OpenTelemetry SDK + W3C Trace Context propagation
Alerting — Prometheus Alertmanager + Grafana Alerting
Repository SourceNeeds Review
design
Comprehensive design-phase skill for the SDLC "Design" stage. Produces
concrete, implementation-ready artifacts: UI/UX layouts with TailwindCSS v4
(@theme directive, CSS-first configuration), SolidJS 1.9 component
architecture, data models with Flyway migration strategies, OpenAPI 3.1
API contracts, and security designs covering JWT/OAuth2, RBAC/ABAC, CORS,
and input validation (Zod/Valibot on the frontend, Micronaut validation on
the backend).
Trigger phrases: "design UI", "design API", "data model",
"component architecture", "design system", "API contract",
"security design", "ER diagram", "database schema", "REST API design",
"component tree", "state architecture", "layout design",
"pagination strategy", "error handling design".
Tech stack assumptions:
Frontend — Bun + TypeScript 5.8 (strict) + SolidJS 1.9 + SolidStart (SSG)
+ TailwindCSS 4.1 (CSS-first @theme) + Iconify-Solid
Backend — Java 21 (records, sealed interfaces, virtual threads,
pattern matching) + Micronaut 4.7
Repository SourceNeeds Review
discovery
Discovery & Requirements Gathering phase of the SDLC. Systematically elicit, analyze, and document product requirements before design or implementation begins. TRIGGER when: user mentions "gather requirements", "write PRD", "create user stories", "feasibility check", "stakeholder interview", "discovery phase", "requirements elicitation", "define scope", "product requirements", "need a spec", "what should we build", "project kickoff", "business requirements", "functional requirements", "non-functional requirements", "acceptance criteria", "domain model", "competitive analysis", "MoSCoW", "5W1H", "user story mapping", "define MVP", "scope the project", or starts a new project with ambiguous or incomplete requirements.
Repository SourceNeeds Review
implementation
Full-stack implementation skill for the "Implementation (Coding)" phase of the SDLC.
Provides complete project scaffolds, code generators, and convention audits for
SolidJS + SolidStart (frontend) and Micronaut (backend) projects.
Trigger phrases:
- "scaffold project"
- "create component"
- "implement feature"
- "generate code"
- "create API endpoint"
- "solidjs component"
- "micronaut controller"
- "add a route"
- "create service"
- "generate DTO"
- "scaffold frontend"
- "scaffold backend"
- "check code conventions"
Repository SourceNeeds Review