kpi-derivelisted

Derives a business application's project-specific KPIs from its goals, requirement documents, and source code, writing a human-readable artifact to project/kpis/<slug>.md per spec/project/kpi-definition-process/. The `derive` operation dispatches the read-only kpi-signal-scanner agent, walks a GQM refinement (goal to question to metric), selects the key metrics as KPIs with the operator, and defines each against the SMART gate with a leading/lagging class; `revisit` re-derives against changed goals. Consumes an existing project/requirements/<slug>.md under a soft gate (warns and recommends requirements-elicit when absent, never blocks). Determination and definition only — never measurement, instrumentation, telemetry, or dashboarding. Invoke to derive KPIs, determine an app's KPIs, or define its key metrics; also German requests. Don't use to elicit requirements (requirements-elicit) or to build instrumentation or dashboards (fullstack-developer). Supports resume per spec/claude/resumable-work/.
nolte/claude-shared · ★ 0 · AI & Automation · score 76

Install: claude install-skill nolte/claude-shared

# KPI Derive Determine and define the project-specific KPIs of a business application: which handful of indicators are the *key* ones for this application, and how each is defined. The output is a single human-readable artifact at `project/kpis/<slug>.md` that a reader can follow and challenge. This skill determines and defines KPIs — it never instruments, collects, computes, stores, or displays them. Implements `spec/project/kpi-definition-process/` — the spec defines the GQM-based determination process, the per-KPI definition contract, the SMART gate, the KPI-vs-metric selection rule, the leading/lagging classification, the requirements soft-gate, and the hard measurement boundary. This skill binds those rules to the on-disk procedure and owns the interactive selection, the definition, and the write. ## German trigger phrases This skill also triggers on equivalent German-language requests, including: - "KPIs ableiten" / "die KPIs für diese App bestimmen" - "unsere Schlüsselkennzahlen definieren" - "KPIs aus den Anforderungen herleiten" - "die KPIs nach der Zieländerung neu ableiten" (→ `revisit`) ## User-language policy Detect the user's language from their message and conduct the interview in it — KPI selection is a dialogue. The written artifact uses the surrounding repository's primary language (English by default; follow the precedent of the existing `project/` docs). The per-KPI contract field keys (`id`, `name`, `definition`, `formula-intent`, `unit`, `target`,