Skillware skills · monitoring/kpi_gate
KPI Gate
Deterministic business-KPI gate — evaluate a metrics snapshot against an operator-maintained policy charter and optional benchmarks. Returns error/warning findings or honest insufficient_data refusals. Stdlib-only, no network.
Capabilities
- Policy charter
- Fail-closed validation
- Honest insufficient_data
- Offline pure function
Problems this skill solves
People search for tasks — not always "skillware":
- business kpi gate for ai agents
- agent metrics threshold checker
- policy charter yaml metrics validation
- block agent action when kpi below threshold
- deterministic kpi monitoring agent loop
- insufficient data honest refusal agent
- business metrics guardrail llm agent
- kpi snapshot vs policy automation
Install
pip install skillware then SkillLoader.load_skill("monitoring/kpi_gate")
FAQ
- How is KPI Gate different from token limiter?
- token_limiter guards resource-side token budgets in agent loops. kpi_gate evaluates business metrics (bookings, revenue, etc.) against an operator charter — errors block dependent actions, warnings surface only.
- Does KPI Gate fetch CRM or analytics data?
- No. The host assembles the metrics snapshot upstream; kpi_gate is a pure auditor that validates inputs and returns findings deterministically.