f(Test Plan)DEFINED SKILL
Derive a test plan from changed behavior and risk.
- EVAL
- Coverage maps to acceptance criteria and failure modes.
- CONNECTORS
- PRD, design, code, CI
- OUTPUT
- Risk-based test plan
f(test) / SYSTEM ITEM
Test Intelligence
Derive test plans from product intent and implementation risk across UI, API, and conversational surfaces, then learn from failures after release.
WHAT IT TAKES IN
Context becomes useful when the inputs are named.
WHAT IT GIVES BACK
Outputs you can pick up and act on.
DEFINED SKILLS INSIDE F(TEST)
From a module name to work you can run.
Each function is a defined skill with its own purpose, evaluation boundary, connector context, and output artifact. That is what makes a module useful in practice.
f(Risk Prioritizer)DEFINED SKILL
Prioritize test effort where a failure would matter most.
- EVAL
- Risk ranking exposes impact, likelihood, and confidence.
- CONNECTORS
- Pipeline, incidents, dependencies
- OUTPUT
- Test risk matrix
f(Flaky Test Detective)DEFINED SKILL
Identify unstable tests and separate signal from noise.
- EVAL
- Failure history, environmental patterns, and next action are visible.
- CONNECTORS
- CI, test runs, deployment history
- OUTPUT
- Flaky test report
PRODUCTF PROMISE
Automation should make judgment easier to see.
Coverage follows riskTests explain what they protectFailures improve the next plan