f(Spec Decomposer)DEFINED SKILL
Break approved product intent into implementation-ready work.
- EVAL
- Tasks include acceptance criteria, dependencies, and edge cases.
- CONNECTORS
- PRD, design, GitHub, Linear
- OUTPUT
- Development task set
f(dev) / SYSTEM ITEM
Development Intelligence
Turn product intent into implementation-ready work with acceptance criteria, decomposition, code review, guardrails, and comprehension checkpoints.
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(DEV)
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(Code Review)DEFINED SKILL
Review changes against the product intent and technical risk.
- EVAL
- Findings are actionable, severity-ranked, and tied to changed behavior.
- CONNECTORS
- GitHub, CI, Brain
- OUTPUT
- Review findings and approval
f(Comprehension Check)DEFINED SKILL
Confirm the team understands what changed and why.
- EVAL
- Answers show understanding of behavior, risks, and rollback.
- CONNECTORS
- Pull request, spec, release context
- OUTPUT
- Comprehension checkpoint
PRODUCTF PROMISE
Automation should make judgment easier to see.
The spec is executable contextReview catches driftUnderstanding is part of done