sk Skill · affaan-m
agentic-engineering
Operate as an agentic engineer using eval-first execution, decomposition, and cost-aware model routing. Use when planning or executing engineering work that agents will carry out end to end.
Open on skills.sh ↗read 2026-09-15
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JavaScript
A SKILL.md that instructs an AI coding agent to work as an 'agentic engineer' following eval-first execution, task decomposition, and cost-aware model routing. It defines operating principles, an eval loop, a 15-minute unit rule for task sizing, model-tier routing guidance, session strategy, review priorities for AI-generated code, and per-task cost tracking.
Reach for it when planning or running engineering work that agents will execute end to end and you want structured quality and cost controls.
Use it to
- Define evals before implementation
- Decompose work into agent-sized units
- Route tasks to appropriate model tiers
- Review AI-generated code for invariants and risk
- Track per-task model and token costs
For Engineers directing AI agents on implementation work
- Host repository
- affaan-m/ECC
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- JavaScript
topicsagentic-engineeringevalstask-decompositionmodel-routingcode-reviewcost-discipline