Agent 595 installs

agentic-engineering

by affaan-m/everything-claude-code

Operate as an agentic engineer using eval-first execution, decomposition, and cost-aware model routing.

Skill content

Agentic Engineering

Use this skill for engineering workflows where AI agents perform most implementation work and humans enforce quality and risk controls.

Operating Principles

- Define completion criteria before execution.

- Decompose work into agent-sized units.

- Route model tiers by task complexity.

- Measure with evals and regression checks.

Eval-First Loop

- Define capability eval and regression eval.

- Run baseline and capture failure signatures.

- Execute implementation.

- Re-run evals and compare deltas.

Task Decomposition
#everything-claude-code #affaan-m
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