agentic-engineeringlisted

# CIEL ADAPTATION: Agentic Engineering This skill provides CIEL's operational framework for high-efficiency, agent-led engineering. It coordinates task decomposition, model tier routing, and eval-driven verification. ## Integration Context Adapted from `~/.agents/skills/agentic-engineering/`. This skill transforms CIEL into an active "Engineering Factory" by standardizing how sub-tasks are delegated and verified. ## Operating Principles ### 1. Eval-First Loop Define capability and regression evals **before** implementation. CIEL must capture failure signatures as the baseline for all engineering tasks. ### 2. Task Decomposition (The 15-Minute Rule) Decompose work into independent, verifiable units. Each unit must have a single dominant risk and a clear "done" condition. ### 3. Model Tier Routing - **Efficiency Tier (Flash)**: Classification, boilerplate, narrow edits. - **Implementation Tier (Pro/Default)**: Standard feature implementation and refactoring. - **Reasoning Tier (Experimental/Large)**: Architecture, root-cause analysis, complex invariants. ## Orchestration Logic ### 1. Planning The **orchestration** skill must apply the 15-minute unit rule when breaking down complex roadmaps. ### 2. Review Gate AI-generated code for high-risk components must be reviewed by the **Council of Five**, focusing on invariants, security, and auth assumptions. ### 3. Cost & Performance Tracking Use **MemPalace** to record token estimates, retries, and success rates per t