add-ai-feature-policy

Community

Ship AI features safely with policy patterns.

Authorgamajose
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This description explains how to add a new deck-aware AI feature to phase-ai, including its DeckFeatures axis and companion policies (TacticalPolicy plus optional MulliganPolicy), and how to wire it into registries, tests, and plan curves to enable a single-commit ship.

Core Features & Use Cases

  • Defines a new Feature struct with axes, thresholds, and parts-based predicates for live classification via detect() and policy evaluation.
  • Provides wiring guidelines across crates (features/mod.rs, session.rs, policies/mod.rs, registry wiring, and plan/curves) to integrate the feature end-to-end.
  • Includes a comprehensive test plan template and safeguards to avoid CR drift, per-copy name expansion, and activation gating pitfalls.

Quick Start

Provide the feature name and axis details, then implement the feature module and wire it into the policy registry.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: add-ai-feature-policy
Download link: https://github.com/gamajose/MagicTheGathering/archive/main.zip#add-ai-feature-policy

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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