← ClaudeAtlas

superforge-devlisted

Build multi-component features by decomposing the work and dispatching subagents, assigning a model tier per subtask across Claude 5, Gemini 3.6, Codex, and Kimi. Proposes Subagents versus Agent Teams topology by task complexity and token cost. Use when the user says "implement", "build this feature", "execute the plan", "in parallel", "dispatch agents", "subagents", "which model should", "実装して", "作って", "並列で", "サブエージェント", "プランを実行", "どのモデルで", or runs /superforge-dev.
takaoumehara/superforge-skill · ★ 1 · AI & Automation · score 78
Install: claude install-skill takaoumehara/superforge-skill
# Superforge Dev — Multi-Agent Building & Model Tiering Engine Use this skill when implementing multi-component features, executing complex build plans, or dispatching subagents. It ensures optimal model tiering and agent topology selection. --- ## 1. Agent Topology Proposal (Subagents vs Agent Teams) Before dispatching, evaluate and **explicitly notify the user** of the recommended structure: - **Subagents Pattern (Default — Low Token Cost)**: Use for isolated, modular tasks (building components, fixing bugs, writing tests). One-way dispatch. - **Agent Teams Pattern (Interactive — High Token Cost)**: Use when cross-perspective debate is required (architecture trade-offs, multi-agent debate). *Notification Template*: > *"Proposing **Subagents Pattern** (Sonnet 5 workers) for fast, token-efficient execution. Say 'use Agent Teams' if you prefer interactive multi-agent debate."* --- ## 2. Model Tier Classification (Claude 5 & Multi-LLM) ### Golden Rule for Claude 5: > **"判断は Opus 5, 量は Sonnet 5, 雑務は Haiku 4.5, 持久戦は Fable 5"** | Subtask Nature | Claude 5 | Gemini Env | Codex Env | Kimi Env | Effort | |---|---|---|---|---|---| | **Tier A (Judgment & Architecture)**: System architecture, PRD, code review, security | `Opus 5` | `3.6-flash` | `Codex Sol` | `K3 Max` | `high`/`xhigh` | | **Tier A (Unattended Long Runs)**: Overnight builds, 10+ step refactoring | `Fable 5` | `3.6-flash` | `Codex Sol` | `K3 Max` | `high` | | **Tier B (Volume Implementation)**: Feature workers,