system-forgelisted
Install: claude install-skill frankxai/Starlight-Intelligence-System
# System Forge
## Outcome
Design a bounded system whose topology, authority, shared state, and proof obligations are visible before execution, then compile it when a Foundry runtime is present.
## Choose the smallest system shape
- **Skill composition:** one actor can perform the work sequentially.
- **Swarm:** independent or specialized workers need explicit coordination.
- **Vertical:** domain rules, audiences, taste, and evaluation recur across several capabilities.
- **Plugin:** a set of validated skills and optional MCP connectivity must be distributed to ChatGPT and Codex.
Do not create a swarm merely to make a workflow sound advanced. Parallelism is justified only for genuinely separable work, independent evaluation, latency reduction, or permission isolation.
## Procedure
1. Start with a Task Envelope.
- Include deliverables, stakes, autonomy, capability selection, permissions, required evidence lanes, and deployment targets.
2. Resolve capabilities.
- Prefer registered skills and agents.
- Treat lexical graph suggestions as discovery hints, never silent routing decisions.
3. Choose topology.
- `manager-workers`: one owner decomposes and synthesizes.
- `handoff`: ownership moves between specialists.
- `agents-as-tools`: one agent retains control and invokes bounded specialists.
- `parallel-merge`: separable outputs join under a deterministic merge.
- `debate-synthesize`: independent hypotheses are judged and synthesized.
4. Define author