A rough idea in. A production prompt out.
Answer five questions. Get a complete prompt package — master prompt, system prompt, agent skills, multi-agent workflow, verification plan, harness config, and cost estimate.
Free to use · No account required
LLM OS Framework
Every output is built around the LLM-as-CPU model — identity, context, tools, verification loops, and environment grounding baked in.
Smart Clarifying Wizard
A few guided questions uncover your domain, constraints, and success criteria. The AI deduces the rest so you don't have to over-explain.
Agent Skills & Context Strategy
Get a curated skills list, context injection plan, and grounding strategy so your AI always knows what it can and cannot do.
Multi-Agent Workflow
Orchestrator + specialist structure with explicit handoff protocols. Built for tasks that need parallelism or delegated specialisation.
Verification & Environment Plan
Self-check checklists, human review gates, and environment constraints. No AI output ships unverified.
Cost Optimisation
Token estimates, model tier recommendations, prompt caching strategies, and batching tips to cut your AI spend by 50%+.
One goal. Eight outputs.
Every prompt package covers all the layers your AI system needs to work reliably in production.
Master Prompt
Ready-to-paste, zero placeholders
System Prompt
Identity, constraints, persona
Agent Skills
Curated capability list
Context Strategy
What to inject and how
Multi-Agent Flow
Orchestrator + specialists
Verification Plan
Self-check + human gates
Harness Config
Claude Code settings / hooks
Cost Estimate
Tokens, tiers, caching tips