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Select an existing project from the dropdown or create a new one to begin.
Stage 0 · Intelligence Intake
The Schematic
Universal domain intake. Complete the form — the platform will push back with clarifying questions (max 2 cycles) before certifying your Forge Blueprint.
Paste the full policy document, procedure description, or plain-language product idea below.
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Clarification Required — Cycle 1 of 2
Forge Blueprint
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Blueprint Certified — Stage 1 Unlocked
Forge Blueprint saved to Supabase. Pipeline stages are now available.
Stage 1 · Policy Analysis
Decision Tree Generator
Applies 14 analytical frameworks to your policy. Produces a structured decision tree with IF/THEN nodes, validation layers, and clarification questions.
Decision Tree Output
Run Prompt 1 to generate the decision tree for this project's policy.
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Context Checkpoint 1 — Policy Analysis State
Decision tree saved. Stage 2 is now available. Any future session can resume from this checkpoint without re-running Stage 1.
Stage 2 · Agent Architecture
Agent Build Plan Generator
Maps each decision node to an agent. Generates agent roster, v1 prompts, data flow, execution order, and hybrid execution plan.
Agent Build Plan
Run Prompt 2 to generate the agent build plan from the decision tree.
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Context Checkpoint 2 — Agent Architecture State
Agent roster and v1 prompts saved to project_agents. Stage 3 is now available.
Stage 3 · Rules & Reference Data
Rules Standardization Generator
Generates IF/THEN/THEREFORE rules from the build plan. Output saved to project_rules with agent tags. Use the Rules Workbench to refine after generation.
Rules Output
Run Prompt 3 to generate the rules library for this project.
Stage 4 · Test Plan
Test Plan & Seed Data Generator
Generates 12+ synthetic test scenarios across three tiers: rule unit, agent, and end-to-end. Seed rows in Row Enrichment format with expected outputs per agent.
Test Plan Output
Run Prompt 4 to generate the test plan and seed data.
Stage 5 · Agent Refinement
Agent Refinement Prompt
Run once per agent in pipeline order. Assembles predecessor actual output with sample rows to catch value format drift. Each refined prompt saves as a new version.
Refined Agent Prompt
Select an agent and run refinement to generate an updated prompt.
Stage 5b · Iteration Loop
Agent Iteration
Run → Observe → Compare → Name Failure → Refine → Save → Repeat. Certify when all Tier 1 scenarios pass.
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Select an agent to begin iteration
Choose an agent from the dropdown above to load its current prompt and run test scenarios.
Iteration Log
Stage 6 · Prompt Quality · Optional
Analyze Me · Optimize Me
General-purpose prompt quality tools. Run on any prompt in the pipeline — methodology prompts or project agent prompts.
Paste any prompt — a methodology prompt, an agent prompt, or any other prompt you want to improve.
Analysis Report
Run Analyze Me or Optimize Me on any prompt to see results here.
Stage 7 · Artifact Generation
Generate Artifacts
Generate the full handoff and commercial package. Each artifact pulls from certified agent state in Supabase.
A0 · Map
Agent Interaction Map
Post-refinement pipeline reference. Primary input for A1 and A2.
A1 · Document
Project Context Document
Single source of truth for development handoff. 11-section technical reference.
A2 · Visual
Workflow Diagram
Table-based HTML pipeline diagram. Top-to-bottom layout with Phase 2 badges.
A3 · Narrative
System Workflow Description
Narrated walkthrough for non-technical stakeholders.
A4 · Per Agent
Agent Spec
Developer conversion brief. One run per agent. Requires actual test output rows.
A5 · Commercial
Product Sheet
One-to-two page commercial document. Problem-first with Before/After table.
Artifact Output
Select an artifact above to generate it.
Project Data · Rules Workbench
Rules Library
Edit, add, and manage IF/THEN/THEREFORE rules. Each rule is tagged to the agents that use it at runtime.
0 rules loaded
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No rules yet
Run Stage 3 to generate rules from your build plan, or add rules manually.
Project Data · Matrix Manager
Reference Matrices
Upload lookup tables, crosswalks, and code sets. Paste CSV or upload a file. Tag each matrix to the agents that use it at runtime.
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No matrices yet
Add reference lookup tables, crosswalks, and code sets using the button above.
Project Data · Agent Library
Agents
All agents for this project. View prompt versions, certification status, and pipeline order.
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No agents yet
Run Stage 2 to generate the agent build plan and populate the agent library.