genesis-pro 0.1.3

NoCode2ProCode by TrustEngines: Claude Code-native no-code/low-code/design/website to production pro-code framework.

NoCode2ProCode Genesis

AI-powered framework that converts any no-code / low-code platform into production-grade applications

Genesis takes your existing Appian, Mendix, PowerApps, OutSystems, Figma, screenshots, BRDs, videos, or API specs — and generates a complete, deployable Next.js + FastAPI + Prisma application using Claude AI with a 46-stage governed pipeline.

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How Genesis Works

YOUR INPUT                EXTRACTION            INTELLIGENCE           GENERATION
──────────────────────────────────────────────────────────────────────────────────
  BRD / DOCX          ─►  Appian SAIL       ─►  Semantic Graph    ─►  Next.js screens
  Screenshots         ─►  Mendix microflow  ─►  Component Linker  ─►  FastAPI routes
  Figma / Stitch      ─►  PowerApps Fx      ─►  Screen Flow       ─►  Prisma schema
  Video walkthrough   ─►  Video (5-stage)   ─►  Symbolic Exec     ─►  Zod validation
  Appian export       ─►  SAIL translator   ─►  Graph ML          ─►  ACL middleware
  API / DB schema     ─►  Screenshot OCR    ─►  BRD Gate          ─►  TypeScript types
                                                Source Truth       ─►  Test scaffold
                                                Evidence Graph
                                                     │
                                                     â–¼
                                            CONFIDENCE GATE
                                        PROCEED / WARN / BLOCK
                                           (threshold 0.70)

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Project Structure

NoCode2ProCode-Genesis/
│
│── FRAMEWORK CORE ─────────────────────────────────────────────────────────
│
├── src/                        Python implementation — the brain of Genesis
│   └── genesis_framework/
│       ├── core/               Orchestrator (46 stages), CLI, config, flow
│       ├── extraction/         Platform extractors: Appian, Mendix, PowerApps,
│       │                         OutSystems, video, SAIL, PowerFx, screenshot
│       ├── intelligence/       Semantic graph, component linker, screen flow
│       │                         detector, symbolic executor, graph ML
│       ├── gates/              BRD confidence gate, approval gates, source truth
│       ├── generation/         Evidence-gated code gen, validation, ACL,
│       │                         data binding, scaffold
│       ├── agents/             LLM client, dispatcher, runner, token manager
│       ├── design/             Design strategy, quality, visual fidelity
│       ├── quality/            QA runner, repair loop, scorecard
│       ├── delivery/           Stack resolver, migration mode, provider routing
│       └── memory/             Memory runtime, intermediate representation (IR)
│
│── GOVERNANCE ──────────────────────────────────────────────────────────────
│
├── .genesis/                   46-stage pipeline + all governance YAML files
│   ├── genesis.flow.yaml       Stage definitions and objectives
│   ├── genesis.stack.yaml      Stack selection rules
│   ├── genesis.agents.yaml     Agent roles and responsibilities
│   ├── genesis.design.yaml     Design strategy decision rules
│   ├── genesis.policy.yaml     Compliance and secret policy gates
│   ├── genesis.tools.yaml      Tool access control per stage
│   └── genesis.capabilities.yaml
│
├── config/                     All configuration: schemas, policies, prompts
│   ├── schemas/                JSON schemas for all Genesis artifacts
│   ├── policies/               Cedar and Rego policy definitions
│   └── prompts/                Stage-level prompt templates
│
│── AGENT SWARM ─────────────────────────────────────────────────────────────
│
├── agents/                     Agent role definitions (scaffold — see src/agents/)
│
│── EXTERNAL INTEGRATIONS ───────────────────────────────────────────────────
│
├── integrations/               External tool connectors
│   ├── runtime/                Playwright, Firecrawl, sandbox, screenshots
│   └── mcp/                    MCP gateway and gated tool access
│
│── ENGINE (PLANNED MODULES) ────────────────────────────────────────────────
│
├── engine/                     Future standalone packages (Python impl in src/)
│   ├── packages/               Decoupled engine modules (scaffold)
│   ├── adapters/               Platform adapter stubs (Python impl in extraction/)
│   ├── generators/             Generator stubs (Python impl in generation/)
│   └── apps/                   CLI / API / Dashboard stubs
│
│── COMPLIANCE ──────────────────────────────────────────────────────────────
│
├── compliance/                 GDPR, HIPAA, SOC2, EU AI Act definitions (scaffold)
│
│── TEMPLATES ───────────────────────────────────────────────────────────────
│
├── templates/                  Jinja2 code generation templates
│   ├── react/                  Next.js page template
│   ├── database/               SQL migration template
│   ├── cicd/                   GitHub Actions template
│   ├── docker/                 Dockerfile template
│   ├── java-spring/            Spring entity template
│   └── kubernetes/             K8s deployment template
│
│── INPUT / OUTPUT ──────────────────────────────────────────────────────────
│
├── workspace/{project}/inputs/           DROP YOUR SOURCE FILES HERE to start a migration
│   ├── images/                 Screenshots, Figma exports, UI mockups
│   ├── videos/                 Video walkthroughs of the no-code app
│   └── raw_data/               BRDs, exports, API specs, DB schemas
│
├── workspace/{project}/output/               Generated applications land here
│
│── MEMORY / EVIDENCE ───────────────────────────────────────────────────────
│
├── memory/                     Persistent cross-session memory (graph + vector)
├── evidence/                   Extraction artifacts saved per migration run
│
│── TESTING ─────────────────────────────────────────────────────────────────
│
├── tests/                      Python test suite
├── benchmarks/                 Performance benchmark cases
├── evals/                      Framework evaluation suites (adapter, generator, model)
│
│── DOCUMENTATION ───────────────────────────────────────────────────────────
│
├── docs/
│   ├── manuals/                Full User Manual HTML files
│   ├── reports/                Decision reports (design, stack, quality)
│   ├── playbooks/              How-to guides for key workflows
│   └── ARCHITECTURE.md         Deep-dive architecture reference
│
├── examples/                   Reference migrations (admin dashboard, customer portal)
│
│── OPERATIONS ──────────────────────────────────────────────────────────────
│
├── scripts/                    Setup and utility scripts
│   ├── install-genesis.ps1     Quick installer (also at root for discoverability)
│   ├── install_genesis_all.ps1 Full E2E installer
│   ├── validate_prereqs.ps1    Prerequisite checker
│   ├── generate_module_index.py  Regenerates MODULE_INDEX.md
│   └── migrate_structure.py    Domain folder migration utility
│
│── ROOT FILES (ESSENTIAL ONLY) ─────────────────────────────────────────────
│
├── CLAUDE.md                   Claude Code execution rules (MUST stay at root)
├── README.md                   This file
├── USER_MANUAL.md              User guide
├── PREREQUISITES.md            Setup requirements
├── MODULE_INDEX.md             Module inventory
├── MODULE_MAP.md               Module dependency map
├── pyproject.toml              Python package config
├── install-genesis.ps1         Quick-start entry point
└── .env.example                Environment variable template

---

Quick Start

# 1. Install everything
powershell -NoProfile -ExecutionPolicy Bypass -File .\install-genesis.ps1

# 2. Add your source files
copy migration_inputs\migration_request.example.yaml migration_inputs\migration_request.yaml
# → Put BRDs, screenshots, exports in workspace/{project}/inputs/

# 3. Run the migration
.\.venv\Scripts\nocode2procode.exe migrate

Or in Claude Code, just type: install Genesis E2E

---

Implementation Status

Layer	Folder	Status
Core orchestrator (46 stages)	src/genesis_framework/core/	IMPLEMENTED
Platform extractors (Appian, Mendix, PowerApps, video)	src/genesis_framework/extraction/	IMPLEMENTED
Intelligence pipeline (semantic graph, component linker, screen flow, symbolic exec, graph ML)	src/genesis_framework/intelligence/	IMPLEMENTED
Evidence gates (BRD confidence, approval, source truth)	src/genesis_framework/gates/	IMPLEMENTED
Code generation (evidence-gated, validation, ACL, data binding)	src/genesis_framework/generation/	IMPLEMENTED
Agent infrastructure (LLM client, dispatcher, runner, token mgr)	src/genesis_framework/agents/	IMPLEMENTED
Design strategy + visual fidelity	src/genesis_framework/design/	IMPLEMENTED
QA runner + repair loop + scorecard	src/genesis_framework/quality/	IMPLEMENTED
Stack/provider/delivery routing	src/genesis_framework/delivery/	IMPLEMENTED
Agent role definitions	agents/	SCAFFOLD
External runtime tools (Playwright, Firecrawl)	integrations/runtime/	SCAFFOLD
MCP gateway	integrations/mcp/	SCAFFOLD
Standalone engine packages	engine/packages/	SCAFFOLD
Compliance definitions (GDPR, HIPAA, SOC2)	compliance/	SCAFFOLD

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What Goes Where

You want to...	Look here
Understand the migration pipeline	.genesis/genesis.flow.yaml
Change how a platform is extracted	src/genesis_framework/extraction/
Change how code is generated	src/genesis_framework/generation/
Adjust confidence thresholds	src/genesis_framework/gates/
Add a prompt template	config/prompts/
Add a JSON schema	config/schemas/
See a generated app	workspace/{project}/output/
Drop migration inputs	workspace/{project}/inputs/
Read the full user manual	docs/manuals/

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Key Concepts

Semantic Graph — Every extracted screen, component, field, API, and entity becomes a node with an evidence confidence score (0.0–1.0). Generation tier is assigned automatically: FULL (≥0.75), REVIEW (≥0.50), STUB (≥0.25), TODO (<0.25).

Constitutional AI Gate — 8 rules govern what can be generated. Ambiguous nodes go through a Skeptic/Believer/Judge multi-agent debate before code is written.

BRD Confidence Gate — After extraction, Genesis scores the BRD understanding. PROCEED (≥0.70) / WARN (≥0.40) / BLOCK (<0.40). Humans can approve, edit, or reject before generation starts.

Evidence-Gated Generation — Code is only written when evidence supports it. Low-evidence sections get STUB or TODO markers, never hallucinated code.