NoCode2ProCode Genesis reads migration_inputs/, classifies packages, websites, videos, BRDs, screenshots, schemas, APIs, and local runtime evidence, then builds a canonical app spec, generates code, runs repair + QA readiness checks, prepares handoff, and saves verified learning.
Genesis is built for the moment when exports, screenshots, docs, and runtime clues need to become an owned production codebase.
Your real app knowledge is split across exports, BRDs, screenshots, videos, APIs, schemas, and human memory instead of one reliable engineering source.
Without source-truth resolution and a canonical app spec, rebuilds drift, assumptions pile up, and teams lose confidence in what should actually be built.
Most conversions stop at mockups. They do not include structured QA, repair reports, replay evidence, approval checkpoints, readiness artifacts, or reusable migration memory.
You need more than generated code. You need a runtime that can orchestrate extractors, builders, QA, security, delivery readiness, and learning in one controlled flow.
Genesis coordinates extractor, planner, builder, validation, readiness, and memory agents across one migration runtime. The current local pipeline adds BRD intelligence, screenshot analysis, local HTML capture, repair reporting, QA gates, and a production readiness scorecard.
Genesis validates inputs, starts the runtime session, routes models, retrieves prior verified memory, and records the migration manifest.
Extractor agents gather platform AST, website AST, BRD requirements, screenshot hints, local runtime capture, API hints, database clues, and source baseline artifacts.
Genesis compares evidence, scores confidence, builds the migration BRD, ULC-IR, design IR, and freezes the canonical app specification.
Builder agents generate frontend, backend, database, tests, docs, delivery-readiness files, and design-system outputs from the canonical contract.
The runtime executes preflight repair, code quality gates, JSON validation, route checks, Python syntax checks, security scanning, replay dashboard creation, final approval, readiness scoring, and verified memory writeback.
Genesis cross-checks exports, docs, website clues, browser evidence, APIs, and database hints before anything becomes canonical.
| Evidence Signal | Supporting Artifact | Confidence | Canonical Decision |
|---|---|---|---|
| PowerApps export shows request statuses | platform_ast.json | ● High | Workflow enum contract |
| Local runtime capture reads page title, buttons, forms, inputs, and links | runtime_evidence.json | ● High | UI actions + capture evidence |
| Website reference suggests dashboard layout | website_ast.json | ● Medium | Design strategy guidance |
| BRD notes say manager approval is required | document_intent.json | ● Medium | Human review assumption |
| OpenAPI spec defines notification contract | api_ast.json | ● High | Integration contract |
| Schema export defines attachment relationships | db_ast.json | ● Medium | DB model + storage flow |
Genesis produces the migration workspace, QA reports, repair evidence, readiness artifacts, and learning outputs needed to keep improving the next run.
Generated from the canonical spec with routes, forms, dashboards, and component structure ready for repair and polish.
Generated service scaffold with APIs, validation, integration contracts, auth boundaries, and observability hooks.
Database models, migrations, relationship hints, and data-contract outputs derived from source evidence.
Local secret-pattern scanning, security review JSON, compliance notes, and approval-sensitive migration signals.
Required-file checks, JSON validation, route checks, Python syntax checks, repair logs, and test reports.
Deployment scaffolding, CI-ready structure, approval files, and production readiness scorecard for local handoff.
README, architecture docs, migration reports, and traceability artifacts packaged with the run.
Verified memory packets, reusable migration patterns, and learning reports captured after approval.
Genesis now runs local repair preflight, required-file checks, JSON validation, route consistency, Python syntax checks, optional Ruff checks, backend health smoke checks, secret scanning, and readiness scoring before approval.
Accept PowerApps, website, document, and mixed evidence migrations and route them through one consistent runtime.
Build migration BRDs, ULC-IR, design IR, and canonical specs before generation so teams stop rebuilding from guesswork.
Use local runtime capture, replay dashboards, and source-truth scoring to make migrations explainable.
Generate frontend, backend, database, tests, docs, and delivery-readiness scaffolds from one migration contract.
Run repair preflight, quality gates, security review, readiness scoring, and approval reporting before handoff.
Save verified migration patterns and memory packets so future migrations improve instead of starting cold.
This integrated manual explains what the framework is, why TrustEngines built it, how to install it locally, how the pipeline works, what each agent does, which commands are available, what files get produced, and how to review the outputs safely.
NoCode2ProCode Genesis by TrustEngines is an input-first migration framework that turns low-code packages, websites, videos, documents, screenshots, schemas, and local runtime evidence into reviewable pro-code workspaces.
Reads packages, URLs, docs, screenshots, videos, APIs, and schemas as migration evidence.
Resolves conflicts, scores confidence, and creates a canonical app spec before generation.
Creates scaffold outputs, QA reports, repair logs, replay files, approval artifacts, readiness scorecards, and verified memory packets.
Genesis is meant to help teams understand existing apps before rebuilding them, then generate reviewable outputs with QA and delivery structure.
Reads packages, docs, websites, screenshots, videos, APIs, configs, and schemas as evidence.
Resolves conflicting sources, scores confidence, and freezes a canonical app spec before generation.
Creates planning artifacts, scaffold outputs, QA reports, repair reports, replay files, approval files, readiness scorecards, and verified memory packets.
This setup is based on the current Genesis repo contracts and is trimmed for local end-to-end work only. It installs the framework, website/UI test stack, local quality tools, and PowerApps support, while intentionally skipping deployment tooling.
$ErrorActionPreference = "Stop"
Set-ExecutionPolicy -Scope Process Bypass -Force
# ---- CHANGE ONLY IF YOUR REPO PATH IS DIFFERENT ----
$Repo = "C:\Users\Vishwas\Desktop\AI\1.Python Work Space\NoCode2ProCode-Genesis"
$ClaudeHome = "$env:USERPROFILE\.claude"
function Require-Cmd($Name, $HelpText) {
if (-not (Get-Command $Name -ErrorAction SilentlyContinue)) {
throw "Missing required command: $Name. Please install $HelpText first, then run this block again."
}
}
Require-Cmd python "Python 3.11+"
Require-Cmd git "Git"
Require-Cmd node "Node.js 20+"
Require-Cmd npm "Node.js 20+"
Set-Location $Repo
Write-Host "`n=== 1) Genesis Python runtime ===" -ForegroundColor Cyan
if (-not (Test-Path ".\.venv")) { python -m venv .venv }
& .\.venv\Scripts\Activate.ps1
python -m pip install --upgrade pip
pip install -e ".[dev]" semgrep schemathesis locust testcontainers
Write-Host "`n=== 2) Claude slash commands + Genesis skill ===" -ForegroundColor Cyan
& .\scripts\install_genesis.ps1 -ClaudeHome $ClaudeHome -InstallSkill
Write-Host "`n=== 3) Local website / UI / animation / E2E stack ===" -ForegroundColor Cyan
if (-not (Test-Path ".\package.json")) { npm init -y | Out-Null }
npm install -D @playwright/test @axe-core/playwright pixelmatch pngjs motion lighthouse
npx playwright install chromium
Write-Host "`n=== 4) Spec + contract generators ===" -ForegroundColor Cyan
npm install -g @openapitools/openapi-generator-cli @asyncapi/generator
Write-Host "`n=== 5) Local quality + security tools (no deploy tools) ===" -ForegroundColor Cyan
pip install --upgrade semgrep
if (Get-Command winget -ErrorAction SilentlyContinue) {
winget install --id Gitleaks.Gitleaks -e --accept-package-agreements --accept-source-agreements
winget install --id Anchore.Syft -e --accept-package-agreements --accept-source-agreements
winget install --id Anchore.Grype -e --accept-package-agreements --accept-source-agreements
winget install --id AquaSecurity.Trivy -e --accept-package-agreements --accept-source-agreements
winget install --id Google.OSV-Scanner -e --accept-package-agreements --accept-source-agreements
} else {
Write-Host "winget not found -> manually install: Gitleaks, Syft, Grype, Trivy, OSV-Scanner" -ForegroundColor Yellow
}
Write-Host "`n=== 6) PowerApps / low-code extractor support ===" -ForegroundColor Cyan
if (-not (Get-Command pac -ErrorAction SilentlyContinue)) {
$DotnetInstall = Join-Path $env:TEMP "dotnet-install.ps1"
Invoke-WebRequest https://dot.net/v1/dotnet-install.ps1 -OutFile $DotnetInstall
& powershell -ExecutionPolicy Bypass -File $DotnetInstall -Channel 10.0
$env:PATH += ";$env:USERPROFILE\.dotnet;$env:USERPROFILE\.dotnet\tools"
dotnet tool install --global Microsoft.PowerApps.CLI.Tool
}
Write-Host "`n=== 7) Contract testing support ===" -ForegroundColor Cyan
if (-not (Get-Command pact -ErrorAction SilentlyContinue)) {
Invoke-WebRequest -UseBasicParsing https://raw.githubusercontent.com/pact-foundation/pact-cli/main/install.ps1 | Invoke-Expression
}
Write-Host "`n=== 8) Seed Genesis input folder + verify CLI ===" -ForegroundColor Cyan
if (-not (Test-Path ".\migration_inputs")) {
New-Item -ItemType Directory -Path ".\migration_inputs" | Out-Null
}
if ((Test-Path ".\migration_inputs\migration_request.example.yaml") -and -not (Test-Path ".\migration_inputs\migration_request.yaml")) {
Copy-Item ".\migration_inputs\migration_request.example.yaml" ".\migration_inputs\migration_request.yaml" -Force
}
nocode2procode validate
nocode2procode plan
nocode2procode install-plan
Write-Host "`n=== 9) MANUAL CLAUDE-CODE INTEGRATIONS STILL NEEDED ===" -ForegroundColor Yellow
Write-Host "UI/UX Pro Max -> install/configure as a Claude skill in the active environment"
Write-Host "21st.dev Magic -> add/configure the Magic MCP in Claude Code"
Write-Host "Figma MCP -> connect if you want design/Figma extraction"
Write-Host "Firecrawl MCP -> connect if you want deep website crawling"
Write-Host "Context7 MCP -> connect for docs/runtime research in the pipeline"
Write-Host "E2B MCP -> connect for sandboxed generate/repair stages"
Write-Host "Postgres MCP (RO) -> connect only if reading live DB schema/data"
Write-Host ""
Write-Host "Local-only Genesis E2E stack is ready. Deployment tools were intentionally skipped." -ForegroundColor Green
Write-Host "Next step: put files into migration_inputs and run: nocode2procode migrate" -ForegroundColor Green
The framework is input-first. It starts from whatever evidence you have, then extracts and normalizes that evidence before planning the build.
C:\Users\Vishwas\Desktop\AI\1.Python Work Space\NoCode2ProCode-Genesis\migration_inputs
Power Platform solution zips, .msapp, and Src/*.pa.yaml sources.
URLs, local/file HTML pages, navigation hints, screenshots, layouts, and public web evidence.
BRDs, notes, PDFs, DOCX files, PPTX decks, functional requirements, acceptance criteria, and mockup references.
Videos, screenshots, browser evidence plans, local HTML capture, visible workflows, and runtime UI clues.
SQL, CSV, Excel, table designs, and relationship hints.
XML, JSON, YAML, OpenAPI, integration contracts, and environment clues.
Most users only need one command to kick off the end-to-end migration runtime. Everything else exists to inspect, refine, or review a run.
nocode2procode migrate
Reads all files from migration_inputs/, classifies sources, extracts BRD requirements, screenshot hints, website/runtime evidence, resolves source truth, builds BRD + IR + canonical spec, plans agents + runtime + memory, generates scaffold outputs, runs repair + QA + readiness checks, creates replay and approval outputs, and saves verified learning.
Genesis does not jump straight from input to code. Extraction is only the front half; the rest of the system plans, validates, and documents the migration.
Loads the input folder, validates framework configuration, starts the runtime session, and prepares model/provider routing.
Builds the source baseline and the structured execution plan for the migration runtime.
Normalizes platform, website, document, API, DB, screenshot, and runtime evidence into structured artifacts.
Plans browser evidence and captures local/file/localhost HTML metadata such as title, links, forms, buttons, and inputs when available.
Compares package evidence, website signals, docs, APIs, DB clues, and runtime hints before generation.
Turns extracted evidence into the migration brief, ULC-IR, design IR, and canonical app plan.
Runs deterministic scaffold generation for frontend, backend, tests, docs, and local delivery-readiness structure.
Runs repair preflight, JSON validation, route checks, syntax checks, optional Ruff checks, backend health smoke, secret scan, and scorecard generation.
Creates replay files, approval artifacts, local handoff reports, and verified memory writeback packets.
The framework uses two major families of agents: extractor/planning agents and build/delivery agents. Each has a clear responsibility and a known output surface.
These agents read the incoming evidence and turn it into structured baseline artifacts before planning begins.
Classifies migration inputs, identifies source types, and starts the baseline for the run.
Extracts Power Platform and Power Apps exports into normalized AST artifacts.
Normalizes website URLs, local HTML pages, screenshots, and supporting web evidence into website AST artifacts.
Pulls migration intent, BRD expectations, requirements, acceptance criteria, roles, workflows, and mockup references from business docs.
These agents turn extracted evidence into the planning system that the generators can trust.
Captures local/file/localhost HTML evidence and plans deeper browser/runtime capture for walkthrough flows.
Builds the structured execution plan for extractor, planner, generator, repair, QA, and readiness waves.
Resolves conflicts across export, runtime, API, DB, website, and design evidence before generation.
Turns extracted evidence into the migration brief, IR, and canonical app spec before code generation.
Retrieves relevant prior migration patterns before planning and saves trustworthy memory after approval.
These agents turn the canonical spec into product structure, design direction, and code scaffolding.
Defines the product experience before component and code generation.
Generates the frontend scaffold, routes, screens, and UI structure for the migration.
Generates API services, backend structure, validation, auth, and integration contract scaffolding.
These agents review, repair, package, and document the migration workspace before handoff.
Runs repair preflight, tracks failures, writes patch logs, and supports scaffold quality gates.
Handles local secret scanning, security review, compliance notes, risk reporting, and approval readiness outputs.
Prepares local delivery-readiness artifacts, CI structure, Docker scaffolding, and handoff packaging without deploying infrastructure.
Writes README, architecture docs, handoff guides, and migration documentation for the workspace.
Use the main migrate command most of the time. The rest are useful for inspection, setup, validation, and reviewing a current workspace.
| Command | When to use it | What it gives you |
|---|---|---|
| nocode2procode validate | Before running the framework or after config edits. | Checks that the YAML/config files are internally consistent. |
| nocode2procode plan | When you want to see the ordered pipeline stages. | A stage plan view for the migration entrypoint. |
| nocode2procode install-plan | When you need to know tool expectations and install modes. | Install guidance based on framework policy. |
| nocode2procode check-tool <stage> <tool> | When checking stage-specific tool permissions. | Whether that tool is allowed in that stage. |
| nocode2procode route <signal> | When exploring routing signals like website URLs or PowerApps exports. | How a signal maps to tools, stages, and prompts. |
| nocode2procode init-workspace "App Name" | When you want a prepared workspace before a run. | A migration workspace and default folder structure. |
| nocode2procode estimate "App Name" | When you need a dry-run effort placeholder. | A lightweight estimate output. |
| nocode2procode visual-lock <screen_id> | When you want a starter visual lock spec. | A basic visual_lock_spec.json. |
| nocode2procode design-strategy | When defining Magic mode, UI/UX direction, and motion. | Design strategy outputs and decisions. |
| nocode2procode design-quality | When reviewing design quality signals. | A starter design quality report. |
| nocode2procode stack-resolve "<prompt>" | When deciding stack and delivery mode from the migration goal. | Stack resolution guidance. |
| nocode2procode discover | When you want intake, discovery, extraction, and runtime planning only. | Baseline evidence artifacts and discovery outputs. |
| nocode2procode plan-run | When you want planning without generation. | Source truth, IR validation, canonical spec, and visual contract setup. |
| nocode2procode generate | When you want deterministic scaffold generation only. | Generated structure under the migration workspace. |
| nocode2procode qa | When you want local quality gates without a full migration rerun. | Code quality, test, security, repair, and readiness-oriented outputs. |
| nocode2procode replay | When you want the replay dashboard and traceability outputs. | Replay artifacts for the current workspace. |
| nocode2procode migrate | The main end-to-end runtime command. | Discovery, planning, generation, repair, QA, security, replay, approval, readiness, and learning artifacts. |
| nocode2procode genesis-migrate | When you use the compatibility alias. | Same behavior as nocode2procode migrate. |
| nocode2procode sessions | When you want to list known runtime sessions. | A list of migration sessions and current states. |
| nocode2procode status "C:\path\to\workspace" | When you want to inspect one workspace state. | Runtime session, last completed stage, and approval status. |
Genesis writes both planning artifacts and generated project structure. Review these outputs to understand what the runtime believed, what it generated, and what still needs human attention.
Shows the run identity, intake inventory, and session state for the migration.
Holds the extracted source evidence that the planning runtime depends on.
Explains how runtime/browser evidence should be captured and records local/file HTML evidence when available.
Shows what the system trusted, what conflicted, and what contract the builders followed.
Contains the production-oriented structure for UI, services, validation, tests, local delivery readiness, and documentation.
Keeps track of what was generated, which stages completed, and what repair preflight changed or checked.
Provides review visibility into the migration, records approval state, and summarizes local production readiness.
Shows what prior learning was reused and what verified learning is now ready to save.
All generated migration workspaces are written under genesis_apps/.
This is the cleanest path for most users, especially if you are running Genesis for the first time.
The framework is meant to move forward on its own when the signals are clear, and stop when the decision has hidden risk or needs approval.
This section is here so users can get unstuck quickly without reading the whole framework source.
Genesis reads the input folder, extracts and resolves evidence, generates the migration workspace, runs repair + QA + readiness checks, prepares local handoff, and stores verified learning for the next run.