StudioFlow

The formal system for deterministic design–code parity.

StudioFlow operationalizes one non-negotiable standard: semantic intent must survive every transition between code and Figma without drift.

Live Website · Quick Start · North Star · Required Architecture · Project Docs

North Star

StudioFlow is built for complete bidirectional parity:

• Figma ⇄ code parity with no semantic drift
• Deterministic sync in either direction
• Framework-agnostic operation across modern web stacks

Intent is treated as a first-class artifact, including:

• UI structure and hierarchy
• stable component identity via sfid
• token semantics and references
• responsive behavior per mode/breakpoint
• style semantics, layout constraints, and content values

Why This Matters

Most teams do not fail from lack of tooling—they fail from translation loss between environments. StudioFlow eliminates manual reinterpretation by enforcing contracts, identity continuity, and auditable evidence at each handoff stage.

Primary audience:

• Design system leads
• Senior frontend engineers
• Hybrid design/engineering operators

Secondary audience:

• Engineering managers
• Product designers
• Platform and DevEx teams

Current Strengths

StudioFlow already provides strong foundations:

• deterministic token build pipeline
• pre-apply contract validation (loop:verify-canvas)
• identity continuity checks (verify:id-sync)
• operator-friendly sync wrappers (sync:push, sync:pull)
• manifest/proof artifacts for auditability

Critical Gaps Being Addressed

The parity program now explicitly addresses five architectural flaws:

1. Missing canonical intermediate representation (IR)
2. Structure sync weaker than token sync
3. Runtime/tooling bias toward React conventions
4. Partial normalization of style semantics
5. Fragmented operational documentation and command drift

Required Architecture

StudioFlow is advancing toward a canonical parity model:

1. Versioned StudioFlow IR as the deterministic contract between code and Figma
2. Deterministic engine + agentic assist split for reliability and controlled intelligence
3. Adapter architecture for html-css-js, react, vue, and svelte
4. Explicit style policy (tokenRef, namedStyleRef, resolvedLiteral)
5. Expression fidelity rules preventing token-expression overwrite from resolved exports

Universal Workflow

1. Onboard project via adapter, token mapping, sfid map, and IR baseline.
2. Push deterministic payload from IR + token authority into Figma.
3. Edit with controlled parity-safe operations.
4. Pull normalized IR diff back into source through safe apply.
5. Lock drift with strict gate execution and generated receipts.

Non-Negotiable Operating Rules

• No apply without contract verification.
• No raw style values where token references are expected.
• No sfid mutation without migration mapping.
• No expression-token overwrite from resolved pull exports.
• No undocumented workflow variants.

System Guarantees

Guarantee	Verify With	Evidence
Stable component identity parity	npm run verify:id-sync	source data-sfid + snapshots/*.json
Canvas payload contract coverage before apply	npm run loop:verify-canvas	handoff/canvas-to-code.json
Token determinism and sync discipline	npm run verify:tokens-sync	tokens/figma-variables.json and generated artifacts
Proof artifact generation for review	npm run loop:proof	proof/latest/index.html, proof/latest/summary-card.png
Manifested loop traceability	npm run manifest:update	studioflow-project/studioflow.manifest.json

Quick Start

cd studioflow-project
npm run setup:project
npm run sync:push
# Export approved handoff/canvas-to-code.json from Figma
npm run loop:verify-canvas
npm run sync:pull
npm run check
npm run build
npm run loop:proof
npm run manifest:update

Command Surface

Current stable commands:

• npm run sync:push
• npm run sync:pull
• npm run conduit:generate
• npm run loop:verify-canvas
• npm run check

Target parity commands:

• npm run ir:build
• npm run ir:verify-structure
• npm run tokens:verify-expressions
• npm run sync:orchestrate -- --direction push|pull --project-type auto

Success Criteria

StudioFlow is complete-parity ready only when all are true:

1. identical structure in code and Figma after roundtrip
2. identical token semantics preserved after roundtrip
3. identical content semantics preserved after roundtrip
4. deterministic receipts for every apply
5. onboarding works across HTML/CSS/JS and React without project-specific rewrites

Operator References

• Canonical parity guide: studioflow-project/docs/DESIGN_SYSTEM_AND_FIGMA_SYNC.md
• Implementation program: studioflow-project/docs/PARITY_CHANGE_PROGRAM.md
• Standards baseline: studioflow-project/docs/DESIGN_SYSTEM_STANDARD.md
• Conduit setup: studioflow-project/docs/CONDUIT_SETUP.md
• MCP setup: studioflow-project/docs/MCP_SETUP.md