smithery.ai

design-asset-parser

Parses design assets (PDF, CSS) to generate a draft design spec.

First seen Mar 29, 2026

Installation

$ npx skills add https://smithery.ai

Similar popular skills

Related neighbors and high-traction skills in the same topics — useful to compare before installing.

Also in this package

Other skills from smithery.ai · top by installs.

npx skills add https://smithery.ai

Browse all from smithery.ai

More details

Agent compatibility

Declared targets from SKILL.md / docs. Unmarked agents are not listed — the skill may still install via the CLI.

Claude Code Declared
Cursor Not declared
Codex Not declared
GitHub Copilot Not declared
Windsurf Not declared
Gemini CLI Not declared
Cline Not declared
OpenCode Not declared

Skill metadata

Parsed from SKILL.md frontmatter.

Declared agents claude-code

Package contents

Files included with this skill beyond the listing page.

  • skill md SKILL.md 7,400 B
  • docs SUMMARY.md 91 B

History

  1. First seen on skills.sh
  2. First recorded snapshot · 1 installs

SKILL.md

Design Asset Parser Skill

Purpose: Parse design deliverables (Figma export images/CSS/HTML, screen-spec PDF) to produce a draft dev spec
Outputs: {tasksRoot}/{feature-name}/design-spec.md, pending-questions.md
When to use: Before implementing a new feature when design assets are provided


Role

Automatically extract UI/feature requirements from design assets and generate a structured spec that developers can implement immediately.

Input file types

  1. Screen-spec PDF: .claude/docs/design-assets/*.pdf
  2. Figma export: images (PNG/JPG), CSS/HTML export
  3. Design guide: color/font/spacing tokens

Key capabilities

  • Extract text/images from PDF (OCR supported)
  • Extract components/style tokens from CSS/HTML export
  • Structure UI elements, validation, states, edge cases
  • Auto-detect unclear requirements and generate questions

Triggers

Call automatically or manually in these cases:

Automatic triggers

  1. PDF added under .claude/docs/design-assets/
  2. Figma export zip added
  3. Moonshot Agent classifies as new feature and finds design asset paths

Manual triggers

# Example user requests
"Parse the screen-spec PDF and create a dev spec"
"Analyze Figma export CSS and organize style tokens"

Flow

Step 1: Verify input files (1m)

Input file list:
- Screen spec: .claude/docs/design-assets/batch-management_v3.pdf
- Figma export: .claude/docs/design-assets/batch-management-export.zip
- Feature name: batch-management

Step 2: Parse PDF (3-5m)

Work:

  • Extract PDF text (read PDF with Read tool)
  • Extract images and run OCR (if needed)
  • Identify section structure (screen layout, field definitions, feature requirements)

Extract items:

  • Page/modal/tab structure
  • Form fields: name, type, required, default, validation
  • Table/Grid: columns, sort/filter, paging, empty state
  • Buttons/actions: label, action, enable/disable conditions
  • State/error/loading: message rules

Step 3: Parse CSS/HTML (2-3m)

Work:

  • Extract CSS variables (color, font, spacing)
  • Extract component classes and variants (Primary/Secondary/Disabled)
  • Identify HTML structure (layout, component hierarchy)

Extract items:

/* Style tokens */
--color-primary: #1a73e8;
--font-size-base: 14px;
--spacing-md: 16px;

Step 4: Draft spec (5-10m)

Output file: {tasksRoot}/{feature-name}/design-spec.md

Base structure:

# Design-based Development Spec

## Screen Overview
- Page structure
- Main flow

## UI Elements and Behavior
### Form Fields
| Field | Type | Required | Default | Validation |
|--------|------|---------|--------|------------|

### Table Columns
| Column | Sort | Filter | Notes |
|--------|------|--------|------|

### Buttons/Actions
- Button: action description

### State/Error/Loading
- Loading: spinner location
- Success/Error: message rules

## Style Tokens
- Colors, fonts, spacing

## Asset Manifest
- Image/icon list

## Extraction Evidence
- Source files, page numbers

## Open Questions
- List of unclear requirements

Step 5: Record open questions (1-2m)

Output file: {tasksRoot}/{feature-name}/pending-questions.md

# Pending Questions

## Date: {YYYY-MM-DD}

### Priority: HIGH
1. **Question title**
   - Source: design-spec.md section
   - Question: specific question
   - Impact: impact on implementation/design

Step 6: Summarize results and next steps

OK Design Asset Parser Skill complete

## Outputs
- design-spec.md: N UI elements, N style tokens
- pending-questions.md: N open questions

## Next steps
1. Resolve HIGH priority questions in pending-questions.md
2. Call Requirements Analyzer Agent
3. Call Context Builder Agent

Prompt Template

You are the Design Asset Parser Skill.
Read design assets and structure a dev spec.

## Input
- Design file paths: {designPaths}
- Target feature name: {featureName}
- Existing design-spec.md: {hasSpec}

## Tasks
1. Read PDF/Figma export files (use Read tool)
2. Extract UI elements (Form/Table/Button/State)
3. Specify validation/edge cases
4. Extract style tokens (if CSS exists)
5. Build asset manifest
6. Organize open questions

## Output
- `{tasksRoot}/{feature-name}/design-spec.md`: structured dev spec
- `{tasksRoot}/{feature-name}/pending-questions.md`: open questions list

## Quality bar
- UI elements in table format
- Validation rules clearly specified (length/pattern/range)
- Convert ambiguous requirements into questions
- Priority included (HIGH/MEDIUM/LOW)

Usage Examples

Example 1: Parse screen-spec PDF

User: "Parse the screen-spec PDF and create a dev spec.
       Path: .claude/docs/design-assets/batch-management_v3.pdf
       Feature: batch-management"

Design Asset Parser Skill ->
1. Read PDF (Read tool)
2. Parse by section (layout, field definitions, requirements)
3. Create design-spec.md
4. Create pending-questions.md (unclear parts)

Outputs:
- {tasksRoot}/batch-management/design-spec.md
- {tasksRoot}/batch-management/pending-questions.md

Example 2: Parse Figma CSS export

User: "Analyze Figma CSS export and organize style tokens.
       Path: .claude/docs/design-assets/batch-ui-export.css
       Feature: batch-management"

Design Asset Parser Skill ->
1. Read CSS file
2. Extract CSS variables (--color-*, --font-*, --spacing-*)
3. Extract component classes (.button--primary, .button--disabled)
4. Update the "Style Tokens" section in design-spec.md

Outputs:
- design-spec.md (style tokens updated)

Example 3: Parse PDF + CSS together

User: "Parse the screen-spec PDF and Figma CSS together.
       PDF: .claude/docs/design-assets/batch-management_v3.pdf
       CSS: .claude/docs/design-assets/batch-ui-export.css
       Feature: batch-management"

Design Asset Parser Skill ->
1. Parse PDF -> UI elements, feature requirements
2. Parse CSS -> style tokens
3. Merge results -> design-spec.md
4. Conflicts -> pending-questions.md

Outputs:
- design-spec.md (UI + styles merged)
- pending-questions.md (conflict questions)

Integrated Workflow

Design Asset Parser -> Design Spec Extractor Agent

1. Design Asset Parser Skill:
   - Input: PDF/CSS files
   - Output: design-spec.md (draft), pending-questions.md

2. User:
   - Review pending-questions.md
   - Answer HIGH priority questions

3. Design Spec Extractor Agent:
   - Review design-spec.md
   - Compare with CLAUDE.md rules
   - Apply project patterns
   - Generate final design-spec.md

4. Requirements Analyzer Agent:
   - Create preliminary agreement based on design-spec.md

Reference Info

Project design asset paths

  • Example product: .claude/docs/design-assets/*.pdf
  • Figma export: .claude/docs/design-assets/.zip, .css, *.html

Existing project patterns (follow CLAUDE.md)

  • Entity-Request separation
  • API proxy pattern
  • Activity log header rules
  • fp-ts Either pattern
  • TypeScript strict mode

Notes

  1. PDF parsing limits: image-heavy PDFs need OCR
  2. CSS parsing limits: inline styles cannot be extracted
  3. Automation limits: ambiguous requirements should become questions
  4. Versioning: record version history when design-spec.md changes