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JimLiu-baoyu-skills/skills/baoyu-article-illustrator/references/workflow.md

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Detailed Workflow Procedures

Step 1: Pre-check

1.0 Detect & Save Reference Images ⚠️ REQUIRED if images provided

Check if user provided reference images. Handle based on input type:

Input Type Action
Image file path provided Copy to references/ subdirectory → can use --ref
Image in conversation (no path) ASK user for file path with AskUserQuestion
User can't provide path Extract style/palette verbally → append to prompts (NO frontmatter references)

CRITICAL: Only add references to prompt frontmatter if files are ACTUALLY SAVED to references/ directory.

If user provides file path:

  1. Copy to references/NN-ref-{slug}.png
  2. Create description: references/NN-ref-{slug}.md
  3. Verify files exist before proceeding

If user can't provide path (extracted verbally):

  1. Analyze image visually, extract: colors, style, composition
  2. Create references/extracted-style.md with extracted info
  3. DO NOT add references to prompt frontmatter
  4. Instead, append extracted style/colors directly to prompt text

Description File Format (only when file saved):

---
ref_id: NN
filename: NN-ref-{slug}.png
---
[User's description or auto-generated description]

Verification (only for saved files):

Reference Images Saved:
- 01-ref-{slug}.png ✓ (can use --ref)
- 02-ref-{slug}.png ✓ (can use --ref)

Or for extracted style:

Reference Style Extracted (no file):
- Colors: #E8756D coral, #7ECFC0 mint...
- Style: minimal flat vector, clean lines...
→ Will append to prompt text (not --ref)

1.1 Determine Input Type

Input Output Directory Next
File path EXTEND.md default_output_dir (default: imgs-subdir). If not configured, confirm in 1.2. → 1.2
Pasted content illustrations/{topic-slug}/ → 1.4

Backup rule for pasted content: If source.md exists in target directory, rename to source-backup-YYYYMMDD-HHMMSS.md before saving.

1.2-1.4 Configuration (file path input only)

Check preferences and existing state, then ask ALL needed questions in ONE AskUserQuestion call (max 4 questions).

Questions to include (skip if preference exists or not applicable):

Question When to Ask Options
Output directory No default_output_dir in EXTEND.md {article-dir}/imgs/ (Recommended), {article-dir}/, {article-dir}/illustrations/, illustrations/{topic-slug}/
Existing images Target dir has .png/.jpg/.webp files supplement, overwrite, regenerate
Article update Always (file path input) update, copy

Preference Values (if configured, skip asking):

default_output_dir Path
same-dir {article-dir}/
imgs-subdir {article-dir}/imgs/
illustrations-subdir {article-dir}/illustrations/
independent illustrations/{topic-slug}/

1.5 Load Preferences (EXTEND.md) ⛔ BLOCKING

CRITICAL: If EXTEND.md not found, MUST complete first-time setup before ANY other questions or steps. Do NOT proceed to reference images, do NOT ask about content, do NOT ask about type/style — ONLY complete the preferences setup first.

# macOS, Linux, WSL, Git Bash
test -f .baoyu-skills/baoyu-article-illustrator/EXTEND.md && echo "project"
test -f "${XDG_CONFIG_HOME:-$HOME/.config}/baoyu-skills/baoyu-article-illustrator/EXTEND.md" && echo "xdg"
test -f "$HOME/.baoyu-skills/baoyu-article-illustrator/EXTEND.md" && echo "user"

# PowerShell (Windows)
if (Test-Path .baoyu-skills/baoyu-article-illustrator/EXTEND.md) { "project" }
$xdg = if ($env:XDG_CONFIG_HOME) { $env:XDG_CONFIG_HOME } else { "$HOME/.config" }
if (Test-Path "$xdg/baoyu-skills/baoyu-article-illustrator/EXTEND.md") { "xdg" }
if (Test-Path "$HOME/.baoyu-skills/baoyu-article-illustrator/EXTEND.md") { "user" }
Result Action
Found Read, parse, display summary → Continue
Not found ⛔ BLOCKING: Run first-time setup ONLY (config/first-time-setup.md) → Complete and save EXTEND.md → Then continue

Supports: Watermark | Preferred type/style | Custom styles | Language | Output directory

Step 2: Setup & Analyze

2.1 Analyze Content

Analysis Description
Content type Technical / Tutorial / Methodology / Narrative
Illustration purpose information / visualization / imagination
Core arguments 2-5 main points to visualize
Visual opportunities Positions where illustrations add value
Recommended type Based on content signals and purpose
Recommended density Based on length and complexity

2.2 Extract Core Arguments

  • Main thesis
  • Key concepts reader needs
  • Comparisons/contrasts
  • Framework/model proposed

CRITICAL: If article uses metaphors (e.g., "电锯切西瓜"), do NOT illustrate literally. Visualize the underlying concept.

2.3 Identify Positions

Illustrate:

  • Core arguments (REQUIRED)
  • Abstract concepts
  • Data comparisons
  • Processes, workflows

Do NOT Illustrate:

  • Metaphors literally
  • Decorative scenes
  • Generic illustrations

2.4 Analyze Reference Images (if provided in Step 1.0)

For each reference image:

Analysis Description
Visual characteristics Style, colors, composition
Content/subject What the reference depicts
Suitable positions Which sections match this reference
Style match Which illustration types/styles align
Usage recommendation direct / style / palette
Usage When to Use
direct Reference matches desired output closely
style Extract visual style characteristics only
palette Extract color scheme only

Step 3: Confirm Settings ⚠️

Do NOT skip. Use ONE AskUserQuestion call with max 4 questions. Q1, Q2, Q3 are ALL REQUIRED.

Q1: Preset or Type ⚠️ REQUIRED

Based on Step 2 content analysis, recommend a preset first (sets both type & style). Look up style-presets.md "Content Type → Preset Recommendations" table.

  • [Recommended preset] — [brief: type + style + why] (Recommended)
  • [Alternative preset] — [brief]
  • Or choose type manually: infographic / scene / flowchart / comparison / framework / timeline / mixed

If user picks a preset → skip Q3 (type & style both resolved). If user picks a type → Q3 is REQUIRED.

Q2: Density ⚠️ REQUIRED - DO NOT SKIP

  • minimal (1-2) - Core concepts only
  • balanced (3-5) - Major sections
  • per-section - At least 1 per section/chapter (Recommended)
  • rich (6+) - Comprehensive coverage

Q3: Style ⚠️ REQUIRED (skip if preset chosen in Q1)

If EXTEND.md has preferred_style:

  • [Custom style name + brief description] (Recommended)
  • [Top compatible core style 1]
  • [Top compatible core style 2]
  • Other (see full Style Gallery)

If no preferred_style (present Core Styles first):

  • [Best compatible core style] (Recommended)
  • [Other compatible core style 1]
  • [Other compatible core style 2]
  • Other (see full Style Gallery)

Core Styles (simplified selection):

Core Style Maps To Best For
minimal-flat notion General, knowledge sharing, SaaS
sci-fi blueprint AI, frontier tech, system design
hand-drawn sketch/warm Relaxed, reflective, casual
editorial editorial Processes, data, journalism
scene warm/watercolor Narratives, emotional, lifestyle
poster screen-print Opinion, editorial, cultural, cinematic

Style selection based on Type × Style compatibility matrix (styles.md). In Step 5.1, read styles/<style>.md for visual elements and rendering rules.

Q4: Palette (optional)

If preset did not specify a palette, and the user may benefit from a palette override, offer available palettes:

  • Default (use style's built-in colors) (Recommended)
  • macaron — soft pastel blocks on warm cream
  • warm — warm earth tones, no cool colors
  • neon — vibrant neon on dark backgrounds

Skip if: preset already resolved palette, or preferred_palette set in EXTEND.md.

See Palette Gallery in styles.md and full specs in palettes/<palette>.md.

Q5: Image Text Language ⚠️ REQUIRED when article language ≠ EXTEND.md language

Detect article language from content. If different from EXTEND.md language setting, MUST ask:

  • Article language (match article content) (Recommended)
  • EXTEND.md language (user's general preference)

Skip only if: Article language matches EXTEND.md language, or EXTEND.md has no language setting.

Display Reference Usage (if references detected in Step 1.0)

When presenting outline preview to user, show reference assignments:

Reference Images:
| Ref | Filename | Recommended Usage |
|-----|----------|-------------------|
| 01 | 01-ref-diagram.png | direct → Illustration 1, 3 |
| 02 | 02-ref-chart.png | palette → Illustration 2 |

Step 4: Generate Outline

Save as {output-dir}/outline.md (all paths below are relative to the output directory determined in Step 1.1/1.2):

---
type: infographic
density: balanced
style: blueprint
image_count: 4
references:                    # Only if references provided
  - ref_id: 01
    filename: 01-ref-diagram.png
    description: "Technical diagram showing system architecture"
  - ref_id: 02
    filename: 02-ref-chart.png
    description: "Color chart with brand palette"
---

## Illustration 1

**Position**: [section] / [paragraph]
**Purpose**: [why this helps]
**Visual Content**: [what to show]
**Type Application**: [how type applies]
**References**: [01]                    # Optional: list ref_ids used
**Reference Usage**: direct             # direct | style | palette
**Filename**: 01-infographic-concept-name.png

## Illustration 2
...

Requirements:

  • Each position justified by content needs
  • Type applied consistently
  • Style reflected in descriptions
  • Count matches density
  • References assigned based on Step 2.4 analysis

Step 5: Generate Images

5.1 Create Prompts ⛔ BLOCKING

Every illustration MUST have a saved prompt file before generation begins. DO NOT skip this step.

For each illustration in the outline:

  1. Create prompt file: {output-dir}/prompts/NN-{type}-{slug}.md
  2. Include YAML frontmatter: 
    ---
illustration_id: 01
type: infographic
style: custom-flat-vector
---
  3. Load style specs: Read styles/<style>.md for visual elements, style rules, and rendering instructions
  4. Load palette specs (if palette specified): Read palettes/<palette>.md for colors and background. Palette colors replace the style's default Color Palette. If no palette specified, use the style's built-in colors.
  5. Follow type-specific template from prompt-construction.md, using rendering from style + colors from palette (or style default)
  6. Prompt quality requirements (all REQUIRED):
    • Layout: Describe overall composition (grid / radial / hierarchical / left-right / top-down)
    • ZONES: Describe each visual area with specific content, not vague descriptions
    • LABELS: Use actual numbers, terms, metrics, quotes from the article — NOT generic placeholders
    • COLORS: Specify hex codes from palette (or style default) with semantic meaning
    • STYLE: Describe line treatment, texture, mood, character rendering per style rules
    • ASPECT: Specify ratio (e.g., 16:9)
  7. Apply defaults: composition requirements, character rendering, text guidelines, watermark
  8. Backup rule: If prompt file exists, rename to prompts/NN-{type}-{slug}-backup-YYYYMMDD-HHMMSS.md

Verification ⛔: Before proceeding to 5.2, confirm ALL prompt files exist:

Prompt Files:
- prompts/01-infographic-overview.md ✓
- prompts/02-infographic-distillation.md ✓
...

DO NOT pass ad-hoc inline text to --prompt without first saving prompt files. The generation command should either use --promptfiles prompts/NN-{type}-{slug}.md or read the saved file content for --prompt.

Execution choice:

  • If multiple illustrations already have saved prompt files and the task is now plain generation, prefer baoyu-imagine batch mode (build-batch.ts -> main.ts --batchfile)
  • Use subagents only when each illustration still needs separate prompt rewriting, style exploration, or other per-image reasoning before generation

CRITICAL - References in Frontmatter:

  • Only add references field if files ACTUALLY EXIST in references/ directory
  • If style/palette was extracted verbally (no file), append info to prompt BODY instead
  • Before writing frontmatter, verify: test -f references/NN-ref-{slug}.png

5.2 Select Generation Skill

Check available skills. If multiple, ask user.

5.3 Process References ⚠️ REQUIRED if references saved in Step 1.0

DO NOT SKIP if user provided reference images. For each illustration with references:

  1. VERIFY files exist first:

    test -f references/NN-ref-{slug}.png && echo "exists" || echo "MISSING"
    • If file MISSING but in frontmatter → ERROR, fix frontmatter or remove references field
    • If file exists → proceed with processing

  2. Read prompt frontmatter for reference info

  3. Process based on usage type:

Usage Action Example
direct Add reference path to --ref parameter --ref references/01-ref-brand.png
style Analyze reference, append style traits to prompt "Style: clean lines, gradient backgrounds..."
palette Extract colors from reference, append to prompt "Colors: #E8756D coral, #7ECFC0 mint..."
  1. Check image generation skill capability:
Skill Supports --ref Action
Yes (e.g., baoyu-imagine with Google) Pass reference images via --ref
No Convert to text description, append to prompt

Verification: Before generating, confirm reference processing:

Reference Processing:
- Illustration 1: using 01-ref-brand.png (direct) ✓
- Illustration 2: extracted palette from 02-ref-style.png ✓

5.4 Apply Watermark (if enabled)

Add: Include a subtle watermark "[content]" at [position].

5.5 Generate

  1. For each illustration:
    • Backup rule: If image file exists, rename to NN-{type}-{slug}-backup-YYYYMMDD-HHMMSS.md
    • If references with direct usage: include --ref parameter
    • Generate image
  2. After each: "Generated X/N"
  3. On failure: retry once, then log and continue

Step 6: Finalize

6.1 Update Article

Insert after corresponding paragraph, using path relative to article file:

default_output_dir Insert Path
imgs-subdir ![description](imgs/NN-{type}-{slug}.png)
same-dir ![description](NN-{type}-{slug}.png)
illustrations-subdir ![description](illustrations/NN-{type}-{slug}.png)
independent ![description](illustrations/{topic-slug}/NN-{type}-{slug}.png) (relative to cwd)

Alt text: concise description in article's language.

6.2 Output Summary

Article Illustration Complete!

Article: [path]
Type: [type] | Density: [level] | Style: [style]
Location: [directory]
Images: X/N generated

Positions:
- 01-xxx.png → After "[Section]"
- 02-yyy.png → After "[Section]"

[If failures]
Failed:
- NN-zzz.png: [reason]