Create Profile Atlas

Create Profile Atlas

Core Rule

Generate the artwork. Do not manually draw expression overlays onto portraits. If an expression is wrong, regenerate that cell or a small replacement atlas, then replace the cell during post-processing.

Workflow

1. Collect inputs

   • Subject reference image(s) or existing profile emoji.
   • Desired shortcode prefix, such as pixel-paul or pixel-alex.
   • Whether this is a first-run full set or an extend set.
   • Destination directory for final assets.

2. Read pose guidance

   • Read references/pose-guide.md before prompting generation.
   • Use its built-in poses unless the user gives a custom list.

3. Prepare references

   • Load local reference images with view_image before calling image_gen.
   • For extensions, load several existing successful sprites so identity, crop, palette, and pixel style stay anchored.
   • If matching Slack names/order, use agent-slack emoji search/get only when the user asks for Slack context; run it outside the sandbox.

4. Generate an atlas

   • Use built-in image_gen by default.
   • Prompt for a row/column atlas on a flat solid #00ff00 chroma-key background.
   • Demand large, emoji-readable expression details. Tiny props fail at 48px.
   • Ask for green gutters between cells and no labels, borders, numbers, watermark, or grid lines.
   • If the generated file path is not locally discoverable, ask the user to pass the generated image back.

5. Inspect the generated atlas

   • Use view_image on the full generated atlas.
   • Regenerate any weak cell before slicing when details are too small, identity drifts, or an expression is ambiguous.
   • For one bad expression, generate a one-cell or small replacement atlas and use the postprocess script’s replacement option.

6. Post-process deterministically

   • Use scripts/profile_atlas_postprocess.py to split the atlas, remove green, create individual transparent PNGs, a transparent atlas, manifest, 48px preview, and optional zip.
   • The script needs Pillow. If python cannot import PIL, call load_workspace_dependencies and run the script with the bundled Python path.
   • Do not assume equal cell widths. Generated atlases often have uneven gutters; the script detects green separator bands per row.
   • Prefer tight square individual PNGs for Slack emoji. Do not resize before upload unless the user explicitly asks.

7. Validate

   • Inspect the transparent atlas, individual problem cells, and 48px preview with view_image.
   • Check for trapped green regions between disconnected details, especially around symbols like Zzz, motion marks, hearts, hands, explosions, and hair.
   • If a cell has no intended green content, rerun postprocess with --aggressive-green <name> for that cell.
   • If a cell has intended green content, avoid aggressive removal and regenerate with a different key color or cleaner separation if needed.

8. Optional Slack upload

   • If asked to upload, use agent-slack emoji add <name> --image <path> --yes outside the sandbox.
   • Check existing names first with agent-slack emoji get ....
   • To replace one Slack emoji, remove then add the same shortcode. Confirm with agent-slack emoji get <name>.

First-Run Pattern

Create a complete atlas from a subject reference:

Use the provided subject image as the strict identity/style reference.
Create a <cols>x<rows> generated pixel-art Slack emoji atlas for shortcode prefix <prefix>.
Each cell is a close-cropped bust/face portrait on flat #00ff00, with green gutters.
Keep identity, hair, clothing cues, and crop consistent. Make expression-specific details oversized and readable at 48px.
No text, no labels, no grid lines, no borders, no watermark.
Atlas order: <pose list from pose-guide.md or user list>.

Then split:

python <skill>/scripts/profile_atlas_postprocess.py \
  --atlas <generated-atlas.png> \
  --out <output-dir> \
  --names <comma-separated-shortcodes> \
  --cols <cols> \
  --rows <rows> \
  --zip <output-dir>/<prefix>-images.zip

Extend Pattern

Create only new poses while matching an existing set:

Use the visible existing <prefix> emoji sprites as strict identity, crop, palette, and pixel-art style references.
Create a <n>-column by 1-row mini atlas for these new shortcodes: <names>.
Keep the same scale and close crop as the existing set. Put every cell on flat #00ff00 with green gutters.
Make each new prop/symbol oversized enough to survive at 48px.

For a weak cell, regenerate only that cell and pass it as a replacement:

python <skill>/scripts/profile_atlas_postprocess.py \
  --atlas <extension-atlas.png> \
  --out <output-dir> \
  --names <name1,name2,name3> \
  --cols 3 \
  --rows 1 \
  --replace name2=<replacement.png> \
  --aggressive-green name2

Practical Lessons

• Big symbols matter: sweat beads, heart eyes, anger marks, Zzz, tears, fists, explosions, and clown/skull details should be large enough to read at 48px.
• The best atlas is generated cleanly; post-processing should only cut, key, crop, and compose.
• Uneven generated gutters are normal. Detect separators from green bands per row.
• Transparent previews on black can reveal green halos; white 48px previews reveal readability.
• Keep generated originals. Copy them into outputs or manifest paths, but do not delete the generator’s original file.
• If Slack upload fails because a name exists, ask whether to replace. Replacement is destructive: emoji remove <name> --yes, then emoji add.

Bundled Resources

• references/pose-guide.md: reusable pose list and prompt notes.
• scripts/profile_atlas_postprocess.py: split atlas, remove chroma key, apply replacements, create preview/manifest/zip.