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The skills directory was getting disorganized — mlops alone had 40 skills in a flat list, and 12 categories were singletons with just one skill each. Code change: - prompt_builder.py: Support sub-categories in skill scanner. skills/mlops/training/axolotl/SKILL.md now shows as category 'mlops/training' instead of just 'mlops'. Backwards-compatible with existing flat structure. Split mlops (40 skills) into 7 sub-categories: - mlops/training (12): accelerate, axolotl, flash-attention, grpo-rl-training, peft, pytorch-fsdp, pytorch-lightning, simpo, slime, torchtitan, trl-fine-tuning, unsloth - mlops/inference (8): gguf, guidance, instructor, llama-cpp, obliteratus, outlines, tensorrt-llm, vllm - mlops/models (6): audiocraft, clip, llava, segment-anything, stable-diffusion, whisper - mlops/vector-databases (4): chroma, faiss, pinecone, qdrant - mlops/evaluation (5): huggingface-tokenizers, lm-evaluation-harness, nemo-curator, saelens, weights-and-biases - mlops/cloud (2): lambda-labs, modal - mlops/research (1): dspy Merged singleton categories: - gifs → media (gif-search joins youtube-content) - music-creation → media (heartmula, songsee) - diagramming → creative (excalidraw joins ascii-art) - ocr-and-documents → productivity - domain → research (domain-intel) - feeds → research (blogwatcher) - market-data → research (polymarket) Fixed misplaced skills: - mlops/code-review → software-development (not ML-specific) - mlops/ml-paper-writing → research (academic writing) Added DESCRIPTION.md files for all new/updated categories.
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Excalidraw Dark Mode Diagrams
To create a dark-themed diagram, use a massive dark background rectangle as the first element in the array. Make it large enough to cover any viewport:
{
"type": "rectangle", "id": "darkbg",
"x": -4000, "y": -3000, "width": 10000, "height": 7500,
"backgroundColor": "#1e1e2e", "fillStyle": "solid",
"strokeColor": "transparent", "strokeWidth": 0
}
Then use the following color palettes for elements on the dark background.
Text Colors (on dark)
| Color | Hex | Use |
|---|---|---|
| White | #e5e5e5 |
Primary text, titles |
| Muted | #a0a0a0 |
Secondary text, annotations |
| NEVER | #555 or darker |
Invisible on dark bg! |
Shape Fills (on dark)
| Color | Hex | Good For |
|---|---|---|
| Dark Blue | #1e3a5f |
Primary nodes |
| Dark Green | #1a4d2e |
Success, output |
| Dark Purple | #2d1b69 |
Processing, special |
| Dark Orange | #5c3d1a |
Warning, pending |
| Dark Red | #5c1a1a |
Error, critical |
| Dark Teal | #1a4d4d |
Storage, data |
Stroke and Arrow Colors (on dark)
Use the standard Primary Colors from the main color palette -- they're bright enough on dark backgrounds:
- Blue
#4a9eed, Amber#f59e0b, Green#22c55e, Red#ef4444, Purple#8b5cf6
For subtle shape borders, use #555555.
Example: Dark mode labeled rectangle
Use container binding (NOT the "label" property, which doesn't work). On dark backgrounds, set text strokeColor to "#e5e5e5" so it's visible:
[
{
"type": "rectangle", "id": "r1",
"x": 100, "y": 100, "width": 200, "height": 80,
"backgroundColor": "#1e3a5f", "fillStyle": "solid",
"strokeColor": "#4a9eed", "strokeWidth": 2,
"roundness": { "type": 3 },
"boundElements": [{ "id": "t_r1", "type": "text" }]
},
{
"type": "text", "id": "t_r1",
"x": 105, "y": 120, "width": 190, "height": 25,
"text": "Dark Node", "fontSize": 20, "fontFamily": 1,
"strokeColor": "#e5e5e5",
"textAlign": "center", "verticalAlign": "middle",
"containerId": "r1", "originalText": "Dark Node", "autoResize": true
}
]
Note: For standalone text elements on dark backgrounds, always set "strokeColor": "#e5e5e5" explicitly. The default #1e1e1e is invisible on dark.