diff --git a/agent/prompt_builder.py b/agent/prompt_builder.py index c933ffe67..ab64c84f7 100644 --- a/agent/prompt_builder.py +++ b/agent/prompt_builder.py @@ -186,6 +186,8 @@ def build_skills_system_prompt() -> str: # Collect skills with descriptions, grouped by category # Each entry: (skill_name, description) + # Supports sub-categories: skills/mlops/training/axolotl/SKILL.md + # → category "mlops/training", skill "axolotl" skills_by_category: dict[str, list[tuple[str, str]]] = {} for skill_file in skills_dir.rglob("SKILL.md"): # Skip skills incompatible with the current OS platform @@ -194,8 +196,13 @@ def build_skills_system_prompt() -> str: rel_path = skill_file.relative_to(skills_dir) parts = rel_path.parts if len(parts) >= 2: - category = parts[0] + # Category is everything between skills_dir and the skill folder + # e.g. parts = ("mlops", "training", "axolotl", "SKILL.md") + # → category = "mlops/training", skill_name = "axolotl" + # e.g. parts = ("github", "github-auth", "SKILL.md") + # → category = "github", skill_name = "github-auth" skill_name = parts[-2] + category = "/".join(parts[:-2]) if len(parts) > 2 else parts[0] else: category = "general" skill_name = skill_file.parent.name @@ -206,9 +213,11 @@ def build_skills_system_prompt() -> str: return "" # Read category-level descriptions from DESCRIPTION.md + # Checks both the exact category path and parent directories category_descriptions = {} for category in skills_by_category: - desc_file = skills_dir / category / "DESCRIPTION.md" + cat_path = Path(category) + desc_file = skills_dir / cat_path / "DESCRIPTION.md" if desc_file.exists(): try: content = desc_file.read_text(encoding="utf-8") diff --git a/skills/creative/DESCRIPTION.md b/skills/creative/DESCRIPTION.md new file mode 100644 index 000000000..6af53bfa7 --- /dev/null +++ b/skills/creative/DESCRIPTION.md @@ -0,0 +1,3 @@ +--- +description: Creative content generation — ASCII art, hand-drawn style diagrams, and visual design tools. +--- diff --git a/skills/diagramming/excalidraw/SKILL.md b/skills/creative/excalidraw/SKILL.md similarity index 100% rename from skills/diagramming/excalidraw/SKILL.md rename to skills/creative/excalidraw/SKILL.md diff --git a/skills/diagramming/excalidraw/references/colors.md b/skills/creative/excalidraw/references/colors.md similarity index 100% rename from skills/diagramming/excalidraw/references/colors.md rename to skills/creative/excalidraw/references/colors.md diff --git a/skills/diagramming/excalidraw/references/dark-mode.md b/skills/creative/excalidraw/references/dark-mode.md similarity index 100% rename from skills/diagramming/excalidraw/references/dark-mode.md rename to skills/creative/excalidraw/references/dark-mode.md diff --git a/skills/diagramming/excalidraw/references/examples.md b/skills/creative/excalidraw/references/examples.md similarity index 100% rename from skills/diagramming/excalidraw/references/examples.md rename to skills/creative/excalidraw/references/examples.md diff --git a/skills/diagramming/excalidraw/scripts/upload.py b/skills/creative/excalidraw/scripts/upload.py similarity index 100% rename from skills/diagramming/excalidraw/scripts/upload.py rename to skills/creative/excalidraw/scripts/upload.py diff --git a/skills/media/DESCRIPTION.md b/skills/media/DESCRIPTION.md index 63501dcf2..f9bfe0469 100644 --- a/skills/media/DESCRIPTION.md +++ b/skills/media/DESCRIPTION.md @@ -1 +1,3 @@ -Media content extraction and transformation tools — YouTube transcripts, audio, video processing. +--- +description: Skills for working with media content — YouTube transcripts, GIF search, music generation, and audio visualization. +--- diff --git a/skills/gifs/gif-search/SKILL.md b/skills/media/gif-search/SKILL.md similarity index 100% rename from skills/gifs/gif-search/SKILL.md rename to skills/media/gif-search/SKILL.md diff --git a/skills/music-creation/heartmula/SKILL.md b/skills/media/heartmula/SKILL.md similarity index 100% rename from skills/music-creation/heartmula/SKILL.md rename to skills/media/heartmula/SKILL.md diff --git a/skills/music-creation/songsee/SKILL.md b/skills/media/songsee/SKILL.md similarity index 100% rename from skills/music-creation/songsee/SKILL.md rename to skills/media/songsee/SKILL.md diff --git a/skills/mlops/cloud/DESCRIPTION.md b/skills/mlops/cloud/DESCRIPTION.md new file mode 100644 index 000000000..32675823e --- /dev/null +++ b/skills/mlops/cloud/DESCRIPTION.md @@ -0,0 +1,3 @@ +--- +description: GPU cloud providers and serverless compute platforms for ML workloads. +--- diff --git a/skills/mlops/lambda-labs/SKILL.md b/skills/mlops/cloud/lambda-labs/SKILL.md similarity index 100% rename from skills/mlops/lambda-labs/SKILL.md rename to skills/mlops/cloud/lambda-labs/SKILL.md diff --git a/skills/mlops/lambda-labs/references/advanced-usage.md b/skills/mlops/cloud/lambda-labs/references/advanced-usage.md similarity index 100% rename from skills/mlops/lambda-labs/references/advanced-usage.md rename to skills/mlops/cloud/lambda-labs/references/advanced-usage.md diff --git a/skills/mlops/lambda-labs/references/troubleshooting.md b/skills/mlops/cloud/lambda-labs/references/troubleshooting.md similarity index 100% rename from skills/mlops/lambda-labs/references/troubleshooting.md rename to skills/mlops/cloud/lambda-labs/references/troubleshooting.md diff --git a/skills/mlops/modal/SKILL.md b/skills/mlops/cloud/modal/SKILL.md similarity index 100% rename from skills/mlops/modal/SKILL.md rename to skills/mlops/cloud/modal/SKILL.md diff --git a/skills/mlops/modal/references/advanced-usage.md b/skills/mlops/cloud/modal/references/advanced-usage.md similarity index 100% rename from skills/mlops/modal/references/advanced-usage.md rename to skills/mlops/cloud/modal/references/advanced-usage.md diff --git a/skills/mlops/modal/references/troubleshooting.md b/skills/mlops/cloud/modal/references/troubleshooting.md similarity index 100% rename from skills/mlops/modal/references/troubleshooting.md rename to skills/mlops/cloud/modal/references/troubleshooting.md diff --git a/skills/mlops/evaluation/DESCRIPTION.md b/skills/mlops/evaluation/DESCRIPTION.md new file mode 100644 index 000000000..548ab9f47 --- /dev/null +++ b/skills/mlops/evaluation/DESCRIPTION.md @@ -0,0 +1,3 @@ +--- +description: Model evaluation benchmarks, experiment tracking, data curation, tokenizers, and interpretability tools. +--- diff --git a/skills/mlops/huggingface-tokenizers/SKILL.md b/skills/mlops/evaluation/huggingface-tokenizers/SKILL.md similarity index 100% rename from skills/mlops/huggingface-tokenizers/SKILL.md rename to skills/mlops/evaluation/huggingface-tokenizers/SKILL.md diff --git a/skills/mlops/huggingface-tokenizers/references/algorithms.md b/skills/mlops/evaluation/huggingface-tokenizers/references/algorithms.md similarity index 100% rename from skills/mlops/huggingface-tokenizers/references/algorithms.md rename to skills/mlops/evaluation/huggingface-tokenizers/references/algorithms.md diff --git a/skills/mlops/huggingface-tokenizers/references/integration.md b/skills/mlops/evaluation/huggingface-tokenizers/references/integration.md similarity index 100% rename from skills/mlops/huggingface-tokenizers/references/integration.md rename to skills/mlops/evaluation/huggingface-tokenizers/references/integration.md diff --git a/skills/mlops/huggingface-tokenizers/references/pipeline.md b/skills/mlops/evaluation/huggingface-tokenizers/references/pipeline.md similarity index 100% rename from skills/mlops/huggingface-tokenizers/references/pipeline.md rename to skills/mlops/evaluation/huggingface-tokenizers/references/pipeline.md diff --git a/skills/mlops/huggingface-tokenizers/references/training.md b/skills/mlops/evaluation/huggingface-tokenizers/references/training.md similarity index 100% rename from skills/mlops/huggingface-tokenizers/references/training.md rename to skills/mlops/evaluation/huggingface-tokenizers/references/training.md diff --git a/skills/mlops/lm-evaluation-harness/SKILL.md b/skills/mlops/evaluation/lm-evaluation-harness/SKILL.md similarity index 100% rename from skills/mlops/lm-evaluation-harness/SKILL.md rename to skills/mlops/evaluation/lm-evaluation-harness/SKILL.md diff --git a/skills/mlops/lm-evaluation-harness/references/api-evaluation.md b/skills/mlops/evaluation/lm-evaluation-harness/references/api-evaluation.md similarity index 100% rename from skills/mlops/lm-evaluation-harness/references/api-evaluation.md rename to skills/mlops/evaluation/lm-evaluation-harness/references/api-evaluation.md diff --git a/skills/mlops/lm-evaluation-harness/references/benchmark-guide.md b/skills/mlops/evaluation/lm-evaluation-harness/references/benchmark-guide.md similarity index 100% rename from skills/mlops/lm-evaluation-harness/references/benchmark-guide.md rename to skills/mlops/evaluation/lm-evaluation-harness/references/benchmark-guide.md diff --git a/skills/mlops/lm-evaluation-harness/references/custom-tasks.md b/skills/mlops/evaluation/lm-evaluation-harness/references/custom-tasks.md similarity index 100% rename from skills/mlops/lm-evaluation-harness/references/custom-tasks.md rename to skills/mlops/evaluation/lm-evaluation-harness/references/custom-tasks.md diff --git a/skills/mlops/lm-evaluation-harness/references/distributed-eval.md b/skills/mlops/evaluation/lm-evaluation-harness/references/distributed-eval.md similarity index 100% rename from skills/mlops/lm-evaluation-harness/references/distributed-eval.md rename to skills/mlops/evaluation/lm-evaluation-harness/references/distributed-eval.md diff --git a/skills/mlops/nemo-curator/SKILL.md b/skills/mlops/evaluation/nemo-curator/SKILL.md similarity index 100% rename from skills/mlops/nemo-curator/SKILL.md rename to skills/mlops/evaluation/nemo-curator/SKILL.md diff --git a/skills/mlops/nemo-curator/references/deduplication.md b/skills/mlops/evaluation/nemo-curator/references/deduplication.md similarity index 100% rename from skills/mlops/nemo-curator/references/deduplication.md rename to skills/mlops/evaluation/nemo-curator/references/deduplication.md diff --git a/skills/mlops/nemo-curator/references/filtering.md b/skills/mlops/evaluation/nemo-curator/references/filtering.md similarity index 100% rename from skills/mlops/nemo-curator/references/filtering.md rename to skills/mlops/evaluation/nemo-curator/references/filtering.md diff --git a/skills/mlops/saelens/SKILL.md b/skills/mlops/evaluation/saelens/SKILL.md similarity index 100% rename from skills/mlops/saelens/SKILL.md rename to skills/mlops/evaluation/saelens/SKILL.md diff --git a/skills/mlops/saelens/references/README.md b/skills/mlops/evaluation/saelens/references/README.md similarity index 100% rename from skills/mlops/saelens/references/README.md rename to skills/mlops/evaluation/saelens/references/README.md diff --git a/skills/mlops/saelens/references/api.md b/skills/mlops/evaluation/saelens/references/api.md similarity index 100% rename from skills/mlops/saelens/references/api.md rename to skills/mlops/evaluation/saelens/references/api.md diff --git a/skills/mlops/saelens/references/tutorials.md b/skills/mlops/evaluation/saelens/references/tutorials.md similarity index 100% rename from skills/mlops/saelens/references/tutorials.md rename to skills/mlops/evaluation/saelens/references/tutorials.md diff --git a/skills/mlops/weights-and-biases/SKILL.md b/skills/mlops/evaluation/weights-and-biases/SKILL.md similarity index 100% rename from skills/mlops/weights-and-biases/SKILL.md rename to skills/mlops/evaluation/weights-and-biases/SKILL.md diff --git a/skills/mlops/weights-and-biases/references/artifacts.md b/skills/mlops/evaluation/weights-and-biases/references/artifacts.md similarity index 100% rename from skills/mlops/weights-and-biases/references/artifacts.md rename to skills/mlops/evaluation/weights-and-biases/references/artifacts.md diff --git a/skills/mlops/weights-and-biases/references/integrations.md b/skills/mlops/evaluation/weights-and-biases/references/integrations.md similarity index 100% rename from skills/mlops/weights-and-biases/references/integrations.md rename to skills/mlops/evaluation/weights-and-biases/references/integrations.md diff --git a/skills/mlops/weights-and-biases/references/sweeps.md b/skills/mlops/evaluation/weights-and-biases/references/sweeps.md similarity index 100% rename from skills/mlops/weights-and-biases/references/sweeps.md rename to skills/mlops/evaluation/weights-and-biases/references/sweeps.md diff --git a/skills/mlops/inference/DESCRIPTION.md b/skills/mlops/inference/DESCRIPTION.md new file mode 100644 index 000000000..9d8267f5a --- /dev/null +++ b/skills/mlops/inference/DESCRIPTION.md @@ -0,0 +1,3 @@ +--- +description: Model serving, quantization (GGUF/GPTQ), structured output, inference optimization, and model surgery tools for deploying and running LLMs. +--- diff --git a/skills/mlops/gguf/SKILL.md b/skills/mlops/inference/gguf/SKILL.md similarity index 100% rename from skills/mlops/gguf/SKILL.md rename to skills/mlops/inference/gguf/SKILL.md diff --git a/skills/mlops/gguf/references/advanced-usage.md b/skills/mlops/inference/gguf/references/advanced-usage.md similarity index 100% rename from skills/mlops/gguf/references/advanced-usage.md rename to skills/mlops/inference/gguf/references/advanced-usage.md diff --git a/skills/mlops/gguf/references/troubleshooting.md b/skills/mlops/inference/gguf/references/troubleshooting.md similarity index 100% rename from skills/mlops/gguf/references/troubleshooting.md rename to skills/mlops/inference/gguf/references/troubleshooting.md diff --git a/skills/mlops/guidance/SKILL.md b/skills/mlops/inference/guidance/SKILL.md similarity index 100% rename from skills/mlops/guidance/SKILL.md rename to skills/mlops/inference/guidance/SKILL.md diff --git a/skills/mlops/guidance/references/backends.md b/skills/mlops/inference/guidance/references/backends.md similarity index 100% rename from skills/mlops/guidance/references/backends.md rename to skills/mlops/inference/guidance/references/backends.md diff --git a/skills/mlops/guidance/references/constraints.md b/skills/mlops/inference/guidance/references/constraints.md similarity index 100% rename from skills/mlops/guidance/references/constraints.md rename to skills/mlops/inference/guidance/references/constraints.md diff --git a/skills/mlops/guidance/references/examples.md b/skills/mlops/inference/guidance/references/examples.md similarity index 100% rename from skills/mlops/guidance/references/examples.md rename to skills/mlops/inference/guidance/references/examples.md diff --git a/skills/mlops/instructor/SKILL.md b/skills/mlops/inference/instructor/SKILL.md similarity index 100% rename from skills/mlops/instructor/SKILL.md rename to skills/mlops/inference/instructor/SKILL.md diff --git a/skills/mlops/instructor/references/examples.md b/skills/mlops/inference/instructor/references/examples.md similarity index 100% rename from skills/mlops/instructor/references/examples.md rename to skills/mlops/inference/instructor/references/examples.md diff --git a/skills/mlops/instructor/references/providers.md b/skills/mlops/inference/instructor/references/providers.md similarity index 100% rename from skills/mlops/instructor/references/providers.md rename to skills/mlops/inference/instructor/references/providers.md diff --git a/skills/mlops/instructor/references/validation.md b/skills/mlops/inference/instructor/references/validation.md similarity index 100% rename from skills/mlops/instructor/references/validation.md rename to skills/mlops/inference/instructor/references/validation.md diff --git a/skills/mlops/llama-cpp/SKILL.md b/skills/mlops/inference/llama-cpp/SKILL.md similarity index 100% rename from skills/mlops/llama-cpp/SKILL.md rename to skills/mlops/inference/llama-cpp/SKILL.md diff --git a/skills/mlops/llama-cpp/references/optimization.md b/skills/mlops/inference/llama-cpp/references/optimization.md similarity index 100% rename from skills/mlops/llama-cpp/references/optimization.md rename to skills/mlops/inference/llama-cpp/references/optimization.md diff --git a/skills/mlops/llama-cpp/references/quantization.md b/skills/mlops/inference/llama-cpp/references/quantization.md similarity index 100% rename from skills/mlops/llama-cpp/references/quantization.md rename to skills/mlops/inference/llama-cpp/references/quantization.md diff --git a/skills/mlops/llama-cpp/references/server.md b/skills/mlops/inference/llama-cpp/references/server.md similarity index 100% rename from skills/mlops/llama-cpp/references/server.md rename to skills/mlops/inference/llama-cpp/references/server.md diff --git a/skills/mlops/obliteratus/SKILL.md b/skills/mlops/inference/obliteratus/SKILL.md similarity index 100% rename from skills/mlops/obliteratus/SKILL.md rename to skills/mlops/inference/obliteratus/SKILL.md diff --git a/skills/mlops/obliteratus/references/analysis-modules.md b/skills/mlops/inference/obliteratus/references/analysis-modules.md similarity index 100% rename from skills/mlops/obliteratus/references/analysis-modules.md rename to skills/mlops/inference/obliteratus/references/analysis-modules.md diff --git a/skills/mlops/obliteratus/references/methods-guide.md b/skills/mlops/inference/obliteratus/references/methods-guide.md similarity index 100% rename from skills/mlops/obliteratus/references/methods-guide.md rename to skills/mlops/inference/obliteratus/references/methods-guide.md diff --git a/skills/mlops/obliteratus/templates/abliteration-config.yaml b/skills/mlops/inference/obliteratus/templates/abliteration-config.yaml similarity index 100% rename from skills/mlops/obliteratus/templates/abliteration-config.yaml rename to skills/mlops/inference/obliteratus/templates/abliteration-config.yaml diff --git a/skills/mlops/obliteratus/templates/analysis-study.yaml b/skills/mlops/inference/obliteratus/templates/analysis-study.yaml similarity index 100% rename from skills/mlops/obliteratus/templates/analysis-study.yaml rename to skills/mlops/inference/obliteratus/templates/analysis-study.yaml diff --git a/skills/mlops/obliteratus/templates/batch-abliteration.yaml b/skills/mlops/inference/obliteratus/templates/batch-abliteration.yaml similarity index 100% rename from skills/mlops/obliteratus/templates/batch-abliteration.yaml rename to skills/mlops/inference/obliteratus/templates/batch-abliteration.yaml diff --git a/skills/mlops/outlines/SKILL.md b/skills/mlops/inference/outlines/SKILL.md similarity index 100% rename from skills/mlops/outlines/SKILL.md rename to skills/mlops/inference/outlines/SKILL.md diff --git a/skills/mlops/outlines/references/backends.md b/skills/mlops/inference/outlines/references/backends.md similarity index 100% rename from skills/mlops/outlines/references/backends.md rename to skills/mlops/inference/outlines/references/backends.md diff --git a/skills/mlops/outlines/references/examples.md b/skills/mlops/inference/outlines/references/examples.md similarity index 100% rename from skills/mlops/outlines/references/examples.md rename to skills/mlops/inference/outlines/references/examples.md diff --git a/skills/mlops/outlines/references/json_generation.md b/skills/mlops/inference/outlines/references/json_generation.md similarity index 100% rename from skills/mlops/outlines/references/json_generation.md rename to skills/mlops/inference/outlines/references/json_generation.md diff --git a/skills/mlops/tensorrt-llm/SKILL.md b/skills/mlops/inference/tensorrt-llm/SKILL.md similarity index 100% rename from skills/mlops/tensorrt-llm/SKILL.md rename to skills/mlops/inference/tensorrt-llm/SKILL.md diff --git a/skills/mlops/tensorrt-llm/references/multi-gpu.md b/skills/mlops/inference/tensorrt-llm/references/multi-gpu.md similarity index 100% rename from skills/mlops/tensorrt-llm/references/multi-gpu.md rename to skills/mlops/inference/tensorrt-llm/references/multi-gpu.md diff --git a/skills/mlops/tensorrt-llm/references/optimization.md b/skills/mlops/inference/tensorrt-llm/references/optimization.md similarity index 100% rename from skills/mlops/tensorrt-llm/references/optimization.md rename to skills/mlops/inference/tensorrt-llm/references/optimization.md diff --git a/skills/mlops/tensorrt-llm/references/serving.md b/skills/mlops/inference/tensorrt-llm/references/serving.md similarity index 100% rename from skills/mlops/tensorrt-llm/references/serving.md rename to skills/mlops/inference/tensorrt-llm/references/serving.md diff --git a/skills/mlops/vllm/SKILL.md b/skills/mlops/inference/vllm/SKILL.md similarity index 100% rename from skills/mlops/vllm/SKILL.md rename to skills/mlops/inference/vllm/SKILL.md diff --git a/skills/mlops/vllm/references/optimization.md b/skills/mlops/inference/vllm/references/optimization.md similarity index 100% rename from skills/mlops/vllm/references/optimization.md rename to skills/mlops/inference/vllm/references/optimization.md diff --git a/skills/mlops/vllm/references/quantization.md b/skills/mlops/inference/vllm/references/quantization.md similarity index 100% rename from skills/mlops/vllm/references/quantization.md rename to skills/mlops/inference/vllm/references/quantization.md diff --git a/skills/mlops/vllm/references/server-deployment.md b/skills/mlops/inference/vllm/references/server-deployment.md similarity index 100% rename from skills/mlops/vllm/references/server-deployment.md rename to skills/mlops/inference/vllm/references/server-deployment.md diff --git a/skills/mlops/vllm/references/troubleshooting.md b/skills/mlops/inference/vllm/references/troubleshooting.md similarity index 100% rename from skills/mlops/vllm/references/troubleshooting.md rename to skills/mlops/inference/vllm/references/troubleshooting.md diff --git a/skills/mlops/models/DESCRIPTION.md b/skills/mlops/models/DESCRIPTION.md new file mode 100644 index 000000000..8170b517f --- /dev/null +++ b/skills/mlops/models/DESCRIPTION.md @@ -0,0 +1,3 @@ +--- +description: Specific model architectures and tools — computer vision (CLIP, SAM, Stable Diffusion), speech (Whisper), audio generation (AudioCraft), and multimodal models (LLaVA). +--- diff --git a/skills/mlops/audiocraft/SKILL.md b/skills/mlops/models/audiocraft/SKILL.md similarity index 100% rename from skills/mlops/audiocraft/SKILL.md rename to skills/mlops/models/audiocraft/SKILL.md diff --git a/skills/mlops/audiocraft/references/advanced-usage.md b/skills/mlops/models/audiocraft/references/advanced-usage.md similarity index 100% rename from skills/mlops/audiocraft/references/advanced-usage.md rename to skills/mlops/models/audiocraft/references/advanced-usage.md diff --git a/skills/mlops/audiocraft/references/troubleshooting.md b/skills/mlops/models/audiocraft/references/troubleshooting.md similarity index 100% rename from skills/mlops/audiocraft/references/troubleshooting.md rename to skills/mlops/models/audiocraft/references/troubleshooting.md diff --git a/skills/mlops/clip/SKILL.md b/skills/mlops/models/clip/SKILL.md similarity index 100% rename from skills/mlops/clip/SKILL.md rename to skills/mlops/models/clip/SKILL.md diff --git a/skills/mlops/clip/references/applications.md b/skills/mlops/models/clip/references/applications.md similarity index 100% rename from skills/mlops/clip/references/applications.md rename to skills/mlops/models/clip/references/applications.md diff --git a/skills/mlops/llava/SKILL.md b/skills/mlops/models/llava/SKILL.md similarity index 100% rename from skills/mlops/llava/SKILL.md rename to skills/mlops/models/llava/SKILL.md diff --git a/skills/mlops/llava/references/training.md b/skills/mlops/models/llava/references/training.md similarity index 100% rename from skills/mlops/llava/references/training.md rename to skills/mlops/models/llava/references/training.md diff --git a/skills/mlops/segment-anything/SKILL.md b/skills/mlops/models/segment-anything/SKILL.md similarity index 100% rename from skills/mlops/segment-anything/SKILL.md rename to skills/mlops/models/segment-anything/SKILL.md diff --git a/skills/mlops/segment-anything/references/advanced-usage.md b/skills/mlops/models/segment-anything/references/advanced-usage.md similarity index 100% rename from skills/mlops/segment-anything/references/advanced-usage.md rename to skills/mlops/models/segment-anything/references/advanced-usage.md diff --git a/skills/mlops/segment-anything/references/troubleshooting.md b/skills/mlops/models/segment-anything/references/troubleshooting.md similarity index 100% rename from skills/mlops/segment-anything/references/troubleshooting.md rename to skills/mlops/models/segment-anything/references/troubleshooting.md diff --git a/skills/mlops/stable-diffusion/SKILL.md b/skills/mlops/models/stable-diffusion/SKILL.md similarity index 100% rename from skills/mlops/stable-diffusion/SKILL.md rename to skills/mlops/models/stable-diffusion/SKILL.md diff --git a/skills/mlops/stable-diffusion/references/advanced-usage.md b/skills/mlops/models/stable-diffusion/references/advanced-usage.md similarity index 100% rename from skills/mlops/stable-diffusion/references/advanced-usage.md rename to skills/mlops/models/stable-diffusion/references/advanced-usage.md diff --git a/skills/mlops/stable-diffusion/references/troubleshooting.md b/skills/mlops/models/stable-diffusion/references/troubleshooting.md similarity index 100% rename from skills/mlops/stable-diffusion/references/troubleshooting.md rename to skills/mlops/models/stable-diffusion/references/troubleshooting.md diff --git a/skills/mlops/whisper/SKILL.md b/skills/mlops/models/whisper/SKILL.md similarity index 100% rename from skills/mlops/whisper/SKILL.md rename to skills/mlops/models/whisper/SKILL.md diff --git a/skills/mlops/whisper/references/languages.md b/skills/mlops/models/whisper/references/languages.md similarity index 100% rename from skills/mlops/whisper/references/languages.md rename to skills/mlops/models/whisper/references/languages.md diff --git a/skills/mlops/research/DESCRIPTION.md b/skills/mlops/research/DESCRIPTION.md new file mode 100644 index 000000000..51501e209 --- /dev/null +++ b/skills/mlops/research/DESCRIPTION.md @@ -0,0 +1,3 @@ +--- +description: ML research frameworks for building and optimizing AI systems with declarative programming. +--- diff --git a/skills/mlops/dspy/SKILL.md b/skills/mlops/research/dspy/SKILL.md similarity index 100% rename from skills/mlops/dspy/SKILL.md rename to skills/mlops/research/dspy/SKILL.md diff --git a/skills/mlops/dspy/references/examples.md b/skills/mlops/research/dspy/references/examples.md similarity index 100% rename from skills/mlops/dspy/references/examples.md rename to skills/mlops/research/dspy/references/examples.md diff --git a/skills/mlops/dspy/references/modules.md b/skills/mlops/research/dspy/references/modules.md similarity index 100% rename from skills/mlops/dspy/references/modules.md rename to skills/mlops/research/dspy/references/modules.md diff --git a/skills/mlops/dspy/references/optimizers.md b/skills/mlops/research/dspy/references/optimizers.md similarity index 100% rename from skills/mlops/dspy/references/optimizers.md rename to skills/mlops/research/dspy/references/optimizers.md diff --git a/skills/mlops/training/DESCRIPTION.md b/skills/mlops/training/DESCRIPTION.md new file mode 100644 index 000000000..fddb5248d --- /dev/null +++ b/skills/mlops/training/DESCRIPTION.md @@ -0,0 +1,3 @@ +--- +description: Fine-tuning, RLHF/DPO/GRPO training, distributed training frameworks, and optimization tools for training LLMs and other models. +--- diff --git a/skills/mlops/accelerate/SKILL.md b/skills/mlops/training/accelerate/SKILL.md similarity index 100% rename from skills/mlops/accelerate/SKILL.md rename to skills/mlops/training/accelerate/SKILL.md diff --git a/skills/mlops/accelerate/references/custom-plugins.md b/skills/mlops/training/accelerate/references/custom-plugins.md similarity index 100% rename from skills/mlops/accelerate/references/custom-plugins.md rename to skills/mlops/training/accelerate/references/custom-plugins.md diff --git a/skills/mlops/accelerate/references/megatron-integration.md b/skills/mlops/training/accelerate/references/megatron-integration.md similarity index 100% rename from skills/mlops/accelerate/references/megatron-integration.md rename to skills/mlops/training/accelerate/references/megatron-integration.md diff --git a/skills/mlops/accelerate/references/performance.md b/skills/mlops/training/accelerate/references/performance.md similarity index 100% rename from skills/mlops/accelerate/references/performance.md rename to skills/mlops/training/accelerate/references/performance.md diff --git a/skills/mlops/axolotl/SKILL.md b/skills/mlops/training/axolotl/SKILL.md similarity index 100% rename from skills/mlops/axolotl/SKILL.md rename to skills/mlops/training/axolotl/SKILL.md diff --git a/skills/mlops/axolotl/references/api.md b/skills/mlops/training/axolotl/references/api.md similarity index 100% rename from skills/mlops/axolotl/references/api.md rename to skills/mlops/training/axolotl/references/api.md diff --git a/skills/mlops/axolotl/references/dataset-formats.md b/skills/mlops/training/axolotl/references/dataset-formats.md similarity index 100% rename from skills/mlops/axolotl/references/dataset-formats.md rename to skills/mlops/training/axolotl/references/dataset-formats.md diff --git a/skills/mlops/axolotl/references/index.md b/skills/mlops/training/axolotl/references/index.md similarity index 100% rename from skills/mlops/axolotl/references/index.md rename to skills/mlops/training/axolotl/references/index.md diff --git a/skills/mlops/axolotl/references/other.md b/skills/mlops/training/axolotl/references/other.md similarity index 100% rename from skills/mlops/axolotl/references/other.md rename to skills/mlops/training/axolotl/references/other.md diff --git a/skills/mlops/flash-attention/SKILL.md b/skills/mlops/training/flash-attention/SKILL.md similarity index 100% rename from skills/mlops/flash-attention/SKILL.md rename to skills/mlops/training/flash-attention/SKILL.md diff --git a/skills/mlops/flash-attention/references/benchmarks.md b/skills/mlops/training/flash-attention/references/benchmarks.md similarity index 100% rename from skills/mlops/flash-attention/references/benchmarks.md rename to skills/mlops/training/flash-attention/references/benchmarks.md diff --git a/skills/mlops/flash-attention/references/transformers-integration.md b/skills/mlops/training/flash-attention/references/transformers-integration.md similarity index 100% rename from skills/mlops/flash-attention/references/transformers-integration.md rename to skills/mlops/training/flash-attention/references/transformers-integration.md diff --git a/skills/mlops/grpo-rl-training/README.md b/skills/mlops/training/grpo-rl-training/README.md similarity index 100% rename from skills/mlops/grpo-rl-training/README.md rename to skills/mlops/training/grpo-rl-training/README.md diff --git a/skills/mlops/grpo-rl-training/SKILL.md b/skills/mlops/training/grpo-rl-training/SKILL.md similarity index 100% rename from skills/mlops/grpo-rl-training/SKILL.md rename to skills/mlops/training/grpo-rl-training/SKILL.md diff --git a/skills/mlops/grpo-rl-training/templates/basic_grpo_training.py b/skills/mlops/training/grpo-rl-training/templates/basic_grpo_training.py similarity index 100% rename from skills/mlops/grpo-rl-training/templates/basic_grpo_training.py rename to skills/mlops/training/grpo-rl-training/templates/basic_grpo_training.py diff --git a/skills/mlops/peft/SKILL.md b/skills/mlops/training/peft/SKILL.md similarity index 100% rename from skills/mlops/peft/SKILL.md rename to skills/mlops/training/peft/SKILL.md diff --git a/skills/mlops/peft/references/advanced-usage.md b/skills/mlops/training/peft/references/advanced-usage.md similarity index 100% rename from skills/mlops/peft/references/advanced-usage.md rename to skills/mlops/training/peft/references/advanced-usage.md diff --git a/skills/mlops/peft/references/troubleshooting.md b/skills/mlops/training/peft/references/troubleshooting.md similarity index 100% rename from skills/mlops/peft/references/troubleshooting.md rename to skills/mlops/training/peft/references/troubleshooting.md diff --git a/skills/mlops/pytorch-fsdp/SKILL.md b/skills/mlops/training/pytorch-fsdp/SKILL.md similarity index 100% rename from skills/mlops/pytorch-fsdp/SKILL.md rename to skills/mlops/training/pytorch-fsdp/SKILL.md diff --git a/skills/mlops/pytorch-fsdp/references/index.md b/skills/mlops/training/pytorch-fsdp/references/index.md similarity index 100% rename from skills/mlops/pytorch-fsdp/references/index.md rename to skills/mlops/training/pytorch-fsdp/references/index.md diff --git a/skills/mlops/pytorch-fsdp/references/other.md b/skills/mlops/training/pytorch-fsdp/references/other.md similarity index 100% rename from skills/mlops/pytorch-fsdp/references/other.md rename to skills/mlops/training/pytorch-fsdp/references/other.md diff --git a/skills/mlops/pytorch-lightning/SKILL.md b/skills/mlops/training/pytorch-lightning/SKILL.md similarity index 100% rename from skills/mlops/pytorch-lightning/SKILL.md rename to skills/mlops/training/pytorch-lightning/SKILL.md diff --git a/skills/mlops/pytorch-lightning/references/callbacks.md b/skills/mlops/training/pytorch-lightning/references/callbacks.md similarity index 100% rename from skills/mlops/pytorch-lightning/references/callbacks.md rename to skills/mlops/training/pytorch-lightning/references/callbacks.md diff --git a/skills/mlops/pytorch-lightning/references/distributed.md b/skills/mlops/training/pytorch-lightning/references/distributed.md similarity index 100% rename from skills/mlops/pytorch-lightning/references/distributed.md rename to skills/mlops/training/pytorch-lightning/references/distributed.md diff --git a/skills/mlops/pytorch-lightning/references/hyperparameter-tuning.md b/skills/mlops/training/pytorch-lightning/references/hyperparameter-tuning.md similarity index 100% rename from skills/mlops/pytorch-lightning/references/hyperparameter-tuning.md rename to skills/mlops/training/pytorch-lightning/references/hyperparameter-tuning.md diff --git a/skills/mlops/simpo/SKILL.md b/skills/mlops/training/simpo/SKILL.md similarity index 100% rename from skills/mlops/simpo/SKILL.md rename to skills/mlops/training/simpo/SKILL.md diff --git a/skills/mlops/simpo/references/datasets.md b/skills/mlops/training/simpo/references/datasets.md similarity index 100% rename from skills/mlops/simpo/references/datasets.md rename to skills/mlops/training/simpo/references/datasets.md diff --git a/skills/mlops/simpo/references/hyperparameters.md b/skills/mlops/training/simpo/references/hyperparameters.md similarity index 100% rename from skills/mlops/simpo/references/hyperparameters.md rename to skills/mlops/training/simpo/references/hyperparameters.md diff --git a/skills/mlops/simpo/references/loss-functions.md b/skills/mlops/training/simpo/references/loss-functions.md similarity index 100% rename from skills/mlops/simpo/references/loss-functions.md rename to skills/mlops/training/simpo/references/loss-functions.md diff --git a/skills/mlops/slime/SKILL.md b/skills/mlops/training/slime/SKILL.md similarity index 100% rename from skills/mlops/slime/SKILL.md rename to skills/mlops/training/slime/SKILL.md diff --git a/skills/mlops/slime/references/api-reference.md b/skills/mlops/training/slime/references/api-reference.md similarity index 100% rename from skills/mlops/slime/references/api-reference.md rename to skills/mlops/training/slime/references/api-reference.md diff --git a/skills/mlops/slime/references/troubleshooting.md b/skills/mlops/training/slime/references/troubleshooting.md similarity index 100% rename from skills/mlops/slime/references/troubleshooting.md rename to skills/mlops/training/slime/references/troubleshooting.md diff --git a/skills/mlops/torchtitan/SKILL.md b/skills/mlops/training/torchtitan/SKILL.md similarity index 100% rename from skills/mlops/torchtitan/SKILL.md rename to skills/mlops/training/torchtitan/SKILL.md diff --git a/skills/mlops/torchtitan/references/checkpoint.md b/skills/mlops/training/torchtitan/references/checkpoint.md similarity index 100% rename from skills/mlops/torchtitan/references/checkpoint.md rename to skills/mlops/training/torchtitan/references/checkpoint.md diff --git a/skills/mlops/torchtitan/references/custom-models.md b/skills/mlops/training/torchtitan/references/custom-models.md similarity index 100% rename from skills/mlops/torchtitan/references/custom-models.md rename to skills/mlops/training/torchtitan/references/custom-models.md diff --git a/skills/mlops/torchtitan/references/float8.md b/skills/mlops/training/torchtitan/references/float8.md similarity index 100% rename from skills/mlops/torchtitan/references/float8.md rename to skills/mlops/training/torchtitan/references/float8.md diff --git a/skills/mlops/torchtitan/references/fsdp.md b/skills/mlops/training/torchtitan/references/fsdp.md similarity index 100% rename from skills/mlops/torchtitan/references/fsdp.md rename to skills/mlops/training/torchtitan/references/fsdp.md diff --git a/skills/mlops/trl-fine-tuning/SKILL.md b/skills/mlops/training/trl-fine-tuning/SKILL.md similarity index 100% rename from skills/mlops/trl-fine-tuning/SKILL.md rename to skills/mlops/training/trl-fine-tuning/SKILL.md diff --git a/skills/mlops/trl-fine-tuning/references/dpo-variants.md b/skills/mlops/training/trl-fine-tuning/references/dpo-variants.md similarity index 100% rename from skills/mlops/trl-fine-tuning/references/dpo-variants.md rename to skills/mlops/training/trl-fine-tuning/references/dpo-variants.md diff --git a/skills/mlops/trl-fine-tuning/references/online-rl.md b/skills/mlops/training/trl-fine-tuning/references/online-rl.md similarity index 100% rename from skills/mlops/trl-fine-tuning/references/online-rl.md rename to skills/mlops/training/trl-fine-tuning/references/online-rl.md diff --git a/skills/mlops/trl-fine-tuning/references/reward-modeling.md b/skills/mlops/training/trl-fine-tuning/references/reward-modeling.md similarity index 100% rename from skills/mlops/trl-fine-tuning/references/reward-modeling.md rename to skills/mlops/training/trl-fine-tuning/references/reward-modeling.md diff --git a/skills/mlops/trl-fine-tuning/references/sft-training.md b/skills/mlops/training/trl-fine-tuning/references/sft-training.md similarity index 100% rename from skills/mlops/trl-fine-tuning/references/sft-training.md rename to skills/mlops/training/trl-fine-tuning/references/sft-training.md diff --git a/skills/mlops/unsloth/SKILL.md b/skills/mlops/training/unsloth/SKILL.md similarity index 100% rename from skills/mlops/unsloth/SKILL.md rename to skills/mlops/training/unsloth/SKILL.md diff --git a/skills/mlops/unsloth/references/index.md b/skills/mlops/training/unsloth/references/index.md similarity index 100% rename from skills/mlops/unsloth/references/index.md rename to skills/mlops/training/unsloth/references/index.md diff --git a/skills/mlops/unsloth/references/llms-full.md b/skills/mlops/training/unsloth/references/llms-full.md similarity index 100% rename from skills/mlops/unsloth/references/llms-full.md rename to skills/mlops/training/unsloth/references/llms-full.md diff --git a/skills/mlops/unsloth/references/llms-txt.md b/skills/mlops/training/unsloth/references/llms-txt.md similarity index 100% rename from skills/mlops/unsloth/references/llms-txt.md rename to skills/mlops/training/unsloth/references/llms-txt.md diff --git a/skills/mlops/unsloth/references/llms.md b/skills/mlops/training/unsloth/references/llms.md similarity index 100% rename from skills/mlops/unsloth/references/llms.md rename to skills/mlops/training/unsloth/references/llms.md diff --git a/skills/mlops/vector-databases/DESCRIPTION.md b/skills/mlops/vector-databases/DESCRIPTION.md new file mode 100644 index 000000000..99a4ae094 --- /dev/null +++ b/skills/mlops/vector-databases/DESCRIPTION.md @@ -0,0 +1,3 @@ +--- +description: Vector similarity search and embedding databases for RAG, semantic search, and AI application backends. +--- diff --git a/skills/mlops/chroma/SKILL.md b/skills/mlops/vector-databases/chroma/SKILL.md similarity index 100% rename from skills/mlops/chroma/SKILL.md rename to skills/mlops/vector-databases/chroma/SKILL.md diff --git a/skills/mlops/chroma/references/integration.md b/skills/mlops/vector-databases/chroma/references/integration.md similarity index 100% rename from skills/mlops/chroma/references/integration.md rename to skills/mlops/vector-databases/chroma/references/integration.md diff --git a/skills/mlops/faiss/SKILL.md b/skills/mlops/vector-databases/faiss/SKILL.md similarity index 100% rename from skills/mlops/faiss/SKILL.md rename to skills/mlops/vector-databases/faiss/SKILL.md diff --git a/skills/mlops/faiss/references/index_types.md b/skills/mlops/vector-databases/faiss/references/index_types.md similarity index 100% rename from skills/mlops/faiss/references/index_types.md rename to skills/mlops/vector-databases/faiss/references/index_types.md diff --git a/skills/mlops/pinecone/SKILL.md b/skills/mlops/vector-databases/pinecone/SKILL.md similarity index 100% rename from skills/mlops/pinecone/SKILL.md rename to skills/mlops/vector-databases/pinecone/SKILL.md diff --git a/skills/mlops/pinecone/references/deployment.md b/skills/mlops/vector-databases/pinecone/references/deployment.md similarity index 100% rename from skills/mlops/pinecone/references/deployment.md rename to skills/mlops/vector-databases/pinecone/references/deployment.md diff --git a/skills/mlops/qdrant/SKILL.md b/skills/mlops/vector-databases/qdrant/SKILL.md similarity index 100% rename from skills/mlops/qdrant/SKILL.md rename to skills/mlops/vector-databases/qdrant/SKILL.md diff --git a/skills/mlops/qdrant/references/advanced-usage.md b/skills/mlops/vector-databases/qdrant/references/advanced-usage.md similarity index 100% rename from skills/mlops/qdrant/references/advanced-usage.md rename to skills/mlops/vector-databases/qdrant/references/advanced-usage.md diff --git a/skills/mlops/qdrant/references/troubleshooting.md b/skills/mlops/vector-databases/qdrant/references/troubleshooting.md similarity index 100% rename from skills/mlops/qdrant/references/troubleshooting.md rename to skills/mlops/vector-databases/qdrant/references/troubleshooting.md diff --git a/skills/ocr-and-documents/DESCRIPTION.md b/skills/productivity/ocr-and-documents/DESCRIPTION.md similarity index 100% rename from skills/ocr-and-documents/DESCRIPTION.md rename to skills/productivity/ocr-and-documents/DESCRIPTION.md diff --git a/skills/ocr-and-documents/SKILL.md b/skills/productivity/ocr-and-documents/SKILL.md similarity index 100% rename from skills/ocr-and-documents/SKILL.md rename to skills/productivity/ocr-and-documents/SKILL.md diff --git a/skills/ocr-and-documents/scripts/extract_marker.py b/skills/productivity/ocr-and-documents/scripts/extract_marker.py similarity index 100% rename from skills/ocr-and-documents/scripts/extract_marker.py rename to skills/productivity/ocr-and-documents/scripts/extract_marker.py diff --git a/skills/ocr-and-documents/scripts/extract_pymupdf.py b/skills/productivity/ocr-and-documents/scripts/extract_pymupdf.py similarity index 100% rename from skills/ocr-and-documents/scripts/extract_pymupdf.py rename to skills/productivity/ocr-and-documents/scripts/extract_pymupdf.py diff --git a/skills/research/DESCRIPTION.md b/skills/research/DESCRIPTION.md index 8bcf33023..a54c16906 100644 --- a/skills/research/DESCRIPTION.md +++ b/skills/research/DESCRIPTION.md @@ -1,3 +1,3 @@ --- -description: Skills for academic research, paper discovery, literature review, and scientific knowledge retrieval. +description: Skills for academic research, paper discovery, literature review, domain reconnaissance, market data, content monitoring, and scientific knowledge retrieval. --- diff --git a/skills/feeds/blogwatcher/SKILL.md b/skills/research/blogwatcher/SKILL.md similarity index 100% rename from skills/feeds/blogwatcher/SKILL.md rename to skills/research/blogwatcher/SKILL.md diff --git a/skills/domain/domain-intel/SKILL.md b/skills/research/domain-intel/SKILL.md similarity index 100% rename from skills/domain/domain-intel/SKILL.md rename to skills/research/domain-intel/SKILL.md diff --git a/skills/domain/domain-intel/scripts/domain_intel.py b/skills/research/domain-intel/scripts/domain_intel.py similarity index 100% rename from skills/domain/domain-intel/scripts/domain_intel.py rename to skills/research/domain-intel/scripts/domain_intel.py diff --git a/skills/mlops/ml-paper-writing/SKILL.md b/skills/research/ml-paper-writing/SKILL.md similarity index 100% rename from skills/mlops/ml-paper-writing/SKILL.md rename to skills/research/ml-paper-writing/SKILL.md diff --git a/skills/mlops/ml-paper-writing/references/checklists.md b/skills/research/ml-paper-writing/references/checklists.md similarity index 100% rename from skills/mlops/ml-paper-writing/references/checklists.md rename to skills/research/ml-paper-writing/references/checklists.md diff --git a/skills/mlops/ml-paper-writing/references/citation-workflow.md b/skills/research/ml-paper-writing/references/citation-workflow.md similarity index 100% rename from skills/mlops/ml-paper-writing/references/citation-workflow.md rename to skills/research/ml-paper-writing/references/citation-workflow.md diff --git a/skills/mlops/ml-paper-writing/references/reviewer-guidelines.md b/skills/research/ml-paper-writing/references/reviewer-guidelines.md similarity index 100% rename from skills/mlops/ml-paper-writing/references/reviewer-guidelines.md rename to skills/research/ml-paper-writing/references/reviewer-guidelines.md diff --git a/skills/mlops/ml-paper-writing/references/sources.md b/skills/research/ml-paper-writing/references/sources.md similarity index 100% rename from skills/mlops/ml-paper-writing/references/sources.md rename to skills/research/ml-paper-writing/references/sources.md diff --git a/skills/mlops/ml-paper-writing/references/writing-guide.md b/skills/research/ml-paper-writing/references/writing-guide.md similarity index 100% rename from skills/mlops/ml-paper-writing/references/writing-guide.md rename to skills/research/ml-paper-writing/references/writing-guide.md diff --git a/skills/mlops/ml-paper-writing/templates/README.md b/skills/research/ml-paper-writing/templates/README.md similarity index 100% rename from skills/mlops/ml-paper-writing/templates/README.md rename to skills/research/ml-paper-writing/templates/README.md diff --git a/skills/mlops/ml-paper-writing/templates/aaai2026/README.md b/skills/research/ml-paper-writing/templates/aaai2026/README.md similarity index 100% rename from skills/mlops/ml-paper-writing/templates/aaai2026/README.md rename to skills/research/ml-paper-writing/templates/aaai2026/README.md diff --git a/skills/mlops/ml-paper-writing/templates/aaai2026/aaai2026-unified-supp.tex b/skills/research/ml-paper-writing/templates/aaai2026/aaai2026-unified-supp.tex similarity index 100% rename from skills/mlops/ml-paper-writing/templates/aaai2026/aaai2026-unified-supp.tex rename to skills/research/ml-paper-writing/templates/aaai2026/aaai2026-unified-supp.tex diff --git a/skills/mlops/ml-paper-writing/templates/aaai2026/aaai2026-unified-template.tex b/skills/research/ml-paper-writing/templates/aaai2026/aaai2026-unified-template.tex similarity index 100% rename from skills/mlops/ml-paper-writing/templates/aaai2026/aaai2026-unified-template.tex rename to skills/research/ml-paper-writing/templates/aaai2026/aaai2026-unified-template.tex diff --git a/skills/mlops/ml-paper-writing/templates/aaai2026/aaai2026.bib b/skills/research/ml-paper-writing/templates/aaai2026/aaai2026.bib similarity index 100% rename from skills/mlops/ml-paper-writing/templates/aaai2026/aaai2026.bib rename to skills/research/ml-paper-writing/templates/aaai2026/aaai2026.bib diff --git a/skills/mlops/ml-paper-writing/templates/aaai2026/aaai2026.bst b/skills/research/ml-paper-writing/templates/aaai2026/aaai2026.bst similarity index 100% rename from skills/mlops/ml-paper-writing/templates/aaai2026/aaai2026.bst rename to skills/research/ml-paper-writing/templates/aaai2026/aaai2026.bst diff --git a/skills/mlops/ml-paper-writing/templates/aaai2026/aaai2026.sty b/skills/research/ml-paper-writing/templates/aaai2026/aaai2026.sty similarity index 100% rename from skills/mlops/ml-paper-writing/templates/aaai2026/aaai2026.sty rename to skills/research/ml-paper-writing/templates/aaai2026/aaai2026.sty diff --git a/skills/mlops/ml-paper-writing/templates/acl/README.md b/skills/research/ml-paper-writing/templates/acl/README.md similarity index 100% rename from skills/mlops/ml-paper-writing/templates/acl/README.md rename to skills/research/ml-paper-writing/templates/acl/README.md diff --git a/skills/mlops/ml-paper-writing/templates/acl/acl.sty b/skills/research/ml-paper-writing/templates/acl/acl.sty similarity index 100% rename from skills/mlops/ml-paper-writing/templates/acl/acl.sty rename to skills/research/ml-paper-writing/templates/acl/acl.sty diff --git a/skills/mlops/ml-paper-writing/templates/acl/acl_latex.tex b/skills/research/ml-paper-writing/templates/acl/acl_latex.tex similarity index 100% rename from skills/mlops/ml-paper-writing/templates/acl/acl_latex.tex rename to skills/research/ml-paper-writing/templates/acl/acl_latex.tex diff --git a/skills/mlops/ml-paper-writing/templates/acl/acl_lualatex.tex b/skills/research/ml-paper-writing/templates/acl/acl_lualatex.tex similarity index 100% rename from skills/mlops/ml-paper-writing/templates/acl/acl_lualatex.tex rename to skills/research/ml-paper-writing/templates/acl/acl_lualatex.tex diff --git a/skills/mlops/ml-paper-writing/templates/acl/acl_natbib.bst b/skills/research/ml-paper-writing/templates/acl/acl_natbib.bst similarity index 100% rename from skills/mlops/ml-paper-writing/templates/acl/acl_natbib.bst rename to skills/research/ml-paper-writing/templates/acl/acl_natbib.bst diff --git a/skills/mlops/ml-paper-writing/templates/acl/anthology.bib.txt b/skills/research/ml-paper-writing/templates/acl/anthology.bib.txt similarity index 100% rename from skills/mlops/ml-paper-writing/templates/acl/anthology.bib.txt rename to skills/research/ml-paper-writing/templates/acl/anthology.bib.txt diff --git a/skills/mlops/ml-paper-writing/templates/acl/custom.bib b/skills/research/ml-paper-writing/templates/acl/custom.bib similarity index 100% rename from skills/mlops/ml-paper-writing/templates/acl/custom.bib rename to skills/research/ml-paper-writing/templates/acl/custom.bib diff --git a/skills/mlops/ml-paper-writing/templates/acl/formatting.md b/skills/research/ml-paper-writing/templates/acl/formatting.md similarity index 100% rename from skills/mlops/ml-paper-writing/templates/acl/formatting.md rename to skills/research/ml-paper-writing/templates/acl/formatting.md diff --git a/skills/mlops/ml-paper-writing/templates/colm2025/README.md b/skills/research/ml-paper-writing/templates/colm2025/README.md similarity index 100% rename from skills/mlops/ml-paper-writing/templates/colm2025/README.md rename to skills/research/ml-paper-writing/templates/colm2025/README.md diff --git a/skills/mlops/ml-paper-writing/templates/colm2025/colm2025_conference.bib b/skills/research/ml-paper-writing/templates/colm2025/colm2025_conference.bib similarity index 100% rename from skills/mlops/ml-paper-writing/templates/colm2025/colm2025_conference.bib rename to skills/research/ml-paper-writing/templates/colm2025/colm2025_conference.bib diff --git a/skills/mlops/ml-paper-writing/templates/colm2025/colm2025_conference.bst b/skills/research/ml-paper-writing/templates/colm2025/colm2025_conference.bst similarity index 100% rename from skills/mlops/ml-paper-writing/templates/colm2025/colm2025_conference.bst rename to skills/research/ml-paper-writing/templates/colm2025/colm2025_conference.bst diff --git a/skills/mlops/ml-paper-writing/templates/colm2025/colm2025_conference.pdf b/skills/research/ml-paper-writing/templates/colm2025/colm2025_conference.pdf similarity index 100% rename from skills/mlops/ml-paper-writing/templates/colm2025/colm2025_conference.pdf rename to skills/research/ml-paper-writing/templates/colm2025/colm2025_conference.pdf diff --git a/skills/mlops/ml-paper-writing/templates/colm2025/colm2025_conference.sty b/skills/research/ml-paper-writing/templates/colm2025/colm2025_conference.sty similarity index 100% rename from skills/mlops/ml-paper-writing/templates/colm2025/colm2025_conference.sty rename to skills/research/ml-paper-writing/templates/colm2025/colm2025_conference.sty diff --git a/skills/mlops/ml-paper-writing/templates/colm2025/colm2025_conference.tex b/skills/research/ml-paper-writing/templates/colm2025/colm2025_conference.tex similarity index 100% rename from skills/mlops/ml-paper-writing/templates/colm2025/colm2025_conference.tex rename to skills/research/ml-paper-writing/templates/colm2025/colm2025_conference.tex diff --git a/skills/mlops/ml-paper-writing/templates/colm2025/fancyhdr.sty b/skills/research/ml-paper-writing/templates/colm2025/fancyhdr.sty similarity index 100% rename from skills/mlops/ml-paper-writing/templates/colm2025/fancyhdr.sty rename to skills/research/ml-paper-writing/templates/colm2025/fancyhdr.sty diff --git a/skills/mlops/ml-paper-writing/templates/colm2025/math_commands.tex b/skills/research/ml-paper-writing/templates/colm2025/math_commands.tex similarity index 100% rename from skills/mlops/ml-paper-writing/templates/colm2025/math_commands.tex rename to skills/research/ml-paper-writing/templates/colm2025/math_commands.tex diff --git a/skills/mlops/ml-paper-writing/templates/colm2025/natbib.sty b/skills/research/ml-paper-writing/templates/colm2025/natbib.sty similarity index 100% rename from skills/mlops/ml-paper-writing/templates/colm2025/natbib.sty rename to skills/research/ml-paper-writing/templates/colm2025/natbib.sty diff --git a/skills/mlops/ml-paper-writing/templates/iclr2026/fancyhdr.sty b/skills/research/ml-paper-writing/templates/iclr2026/fancyhdr.sty similarity index 100% rename from skills/mlops/ml-paper-writing/templates/iclr2026/fancyhdr.sty rename to skills/research/ml-paper-writing/templates/iclr2026/fancyhdr.sty diff --git a/skills/mlops/ml-paper-writing/templates/iclr2026/iclr2026_conference.bib b/skills/research/ml-paper-writing/templates/iclr2026/iclr2026_conference.bib similarity index 100% rename from skills/mlops/ml-paper-writing/templates/iclr2026/iclr2026_conference.bib rename to skills/research/ml-paper-writing/templates/iclr2026/iclr2026_conference.bib diff --git a/skills/mlops/ml-paper-writing/templates/iclr2026/iclr2026_conference.bst b/skills/research/ml-paper-writing/templates/iclr2026/iclr2026_conference.bst similarity index 100% rename from skills/mlops/ml-paper-writing/templates/iclr2026/iclr2026_conference.bst rename to skills/research/ml-paper-writing/templates/iclr2026/iclr2026_conference.bst diff --git a/skills/mlops/ml-paper-writing/templates/iclr2026/iclr2026_conference.pdf b/skills/research/ml-paper-writing/templates/iclr2026/iclr2026_conference.pdf similarity index 100% rename from skills/mlops/ml-paper-writing/templates/iclr2026/iclr2026_conference.pdf rename to skills/research/ml-paper-writing/templates/iclr2026/iclr2026_conference.pdf diff --git a/skills/mlops/ml-paper-writing/templates/iclr2026/iclr2026_conference.sty b/skills/research/ml-paper-writing/templates/iclr2026/iclr2026_conference.sty similarity index 100% rename from skills/mlops/ml-paper-writing/templates/iclr2026/iclr2026_conference.sty rename to skills/research/ml-paper-writing/templates/iclr2026/iclr2026_conference.sty diff --git a/skills/mlops/ml-paper-writing/templates/iclr2026/iclr2026_conference.tex b/skills/research/ml-paper-writing/templates/iclr2026/iclr2026_conference.tex similarity index 100% rename from skills/mlops/ml-paper-writing/templates/iclr2026/iclr2026_conference.tex rename to skills/research/ml-paper-writing/templates/iclr2026/iclr2026_conference.tex diff --git a/skills/mlops/ml-paper-writing/templates/iclr2026/math_commands.tex b/skills/research/ml-paper-writing/templates/iclr2026/math_commands.tex similarity index 100% rename from skills/mlops/ml-paper-writing/templates/iclr2026/math_commands.tex rename to skills/research/ml-paper-writing/templates/iclr2026/math_commands.tex diff --git a/skills/mlops/ml-paper-writing/templates/iclr2026/natbib.sty b/skills/research/ml-paper-writing/templates/iclr2026/natbib.sty similarity index 100% rename from skills/mlops/ml-paper-writing/templates/iclr2026/natbib.sty rename to skills/research/ml-paper-writing/templates/iclr2026/natbib.sty diff --git a/skills/mlops/ml-paper-writing/templates/icml2026/algorithm.sty b/skills/research/ml-paper-writing/templates/icml2026/algorithm.sty similarity index 100% rename from skills/mlops/ml-paper-writing/templates/icml2026/algorithm.sty rename to skills/research/ml-paper-writing/templates/icml2026/algorithm.sty diff --git a/skills/mlops/ml-paper-writing/templates/icml2026/algorithmic.sty b/skills/research/ml-paper-writing/templates/icml2026/algorithmic.sty similarity index 100% rename from skills/mlops/ml-paper-writing/templates/icml2026/algorithmic.sty rename to skills/research/ml-paper-writing/templates/icml2026/algorithmic.sty diff --git a/skills/mlops/ml-paper-writing/templates/icml2026/example_paper.bib b/skills/research/ml-paper-writing/templates/icml2026/example_paper.bib similarity index 100% rename from skills/mlops/ml-paper-writing/templates/icml2026/example_paper.bib rename to skills/research/ml-paper-writing/templates/icml2026/example_paper.bib diff --git a/skills/mlops/ml-paper-writing/templates/icml2026/example_paper.pdf b/skills/research/ml-paper-writing/templates/icml2026/example_paper.pdf similarity index 100% rename from skills/mlops/ml-paper-writing/templates/icml2026/example_paper.pdf rename to skills/research/ml-paper-writing/templates/icml2026/example_paper.pdf diff --git a/skills/mlops/ml-paper-writing/templates/icml2026/example_paper.tex b/skills/research/ml-paper-writing/templates/icml2026/example_paper.tex similarity index 100% rename from skills/mlops/ml-paper-writing/templates/icml2026/example_paper.tex rename to skills/research/ml-paper-writing/templates/icml2026/example_paper.tex diff --git a/skills/mlops/ml-paper-writing/templates/icml2026/fancyhdr.sty b/skills/research/ml-paper-writing/templates/icml2026/fancyhdr.sty similarity index 100% rename from skills/mlops/ml-paper-writing/templates/icml2026/fancyhdr.sty rename to skills/research/ml-paper-writing/templates/icml2026/fancyhdr.sty diff --git a/skills/mlops/ml-paper-writing/templates/icml2026/icml2026.bst b/skills/research/ml-paper-writing/templates/icml2026/icml2026.bst similarity index 100% rename from skills/mlops/ml-paper-writing/templates/icml2026/icml2026.bst rename to skills/research/ml-paper-writing/templates/icml2026/icml2026.bst diff --git a/skills/mlops/ml-paper-writing/templates/icml2026/icml2026.sty b/skills/research/ml-paper-writing/templates/icml2026/icml2026.sty similarity index 100% rename from skills/mlops/ml-paper-writing/templates/icml2026/icml2026.sty rename to skills/research/ml-paper-writing/templates/icml2026/icml2026.sty diff --git a/skills/mlops/ml-paper-writing/templates/icml2026/icml_numpapers.pdf b/skills/research/ml-paper-writing/templates/icml2026/icml_numpapers.pdf similarity index 100% rename from skills/mlops/ml-paper-writing/templates/icml2026/icml_numpapers.pdf rename to skills/research/ml-paper-writing/templates/icml2026/icml_numpapers.pdf diff --git a/skills/mlops/ml-paper-writing/templates/neurips2025/Makefile b/skills/research/ml-paper-writing/templates/neurips2025/Makefile similarity index 100% rename from skills/mlops/ml-paper-writing/templates/neurips2025/Makefile rename to skills/research/ml-paper-writing/templates/neurips2025/Makefile diff --git a/skills/mlops/ml-paper-writing/templates/neurips2025/extra_pkgs.tex b/skills/research/ml-paper-writing/templates/neurips2025/extra_pkgs.tex similarity index 100% rename from skills/mlops/ml-paper-writing/templates/neurips2025/extra_pkgs.tex rename to skills/research/ml-paper-writing/templates/neurips2025/extra_pkgs.tex diff --git a/skills/mlops/ml-paper-writing/templates/neurips2025/main.tex b/skills/research/ml-paper-writing/templates/neurips2025/main.tex similarity index 100% rename from skills/mlops/ml-paper-writing/templates/neurips2025/main.tex rename to skills/research/ml-paper-writing/templates/neurips2025/main.tex diff --git a/skills/mlops/ml-paper-writing/templates/neurips2025/neurips.sty b/skills/research/ml-paper-writing/templates/neurips2025/neurips.sty similarity index 100% rename from skills/mlops/ml-paper-writing/templates/neurips2025/neurips.sty rename to skills/research/ml-paper-writing/templates/neurips2025/neurips.sty diff --git a/skills/market-data/polymarket/SKILL.md b/skills/research/polymarket/SKILL.md similarity index 100% rename from skills/market-data/polymarket/SKILL.md rename to skills/research/polymarket/SKILL.md diff --git a/skills/market-data/polymarket/references/api-endpoints.md b/skills/research/polymarket/references/api-endpoints.md similarity index 100% rename from skills/market-data/polymarket/references/api-endpoints.md rename to skills/research/polymarket/references/api-endpoints.md diff --git a/skills/market-data/polymarket/scripts/polymarket.py b/skills/research/polymarket/scripts/polymarket.py similarity index 100% rename from skills/market-data/polymarket/scripts/polymarket.py rename to skills/research/polymarket/scripts/polymarket.py diff --git a/skills/mlops/code-review/SKILL.md b/skills/software-development/code-review/SKILL.md similarity index 100% rename from skills/mlops/code-review/SKILL.md rename to skills/software-development/code-review/SKILL.md