SHL0MS
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b86647c295
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Replace ml-paper-writing with research-paper-writing: full research pipeline skill
Replaces the writing-focused ml-paper-writing skill (940 lines) with a
complete end-to-end research paper pipeline (1,599 lines SKILL.md + 3,184
lines across 7 reference files).
New content:
- Full 8-phase pipeline: project setup, literature review, experiment
design, execution/monitoring, analysis, paper drafting, review/revision,
submission preparation
- Iterative refinement strategy guide from autoreason research (when to use
autoreason vs critique-and-revise vs single-pass, model selection)
- Hermes agent integration: delegate_task parallel drafting, cronjob
monitoring, memory/todo state management, skill composition
- Professional LaTeX tooling: microtype, siunitx, TikZ diagram patterns,
algorithm2e, subcaption, latexdiff, SciencePlots
- Human evaluation design: annotation protocols, inter-annotator agreement,
crowdsourcing platforms
- Title, Figure 1, conclusion, appendix strategy, page budget management
- Anonymization checklist, rebuttal writing, camera-ready preparation
- AAAI and COLM venue coverage (checklists, reviewer guidelines)
Preserved from ml-paper-writing:
- All writing philosophy (Nanda, Farquhar, Gopen & Swan, Lipton, Perez)
- Citation verification workflow (5-step mandatory process)
- All 6 conference templates (NeurIPS, ICML, ICLR, ACL, AAAI, COLM)
- Conference requirements, format conversion workflow
- Proactivity/collaboration guidance
Bug fixes in inherited reference files:
- BibLaTeX recommendation now correctly says natbib for conferences
- Bare except clauses fixed to except Exception
- Jinja2 template tags removed from citation-workflow.md
- Stale date caveats added to reviewer-guidelines.md
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2026-04-02 16:13:26 -04:00 |
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teknium1
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732c66b0f3
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refactor: reorganize skills into sub-categories
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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2026-03-09 03:35:53 -07:00 |
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