Teknium
b22663ea69
docs: restore Orchestra Research attribution in research-paper-writing skill ( #8800 )
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PR #4654 replaced ml-paper-writing with research-paper-writing, preserving
the writing philosophy and reference files but dropping the dedicated
'Sources Behind This Guidance' attribution table from the SKILL.md body.
Re-adds:
- The researcher attribution table (Nanda, Farquhar, Gopen & Swan, Lipton,
Steinhardt, Perez, Karpathy) with affiliations and links to SKILL.md
- Orchestra Research credit as original compiler of the writing philosophy
- 'Origin & Attribution' section in sources.md documenting the full chain:
Nanda blog → Orchestra skill → teknium integration → SHL0MS expansion
2026-04-12 22:03:18 -07:00
SHL0MS
95a044a2e0
feat(research-paper-writing): fill coverage gaps and integrate patterns from AI-Scientist, GPT-Researcher
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Fix duplicate step numbers (5.3, 7.3) and missing 7.5. Add coverage for
human evaluation, theory/survey/benchmark/position papers, ethics/broader
impact, arXiv strategy, code packaging, negative results, workshop papers,
multi-author coordination, compute budgeting, and post-acceptance
deliverables. Integrate ensemble reviewing with meta-reviewer and negative
bias, pre-compilation validation pipeline, experiment journal with tree
structure, breadth/depth literature search, context management for large
projects, two-pass refinement, VLM visual review, and claim verification.
New references: human-evaluation.md, paper-types.md.
2026-04-06 01:12:32 -04:00
SHL0MS
b86647c295
Replace ml-paper-writing with research-paper-writing: full research pipeline skill
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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
2026-04-02 16:13:26 -04:00
