Skills for Real Engineers. Straight from my .agents directory.
39 skills
research-paper-integrity
Agent skill from
Standards and audits for writing academic papers, especially ML/NLP submissions to NeurIPS, ICML, ICLR, ACL, EMNLP, NAACL. Covers the author's house prose rules (zero em dashes, zero fluff, every sentence earns its place), verification of hallucinated claims and hallucinated or malformed bibliography entries, the ACL policy on AI writing assistance and what must be disclosed, and best practices for paper structure, experiments, reproducibility checklists, and rebuttals. Use this skill whenever the user is drafting, editing, polishing, restructuring, or reviewing a paper, abstract, intro, related work, rebuttal, or camera-ready; whenever they ask to "clean up" or "tighten" academic writing; whenever citations or a .bib file need checking; and whenever they ask what has to be disclosed about AI assistance. Reach for it even when the user only says "make this section better", "check my references", or "is this ready to submit".
How to install research-paper-integrity
install research-paper-integrity
# install the gateway-skills pack with the skills CLI
npx skills add Leanmcp/gateway-skills# or add only this skill to Claude Code: copy the folder
skills/research-paper-integrity/
# into
~/.claude/skills/research-paper-integrity/ (all projects)
.claude/skills/research-paper-integrity/ (one project)
1# Research paper integrity23This skill is the index. Each area below lives in its own reference file so you only4load what the current task needs. Read the file before acting on that area, not after,5because these rules change what you write rather than how you check it afterwards.67## What lives where89| Area | File | Read it when |10|---|---|---|11| Prose rules: no em dashes, no fluff, necessity test | `references/writing-style.md` | Writing or editing any prose the user will submit |12| Hallucination audit: unsupported claims, fake or wrong citations, bib hygiene | `references/hallucination-audit.md` | Any draft has claims or references that were not hand-verified |13| AI assistance disclosure (ACL 2023 policy and its logic) | `references/ai-writing-policy.md` | The user asks what to disclose, fills a responsible-NLP checklist, or used a model for text, ideas, or code |14| Conference craft: structure, experiments, figures, rebuttals, checklists | `references/conference-writing.md` | Planning a paper, restructuring sections, prepping a submission or rebuttal |1516`scripts/check_prose.py` is a fast mechanical pass for em dashes, banned filler,17hedge stacking, and suspicious bib entries. It catches the boring violations so your18attention goes to the ones that need judgment. Per the user's global rule, do not run19it yourself: write it into the relevant workspace if needed and hand over the exact20command.2122## The three commitments23…
Excerpt shown under the repository's MIT license.
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