aipoch

226 mods across 2 repositories, 6.9k stars between them.

arxiv-preflight

25

aipoch/medical-research-skills

Skill Claude CodeCodex

Run a submission-readiness preflight on a manuscript before arXiv upload. Use when the user is preparing an arXiv submission, asks to check a paper before uploading, mentions hallucinated or fake references, leftover LLM meta-comments / prompts in text, placeholder data (TODO, TBD, XX%), AI-use disclosure, scholarly…

not rated 2.0k +21 29d ago A SkillSpector: pass 141 tokens original MIT

aipoch/medical-research-skills

Skill Claude CodeCodex

Turns reviewer comments into structured, professional point-by-point responses linked to manuscript revisions, clarifications, rebuttals, and additional analyses.

not rated 2.0k +21 29d ago A SkillSpector: pass 31 tokens original MIT

aipoch/medical-research-skills

Skill Claude CodeCodex

Calibrates manuscript claim strength so wording matches the actual evidence level, study design, and validation status.

not rated 2.0k +21 29d ago A SkillSpector: pass 26 tokens original MIT

aipoch/medical-research-skills

Skill Claude CodeCodex

Condenses a full study into conference-submission abstract format. Use when adapting a manuscript abstract or study summary to meet a specific conference's word limit, structured format (Background/Methods/Results/Conclusion), character limits, or required section headings. Also triggers on "adapt my abstract for…

not rated 2.0k +21 29d ago A SkillSpector: pass 111 tokens original MIT

aipoch/medical-research-skills

Skill Claude CodeCodex

Checks consistency across title, abstract, methods, results, figures, tables, and supplements to identify internal contradictions and version drift in biomedical manuscripts.

not rated 2.0k +21 29d ago A SkillSpector: pass 38 tokens original MIT

aipoch/medical-research-skills

Skill Claude CodeCodex

Drafts journal-ready cover letters for manuscript submission. Use when preparing a submission package, communicating the manuscript's contributions and journal fit to editors, or tailoring the novelty framing for a specific journal's scope. Also triggers on "write a cover letter for my paper", "draft a submission…

not rated 2.0k +21 29d ago A SkillSpector: warn 83 tokens original MIT

discussion-composer

31

aipoch/medical-research-skills

Skill Claude CodeCodex

Composes a Discussion around key findings, mechanisms, clinical relevance, and limitations. Use when writing or improving a Discussion section for any biomedical manuscript — including interpreting results, connecting to prior literature, addressing unexpected findings, framing limitations, and writing the conclusion.…

not rated 2.0k +21 29d ago A SkillSpector: pass 93 tokens original MIT

aipoch/medical-research-skills

Skill Claude CodeCodex

Writes complete, publication-grade figure legends that can stand on their own. Use when writing or revising figure legends for any scientific figure — bar charts, line graphs, scatter plots, box plots, heatmaps, survival curves, flow cytometry plots, western blots, microscopy images, or schematic diagrams. Also…

not rated 2.0k +21 29d ago A SkillSpector: pass 107 tokens original MIT

aipoch/medical-research-skills

Skill Claude CodeCodex

Writes Specific Aims pages for grant applications. Use when drafting or revising the Specific Aims page (NIH R01/R21/R03), NSF Project Summary, or equivalent for any major funding agency. Also triggers on "write my specific aims", "help me draft specific aims for NIH", "what should a specific aims page include", "NSF…

not rated 2.0k +21 29d ago A SkillSpector: pass 99 tokens original MIT

aipoch/medical-research-skills

Skill Claude CodeCodex

Converts a biomedical study storyline into a graphical abstract and, when direct image capability is available, generates the graphical abstract directly; otherwise it falls back to prompts, Mermaid flowcharts, or designer-facing briefs.

not rated 2.0k +21 29d ago A SkillSpector: pass 47 tokens original MIT

aipoch/medical-research-skills

Skill Claude CodeCodex

Builds background-gap-objective logic for biomedical manuscript introductions with clear study positioning and disciplined narrative structure.

not rated 2.0k +21 29d ago A SkillSpector: pass 26 tokens original MIT

aipoch/medical-research-skills

Skill Claude CodeCodex

Writes the full Introduction section of a biomedical manuscript based on an approved or sufficiently clear study logic, while preserving evidence boundaries and introduction discipline.

not rated 2.0k +21 29d ago A SkillSpector: pass 33 tokens original MIT

aipoch/medical-research-skills

Skill Claude CodeCodex

Converts existing manuscript content into LaTeX format aligned with a target journal, conference, or template while preserving manuscript meaning and structural integrity.

not rated 2.0k +21 29d ago A SkillSpector: pass 36 tokens original MIT

aipoch/medical-research-skills

Skill Claude CodeCodex

Rewrites technical research content into a structured lay summary that cross-disciplinary teams can quickly understand and act on. Use when the user wants to explain research to colleagues outside their specialty — clinicians, wet-lab scientists, bioinformaticians, product managers, or leadership. Trigger on: "lay…

not rated 2.0k +21 29d ago A SkillSpector: pass 156 tokens original MIT

aipoch/medical-research-skills

Skill Claude CodeCodex

Acknowledges limitations in sample, design, measurement, and validation in a professional way that improves credibility without undermining the whole paper. Use when writing the limitations paragraph of a Discussion section, preparing a grant risk assessment, responding to reviewers about study weaknesses, or framing…

not rated 2.0k +21 29d ago A SkillSpector: pass 100 tokens original MIT

aipoch/medical-research-skills

Skill Claude CodeCodex

Improves medical English precision without changing the underlying facts, evidence boundaries, or intended scientific meaning.

not rated 2.0k +21 29d ago A SkillSpector: pass 26 tokens original MIT

aipoch/medical-research-skills

Skill Claude CodeCodex

Turns your protocol and analysis workflow into publication-ready Methods text. Use when writing or revising the Methods section of a biomedical manuscript, ensuring it complies with reporting guidelines (CONSORT, STROBE, PRISMA, TRIPOD), matches what is in the Results section, and satisfies journal-specific word…

not rated 2.0k +21 29d ago A SkillSpector: pass 116 tokens original MIT

paper-sprint-review

42

aipoch/medical-research-skills

Skill Codex

Scrum-inspired paper review, revision, and R&R workflow. Handles docx/tex/md/PDF in English or Chinese. Auto-detects manuscript stage, estimates sprint count, runs multi-lens review (Contribution/Rigor/Writing/Editor), generates prioritized revision backlog, exports MD/DOCX/PDF/HTML reports. Use when asked to review a…

not rated 2.0k +21 29d ago A SkillSpector: pass 112 tokens original MIT

aipoch/medical-research-skills

Skill Claude CodeCodex

Reorganizes a paper into a storyline suitable for scientific posters. Use when planning the section structure, title hierarchy, figure selection, and live-explanation flow for an academic conference poster. Also triggers on "help me design a poster layout", "what sections should my poster have", "how do I arrange my…

not rated 2.0k +21 29d ago A SkillSpector: pass 87 tokens original MIT

aipoch/medical-research-skills

Skill Claude CodeCodex

Checks whether manuscript references are accurately matched to claims, appropriately scoped, and not overextended, misquoted, or second-hand cited.

not rated 2.0k +21 29d ago A SkillSpector: pass 32 tokens original MIT

aipoch/medical-research-skills

Skill Claude CodeCodex

Checks biomedical manuscripts against reporting guidelines such as CONSORT, STROBE, PRISMA, and TRIPOD to identify missing or weak reporting elements before submission or revision.

not rated 2.0k +21 29d ago A SkillSpector: pass 44 tokens original MIT

aipoch/medical-research-skills

Skill Claude CodeCodex

Organizes biomedical figures, analyses, and result blocks into a clear Results section structure with disciplined narrative ordering and evidence-aware presentation.

not rated 2.0k +21 29d ago A SkillSpector: pass 31 tokens original MIT

aipoch/medical-research-skills

Skill Claude CodeCodex

Writes the full Results section of a biomedical manuscript from a sufficiently clear result structure, figure inventory, or analysis summary while preserving evidence boundaries and result hierarchy.

not rated 2.0k +21 29d ago A SkillSpector: pass 35 tokens original MIT

aipoch/medical-research-skills

Skill Claude CodeCodex

Builds prioritized manuscript revision plans for major or minor revisions by separating comments that require experiments, analyses, clarification, restructuring, or wording changes.

not rated 2.0k +21 29d ago A SkillSpector: pass 34 tokens original MIT

At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: