aipoch

226 mods across 2 repositories, 7.0k stars between them.

aipoch/medical-research-skills

Skill Claude CodeCodex

Systematically maps mechanism evidence for a disease from molecules to pathways, cell types, tissues, biological consequences, and clinical phenotypes. Always use this skill when a user needs a layered mechanism evidence chain rather than a flat summary or immediate gap analysis. Formal literature citations must be…

not rated 2.0k +21 29d ago A SkillSpector: pass 68 tokens original MIT

aipoch/medical-research-skills

Skill Claude CodeCodex

Organizes the evidence and competitive landscape around a drug, target, or pathway by separating disease relevance, tractability, preclinical evidence, clinical evidence, modality fit, and crowding. Always map what is biologically supported, what is druggable, what has actually advanced, and what remains strategically…

not rated 2.0k +21 29d ago A SkillSpector: warn 109 tokens original MIT

aipoch/medical-research-skills

Skill Claude CodeCodex

Ranks papers by evidence family, methodological quality tier, validation depth, and claim discipline; assigns anchor, context-setting, mechanistic support, or caution citation roles; prevents prestige-based or design-label-based ranking errors.

not rated 2.0k +21 29d ago A SkillSpector: warn 48 tokens original MIT

aipoch/medical-research-skills

Skill Claude CodeCodex

Reads a paper figure by figure before re-integrating the full narrative, so the user can identify the core findings quickly and check whether each visual actually supports the authors' main claims. Always separate figure content, figure-linked claim, evidentiary strength, and unsupported interpretation. Never…

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

aipoch/medical-research-skills

Skill Claude CodeCodex

Quickly judges whether a biomedical paper is worth deep reading by screening for question fit, design quality, sample adequacy, methodological novelty, and reproducibility value.

not rated 2.0k +21 29d ago A SkillSpector: warn 39 tokens original MIT

litbase

102

aipoch/medical-research-skills

Skill Claude CodeCodex

Academic paper reading and research development system for biomedical researchers. Finds papers via Semantic Scholar, reads with structured notes, tracks discussion insights, and synthesizes literature into a Research Foundation Document (RFD) for downstream protocol design skills. 8 commands: /setup /feed /read…

not rated 2.0k +21 29d ago A SkillSpector: pass 71 tokens original MIT

discuss

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aipoch/medical-research-skills

Command Claude Code

Deep Q&A on a paper already analyzed. Actively records valuable insights to the note file during the discussion, without waiting for the user to prompt it.

not rated 2.0k +21 29d ago A 0 tokens original MIT

feed

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aipoch/medical-research-skills

Command Claude Code

Execute all steps without asking for user confirmation at intermediate stages. Report results at the end.

not rated 2.0k +21 29d ago A 0 tokens original MIT

propose

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aipoch/medical-research-skills

Command Claude Code

Synthesizes accumulated literature notes into a structured Research Foundation Document (RFD).

not rated 2.0k +21 29d ago A 0 tokens original MIT

read

106

aipoch/medical-research-skills

Command Claude Code

Accepts: local PDF path, DOI, journal URL, or a pasted abstract with basic metadata.

not rated 2.0k +21 29d ago A 0 tokens original MIT

recap

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aipoch/medical-research-skills

Command Claude Code

Generates a global view of the current reading state: what has been read, what is missing, and how complete the theoretical framework is.

not rated 2.0k +21 29d ago A 0 tokens original MIT

setup

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aipoch/medical-research-skills

Command Claude Code needs its repo

Run this on first use. Configures the environment automatically and collects your research profile through a guided conversation.

not rated 2.0k +21 29d ago A 0 tokens original MIT

sync

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aipoch/medical-research-skills

Command Claude Code

Full audit of all skill documents and note files. Run manually after bulk changes. Fixes format/reference issues automatically; flags logic conflicts for user review.

not rated 2.0k +21 29d ago A 0 tokens original MIT

update

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aipoch/medical-research-skills

Command Claude Code

Run when the research direction, methodology, or theoretical framework has changed. Collects the change through conversation and syncs all relevant configuration.

not rated 2.0k +21 29d ago A 0 tokens original MIT

aipoch/medical-research-skills

Skill Claude CodeCodex

Identifies real, evidence-audited, topic-specific research gaps in medical research by first retrieving and verifying literature from trusted sources, then mapping the current evidence landscape, rejecting pseudo-gaps, and converting only medium/high-confidence gaps into study-ready research opportunities. Always…

not rated 2.0k +21 29d ago A SkillSpector: pass 77 tokens original MIT

aipoch/medical-research-skills

Skill Claude CodeCodex

A medical-research-native literature reading skill for users with clinical, bioinformatics, translational, and basic experimental backgrounds. Use this skill whenever a user wants to read, analyze, critique, or interpret a medical or scientific paper — whether they provide a PDF, abstract, DOI, PMID, or just a title.…

not rated 2.0k +21 29d ago A SkillSpector: pass 199 tokens original MIT

aipoch/medical-research-skills

Skill Claude CodeCodex

Maps whether a biomedical research topic, subtopic, or study angle is truly saturated, superficially crowded, strategically occupied, or still open for differentiated entry. Use this skill when a user wants to know whether a hot medical research direction is already overworked, whether meaningful whitespace remains…

not rated 2.0k +21 29d ago A SkillSpector: pass 102 tokens original MIT

method-gap-detector

114

aipoch/medical-research-skills

Skill Claude CodeCodex

Detects methodological gaps across study design, analysis, validation, bias control, reproducibility, and implementation readiness within a biomedical research area. Use this skill when a user wants to identify what current studies are still methodologically missing, which weaknesses are most consequential, and what…

not rated 2.0k +21 29d ago A SkillSpector: pass 92 tokens original MIT

aipoch/medical-research-skills

Skill Claude CodeCodex

Reverse-engineers the methods section of a biomedical paper into a structured, reproducible workflow. Use this skill when a user wants to understand how a study was actually executed, extract data sources, inclusion/exclusion logic, preprocessing, analytical sequence, software/tools, validation path, and critical…

not rated 2.0k +21 29d ago A SkillSpector: pass 144 tokens original MIT

aipoch/medical-research-skills

Skill Claude CodeCodex

Collects candidate biomedical literature across multiple databases, adapts search logic by database, preserves source metadata, and organizes results into a structured, screening-ready candidate pool. Always use this skill when a user wants cross-database literature collection, search strategy construction, candidate…

not rated 2.0k +21 29d ago A SkillSpector: pass 144 tokens original MIT

aipoch/medical-research-skills

Skill Claude CodeCodex

Assesses whether a medical research topic is worth starting now by separating true novelty from pseudo-novelty, auditing real feasibility under stated resource constraints, and forcing a concrete start / narrow / redesign / stop decision. Always require explicit assumptions and never fabricate references, datasets…

not rated 2.0k +21 29d ago A SkillSpector: pass 74 tokens original MIT

aipoch/medical-research-skills

Skill Claude CodeCodex

Verifies whether a scientific or biomedical claim is actually supported by the cited original papers rather than by citation drift, overstatement, selective citation, or correlation-to-causation inflation. Use this skill whenever a user wants to check whether a repeated statement, slide claim, manuscript sentence…

not rated 2.0k +21 29d ago A SkillSpector: pass 132 tokens original MIT

aipoch/medical-research-skills

Skill Claude CodeCodex

Detects overlooked, underrepresented, weakly resolved, or poorly validated populations and subgroups within a biomedical research area so users can identify more precise and meaningful study populations. Always use this skill when the real question is not just what is under-studied, but which populations, strata, or…

not rated 2.0k +21 29d ago A SkillSpector: pass 103 tokens original MIT

aipoch/medical-research-skills

Skill Claude CodeCodex

Tracks the latest preprints and emerging research topics related to your topic across bioRxiv, medRxiv, and arXiv. Use when a user wants to discover what is being published right now before it reaches journals, monitor competitor directions, spot new methodology trends, or get an early-warning scan of a research area.…

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