Skills · Found in a collection
lay-summary-for-cross-disciplinary-teams
“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 summary", "explain my research to the team", "non-technical summary", "cross-disciplinary summary", "translate my findings", "align our team on the study", or any request to communicate research goals, findings, or next steps to a mixed or non-specialist audience. Part of the AIPOCH Academic Writing skill hub. Sits midstream: after research content is clarified, before downstream deliverables like slide decks or graphical abstracts.” (the skill's description, quoted from its SKILL.md)
Found on: AIPOCH, Medical Research Skills, github.com/aipoch/medical-research-skills (MIT), version 686e09d of 17 September 2026, read 14 October 2026
AIPOCH's skill
AIPOCH wrote this skill for AI assistants that read SKILL.md files, such as Claude Code and Codex, and keeps it in Medical Research Skills on GitHub; the collection also has an install script for OpenClaw. e2er lists it in Skills so that it can be found next to e2er's own skills; its files stay in AIPOCH's repository.
- Folder
- awesome-med-research-skills/Academic Writing/lay-summary-for-cross-disciplinary-teams
- Category
- Academic Writing
- Licence
- MIT, as its SKILL.md states
- Files
- SKILL.md and 3 other files
AIPOCH's own audit
AIPOCH's own audit: Production Ready
90 of 100 points in the MedSkillAudit report of 22 April 2026 (skill-auditor@1.0), which AIPOCH keeps in the skill's folder: eval_report_Lay-Summary-for-Cross-Disciplinary-Teams_result.json.
MedSkillAudit is AIPOCH's framework for auditing its medical research skills (skill-auditor). The grade is AIPOCH's assessment of its own skill. e2er has not evaluated this skill.
Can e2er use it?
Not by default: no e2er specialist reads it. e2er's specialists read skills that are single Markdown files, e2er's own and the packs from the RISE catalogue that e2er skills install fetches, and AIPOCH's collection is not in that catalogue.
A specialist can read this skill's instructions if you save its SKILL.md as ~/.e2er/skills/aipoch/lay-summary-for-cross-disciplinary-teams.md and name it under [skills] in a template:
[skills]
<specialist> = ["aipoch/lay-summary-for-cross-disciplinary-teams"]e2er then reads that one file as text, and the study's dossier lists the skill as aipoch/lay-summary-for-cross-disciplinary-teams, which leads back to this page. The folder's 3 other files stay unread.
In Claude Code, Codex or OpenClaw, add the whole folder as the collection's README describes.
More Academic Writing skills in Medical Research Skills
Description
Data model- Discipline
- Biomedical
- Method family
- not specified
- Design
- not specified
- Research stage
- Drafting
- Authors
- none: the source is cited on this page
- Usage
- not used in published research yet
- Source
- Found on a list or in a collection · aipoch/medical-research-skills · @686e09dfdb45d9fa1a08664f06bb93769b3c9d91
- Record
- skill:aipoch/lay-summary-for-cross-disciplinary-teams · JSON
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