Screened · automated checks passed
discussion-composer
What the author says it does
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. Also triggers on "write my discussion", "help me discuss my findings", "how do I compare to prior studies", "write the limitations paragraph", or "draft a discussion for my paper".
Quoted from the skill's own SKILL.md trigger description — this is what tells
Claude when to activate it. Not yet verified by us.
Automated screening
100/100 validator score
Scored by the same rules as our free SKILL.md validator: trigger description quality, body substance, structure. Automated — a human bench test is the next step in the pipeline.
Install (unverified — review first)
git clone https://github.com/aipoch/medical-research-skills # skill lives at: awesome-med-research-skills/Academic Writing/discussion-composer/SKILL.md
SkillProof status
This skill is in our test queue. We install every skill in a clean environment, run a trigger battery and score output against a baseline before it earns a catalog page — the full protocol is public. Until then, treat it like any unreviewed dependency: read the SKILL.md and any scripts before installing.
Already tested in Writing & Content
- Humanizer Strips 33 documented AI-writing tells from text via a draft-audit-final rewrite loop.
- Blog Outline Generator SERP-informed H2/H3 outline generator; skeleton only, not a full content brief.
- Academic Paper Reviewer Simulates rigorous academic peer review across originality, methodology, results, and writing.
- PR Writing Review Extracts before/after writing fixes and style lessons from GitHub PR review comments.