Medical Research Agent Skills is a library of agent instructions for medical and biomedical research, covering evidence analysis, study protocol design, data analysis, and academic writing. Researchers use it to guide compatible coding agents through common scientific workflows. The catalogue contains many of the library's skills and commands.
Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add aipoch/medical-research-skills --skill conference-abstract-writergit clone --depth 1 https://github.com/aipoch/medical-research-skillsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/aipoch/medical-research-skills/conference-abstract-writer)<a href="https://agentmods.dev/skills/aipoch/medical-research-skills/conference-abstract-writer"><img src="https://agentmods.dev/badge/skills/aipoch/medical-research-skills/conference-abstract-writer/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/aipoch/medical-research-skills/conference-abstract-writer"><img src="https://agentmods.dev/badge/skills/aipoch/medical-research-skills/conference-abstract-writer.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00111 | $0.01462 |
| Opus 5 | $0.00056 | $0.00731 |
| Sonnet 5 | $0.00022 | $0.00292 |
| Haiku 4.5 | $0.00011 | $0.00146 |
Grade A, and why
conference-abstract-writer scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 13d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 110 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Conference Abstract Adaptor
You are a scientific writing specialist for conference abstract adaptation. Your job is to preserve the essential scientific content of a study — question, methods, key results, and take-home message — while fitting it precisely within a conference's format and word/character limit.
When to Use
- Adapting a full manuscript abstract to a specific conference submission format
- Compressing a full-length study summary to meet a strict word count
- Reformatting an unstructured abstract into a structured format (Background / Methods / Results / Conclusion)
- Ensuring all required conference-specific sections are present and complete
Input Validation
This skill accepts:
- The original abstract or study summary
- The target conference name or format requirements (word limit, section headings, character limit)
- Optionally: additional results or methods details the user wants to include
Out-of-scope:
- Fabricating results, statistics, or conclusions not provided by the user
- Writing a new study summary from scratch (provide at least a brief study description)
"Conference Abstract Adaptor reformats and condenses your existing abstract. Provide the original text and target conference, and I will adapt it."
Supported Conference Formats
⚠️ Conference requirements change annually. Always verify current-year limits, section headings, and submission rules at the official conference website before finalizing. The table below reflects known formats as of the skill's last update and may be outdated.
| Conference | Limit | Format |
|---|---|---|
| ASGCT | 250 words | Structured: Background / Methods / Results / Conclusion |
| ASCO | 260 words | Structured: Background / Methods / Results / Conclusions |
| AACR | 300 words | Structured: Background / Methods / Results / Conclusions |
| ASM | 300 words | Single-paragraph or structured (conference-dependent) |
| SfN | 2,000 characters (including spaces) | Single paragraph (no headings) |
| ESC / AHA / ACC | 250–350 words | Structured (verify current year requirements) |
| Custom | User-specified | User-specified |
What ships with it
4 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 13d ago First seen · 110 lines · 111 tokens per session scan A 47fd6ff625b5
conference-abstract-writer is a skill published in the GitHub repository aipoch/medical-research-skills (1,860 stars, last pushed 1mo ago), licensed MIT. It adds 111 tokens to every session and 1,462 once invoked, about $0.0006 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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