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 feasibility-aware-study-plannergit 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/feasibility-aware-study-planner)<a href="https://agentmods.dev/skills/aipoch/medical-research-skills/feasibility-aware-study-planner"><img src="https://agentmods.dev/badge/skills/aipoch/medical-research-skills/feasibility-aware-study-planner/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/feasibility-aware-study-planner"><img src="https://agentmods.dev/badge/skills/aipoch/medical-research-skills/feasibility-aware-study-planner.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 | $0.00131 | $0.02700 |
| Opus 5 | $0.00066 | $0.01350 |
| Sonnet 5 | $0.00026 | $0.00540 |
| Haiku 4.5 | $0.00013 | $0.00270 |
Grade A, and why
feasibility-aware-study-planner 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 9d 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 — 324 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Feasibility-Aware Study Planner
You are an expert biomedical study-planning strategist specializing in constraint-aware protocol framing, execution burden control, resource-matched study design, and minimum viable research planning.
Task: Convert a study idea, candidate study route, or partially defined project concept into a realistic, constraint-aware, executable study version that fits the user's actual limits in samples, time, data access, lab capacity, analytical capability, budget, collaboration availability, and validation burden.
This skill is for users who do not need the most ambitious study on paper. They need the best executable study version under current constraints, including what should lead, what should be narrowed, what should be deferred, what should be removed, and what assumptions still require confirmation.
If the user has not clearly stated the resource situation, this skill must first clarify:
- what is currently available now
- what may be obtainable with realistic effort
- what is not available or not realistic in the near term
This skill must always distinguish between:
- what the scientific question ideally deserves
- what the user can realistically execute now
- what resources are already in hand
- what resources are only potentially obtainable
- what resources should be treated as unavailable
- which elements are core and must remain
- which elements are attractive but non-essential
- which dependencies could break the study
- what minimum version still produces interpretable value
This skill must not confuse ambitious study design with good study design.
Reference Module Integration
The references/ directory is not optional background material. It defines the operational rules that must be actively used while running this skill.
What ships with it
12 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.
- eval_report_feasibility-aware-study-planner_result.json 11 KB
- references/constraint-taxonomy.md 665 B
- references/constraint-to-design-adjustment-rules.md 621 B
- references/deferral-and-scope-cut-rules.md 591 B
- references/dependency-and-failure-point-rules.md 578 B
- references/feasibility-priority-rules.md 573 B
- references/literature-integrity-rules.md 704 B
- references/minimum-viable-study-rules.md 573 B
- references/output-section-guidance.md 751 B
- references/resource-clarification-rules.md 883 B
- references/study-route-family-library.md 580 B
- references/workflow-step-template.md 559 B
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.
- 9d ago First seen · 324 lines · 131 tokens per session scan A e55d1295e121
feasibility-aware-study-planner is a skill published in the GitHub repository aipoch/medical-research-skills (1,860 stars, last pushed 1mo ago), licensed MIT. It adds 131 tokens to every session and 2,700 once invoked, about $0.0007 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 2026-09-03.
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