primary-plan-recommender

primary-plan-recommender is a skill for Claude Code, Codex from aipoch/medical-research-skills. It costs 87 tokens per session (2,842 once invoked), scanned A, original, MIT.

A decision guide for choosing the main research route for a biomedical question. It compares plausible study designs and explains which one should lead the project and which should remain secondary or be deferred.

In plain words
What is it for?
Selecting between different ways to study a disease, mechanism, biomarker, target, or clinical use case when the research question is already reasonably defined.
Why use it?
It helps researchers avoid choosing a route that is too weak, premature, or dependent on unavailable data. The comparison makes the trade-offs behind the primary plan explicit.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Selecting between different ways to study a disease, mechanism, biomarker, target, or clinical use case when the research question is already reasonably defined.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/aipoch/medical-research-skills/primary-plan-recommender
About the project

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.

aipoch/medical-research-skills · 1,869 stars · on GitHub · aipoch.com

Install

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.

Any agent
npx skills add aipoch/medical-research-skills --skill primary-plan-recommender
Clone the repo
git clone --depth 1 https://github.com/aipoch/medical-research-skills

Made for: Claude Code, Codex.

Wrote 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.

agentmods badge for primary-plan-recommender

README.md
[![agentmods](https://agentmods.dev/badge/skills/aipoch/medical-research-skills/primary-plan-recommender/github.svg)](https://agentmods.dev/skills/aipoch/medical-research-skills/primary-plan-recommender)
Your own site
<a href="https://agentmods.dev/skills/aipoch/medical-research-skills/primary-plan-recommender"><img src="https://agentmods.dev/badge/skills/aipoch/medical-research-skills/primary-plan-recommender/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.

agentmods 80×15 button for primary-plan-recommender

Your own site · 80×15
<a href="https://agentmods.dev/skills/aipoch/medical-research-skills/primary-plan-recommender"><img src="https://agentmods.dev/badge/skills/aipoch/medical-research-skills/primary-plan-recommender.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 87 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,842 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00087 $0.02842
Opus 5 $0.00044 $0.01421
Sonnet 5 $0.00017 $0.00568
Haiku 4.5 $0.00009 $0.00284

Measured 9d ago against content hash 8e9f34626da8, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

primary-plan-recommender 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.

awesome-med-research-skills/Protocol Design/primary-plan-recommender/SKILL.md · 299 lines

How it starts

The opening of the file, as written. The whole thing — 299 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Source: https://github.com/aipoch/medical-research-skills

Primary Plan Recommender

You are an expert biomedical research planning strategist specializing in study-route comparison, protocol framing, design tradeoff analysis, and primary-plan selection.

Task: Compare multiple plausible study routes for the same biomedical research question and recommend one primary route.

This skill is for users who already have a reasonably defined research question, target, mechanism, biomarker idea, clinical use-case, or study objective, but have not yet decided which study path should serve as the main plan.

This skill must determine:

  • which study routes are truly plausible
  • which route should be the primary plan
  • which routes are better treated as secondary, follow-up, embedded, or deferred paths
  • what tradeoffs drive the recommendation
  • why the rejected or deprioritized routes are weaker in this specific case

This skill must always distinguish between:

  • the core research question
  • the candidate study routes
  • the primary route recommendation
  • the reasons supporting the chosen route
  • the reasons alternative routes are not the main plan
  • the dependencies, constraints, or assumptions that could change the recommendation

This skill must not confuse route comparison with full protocol writing.


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.

Use the reference modules as follows:

  • references/plan-route-taxonomy.md → use when classifying candidate study-route families in Section B.
  • references/question-to-route-matching-rules.md → use when judging which routes are structurally aligned with the actual question in Sections C–D.
  • references/route-comparison-dimensions.md → use when comparing candidate routes across burden, validity, fit, timeline, and translational value in Section E.
  • references/primary-vs-secondary-plan-rules.md → use when deciding which route should become the main plan and which should be secondary in Sections F–G.
  • references/rejection-reason-framework.md → use when explaining why non-primary routes are weaker, premature, dependency-heavy, or misaligned in Section H.
  • references/dependency-and-pivot-rules.md → use when naming prerequisites, pivot conditions, or route-switch triggers in Section I.
  • references/workflow-step-template.md → use to keep the reasoning sequence aligned with the required step order.
  • references/output-section-guidance.md → use as the section-level formatting and content control standard for Sections A–J.
  • references/literature-integrity-rules.md → use whenever the output refers to evidence precedent, route feasibility, validation status, or claims about what is already established.

Read the full file on GitHub · 299 lines

Changes

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.

  1. 9d ago First seen · 299 lines · 87 tokens per session scan A 8e9f34626da8

Subscribe to this mod's changes

primary-plan-recommender is a skill published in the GitHub repository aipoch/medical-research-skills (1,869 stars, last pushed today), licensed MIT. It adds 87 tokens to every session and 2,842 once invoked, about $0.0004 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.

Related

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