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guideline_retrieval

guideline_retrieval is a skill for Claude Code, Codex from QiZishi/OphAgent. It costs 26 tokens per session (86 once invoked), scanned A, original, no licence file.

A medical research skill that finds guidelines first and links each medical statement to traceable evidence.

In plain words
What is it for?
Researching clinical guidance and documenting the evidence behind medical answers.
Why use it?
It makes medical explanations easier to verify and reduces unsupported claims.

Skill for Claude CodeCodex

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing.

not rated 19repo +1 3mo ago A scan 26 tokens no licence

Good fit Researching clinical guidance and documenting the evidence behind medical answers.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/qizishi/ophagent/guideline_retrieval
View source ↗ QiZishi/OphAgent
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 QiZishi/OphAgent --skill guideline_retrieval
Clone the repo
git clone --depth 1 https://github.com/QiZishi/OphAgent

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 guideline_retrieval

README.md
[![agentmods](https://agentmods.dev/badge/skills/qizishi/ophagent/guideline_retrieval/github.svg)](https://agentmods.dev/skills/qizishi/ophagent/guideline_retrieval)
Your own site
<a href="https://agentmods.dev/skills/qizishi/ophagent/guideline_retrieval"><img src="https://agentmods.dev/badge/skills/qizishi/ophagent/guideline_retrieval/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 guideline_retrieval

Your own site · 80×15
<a href="https://agentmods.dev/skills/qizishi/ophagent/guideline_retrieval"><img src="https://agentmods.dev/badge/skills/qizishi/ophagent/guideline_retrieval.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 26 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 86 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.
Origin unknown 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 $0.00026 $0.00086
Opus 5.5 $0.00010 $0.00034
Sonnet 5.5 $0.00005 $0.00017
Haiku 4.5 $0.00003 $0.00009

Measured 2mo ago against content hash 470352a8e480, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

guideline_retrieval 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 2mo 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.

skills/guideline_retrieval/SKILL.md · 9 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

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. 2mo ago First seen · 9 lines · 26 tokens per session scan A 470352a8e480

Subscribe to this mod's changes

guideline_retrieval is a skill published in the GitHub repository QiZishi/OphAgent (19 stars, last pushed 3mo ago), with no licence file. It adds 26 tokens to every session and 86 once invoked, about $0.0001 per session on Opus 5.5. 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.

ResearchScientific
Related

guideline_retrieval compared with skills from other repositories

guideline_retrieval next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
guideline_retrievalQiZishi/OphAgentSkill193mo agononeA26Claude Code, Codex
instrument-data-to-allotropeanthropics/knowledge-work-pluginsSkill35k2d agoApache-2.0A123Claude Code
exploratory-data-analysisK-Dense-AI/scientific-agent-skillsSkill56k4d agoMITA83Claude Code
matlabK-Dense-AI/scientific-agent-skillsSkill56k4d agoMITA44Claude Code
phylogeneticsK-Dense-AI/scientific-agent-skillsSkill56k4d agoMITA71Claude Code, Codex
research-engineerdavila7/claude-code-templatesSkill33kyesterdayMITA43Claude Code, Codex
mapping-to-snomedmaziyarpanahi/openmedSkill5.8kyesterdayApache-2.0A205Claude Code