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 LeonChaoX/qinyan-academic-skills --skill clinpgx-databasegit clone --depth 1 https://github.com/LeonChaoX/qinyan-academic-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/leonchaox/qinyan-academic-skills/clinpgx-database)<a href="https://agentmods.dev/skills/leonchaox/qinyan-academic-skills/clinpgx-database"><img src="https://agentmods.dev/badge/skills/leonchaox/qinyan-academic-skills/clinpgx-database/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/leonchaox/qinyan-academic-skills/clinpgx-database"><img src="https://agentmods.dev/badge/skills/leonchaox/qinyan-academic-skills/clinpgx-database.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00045 | $0.05076 |
| Opus 5 | $0.00023 | $0.02538 |
| Sonnet 5 | $0.00009 | $0.01015 |
| Haiku 4.5 | $0.00005 | $0.00508 |
Grade A, and why
clinpgx-database scanned grade A with 1 finding 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 8d 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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
response = requests.get("https://api.clinpgx.org/v1/gene/CYP2D6") This is a copy
98% identical to clinpgx-database — 3 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 637 lines — stays where its author put it; the contents beside it link to each section on GitHub.
ClinPGx Database
Overview
ClinPGx (Clinical Pharmacogenomics Database) is a comprehensive resource for clinical pharmacogenomics information, successor to PharmGKB. It consolidates data from PharmGKB, CPIC, and PharmCAT, providing curated information on how genetic variation affects medication response. Access gene-drug pairs, clinical guidelines, allele functions, and drug labels for precision medicine applications.
When to Use This Skill
This skill should be used when:
- Gene-drug interactions: Querying how genetic variants affect drug metabolism, efficacy, or toxicity
- CPIC guidelines: Accessing evidence-based clinical practice guidelines for pharmacogenetics
- Allele information: Retrieving allele function, frequency, and phenotype data
- Drug labels: Exploring FDA and other regulatory pharmacogenomic drug labeling
- Pharmacogenomic annotations: Accessing curated literature on gene-drug-disease relationships
- Clinical decision support: Using PharmDOG tool for phenoconversion and custom genotype interpretation
- Precision medicine: Implementing pharmacogenomic testing in clinical practice
- Drug metabolism: Understanding CYP450 and other pharmacogene functions
- Personalized dosing: Finding genotype-guided dosing recommendations
- Adverse drug reactions: Identifying genetic risk factors for drug toxicity
Installation and Setup
Python API Access
The ClinPGx REST API provides programmatic access to all database resources. Basic setup:
uv pip install requests
API Endpoint
BASE_URL = "https://api.clinpgx.org/v1/"
Rate Limits:
- 2 requests per second maximum
- Excessive requests will result in HTTP 429 (Too Many Requests) response
Authentication: Not required for basic access
Data License: Creative Commons Attribution-ShareAlike 4.0 International License
For substantial API use, notify the ClinPGx team at [email protected]
Core Capabilities
1. Gene Queries
What ships with it
2 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.
- 8d ago First seen · 637 lines · 45 tokens per session scan A 1822e10a4a4e
clinpgx-database is a skill published in the GitHub repository LeonChaoX/qinyan-academic-skills (880 stars, last pushed 1mo ago), licensed MIT. It adds 45 tokens to every session and 5,076 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). It is 98% identical to clinpgx-database, differing in 3 lines, and is treated as a copy.
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