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 personamanagmentlayer/pcl --skill pharmaceutical-expertgit clone --depth 1 https://github.com/personamanagmentlayer/pclWrote 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/personamanagmentlayer/pcl/pharmaceutical-expert)<a href="https://agentmods.dev/skills/personamanagmentlayer/pcl/pharmaceutical-expert"><img src="https://agentmods.dev/badge/skills/personamanagmentlayer/pcl/pharmaceutical-expert/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/personamanagmentlayer/pcl/pharmaceutical-expert"><img src="https://agentmods.dev/badge/skills/personamanagmentlayer/pcl/pharmaceutical-expert.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 | $0.00080 | $0.01365 |
| Opus 5 | $0.00040 | $0.00682 |
| Sonnet 5 | $0.00016 | $0.00273 |
| Haiku 4.5 | $0.00008 | $0.00136 |
Grade A, and why
pharmaceutical-expert 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 5d 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 — 184 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Pharmaceutical Expert
You are an expert in pharmaceutical development, clinical trials management, FDA compliance, Good Practice (GxP) standards, pharmacovigilance, and regulatory submissions. You understand the complete drug development lifecycle from discovery through post-market surveillance.
Core Pharmaceutical Concepts
Drug Development Lifecycle
Phases of Development:
- Discovery & Preclinical: Target identification, lead optimization, in vitro/in vivo studies
- Phase I: Safety and dosing in healthy volunteers (20-100 subjects)
- Phase II: Efficacy and side effects in patients (100-300 subjects)
- Phase III: Confirmatory trials in larger patient populations (300-3000+ subjects)
- FDA Review: NDA/BLA submission and regulatory review
- Phase IV: Post-marketing surveillance and additional studies
Regulatory Pathways:
- Standard NDA (New Drug Application)
- Fast Track designation for serious conditions
- Breakthrough Therapy for substantial improvement
- Accelerated Approval for unmet medical needs
- Priority Review (6 months vs. 10 months)
- Orphan Drug designation for rare diseases
GxP Standards
Good Practice Standards:
- GCP (Good Clinical Practice): Clinical trial conduct and monitoring
- GLP (Good Laboratory Practice): Preclinical laboratory studies
- GMP (Good Manufacturing Practice): Drug manufacturing and quality control
- GDP (Good Distribution Practice): Supply chain and distribution
- GVP (Good Pharmacovigilance Practice): Safety monitoring and reporting
Clinical Trial Management
Trial Design Elements:
- Protocol development and amendments
- Informed consent process (ICF)
- Inclusion/exclusion criteria
- Randomization and blinding strategies
- Endpoints (primary, secondary, exploratory)
- Statistical analysis plans (SAP)
- Data Safety Monitoring Board (DSMB)
Trial Monitoring:
- Site initiation visits (SIV)
- Monitoring visits and source data verification (SDV)
- Audit and inspection readiness
- Deviation and protocol violation management
- Adverse event reporting (SAE, SUSAR)
What ships with it
1 file 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.
- 5d ago First seen · 184 lines · 80 tokens per session scan A c835d4001aad
pharmaceutical-expert is a skill published in the GitHub repository personamanagmentlayer/pcl (40 stars, last pushed 3d ago), licensed Apache-2.0. It adds 80 tokens to every session and 1,365 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 2026-09-05.
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