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 pjt222/agent-almanac --skill conduct-gxp-auditgit clone --depth 1 https://github.com/pjt222/agent-almanacWrote 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/pjt222/agent-almanac/conduct-gxp-audit)<a href="https://agentmods.dev/skills/pjt222/agent-almanac/conduct-gxp-audit"><img src="https://agentmods.dev/badge/skills/pjt222/agent-almanac/conduct-gxp-audit/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/pjt222/agent-almanac/conduct-gxp-audit"><img src="https://agentmods.dev/badge/skills/pjt222/agent-almanac/conduct-gxp-audit.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 | $0.00089 | $0.02581 |
| Opus 5 | $0.00044 | $0.01290 |
| Sonnet 5 | $0.00018 | $0.00516 |
| Haiku 4.5 | $0.00009 | $0.00258 |
Grade A, and why
conduct-gxp-audit 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 7d 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 — 278 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Conduct GxP Audit
Plan and execute a GxP audit of computerized systems, data integrity practices, or regulated processes.
When to Use
- Scheduled internal audit of a validated computerized system
- Supplier/vendor qualification audit for GxP-relevant software
- Pre-inspection readiness assessment before a regulatory audit
- For-cause audit triggered by a deviation, complaint, or data integrity concern
- Periodic review of a validated system's compliance posture
Inputs
- Required: Audit scope (system, process, or site to audit)
- Required: Applicable regulations (21 CFR Part 11, EU Annex 11, GMP, GLP, GCP)
- Required: Previous audit reports and open CAPA items
- Optional: System validation documentation (URS, VP, IQ/OQ/PQ, traceability matrix)
- Optional: SOPs, training records, change control logs
- Optional: Specific risk areas or concerns triggering the audit
Procedure
Step 1: Develop the Audit Plan
# Audit Plan
## Document ID: AP-[SYS]-[YYYY]-[NNN]
### 1. Objective
[State the purpose: scheduled, for-cause, supplier qualification, pre-inspection]
### 2. Scope
- **System/Process**: [Name and version]
- **Regulations**: [21 CFR Part 11, EU Annex 11, ICH Q7, etc.]
- **Period**: [Date range of records under review]
- **Exclusions**: [Any areas explicitly out of scope]
### 3. Audit Criteria
| Area | Regulatory Reference | Key Requirements |
|------|---------------------|------------------|
| Electronic records | 21 CFR 11.10 | Controls for closed systems |
| Audit trail | 21 CFR 11.10(e) | Secure, computer-generated, time-stamped |
| Electronic signatures | 21 CFR 11.50 | Manifestation, legally binding |
| Access controls | EU Annex 11, §12 | Role-based, documented |
| Data integrity | MHRA guidance | ALCOA+ principles |
| Change control | ICH Q10 | Documented, assessed, approved |
### 4. Schedule
| Date | Time | Activity | Participants |
|------|------|----------|-------------|
| Day 1 AM | 09:00 | Opening meeting | All |
| Day 1 AM | 10:00 | Document review | Auditor + QA |
| Day 1 PM | 13:00 | System walkthrough | Auditor + IT + System Owner |
| Day 2 AM | 09:00 | Interviews + evidence collection | Auditor + Users |
| Day 2 PM | 14:00 | Finding consolidation | Auditor |
| Day 2 PM | 16:00 | Closing meeting | All |
### 5. Audit Team
| Role | Name | Responsibility |
|------|------|---------------|
| Lead Auditor | [Name] | Plan, execute, report |
| Subject Matter Expert | [Name] | Technical assessment |
| Auditee Representative | [Name] | Facilitate access and information |
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.
- 7d ago First seen · 278 lines · 89 tokens per session scan A 7fda5dfcb329
conduct-gxp-audit is a skill published in the GitHub repository pjt222/agent-almanac (32 stars, last pushed today), licensed MIT. It adds 89 tokens to every session and 2,581 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.
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