paraqualis-gxp
Life-sciences CSV & GxP toolkit for Claude Code — GAMP 5, 21 CFR Part 11, EU GMP Annex 11, the live eCFR & openFDA, and an IQ/OQ/PQ qualification engine. Slash commands, auto-invoked skills, parallel sub-agents, an MCP server, and a document-protection hook.
Install / Use
claude mcp add paraqualis -- npx -y github:paraqualis/paraqualis-gxpIf the server publishes to npm under a different name, use that package instead — check the repo README.
MCP Server
Model Context Protocol server
Quality Score
Category
Data & AnalyticsSupported Platforms
Tags
Our assessment of paraqualis-gxp
paraqualis-gxp scores 83/100 on our quality scale, 163rd of 264 Data & Analytics skills we index.
Its MCP Server is 14 KB long, well organised into 12 sections with 4 code examples: a thorough specification that gives an agent plenty to work with.
It has 3 GitHub stars, so there is little community track record yet; judge it on its content.
Maintenance, license and trust
- The repository was last updated today, so paraqualis-gxp is actively maintained.
- Our last check on 2026-09-26 found the source still online.
- It is released under the MIT license, a permissive license that allows use, modification and commercial use with attribution.
- Its trust signals score 92/100, with 1 caution from licensing, adoption, age or documentation. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
Safety scan
No issues foundOur scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands. An AI review of the same text found nothing harmful.
AI review by kimi-k2.7-code on 2026-09-27. Automated pattern scan on 2026-09-27. It catches known dangerous patterns, not every risk — read a skill before letting an agent act on it.
paraqualis-gxp compared with similar skills
All 4 of these similar skills score higher than paraqualis-gxp; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| paraqualis-gxp (this skill)by paraqualis | 83 | 3 | today | MCP Server |
| Agent-Reachby Panniantong | 100 | 85.7k | 12d ago | CLAUDE.md |
| headroomby headroomlabs-ai | 100 | 73.9k | today | CLAUDE.md |
| rufloby ruvnet | 100 | 73.4k | today | CLAUDE.md |
| CowAgentby zhayujie | 100 | 47.1k | today | CLAUDE.md |
Frequently asked questions
- How do I install paraqualis-gxp?
- Run
claude mcp add paraqualis -- npx -y github:paraqualis/paraqualis-gxp. The install tabs above show the steps for each supported agent. - Which AI agents does paraqualis-gxp work with?
- It is written for Claude Code and Claude Desktop, as a MCP Server file. Other agents that read the same format can often use it too.
- Is paraqualis-gxp safe to use?
- Our scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands. An AI review of the same text found nothing harmful. It is MIT-licensed and scores 92/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is paraqualis-gxp still maintained?
- The repository was last updated today, so paraqualis-gxp is actively maintained.
Skill content
View source on GitHubParaQualis Skills — life-sciences regulatory & CSV toolkit for Claude Code
A complete Claude Code toolkit for computer-system validation (CSV) and
life-sciences regulatory work. Covers GAMP 5 (2nd ed., including AI/ML),
21 CFR Part 11, EU GMP Annex 11, the live eCFR, and openFDA — and
ships a parallel sub-agent engine (/qualify:build, /qualify:requirements,
/qualify:review) that drafts a full IQ / OQ / PQ qualification pack for any
application in minutes.
Install in one command and you get 18 slash commands, 2 auto-invoked advisor
skills, 3 specialist sub-agents, and a document-protection hook. The qualification
engine writes its output to <your-app>/Qualification/ in Markdown, branded Word,
and Excel. All output is stamped DRAFT pending review by appropriately
qualified and authorized personnel — the generator is itself a GxP-impacting tool
that needs its own qualification before its output is relied upon.
Copyright © 2026 ParaQualis LLC. Released under the MIT License. See SECURITY.md for vulnerability reporting, and CHANGELOG.md for release history.
New here? Start with docs/OVERVIEW.md — the whole toolkit at a glance, with a live catalog of every command, skill, and sub-agent (auto-generated, so it never drifts). Then docs/how-to-qualify.md for the
/qualify:*engine.
Say hello
We're a small team, and the plugin has no telemetry — so the only way we know who uses it is if you tell us. If you're using ParaQualis GxP, we'd love to hear who you are and what you're validating: hello@paraqualis.com, or introduce yourself in Discussions. Feature requests, gaps, and "this didn't work for our QMS" are all welcome.
Install
/plugin marketplace add paraqualis/paraqualis-gxp
/plugin install paraqualis-gxp@paraqualis
The openFDA MCP server is bundled and needs Python ≥ 3.10 with pip install -r requirements.txt
(everything else works without it). See docs/minimum-configuration.md.
What's here
Commands are grouped into families. Each family is a folder under commands/;
the folder name becomes the command's namespace prefix (/family:command).
| Command | What it does |
|---|---|
| /gamp:assess | Categorize a system against GAMP 5 (2nd ed.) software categories and recommend proportionate validation rigor. |
| /gamp:testplan | Draft a risk-based GAMP 5 validation test plan (IQ/OQ/PQ), scaled to category and risk. |
| /cfr21-11:auditprep | Prepare for an FDA inspection against 21 CFR Part 11 — likely questions, evidence to assemble, weak points. |
| /cfr21-11:gap | Gap-assess a system/process against Part 11, with severity and remediation. |
| /cfr21-11:checklist | Generate a tailored Part 11 controls checklist for validation or audit. |
| /eCFR:structure | Show the structure (headings only, no content) two levels below any eCFR reference — any Title. |
| /eCFR:text | Fetch the full current regulatory text of a CFR section or part. |
| /eCFR:search | Full-text search the eCFR and return matching citations with excerpts. |
| /eCFR:changes | Show a part's amendment history — which sections changed and when. |
| /eCFR:compare | Compare a section/part between two dates and show exactly what wording changed. |
| /eu-annex11:gap | Gap-assess a system against EU GMP Annex 11, by clause, with severity and remediation. |
| /eu-annex11:checklist | Generate a tailored Annex 11 controls checklist for validation or inspection readiness. |
| /eu-annex11:auditprep | Prepare for an EU GMP inspection against Annex 11 — likely questions, evidence, weak points. |
| /eu-annex11:crosswalk | Map Annex 11 against 21 CFR Part 11 — alignment, divergence, and what satisfies both. |
| /qualify:build | Build a draft IQ/OQ/PQ qualification pack — discover the stack, schema(s), seed data, and approved requirements, then fan out to the xQ subagents in parallel. |
| /qualify:requirements | Author a draft User Requirements Specification (URS) when none exists — discharging the regulatory obligation to define requirements, structured so each one is testable and feeds PQ traceability. |
| /qualify:review | Review an existing pack — report what's complete, where gaps remain, detect drift against the current system, and plan closure of the gaps an AI can close. |
| /openfda:setup | Detect an openFDA API key; if missing, walk the user through getting a free one (instant) and saving it to a shell file of their choice. |
The eCFR: family pulls live from the public eCFR API
at runtime (no key required) and works for any CFR Title, not just 21. The
eu-annex11: family reflects the established Annex 11 (2011) and flags the July 2025
draft revision + Annex 22 (AI) as draft.
Tools (MCP server): mcp-servers/openfda/ exposes the FDA open data API to Claude as
callable tools (recalls, drug labels, adverse events). Opt-in — pip install mcp + a
one-line registration; see its README.
Skills
Skills live under skills/ and are auto-invoked by Claude when a request matches
their description — no slash command to type. Each is a folder with a SKILL.md
(name + description + instructions) and optional bundled reference files.
| Skill | What it does |
|---|---|
| part11-advisor | Always-available 21 CFR Part 11 expertise. Fires on any electronic-records/signatures, audit-trail, or Part 11 compliance question, and reasons against the verbatim Part 11 text bundled at reference/21-cfr-part-11.md. |
| gamp-advisor | Always-available GAMP 5 (2nd ed.) CSV expertise, including AI/ML & GenAI validation (per the ISPE GAMP Guide: Artificial Intelligence, July 2025, and EU draft Annex 22). Fires on software-category, validation-rigor, IQ/OQ/PQ-scope, or AI-system questions, reasoning against bundled framework references (original summaries — GAMP 5 and the ISPE AI Guide are ISPE-copyrighted, so their text is not reproduced). |
Subagents
Subagents live under agents/ and are specialized sub-Claudes the main agent
delegates to, each in its own isolated context. That isolation lets several run
in parallel. /qualify:build (generate) and /qualify:review (verify) orchestrate these three concurrently:
| Subagent | Stage | Examines |
|---|---|---|
| iq-qualifier | Installation Qualification | the tech stack — runtimes, dependencies, infra, config |
| oq-qualifier | Operational Qualification | how it's built — functions, config logic, tests, pipeline |
| pq-qualifier | Performance Qualification | does it do its job — intended use, requirements ↔ behaviour |
They produce draft, traceable evidence (/qualify:build) or pre-check an existing
pack (/qualify:review); each command assembles the consolidated package. All output is
stamped draft pending review by appropriately qualified and authorized personnel — the generator itself is a GxP-impacting
tool that would require its own qualification before its output is relied upon.
Every item follows the xQ Qualification Protocol:
a Requirement paired with an executable test (a script/query that is itself a pack
artifact in scripts/), acceptance criteria, and an execution record — plus an ID
scheme, automated-vs-manual marking, a regulatory traceability matrix, and a three-layer
evidence model for AI/ML systems.
Hooks
Hooks live under hooks/ and are scripts Claude Code runs automatically on an event
(before/after a tool, on a prompt, when it finishes). Unlike a command or skill, a hook is
deterministic — it always fires, with no model turn — which makes hooks the right place
for safety and governance controls.
| Hook | Event | What it does |
|---|---|---|
| protect-approved-documents.py | PreToolUse | Blocks any edit to a file containing the marker <!-- PARAQUALIS-LOCK: approved -->. Approved records can't be overwritten in place; revise via a new version under change control. |
| welcome-once.py | SessionStart | Shows a one-line "say hello" note the first time the plugin runs, then never again. Local marker file only; no network. |
Register a hook in settings.json (see hooks/README.md for user vs.
project scope). The plugin bundles this hook automatically via hooks/hooks.json.
Plugin (one-command install)
The whole toolkit is packaged as a Claude Code plugin — the manifest lives in
.claude-plugin/plugin.json and a single-plugin marketplace in
.claude-plugin/marketplace.json. The existing commands/, skills/, agents/, and
hooks/ folders are auto-discovered, so installing pulls in everything at once:
/plugin marketplace add paraqualis/paraqualis-gxp
/plugin install paraqualis-gxp@paraqualis
(The GitHub path requires the repo to be public; to test locally, point the first command
at the repo folder instead.) install.sh + symlinks remain the local dev workflow; the
plugin is the distribution path. The openFDA MCP server is bundled in the plugin
(plugin.json → mcpServers, so installing registers it); it requires Python ≥ 3.10 with
pip install -r requirements.txt (or pip install mcp). See its
README and docs/minimum-configuration.md.
Using the qualification engine
The engine is three commands in the qualify: family — start at whichever fits:
/qualify:build <app>— generate the IQ/OQ/PQ pack. IQ and OQ never wait on a requirements doc; only PQ traces to one. The command searches for the spec and asks you to point to it (it can have any name, sit in a subfolder, or live outside the repo) before treating it as missing. If there genuinely is none, it still completes IQ, OQ, and partial PQ, raises a critical finding, and offers to author a draft URS inline./qualify:requirements <app>— author a draft URS when none exists (a regulatory obligation under GAMP 5 / EU Annex 11 cl.4). It first confirms one doesn't already exist — offering to supplement rather than duplicate — then writes to<app>/Qualification/requirements/URS.mdfor review and approval./qualify:review <app>— report what's complete, what's outstanding, and drift against the current system, then plan gap-closure (AI-closable vs. human/witnessed). If the pack or the requirements are missing it prompts you and — on your go-ahead — can kick off the other two commands to establish them first.
Hand-offs always happen on your go-ahead, never silently.
Full usage guide: docs/how-to-qualify.md (also available as a
Word document, authored by ParaQualis LLC) — how to qualify any application, what to tell
Claude, how to trigger the /qualify:* commands, what to expect, every output in the Qualification/
directory, and the gap-closure loop.
Install from source (dev workflow)
For one-command end-user install, see Plugin above. The from-source path below is the development workflow — edit a file and it's live immediately:
git clone git@github.com:paraqualis/paraqualis-gxp.git
cd paraqualis-gxp
./install.sh
install.sh symlinks each command family into ~/.claude/commands/ and each skill
into ~/.claude/skills/, so they stay live globally while this repo remains the
single source of truth. Edit anything here and the change is live everywhere
immediately — no copy step. The installer self-heals: stale links from renamed or
removed items are pruned automatically. Restart Claude Code after installing so
it re-scans the commands and skills folders.
Repo layout
.
├── commands/
│ ├── gamp/
Truncated for display — read the full file on GitHub.
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Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.
