ab-test-setup
FreePlan, design, and implement A/B tests and experiments with statistical rigor. Covers hypothesis frameworks, sample sizing, metrics, and result analysis.
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Document control for medical device QMS — numbering, version control, change management, and 21 CFR Part 11 compliance.
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Document control system design and management for ISO 13485-compliant quality management systems.
| Stage | Definition |
|---|---|
| Draft | Under creation or revision — not for use |
| Review | Circulated for review |
| Approved | All signatures obtained |
| Effective | Training complete, released |
| Superseded | Replaced by newer revision |
| Obsolete | Archived per retention schedule |
| Prefix | Type | Typical Content |
|---|---|---|
| QM | Quality Manual | QMS overview, scope, policy |
| SOP | Standard Operating Procedure | Process-level procedures |
| WI | Work Instruction | Task-level step-by-step |
| TF | Template/Form | Controlled forms |
| SPEC | Specification | Product/process specs |
For numbering format, category codes, revision designation, and reviewer requirements, see references/document-control-procedures.md.
For approval matrix, signature requirements, and comment disposition details, see references/document-control-procedures.md.
| Class | Definition | Approval Level |
|---|---|---|
| Administrative | No content impact | Document Control |
| Minor | Limited content change | Process Owner + QA |
| Major | Significant content change | Full review cycle |
| Emergency | Urgent safety/compliance | Expedited + retrospective |
For impact assessment checklist and change history documentation, see references/document-control-procedures.md.
Electronic record and signature controls for FDA compliance.
For full Part 11 scope, audit trail requirements, electronic signature manifestation, and system controls checklist, see references/21cfr11-compliance-guide.md.
| Metric | Target |
|---|---|
| Document cycle time | <30 days |
| Review completion rate | >95% on time |
| Change request backlog | <10 open |
| Overdue review rate | <5% |
| Audit finding rate | <2 per audit |
| Tool | Purpose |
|---|---|
| document_validator.py | Validate document metadata and Part 11 controls |
| Document | Content |
|---|---|
| document-control-procedures.md | Numbering, lifecycle, review/approval, change control, retention |
| 21cfr11-compliance-guide.md | Part 11 scope, electronic records/signatures, validation, gap assessment |
| Sub-clause | Requirement |
|---|---|
| 4.2.4 | Control of documents |
| 4.2.5 | Control of records |
| Section | Requirement |
|---|---|
| 820.40 | Document controls |
| 820.180 | General record requirements |
| 820.181 | Device master record |
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Plan, design, and implement A/B tests and experiments with statistical rigor. Covers hypothesis frameworks, sample sizing, metrics, and result analysis.
The English summary is being prepared. Showing the original description.
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Design multi-agent systems, create agent architectures, define communication patterns, and build autonomous agent workflows with structured evaluation frameworks.
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Inter-agent communication protocol for C-suite agent teams. Defines invocation syntax, loop prevention, isolation rules, response formats, and quality loops.
The English summary is being prepared. Showing the original description.