Plan, design, and implement A/B tests and experiments with statistical rigor. Covers hypothesis frameworks, sample sizing, metrics, and result analysis.
日本語の概要は準備中です。原文の説明を表示しています。
CAPA system management for medical device QMS — root cause analysis, corrective action planning, effectiveness verification, and CAPA metrics.
日本語の概要は準備中です。原文の説明を表示しています。
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Corrective and Preventive Action (CAPA) management within Quality Management Systems.
| Trigger Type | CAPA Required | Criteria |
|---|---|---|
| Customer complaint (safety) | Yes | Any involving patient/user safety |
| Internal audit finding (Major) | Yes | Systematic failure or absence |
| Nonconformance (recurring) | Yes | Same NC type 3+ times |
| External audit finding | Yes | All Major and Minor findings |
| Customer complaint (quality) | Evaluate | Based on severity and frequency |
| Trend analysis | Evaluate | Based on significance |
Select methodology based on problem characteristics:
For complete RCA method details, decision tree, 5-Why template with example, and fishbone categories, see references/rca-methodologies.md.
| Type | Purpose | Timeline |
|---|---|---|
| Containment | Stop immediate impact | 24-72 hours |
| Correction | Fix specific occurrence | 1-2 weeks |
| Corrective | Eliminate root cause | 30-90 days |
| Preventive | Prevent in other areas | 60-120 days |
For action plan template, effectiveness indicators, and implementation timeline, see references/effectiveness-verification-guide.md.
| CAPA Severity | Wait Period | Verification Window |
|---|---|---|
| Critical | 30 days | 30-90 days |
| Major | 60 days | 60-180 days |
| Minor | 90 days | 90-365 days |
For verification methods, effectiveness determination decision tree, and closure requirements, see references/effectiveness-verification-guide.md.
| Metric | Target |
|---|---|
| CAPA cycle time | <60 days average |
| Overdue rate | <10% |
| First-time effectiveness | >90% |
| Recurrence rate | <5% |
| Tool | Purpose |
|---|---|
| capa_tracker.py | Generate CAPA status reports and metrics |
| Document | Content |
|---|---|
| rca-methodologies.md | 5-Why, Fishbone, FTA, Human Factors, FMEA templates |
| effectiveness-verification-guide.md | Verification planning, methods, action plans, closure |
Required elements: procedures, quality data analysis, cause investigation, action identification, effectiveness verification, management review submission.
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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.
日本語の概要は準備中です。原文の説明を表示しています。
Web/mobile accessibility decision guide: WCAG 2.2 AA, ARIA, keyboard nav, focus management, contrast, testing. Use for: a11y, accessibility, wcag, aria, screen reader, keyboard, contrast.
日本語の概要は準備中です。原文の説明を表示しています。
Generate, iterate, and scale ad creative for paid advertising across Google, Meta, LinkedIn, and X. Covers platform specs, creative frameworks, and quality validation.
日本語の概要は準備中です。原文の説明を表示しています。
Musica interactiva para juegos: layering vertical, re-secuenciacion horizontal, stingers, reglas de transicion con sync points, y mapeo de estados de gameplay a musica. Usar para: musica adaptativa, sistema de musica dinamica, transiciones musicales, combat music.
日本語の概要は準備中です。原文の説明を表示しています。
Design multi-agent systems, create agent architectures, define communication patterns, and build autonomous agent workflows with structured evaluation frameworks.
日本語の概要は準備中です。原文の説明を表示しています。
Inter-agent communication protocol for C-suite agent teams. Defines invocation syntax, loop prevention, isolation rules, response formats, and quality loops.
日本語の概要は準備中です。原文の説明を表示しています。