pdca-improvement
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它会碰到什么
这一栏是扫描器报的事实,不是结论。命中多不等于有毒(安全工具、规则库、示例脚本本来就会包含危险写法),命中少也不等于干净。它和你手上的凭据、文件、网络有什么关系,需要你自己看。
技能内容
PDCA Improvement Cycle
When to use
Use PDCA for:
- Continuous improvement initiatives (not problem reactions — use 8D for that)
- Implementing a process optimisation with uncertain outcome
- Piloting a change before full deployment
- Structured improvement from lessons learned or audit findings
- Meeting a quality objective that requires a new approach
Key distinction from 8D: PDCA is proactive or slow-burn improvement. 8D is reactive to a specific defect or failure. Both use root cause analysis, but PDCA has a broader scope and a pilot step before full deployment.
When PDCA is used for corrective action (e.g., responding to an audit finding or recurring NC): a [Corrective Action Request (CAR)](../../documentation/car-corrective-action/) must also be opened to document root cause, actions, and VOE per ISO 9001 §10.2. PDCA is the improvement methodology; the CAR is the governance record.
Prerequisites
- Improvement goal defined (with target metric)
- Baseline data available (current performance)
- Owner and resources assigned
Workflow
PLAN — Analyse and define the approach
- Define the current situation
- What is the problem or improvement opportunity?
- What is the current measured performance? (baseline)
- What is the target? (SMART: Specific, Measurable, Achievable, Relevant, Time-bound)
- Analyse root cause
- Use [Fishbone](../fishbone-analysis/) and [5-Why](../5why-root-cause/) to understand why current performance is below target
- Use data: Pareto charts, run charts, capability studies
- Develop the improvement plan
- What specific actions will close the gap?
- Who is responsible for each action?
- What is the timeline?
- What resources are needed?
- What risks does the change introduce? Review the applicable PFMEA — does this change add or remove a failure mode? Does it affect any existing prevention or detection control?
- Define the pilot scope
- Which process, line, or area will pilot the change?
- What volume or duration is needed to validate effectiveness? Define this before starting the pilot — do not decide after seeing results.
- What will you measure, and how?
Pilot volume guidance: as a minimum, the pilot should produce enough output to statistically distinguish signal from noise. Typical references:
- Process capability change: minimum 30 consecutive cycles or units under the new conditions
- Defect rate reduction: minimum volume to yield at least 5 expected events at the old rate (e.g., if baseline defect rate = 2%, minimum pilot = 250 units)
- Time-dependent improvement: minimum 4 weeks of sustained performance data
Plan gate: Is the root cause understood? Is the pilot scope defined with explicit volume/duration minimum? Is success measurable against a specific target?
DO — Implement (pilot)
- Implement the planned changes in the pilot scope only
- Train affected personnel
- Execute and collect data during the pilot
- Document what actually happened vs. what was planned (deviations are data)
Do not deploy broadly at this stage. The pilot is to learn, not to commit.
CHECK — Verify results
Compare pilot results against the Plan targets:
| Metric | Baseline | Target | Pilot result | Gap closed? |
|--------|----------|--------|--------------|-------------|
| [KPI 1] | | | | |
| [KPI 2] | | | | |
Ask:
- Did the change produce the expected improvement?
- Were there any unexpected negative effects?
- Is the improvement sustainable (stable over time) or a one-time effect?
- Was the pilot conducted under representative conditions (same operators, same materials, same environment as production)?
Check gate:
- If target met → proceed to Act (standardise)
- If partially met → revise Plan, run another Do-Check cycle
- If not met → return to Plan, re-analyse root cause
ACT — Standardise or revise
If the pilot succeeded:
- Update process documents: work instructions, control plan, PFMEA — each must be revised to reflect the new process
- If the PFMEA includes failure modes related to the improved process step, update affected S/O/D ratings and AP
- Deploy to all applicable areas (horizontal deployment) — list each area and confirm deployment is complete
- Train all affected personnel — training records required
- Set up ongoing monitoring to confirm the improvement holds
- Share lessons learned — enter in lessons learned register
If the pilot failed or was inconclusive:
- Document what was learned
- Revise the Plan (new root cause hypothesis or new approach)
- Repeat the cycle
Do not standardise an unverified change. Standardising a failed pilot permanently embeds the problem.
Required PDCA documentation (ISO 9001 §10.3)
For the cycle to be auditable, the following records must exist at closure:
- [ ] Baseline measurement with data source and date
- [ ] Root cause analysis (fishbone or 5-Why output)
- [ ] Pilot plan with explicit volume/duration minimum and success criteria
- [ ] Pilot execution data (before/after comparison)
- [ ] Check gate decision (proceed / revise / restart) with supporting data
- [ ] Updated PFMEA, Control Plan, and Work Instructions (if applicable) with new revision numbers and approval dates
- [ ] Training records for all affected personnel
- [ ] Horizontal deployment log (areas assessed, actions taken)
- [ ] Lessons learned register entry
Gate summary
| Gate | Key question | Pass criterion |
|------|-------------|----------------|
| Plan | Is root cause understood and pilot scoped? | Root cause confirmed, target measurable, pilot volume/duration defined |
| Do | Was the pilot conducted as planned? | Actions implemented, data collected per plan |
| Check | Did the change achieve the target? | Target metric met or exceeded; minimum pilot volume reached |
| Act | Are documents updated and deployment complete? | PFMEA/CP/WI revised, training done, horizontal deployment documented |
Common mistakes
- Skipping Plan — jumping straight to Do without understanding root cause
- Undefined pilot volume — deciding after the pilot how much data is "enough"; set the minimum before starting
- Skipping Check — deploying broadly after pilot without verifying data
- Treating Act as permanent before Check — standardising before the pilot result is confirmed
- One cycle only — PDCA is a cycle; if the first cycle doesn't solve it, run another
- Using PDCA for urgent defects — for customer complaints or safety issues, use 8D instead
- Not updating PFMEA — a process change without PFMEA update leaves the risk register inaccurate
Output Format
At the start of each use, ask the user:
> "How would you like to receive the output?
> A — Structured Markdown (formatted tables and sections, ready to copy)
> B — Plain tables (simplified structure for Excel or Word)
> C — Narrative report (flowing text for a formal document or email)
>
> Default: A."
Adapt all output sections to the chosen format. If the platform or session context already defines a format preference, skip this question.
Changelog
| Version | Date | Author | Change |
|---------|------|--------|--------|
| 1.0 | 2026-06-01 | @RBraga01 | Initial release |
| 1.1 | 2026-06-04 | @migmcc | Polished PDCA cycle workflow and D6 verification integration |
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它属于哪个仓库
plugins/RBraga01/Quality-Engineering-Skills/skills/problem-solving/pdca-improvement/SKILL.md