Quality & Non-Conformance Management
Overview
Use this skill to review, structure, or improve nonconformance handling in regulated manufacturing environments where product disposition, investigation quality, CAPA escalation, supplier controls, and closure evidence matter.
This skill is designed for analysis and review work, not for issuing legal or regulatory sign-off. It helps the operator:
- distinguish immediate containment from deeper investigation
- decide whether an issue should remain an NCR/nonconformance or escalate to CAPA
- assess whether supplier escalation is required
- judge whether a closure package is evidence-based or too weak to accept
- preserve provenance and decision rationale before merge, handoff, or audit preparation
The workflow is intentionally risk-based. It should be applied only after identifying the governing quality framework for the record under review.
When to Use This Skill
Use this skill when the task involves one or more of the following:
- reviewing a nonconforming product event, deviation, NCR, or MRB packet
- deciding whether a case needs containment only, formal investigation, CAPA escalation, supplier action, or reopening
- checking whether root-cause claims are supported by objective evidence
- evaluating whether repeated defects indicate a broader process, validation, measurement, or supplier-control problem
- assessing closure quality for CAPA, SCAR, rework, concession, or deviation records
- preparing a review packet for quality leadership, audit response, or cross-functional handoff
Do not use this skill as a substitute for:
- legal advice
- formal regulatory reporting decisions that require authorized personnel
- product release authority
- changing approved procedures without controlled change management
Before using detailed criteria, identify the applicable regime, for example:
- FDA medical device / QMSR-harmonized device context
- pharma or biopharma quality system using ICH / GxP expectations
- aerospace, automotive, or internal QMS controls
- internal quality review with no direct regulated submission impact
If the governing framework is unknown, stop and ask for it before prescribing record content or closure standards.
Operating Table
| Situation |
Start here |
Why it matters |
| New case intake |
Confirm product, lot/serial scope, location, release status, and distribution status |
You cannot judge severity, containment, or reporting impact without scope |
| Regulated review |
Identify governing regime, risk class, market status, and who owns release/disposition authority |
Terms and evidence expectations differ by context |
| Suspect nonconforming product |
Separate containment and disposition from root-cause work |
Teams often jump to RCA before securing inventory or documenting control |
| Recurrent or high-risk issue |
Check trend history, complaints, prior NCRs, prior CAPAs, validation status, and detectability weakness |
Recurrence often means the problem is systemic, not isolated |
| Supplier-linked event |
Check supplier status, item criticality, inspection history, prior SCARs, and quality agreement references |
Supplier events may require more than return-to-vendor handling |
| Weak investigation |
Test whether evidence supports the claimed root cause, or only a plausible story |
Premature closure is a common failure mode |
| Closure review |
Use references/review-criteria.md |
Provides decision criteria for NCR vs CAPA vs supplier escalation vs reopen |
| Training or audit prep |
Use examples/review-example.md |
Shows a realistic NCR-to-CAPA review with weak vs acceptable closure logic |
Workflow
1) Establish the review frame
Start by collecting the minimum context needed to make a safe judgment:
- product or process affected
- lot, batch, serial, or unit scope
- where affected material is now located
- whether any product was released or distributed
- detection point: incoming, in-process, final release, complaint, service, audit, or stability/monitoring
- applicable quality system or regulatory context
- assigned record owner and disposition authority
If any of these are missing, call out the gap before concluding anything.
2) Control the nonconformance before investigating cause
Treat containment and disposition as a distinct stage.
Check whether the record shows:
- identification of affected material or records
- segregation or administrative control where practical
- hold status and access restriction
- preliminary scope assessment
- documented disposition path or hold-for-investigation status
- rework or reinspection requirements if applicable
- authorized approval for the chosen disposition under local procedure
Common disposition paths include:
- use as is
- rework
- repair
- return to supplier
- scrap
- concession or deviation
- hold for investigation
Do not accept a packet that explains root cause in detail but cannot clearly show what happened to the affected product.
If product has already shipped, add review of traceability, customer impact, field status, and whether separate reporting or market action processes must be considered by authorized personnel.
3) Triage risk and decide investigation depth
Scale the investigation to risk rather than applying the same depth everywhere.
Review at least these factors:
- severity of potential impact
- occurrence or recurrence pattern
- detectability and control weakness
- distribution status
- complaint, adverse event, or reportability linkage
- multi-lot, multi-line, or multi-site scope
- confidence in the available data
Also test for bias:
- blaming operator error before checking system factors
- blaming the supplier before checking incoming controls and specifications
- accepting the first plausible cause without ranking evidence
- closing because action was completed, not because effectiveness was demonstrated
Document why the chosen level of investigation is proportionate.
4) Investigate cause using evidence, not just narrative
A good investigation distinguishes:
- symptom: what failed
- containment: how exposure was controlled
- direct cause: what immediately produced the event
- root cause: why the system allowed it
- contributing factors: conditions that increased likelihood or reduced detection
Minimum evidence checks:
- compare actual records, not recollections alone
- review recent trend data and prior similar events
- check change history, maintenance, calibration, setup, tooling, and environment where relevant
- review inspection method adequacy and measurement-system confidence
- for supplier events, review specifications, quality agreements, inspection plans, and supplier change visibility
- for repeated process defects, review process validation or continued process verification evidence instead of defaulting to retraining
Be cautious with conclusions such as "operator error," "supplier issue," or "isolated incident" unless corroborated by records.
5) Decide NCR only vs CAPA escalation
Not every NCR requires CAPA, but some should not remain local.
Typical escalation triggers include:
- recurrence after prior correction
- high-severity or patient/customer safety impact
- distributed product or complaint linkage
- evidence of broader process or system failure
- validation failure or loss of validated state
- repeated supplier escapes or ineffective SCAR history
- multi-lot or multi-line impact
- poor detectability suggesting controls are weak
- prior closure later shown to be ineffective
If one or more of these are present, require a clear rationale if the issue is not escalated.
Use references/review-criteria.md when you need a compact decision aid during live review.
6) Review supplier implications explicitly
When a nonconformance involves purchased material, outsourced processing, or supplier-provided services, check more than the defect itself.
Review whether the packet addresses:
- approved supplier status
- criticality of the supplied item or service
- quality agreement or communicated specification clarity
- incoming acceptance method and whether it was capable of detection
- supplier history and prior SCARs
- whether the issue indicates supplier qualification, oversight, or change-notification weakness
A supplier-caused defect does not automatically prove supplier-only root cause. Internal receiving controls, specification quality, and escalation timeliness may also be involved.
7) Define corrective action and verification expectations
Corrective actions should match the verified cause and risk.
Weak actions often include:
- retraining only, without evidence the knowledge gap was primary
- updating a form without changing the failing control
- adding inspection where process weakness remains unaddressed
- closing immediately after implementation with no effectiveness window
Stronger action plans usually specify:
- what process, control, specification, equipment, supplier control, or workflow will change
- who owns implementation
- what records will prove implementation
- how effectiveness will be measured
- what time window or production volume will be reviewed
- what would trigger reopen or further escalation
8) Judge closure quality
Do not accept closure based only on completed tasks.
A credible closure shows:
- implemented actions match the defined cause and scope
- impacted documents, training, controls, or supplier requirements were updated as needed
- verification or validation was completed where required
- effectiveness was checked over a defined period or sample
- no significant unintended consequences were introduced
- management or quality leadership visibility occurred when risk or recurrence justified it
If recurrence occurs after closure, reopen the logic chain:
- was the root cause truly demonstrated?
- was containment scope too narrow?
- was the monitoring window too short?
- did changes create new failure modes?
- was the issue systemic but treated as local?
Troubleshooting
The record jumps straight to root cause with poor containment evidence
- Ask where all suspect inventory, WIP, and released units are.
- Require product control status before accepting detailed RCA.
- Check whether affected documentation and traceability records were also controlled.
The investigation concludes "operator error" with no corroboration
- Ask for objective evidence: training records, work-instruction clarity, human factors, error-proofing status, supervision, and recurrence history.
- Review process design, tooling, inspection detectability, and workload/context before accepting a person-only explanation.
The same defect recurs after retraining
- Treat training-only correction as suspect.
- Review process capability, validation status, setup controls, maintenance, environmental conditions, measurement system, and recent changes.
- Escalate if recurrence indicates the process is not in a controlled state.
Supplier repeated the same defect after SCAR closure
- Review supplier qualification, prior similar escapes, process-change visibility, incoming sampling adequacy, and whether the specification was unambiguous.
- Consider requalification, tighter controls, or supplier status escalation if evidence shows repeated ineffectiveness.
Multiple plausible causes remain open
- Rank hypotheses by evidence strength.
- Keep containment active while confidence is low.
- Prefer targeted data collection over premature closure.
Product was already distributed before detection
- Expand review to traceability, customer impact, complaint linkage, field status, and whether separate reporting or market action review is required by authorized functions.
- Do not let the NCR close as a purely internal event if distribution materially changes risk.
CAPA was closed, but the defect returned
- Recheck whether the issue should have been treated as systemic.
- Verify effectiveness criteria, monitoring duration, and whether the action changed the actual control point.
- Review for unintended consequences or incomplete implementation.
Examples
For a worked example of NCR review, CAPA escalation logic, supplier considerations, and weak vs acceptable closure rationale, see:
examples/review-example.md
Use the example to compare the packet you are reviewing against a realistic good-enough standard rather than an abstract checklist.
Additional Resources
Use primary sources for final policy interpretation. This skill helps structure review judgment; it does not replace approved procedures or authorized quality/regulatory decisions.
Related Skills
Use a different or additional skill when the work shifts into:
- complaint handling or post-market surveillance
- regulatory reporting assessment
- process validation protocol design or statistical study design
- supplier qualification or audit program design
- change control or document-control execution
- detailed manufacturing process engineering outside the nonconformance workflow
1---2name: quality-nonconformance-23description: Quality & Non-Conformance Management workflow skill. Use this skill when the user needs codified expertise for quality control, nonconformance investigation, root cause analysis, corrective action, and supplier quality management in regulated manufacturing, with clear review criteria, evidence expectations, and provenance-aware handoff discipline.4---56# Quality & Non-Conformance Management78## Overview910Use this skill to review, structure, or improve nonconformance handling in regulated manufacturing environments where product disposition, investigation quality, CAPA escalation, supplier controls, and closure evidence matter.1112This skill is designed for analysis and review work, not for issuing legal or regulatory sign-off. It helps the operator:1314- distinguish immediate containment from deeper investigation15- decide whether an issue should remain an NCR/nonconformance or escalate to CAPA16- assess whether supplier escalation is required17- judge whether a closure package is evidence-based or too weak to accept18- preserve provenance and decision rationale before merge, handoff, or audit preparation1920The workflow is intentionally risk-based. It should be applied only after identifying the governing quality framework for the record under review.2122## When to Use This Skill2324Use this skill when the task involves one or more of the following:2526- reviewing a nonconforming product event, deviation, NCR, or MRB packet27- deciding whether a case needs containment only, formal investigation, CAPA escalation, supplier action, or reopening28- checking whether root-cause claims are supported by objective evidence29- evaluating whether repeated defects indicate a broader process, validation, measurement, or supplier-control problem30- assessing closure quality for CAPA, SCAR, rework, concession, or deviation records31- preparing a review packet for quality leadership, audit response, or cross-functional handoff3233Do not use this skill as a substitute for:3435- legal advice36- formal regulatory reporting decisions that require authorized personnel37- product release authority38- changing approved procedures without controlled change management3940Before using detailed criteria, identify the applicable regime, for example:4142- FDA medical device / QMSR-harmonized device context43- pharma or biopharma quality system using ICH / GxP expectations44- aerospace, automotive, or internal QMS controls45- internal quality review with no direct regulated submission impact4647If the governing framework is unknown, stop and ask for it before prescribing record content or closure standards.4849## Operating Table5051| Situation | Start here | Why it matters |52| --- | --- | --- |53| New case intake | Confirm product, lot/serial scope, location, release status, and distribution status | You cannot judge severity, containment, or reporting impact without scope |54| Regulated review | Identify governing regime, risk class, market status, and who owns release/disposition authority | Terms and evidence expectations differ by context |55| Suspect nonconforming product | Separate containment and disposition from root-cause work | Teams often jump to RCA before securing inventory or documenting control |56| Recurrent or high-risk issue | Check trend history, complaints, prior NCRs, prior CAPAs, validation status, and detectability weakness | Recurrence often means the problem is systemic, not isolated |57| Supplier-linked event | Check supplier status, item criticality, inspection history, prior SCARs, and quality agreement references | Supplier events may require more than return-to-vendor handling |58| Weak investigation | Test whether evidence supports the claimed root cause, or only a plausible story | Premature closure is a common failure mode |59| Closure review | Use `references/review-criteria.md` | Provides decision criteria for NCR vs CAPA vs supplier escalation vs reopen |60| Training or audit prep | Use `examples/review-example.md` | Shows a realistic NCR-to-CAPA review with weak vs acceptable closure logic |6162## Workflow6364### 1) Establish the review frame6566Start by collecting the minimum context needed to make a safe judgment:6768- product or process affected69- lot, batch, serial, or unit scope70- where affected material is now located71- whether any product was released or distributed72- detection point: incoming, in-process, final release, complaint, service, audit, or stability/monitoring73- applicable quality system or regulatory context74- assigned record owner and disposition authority7576If any of these are missing, call out the gap before concluding anything.7778### 2) Control the nonconformance before investigating cause7980Treat containment and disposition as a distinct stage.8182Check whether the record shows:8384- identification of affected material or records85- segregation or administrative control where practical86- hold status and access restriction87- preliminary scope assessment88- documented disposition path or hold-for-investigation status89- rework or reinspection requirements if applicable90- authorized approval for the chosen disposition under local procedure9192Common disposition paths include:9394- use as is95- rework96- repair97- return to supplier98- scrap99- concession or deviation100- hold for investigation101102Do not accept a packet that explains root cause in detail but cannot clearly show what happened to the affected product.103104If product has already shipped, add review of traceability, customer impact, field status, and whether separate reporting or market action processes must be considered by authorized personnel.105106### 3) Triage risk and decide investigation depth107108Scale the investigation to risk rather than applying the same depth everywhere.109110Review at least these factors:111112- severity of potential impact113- occurrence or recurrence pattern114- detectability and control weakness115- distribution status116- complaint, adverse event, or reportability linkage117- multi-lot, multi-line, or multi-site scope118- confidence in the available data119120Also test for bias:121122- blaming operator error before checking system factors123- blaming the supplier before checking incoming controls and specifications124- accepting the first plausible cause without ranking evidence125- closing because action was completed, not because effectiveness was demonstrated126127Document why the chosen level of investigation is proportionate.128129### 4) Investigate cause using evidence, not just narrative130131A good investigation distinguishes:132133- symptom: what failed134- containment: how exposure was controlled135- direct cause: what immediately produced the event136- root cause: why the system allowed it137- contributing factors: conditions that increased likelihood or reduced detection138139Minimum evidence checks:140141- compare actual records, not recollections alone142- review recent trend data and prior similar events143- check change history, maintenance, calibration, setup, tooling, and environment where relevant144- review inspection method adequacy and measurement-system confidence145- for supplier events, review specifications, quality agreements, inspection plans, and supplier change visibility146- for repeated process defects, review process validation or continued process verification evidence instead of defaulting to retraining147148Be cautious with conclusions such as "operator error," "supplier issue," or "isolated incident" unless corroborated by records.149150### 5) Decide NCR only vs CAPA escalation151152Not every NCR requires CAPA, but some should not remain local.153154Typical escalation triggers include:155156- recurrence after prior correction157- high-severity or patient/customer safety impact158- distributed product or complaint linkage159- evidence of broader process or system failure160- validation failure or loss of validated state161- repeated supplier escapes or ineffective SCAR history162- multi-lot or multi-line impact163- poor detectability suggesting controls are weak164- prior closure later shown to be ineffective165166If one or more of these are present, require a clear rationale if the issue is *not* escalated.167168Use `references/review-criteria.md` when you need a compact decision aid during live review.169170### 6) Review supplier implications explicitly171172When a nonconformance involves purchased material, outsourced processing, or supplier-provided services, check more than the defect itself.173174Review whether the packet addresses:175176- approved supplier status177- criticality of the supplied item or service178- quality agreement or communicated specification clarity179- incoming acceptance method and whether it was capable of detection180- supplier history and prior SCARs181- whether the issue indicates supplier qualification, oversight, or change-notification weakness182183A supplier-caused defect does not automatically prove supplier-only root cause. Internal receiving controls, specification quality, and escalation timeliness may also be involved.184185### 7) Define corrective action and verification expectations186187Corrective actions should match the verified cause and risk.188189Weak actions often include:190191- retraining only, without evidence the knowledge gap was primary192- updating a form without changing the failing control193- adding inspection where process weakness remains unaddressed194- closing immediately after implementation with no effectiveness window195196Stronger action plans usually specify:197198- what process, control, specification, equipment, supplier control, or workflow will change199- who owns implementation200- what records will prove implementation201- how effectiveness will be measured202- what time window or production volume will be reviewed203- what would trigger reopen or further escalation204205### 8) Judge closure quality206207Do not accept closure based only on completed tasks.208209A credible closure shows:210211- implemented actions match the defined cause and scope212- impacted documents, training, controls, or supplier requirements were updated as needed213- verification or validation was completed where required214- effectiveness was checked over a defined period or sample215- no significant unintended consequences were introduced216- management or quality leadership visibility occurred when risk or recurrence justified it217218If recurrence occurs after closure, reopen the logic chain:219220- was the root cause truly demonstrated?221- was containment scope too narrow?222- was the monitoring window too short?223- did changes create new failure modes?224- was the issue systemic but treated as local?225226## Troubleshooting227228### The record jumps straight to root cause with poor containment evidence229- Ask where all suspect inventory, WIP, and released units are.230- Require product control status before accepting detailed RCA.231- Check whether affected documentation and traceability records were also controlled.232233### The investigation concludes "operator error" with no corroboration234- Ask for objective evidence: training records, work-instruction clarity, human factors, error-proofing status, supervision, and recurrence history.235- Review process design, tooling, inspection detectability, and workload/context before accepting a person-only explanation.236237### The same defect recurs after retraining238- Treat training-only correction as suspect.239- Review process capability, validation status, setup controls, maintenance, environmental conditions, measurement system, and recent changes.240- Escalate if recurrence indicates the process is not in a controlled state.241242### Supplier repeated the same defect after SCAR closure243- Review supplier qualification, prior similar escapes, process-change visibility, incoming sampling adequacy, and whether the specification was unambiguous.244- Consider requalification, tighter controls, or supplier status escalation if evidence shows repeated ineffectiveness.245246### Multiple plausible causes remain open247- Rank hypotheses by evidence strength.248- Keep containment active while confidence is low.249- Prefer targeted data collection over premature closure.250251### Product was already distributed before detection252- Expand review to traceability, customer impact, complaint linkage, field status, and whether separate reporting or market action review is required by authorized functions.253- Do not let the NCR close as a purely internal event if distribution materially changes risk.254255### CAPA was closed, but the defect returned256- Recheck whether the issue should have been treated as systemic.257- Verify effectiveness criteria, monitoring duration, and whether the action changed the actual control point.258- Review for unintended consequences or incomplete implementation.259260## Examples261262For a worked example of NCR review, CAPA escalation logic, supplier considerations, and weak vs acceptable closure rationale, see:263264- `examples/review-example.md`265266Use the example to compare the packet you are reviewing against a realistic good-enough standard rather than an abstract checklist.267268## Additional Resources269270- `references/review-criteria.md` — compact review matrix for disposition, CAPA triggers, supplier escalation, and closure evidence271- FDA QMSR overview: https://www.fda.gov/medical-devices/device-advice-comprehensive-regulatory-assistance/quality-management-system-regulation-qmsr272- 21 CFR 820.90 Nonconforming product: https://www.ecfr.gov/current/title-21/chapter-I/subchapter-H/part-820/section-820.90273- 21 CFR 820.100 CAPA: https://www.ecfr.gov/current/title-21/chapter-I/subchapter-H/part-820/section-820.100274- 21 CFR 820.50 Purchasing controls: https://www.ecfr.gov/current/title-21/chapter-I/subchapter-H/part-820/section-820.50275- FDA Process Validation guidance: https://www.fda.gov/regulatory-information/search-fda-guidance-documents/process-validation-general-principles-and-practices276- ICH Q9(R1) Quality Risk Management: https://database.ich.org/sites/default/files/ICH_Q9-R1_Guideline_Step4_2023_0118.pdf277- ICH Q10 Pharmaceutical Quality System: https://database.ich.org/sites/default/files/Q10_Guideline.pdf278279Use primary sources for final policy interpretation. This skill helps structure review judgment; it does not replace approved procedures or authorized quality/regulatory decisions.280281## Related Skills282283Use a different or additional skill when the work shifts into:284285- complaint handling or post-market surveillance286- regulatory reporting assessment287- process validation protocol design or statistical study design288- supplier qualification or audit program design289- change control or document-control execution290- detailed manufacturing process engineering outside the nonconformance workflow