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Get Started Free →Generates or completes 8D reports (Eight Disciplines) from customer complaint data, with D1–D8 fill-in guidance and a standard template. Supports customer-specific formats (one supplier, multiple customers with different 8D layouts). Use for customer complaints, quality deviations, and defect recurrence prevention.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-06 | ✗→✓ | ▲ Improved | 169% | 0% |
| case-09 | ✗→✓ | ▲ Improved | 152% | 0% |
| case-10 | ✗→✓ | ▲ Improved | 228% | 0% |
| case-11 | ✗→✓ | ▲ Improved | 129% | 0% |
| case-12 | ✗→✓ | ▲ Improved | 206% | 0% |
Generates or completes an 8D report from user-provided complaint data (product, symptom, quantity, customer, dates, etc.) and guides step-by-step completion of D1–D8. Supports chart/diagram analysis (e.g. fishbone, 5-Why, Pareto), image/video evidence for verification, and document attachments for specs and revised procedures. Handles customer-specific formats: one supplier may need different 8D layouts for different customers; the skill can use a chosen template or match a user-provided format. Output is structured Markdown suitable for pasting into Word, Excel, or internal systems.
Scenario: A supplier serves multiple customers; each customer requires 8D/CAR in a different format (different section titles, table columns, order of D1–D8, or extra blocks such as "Supplier response date" or "Cost of quality").
How to handle:
{baseDir}/formats/ (e.g. formats/Customer-A.md or formats/automotive-oem.md). If yes, use that file’s section order and headings to build the report.formats/ — see formats/README.md."[To be filled].formats/ can contain one file per customer or format (e.g. Customer-A.md, Customer-B.md). Each file lists the report structure: section titles in order and, if needed, table column headers. The agent then fills content according to this structure. See {baseDir}/formats/README.md and any example in formats/ for the expected format.Mapping rule: The content of 8D (team, 5W2H, containment, root cause, permanent actions, implementation, recurrence prevention, closure) stays the same; only section titles, order, and table/field names change to match the customer template.
| Where | Charts / diagrams | Images or video | Documents | |-------|-------------------|-----------------|-----------| | D2 | Optional: defect location sketch, timeline | Recommended: defect photos, limit sample, customer evidence | Spec sheet, drawing, limit sample doc ref | | D3 | Optional: containment flow | Optional: quarantine area, sorted lots | N/A | | D4 | Recommended: 5-Why tree, fishbone, Pareto, cause–effect matrix | Optional: reproduction test photos/video, failure mode | Process doc / FMEA excerpt (before) | | D5 | Optional: before/after data chart, trial summary | Recommended: verification photos or short video (trial, measurement) | Trial report, test protocol | | D6 | Optional: Cpk/trend chart | Optional: updated work area, gauge | Recommended: revised SOP/spec (cover or excerpt), approval | | D7 | Optional: process change summary | Optional: training photo | Recommended: training record, lesson learned doc ref | | D8 | N/A | Optional: team/customer sign-off photo | Recommended: customer closure confirmation, distribution list |
[Attach: defect photo] or [Attach: video – reproduction test]; remind the user to attach files when exporting to Word or to upload to the report system.[Attach: spec rev X] or [Attach: SOP XYZ rev 2 excerpt]; ask for document number and revision when the user mentions a spec or procedure.{baseDir}/formats/<name>.md (normalize to lowercase, hyphens). If found, use that structure; if not, use the standard template and offer to create a format file for next time.[To be filled] or [Fill from context above] for missing items. [Attach: defect photo], [See fishbone diagram]) and remind the user to add the file when finalizing the report. 8D-{case-number}-{date}.md (or the filename style the customer expects). Remind that images, videos, and document excerpts must be attached in Word or the final report system.The template below is the default layout. When a customer-specific format is selected (step 1), use that format’s section order and headings instead; the content for each D remains the same.
markdown# Customer Complaint 8D Report ## Basic information | Item | Content | |------|------| | Complaint/Case No. | | | Product name/Model | | | Batch/Lot or production date | | | Customer name | | | Complaint date | | | Receipt date | | | Defect summary | | | Report date | | | Owner/Team leader | | --- ## D1 Form the team (Team) **Purpose**: Establish a cross-functional team and define roles and contacts. | Role | Name | Department | Responsibility | |------|------|------------|-----------------| | Leader | | | Overall coordination, customer interface | | Member | | | | | Member | | | | **Output**: Team roster, roles, meeting plan. --- ## D2 Problem description (Problem Description) **Purpose**: Clearly define the problem using 5W2H to support root cause analysis. - **What**: What is the defect (symptom, defect type)? - **Where**: Where was it found (customer line/warehouse/field)? Which process or component? - **When**: When did it occur or get detected? Production date vs complaint date? - **Who**: Which customer(s), line(s), or batch(es) are affected? - **Why**: Why did the customer deem it nonconforming (spec, limit sample)? - **How many**: Defect quantity, lot size, defect rate? - **How did we know**: How was it discovered (inspection, complaint, return)? **Problem statement (one sentence)**: [ Fill in ] **Attachments (D2)**: - **Images**: [Attach: defect photo(s)], [Attach: limit sample / customer evidence]. Optional: defect location sketch or timeline diagram. - **Documents**: [Attach: spec or drawing ref: doc no., rev] — or list spec number and revision here. --- ## D3 Interim containment (Interim Containment) **Purpose**: Prevent further escape or escalation and protect the customer. - Stock/in-transit: Quarantine, 100% inspection, sorting, hold shipment? - Shipped product: Recall, replacement, sorting at customer? - Production floor: Line/batch stop, investigation, identification? - Responsible department and due date: | **Action list**: | No. | Action | Owner | Due date | Verification | |-----|--------|-------|----------|---------------| | 1 | | | | | | 2 | | | | | **Attachments (D3)** (optional): [Attach: photo of quarantine area / sorted lots] or [Attach: containment flow diagram]. --- ## D4 Root cause (Root Cause) **Purpose**: Identify the true cause (verifiable and controllable), not just symptoms. - Use at least one tool: 5-Why, fishbone (Ishikawa), FMEA, cause–effect matrix, Why-Why analysis. - **Direct cause** (symptom level): | - **Root cause** (controllable/verifiable end cause): | - **Verification**: Reproduction test, data comparison, process traceability? | **Analysis diagram**: [Attach or insert: 5-Why tree / fishbone diagram / Pareto or stratification chart]. If user provides steps or categories, generate a text or Mermaid diagram here. **Root cause statement**: [ One sentence: "Due to … which resulted in …" ] **Attachments (D4)**: - **Charts/diagrams**: [See 5-Why / fishbone / Pareto above or attach file]. - **Images/video** (optional): [Attach: reproduction test photo or short video], [Attach: failure mode evidence]. - **Documents** (optional): [Attach: process doc or FMEA excerpt – before state]. --- ## D5 Permanent corrective actions – select and verify (Permanent Corrective Actions) **Purpose**: Choose permanent actions that address the root cause and verify effectiveness. - Action(s) (may be multiple): | - Rationale (why this action eliminates the root cause): | - Verification: Trial run, pilot batch, data comparison, customer confirmation? | - Verification result: OK/NG with brief data or conclusion. | | Action ID | Action | Owner | Planned completion | Verification result | |-----------|--------|-------|--------------------|----------------------| | PC1 | | | | | | PC2 | | | | | **Attachments (D5)**: - **Charts** (optional): [Attach or insert: before/after data chart, trial summary]. - **Images/video**: [Attach: verification photo or short video – trial run, measurement, OK parts]. - **Documents**: [Attach: trial report or test protocol], [Attach: customer confirmation if applicable]. --- ## D6 Implement and validate (Implement & Validate) **Purpose**: Incorporate actions into formal process/standards and confirm implementation. - Updated documents: SOP, specification, FMEA, control plan, inspection criteria, etc. | - Scope: Full line/model/supplier base? | - Effectiveness: Cpk, defect rate, customer feedback. | - Evidence: Document number, revision, implementation date. | **Attachments (D6)**: - **Charts** (optional): [Attach: Cpk or trend chart after implementation]. - **Images** (optional): [Attach: updated work area, gauge, or process photo]. - **Documents**: [Attach: revised SOP/spec/drawing – cover or key page with rev and date], [Attach: approval or change record]. --- ## D7 Prevent recurrence (Prevent Recurrence) **Purpose**: Avoid recurrence of the same type of issue through system changes. - Process/system changes: Design review, incoming spec, change management, training? | - Horizontal deployment: Same product/process/supplier/platform reviewed and addressed? | - Lessons learned: Captured in FMEA, lesson learned database, training material? | | Category | Content | Owner | |----------|---------|-------| | Process/Standard | | | | Horizontal deployment | | | | Training/Sharing | | | **Attachments (D7)** (optional): [Attach: process change summary diagram], [Attach: training photo]. **Documents**: [Attach: training record or attendance], [Attach: lesson learned doc or FMEA update ref]. --- ## D8 Congratulate the team and close (Congratulate & Close) **Purpose**: Recognize contribution, close the case, and close the loop with the customer. - Team contribution summary: | - Customer communication and closure: Complaint closed, customer confirmation, evidence filed. | - Closure date: | - Report distribution: Quality, Manufacturing, R&D, Customer (as needed). | **Attachments (D8)** (optional): [Attach: team/customer sign-off photo]. **Documents**: [Attach: customer closure confirmation or email], [Attach: distribution list or acknowledgment].
| D | Keywords | If user did not provide, suggest | |---|----------|----------------------------------| | D1 | Cross-functional, leader, members, roles | "Please provide the 8D team members and leader." | | D2 | 5W2H, defect, quantity, spec | "Please add defect details and quantity/lot information." Suggest: "Attach defect photo(s) and limit sample or spec ref for D2." | | D3 | Quarantine, 100% inspection, stop, recall, due date | "Please describe containment actions for stock/shipment/production." Optional: "Attach photo of quarantine/sorted lots if available." | | D4 | Root cause, 5-Why, fishbone, Pareto, verification | "Please provide root cause conclusion or 5-Why/fishbone summary." Suggest: "Add a 5-Why or fishbone diagram; attach reproduction test photo/video if you have it." | | D5 | Permanent actions, verification result | "Please list selected permanent actions and verification method." Suggest: "Attach verification photo/video and trial report or test protocol." | | D6 | SOP/spec update, scope, effectiveness | "Please state updated documents and implementation scope." Suggest: "Attach revised SOP/spec (cover or excerpt) and approval evidence." | | D7 | Horizontal deployment, process improvement, training | "Please describe recurrence prevention and horizontal deployment." Optional: "Attach training record or lesson learned doc ref." | | D8 | Closure, customer confirmation, filing | "Please confirm closure date and customer sign-off." Optional: "Attach customer closure confirmation and distribution list." |
[To be filled] or [Fill from context above] when information is missing; do not invent names, dates, or quantities. For attachments use [Attach: description] or [See diagram] so the user knows what to add in Word or the report system. 8D-{case-number}-{date}.md, or to a path specified by the user. {baseDir}/reference.md (if present). {baseDir}/examples/ (if present).Other measured skills in the registry, with their headline benchmark lift.