技能创建器
skill-creator
创建、改进和评估自定义技能,把专业流程转化为可重复使用的 AI 能力。
fishbone-analysis【数据与研究】Build an Ishikawa diagram, cause and effect analysis, or 6M fishbone to brainstorm and categorise all possible causes before narrowing to root cause with 5-Why. Covers Man, Machine, Method, Material, Measurement, and Environment (Mother Nature). Essential for 8D D4 brainstorming sessions and CAPA root cause investigations.
独立 GitHub 快照 · 自动分类 · 以原作者文档为准
Use fishbone analysis to brainstorm all possible causes of a quality problem before running 5-Why. It prevents tunnel vision and ensures no cause category is overlooked. Particularly valuable for complex defects with multiple potential contributing factors.
Typical use: 8D D4 brainstorming session, CAPA root cause investigation, initial problem analysis.
☐ Problem statement defined and agreed before starting — no cause language in the problem statement ☐ All 6M categories addressed — at least one entry per M, or documented justification if a category is not applicable ☐ Brainstorming completed before any evaluation or elimination — do not evaluate while generating ☐ Every cause classified as Confirmed, Probable, or Unlikely using objective evidence — not opinion alone ☐ Confirmed = supported by data or physical evidence; Probable = logical, consistent with Is/Is-Not, not yet confirmed; Unlikely = contradicted by data ☐ Confirmed and Probable causes cross-checked against existing PFMEA failure cause entries before proceeding to 5-Why ☐ Each Confirmed or Probable cause carries forward to its own 5-Why chain ☐ After root cause confirmed: horizontal deployment check — could the same cause exist in similar parts, processes, or product families?
The six main "bones" of the fish. All six must be addressed. If a category genuinely does not apply, document: "No causes identified in this category after structured team review — not applicable because [reason]."
Questions to ask:
Questions to ask:
Questions to ask:
Questions to ask:
Questions to ask:
Questions to ask:
Write the problem (effect) at the head (right side). Draw the spine. Add six main bones labelled with the 6M categories.
For each M category: "What in [M] could cause [the problem]?"
Capture all ideas without judgment — quantity first, evaluation second. Do not evaluate or discard during brainstorming. Allocate 30–60 minutes minimum. Time pressure is the most common reason causes are missed.
Add each cause as a sub-bone to the relevant M category. Sub-bones can branch further (cause of a cause).
Mark each cause as:
Discard Unlikely causes. Investigate Confirmed and Probable causes. A cause cannot be classified as Confirmed without objective evidence (measurement data, physical demonstration, reproduction test, or direct record review).
Before proceeding to 5-Why, cross-check Confirmed and Probable causes against the existing PFMEA:
For each Confirmed or Probable cause, run a 5-Why chain to reach the systemic root cause.
The fishbone identifies candidate causes. The 5-Why validates and deepens them.
After root cause is confirmed: assess whether the same cause could exist in similar parts, processes, or product families. Document horizontal deployment actions if applicable.
Document the fishbone as a table (easier to include in reports than a diagram):
| M Category | Possible Cause | Evidence / Status | Proceed to 5-Why? |
|---|---|---|---|
| Man | Untrained operator | Training record missing for operator 12 | Yes |
| Machine | Jig worn | Measured wear 0.3mm — limit 0.1mm | Yes |
| Method | No contingency instruction | Work instruction reviewed — confirmed absent | Yes |
| Material | Batch variation | No batch correlation found | No |
| Measurement | Gauge repeatability | GR&R = 8% — acceptable | No |
| Environment | Temperature | Controlled at 22°C ± 2°C — stable | No |
All 6M categories must appear in the table. If a category has no entries after structured brainstorming, document: "No causes identified in this category after structured team review."
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.
| Version | Date | Author | Change |
|---|---|---|---|
| 1.0 | 2026-06-01 | @RBraga01 | Initial release |
| 1.1 | 2026-06-04 | @migmcc | Polished 6M categories, added validation criteria and 5-Why integration |