# de1-root-cause-analysis-5-whys > Apply DE1 Root Cause Analysis (5 Whys) to iteratively ask why problems occur until fundamental cause emerges. - Author: Reuben Bowlby - Repository: hummbl-dev/hummbl-agent - Version: 20260126123420 - Stars: 1 - Forks: 0 - Last Updated: 2026-02-06 - Source: https://github.com/hummbl-dev/hummbl-agent - Web: https://mule.run/skillshub/@@hummbl-dev/hummbl-agent~de1-root-cause-analysis-5-whys:20260126123420 --- --- name: de1-root-cause-analysis-5-whys description: Apply DE1 Root Cause Analysis (5 Whys) to iteratively ask why problems occur until fundamental cause emerges. version: 1.0.0 metadata: {"clawdbot":{"nix":{"plugin":"github:hummbl-dev/hummbl-agent?dir=skills/DE-decomposition/de1-root-cause-analysis-5-whys","systems":["aarch64-darwin","x86_64-linux"]}}} --- # DE1 Root Cause Analysis (5 Whys) Apply the DE1 Root Cause Analysis (5 Whys) transformation to iteratively ask why problems occur until fundamental cause emerges. ## What is DE1? **DE1 (Root Cause Analysis (5 Whys))** Iteratively ask why problems occur until fundamental cause emerges. ## When to Use DE1 ### Ideal Situations - Break a complex problem into manageable parts - Separate concerns to isolate risk and effort - Create modular workstreams for parallel progress ### Trigger Questions - "How can we use Root Cause Analysis (5 Whys) here?" - "What changes if we apply DE1 to this breaking down an implementation plan?" - "Which assumptions does DE1 help us surface?" ## The DE1 Process ### Step 1: Define the focus ```typescript // Using DE1 (Root Cause Analysis (5 Whys)) - Establish the focus const focus = "Iteratively ask why problems occur until fundamental cause emerges"; ``` ### Step 2: Apply the model ```typescript // Using DE1 (Root Cause Analysis (5 Whys)) - Apply the transformation const output = applyModel("DE1", focus); ``` ### Step 3: Synthesize outcomes ```typescript // Using DE1 (Root Cause Analysis (5 Whys)) - Capture insights and decisions const insights = summarize(output); ``` ## Practical Example ```typescript // Using DE1 (Root Cause Analysis (5 Whys)) - Example in a breaking down an implementation plan const result = applyModel("DE1", "Iteratively ask why problems occur until fundamental cause emerges" ); ``` ## Integration with Other Transformations - **DE1 -> P1**: Pair with P1 when sequencing matters. - **DE1 -> CO5**: Use CO5 to validate or stress-test. - **DE1 -> IN2**: Apply IN2 to compose the output. ## Implementation Checklist - [ ] Identify the context that requires DE1 - [ ] Apply the model using explicit DE1 references - [ ] Document assumptions and outputs - [ ] Confirm alignment with stakeholders or owners ## Common Pitfalls - Treating the model as a checklist instead of a lens - Skipping documentation of assumptions or rationale - Over-applying the model without validating impact ## Best Practices - Use explicit DE1 references in comments and docs - Keep the output focused and actionable - Combine with adjacent transformations when needed ## Measurement and Success - Clearer decisions and fewer unresolved assumptions - Faster alignment across stakeholders - Reusable artifacts for future iterations ## Installation and Usage ### Nix Installation ```nix { programs.clawdbot.plugins = [ { source = "github:hummbl-dev/hummbl-agent?dir=skills/DE-decomposition/de1-root-cause-analysis-5-whys"; } ]; } ``` ### Manual Installation ```bash clawdhub install hummbl-agent/de1-root-cause-analysis-5-whys ``` ### Usage with Commands ```bash /apply-transformation DE1 "Iteratively ask why problems occur until fundamental cause emerges" ``` --- *Apply DE1 to create repeatable, explicit mental model reasoning.*