# in19-harm-minimization-via-negativa > Apply IN19 Harm Minimization (Via Negativa) to improve by removing harmful elements rather than adding beneficial ones. - 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~in19-harm-minimization-via-negativa:20260126123420 --- --- name: in19-harm-minimization-via-negativa description: Apply IN19 Harm Minimization (Via Negativa) to improve by removing harmful elements rather than adding beneficial ones. version: 1.0.0 metadata: {"clawdbot":{"nix":{"plugin":"github:hummbl-dev/hummbl-agent?dir=skills/IN-inversion/in19-harm-minimization-via-negativa","systems":["aarch64-darwin","x86_64-linux"]}}} --- # IN19 Harm Minimization (Via Negativa) Apply the IN19 Harm Minimization (Via Negativa) transformation to improve by removing harmful elements rather than adding beneficial ones. ## What is IN19? **IN19 (Harm Minimization (Via Negativa))** Improve by removing harmful elements rather than adding beneficial ones. ## When to Use IN19 ### Ideal Situations - Stress-test a plan by reversing assumptions - Identify risks by imagining failure states - Simplify outcomes by removing unnecessary elements ### Trigger Questions - "How can we use Harm Minimization (Via Negativa) here?" - "What changes if we apply IN19 to this risk assessment for a launch?" - "Which assumptions does IN19 help us surface?" ## The IN19 Process ### Step 1: Define the focus ```typescript // Using IN19 (Harm Minimization (Via Negativa)) - Establish the focus const focus = "Improve by removing harmful elements rather than adding beneficial ones"; ``` ### Step 2: Apply the model ```typescript // Using IN19 (Harm Minimization (Via Negativa)) - Apply the transformation const output = applyModel("IN19", focus); ``` ### Step 3: Synthesize outcomes ```typescript // Using IN19 (Harm Minimization (Via Negativa)) - Capture insights and decisions const insights = summarize(output); ``` ## Practical Example ```typescript // Using IN19 (Harm Minimization (Via Negativa)) - Example in a risk assessment for a launch const result = applyModel("IN19", "Improve by removing harmful elements rather than adding beneficial ones" ); ``` ## Integration with Other Transformations - **IN19 -> P1**: Pair with P1 when sequencing matters. - **IN19 -> DE3**: Use DE3 to validate or stress-test. - **IN19 -> SY8**: Apply SY8 to compose the output. ## Implementation Checklist - [ ] Identify the context that requires IN19 - [ ] Apply the model using explicit IN19 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 IN19 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/IN-inversion/in19-harm-minimization-via-negativa"; } ]; } ``` ### Manual Installation ```bash clawdhub install hummbl-agent/in19-harm-minimization-via-negativa ``` ### Usage with Commands ```bash /apply-transformation IN19 "Improve by removing harmful elements rather than adding beneficial ones" ``` --- *Apply IN19 to create repeatable, explicit mental model reasoning.*