# in15-constraint-reversal > Apply IN15 Constraint Reversal to temporarily remove assumed constraints to explore alternative solution space. - 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~in15-constraint-reversal:20260126123420 --- --- name: in15-constraint-reversal description: Apply IN15 Constraint Reversal to temporarily remove assumed constraints to explore alternative solution space. version: 1.0.0 metadata: {"clawdbot":{"nix":{"plugin":"github:hummbl-dev/hummbl-agent?dir=skills/IN-inversion/in15-constraint-reversal","systems":["aarch64-darwin","x86_64-linux"]}}} --- # IN15 Constraint Reversal Apply the IN15 Constraint Reversal transformation to temporarily remove assumed constraints to explore alternative solution space. ## What is IN15? **IN15 (Constraint Reversal)** Temporarily remove assumed constraints to explore alternative solution space. ## When to Use IN15 ### 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 Constraint Reversal here?" - "What changes if we apply IN15 to this risk assessment for a launch?" - "Which assumptions does IN15 help us surface?" ## The IN15 Process ### Step 1: Define the focus ```typescript // Using IN15 (Constraint Reversal) - Establish the focus const focus = "Temporarily remove assumed constraints to explore alternative solution space"; ``` ### Step 2: Apply the model ```typescript // Using IN15 (Constraint Reversal) - Apply the transformation const output = applyModel("IN15", focus); ``` ### Step 3: Synthesize outcomes ```typescript // Using IN15 (Constraint Reversal) - Capture insights and decisions const insights = summarize(output); ``` ## Practical Example ```typescript // Using IN15 (Constraint Reversal) - Example in a risk assessment for a launch const result = applyModel("IN15", "Temporarily remove assumed constraints to explore alternative solution space" ); ``` ## Integration with Other Transformations - **IN15 -> P1**: Pair with P1 when sequencing matters. - **IN15 -> DE3**: Use DE3 to validate or stress-test. - **IN15 -> SY8**: Apply SY8 to compose the output. ## Implementation Checklist - [ ] Identify the context that requires IN15 - [ ] Apply the model using explicit IN15 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 IN15 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/in15-constraint-reversal"; } ]; } ``` ### Manual Installation ```bash clawdhub install hummbl-agent/in15-constraint-reversal ``` ### Usage with Commands ```bash /apply-transformation IN15 "Temporarily remove assumed constraints to explore alternative solution space" ``` --- *Apply IN15 to create repeatable, explicit mental model reasoning.*