RE7 Self-Referential Logic

Apply the RE7 Self-Referential Logic transformation to create systems that monitor, measure, or modify themselves.

What is RE7?

RE7 (Self-Referential Logic) Create systems that monitor, measure, or modify themselves.

When to Use RE7

Ideal Situations

• Iterate toward a better solution using feedback loops
• Refine a process through repeated cycles
• Scale a pattern through repetition and standardization

Trigger Questions

• "How can we use Self-Referential Logic here?"
• "What changes if we apply RE7 to this iterating a workflow over several cycles?"
• "Which assumptions does RE7 help us surface?"

The RE7 Process

Step 1: Define the focus

// Using RE7 (Self-Referential Logic) - Establish the focus
const focus = "Create systems that monitor, measure, or modify themselves";

Step 2: Apply the model

// Using RE7 (Self-Referential Logic) - Apply the transformation
const output = applyModel("RE7", focus);

Step 3: Synthesize outcomes

// Using RE7 (Self-Referential Logic) - Capture insights and decisions
const insights = summarize(output);

Practical Example

// Using RE7 (Self-Referential Logic) - Example in a iterating a workflow over several cycles
const result = applyModel("RE7", "Create systems that monitor, measure, or modify themselves" );

Integration with Other Transformations

• RE7 -> CO5: Pair with CO5 when sequencing matters.
• RE7 -> SY8: Use SY8 to validate or stress-test.
• RE7 -> IN3: Apply IN3 to compose the output.

Implementation Checklist

• Identify the context that requires RE7
• Apply the model using explicit RE7 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 RE7 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

{
  programs.moltbot.plugins = [
    { source = "github:hummbl-dev/hummbl-agent?dir=skills/RE-recursion/re7-self-referential-logic"; }
  ];
}

Manual Installation

moltbot-registry install hummbl-agent/re7-self-referential-logic

Usage with Commands

/apply-transformation RE7 "Create systems that monitor, measure, or modify themselves"

Apply RE7 to create repeatable, explicit mental model reasoning.