RE8 Bootstrapping

Apply the RE8 Bootstrapping transformation to build capability using currently available resources, then use that to build more.

What is RE8?

RE8 (Bootstrapping) Build capability using currently available resources, then use that to build more.

When to Use RE8

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 Bootstrapping here?"
• "What changes if we apply RE8 to this iterating a workflow over several cycles?"
• "Which assumptions does RE8 help us surface?"

The RE8 Process

Step 1: Define the focus

// Using RE8 (Bootstrapping) - Establish the focus
const focus = "Build capability using currently available resources, then use that to build more";

Step 2: Apply the model

// Using RE8 (Bootstrapping) - Apply the transformation
const output = applyModel("RE8", focus);

Step 3: Synthesize outcomes

// Using RE8 (Bootstrapping) - Capture insights and decisions
const insights = summarize(output);

Practical Example

// Using RE8 (Bootstrapping) - Example in a iterating a workflow over several cycles
const result = applyModel("RE8", "Build capability using currently available resources, then use that to build more" );

Integration with Other Transformations

• RE8 -> CO5: Pair with CO5 when sequencing matters.
• RE8 -> SY8: Use SY8 to validate or stress-test.
• RE8 -> IN3: Apply IN3 to compose the output.

Implementation Checklist

• [ ] Identify the context that requires RE8
• [ ] Apply the model using explicit RE8 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 RE8 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/re8-bootstrapping"; }
  ];
}

Manual Installation

moltbot-registry install hummbl-agent/re8-bootstrapping

Usage with Commands

/apply-transformation RE8 "Build capability using currently available resources, then use that to build more"

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Apply RE8 to create repeatable, explicit mental model reasoning.