AgentSkillsCN

p15-assumption-surfacing

运用P15“假设浮现”方法，将潜藏于计划或模型背后的信念逐一明确并加以记录。

SKILL.md
--- frontmatter
name: p15-assumption-surfacing
description: Apply P15 Assumption Surfacing to explicitly identify and document beliefs underlying plans or models.
version: 1.0.0
metadata: {"moltbot":{"nix":{"plugin":"github:hummbl-dev/hummbl-agent?dir=skills/P-perspective/p15-assumption-surfacing","systems":["aarch64-darwin","x86_64-linux"]}}}

P15 Assumption Surfacing

Apply the P15 Assumption Surfacing transformation to explicitly identify and document beliefs underlying plans or models.

What is P15?

P15 (Assumption Surfacing) Explicitly identify and document beliefs underlying plans or models.

When to Use P15

Ideal Situations

  • •Reframe a problem to uncover hidden assumptions or perspectives
  • •Align stakeholders around a shared understanding
  • •Clarify scope before choosing a solution path

Trigger Questions

  • •"How can we use Assumption Surfacing here?"
  • •"What changes if we apply P15 to this product requirements review?"
  • •"Which assumptions does P15 help us surface?"

The P15 Process

Step 1: Define the focus

typescript
// Using P15 (Assumption Surfacing) - Establish the focus
const focus = "Explicitly identify and document beliefs underlying plans or models";

Step 2: Apply the model

typescript
// Using P15 (Assumption Surfacing) - Apply the transformation
const output = applyModel("P15", focus);

Step 3: Synthesize outcomes

typescript
// Using P15 (Assumption Surfacing) - Capture insights and decisions
const insights = summarize(output);

Practical Example

typescript
// Using P15 (Assumption Surfacing) - Example in a product requirements review
const result = applyModel("P15", "Explicitly identify and document beliefs underlying plans or models" );

Integration with Other Transformations

  • •P15 -> DE3: Pair with DE3 when sequencing matters.
  • •P15 -> IN2: Use IN2 to validate or stress-test.
  • •P15 -> CO5: Apply CO5 to compose the output.

Implementation Checklist

  • • Identify the context that requires P15
  • • Apply the model using explicit P15 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 P15 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.moltbot.plugins = [
    { source = "github:hummbl-dev/hummbl-agent?dir=skills/P-perspective/p15-assumption-surfacing"; }
  ];
}

Manual Installation

bash
moltbot-registry install hummbl-agent/p15-assumption-surfacing

Usage with Commands

bash
/apply-transformation P15 "Explicitly identify and document beliefs underlying plans or models"

Apply P15 to create repeatable, explicit mental model reasoning.