Flip Point Detection

Find the minimal change magnitude along a dimension that causes the conclusion to flip from true to false.

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File contents

Flip-Point Detection

Binary search for the minimal perturbation that reverses the conclusion.

Execution

Subagent — spawned via subagent-spawning/spawn-agent.

Why Subagent

Flip-point detection requires iterative reasoning about graduated changes, best done in isolated context.

Input

  • artifact: The original artifact
  • dimension: The dimension to perturb along
  • conclusion: The conclusion being tested

Output

  • flip_point: The minimal change that flips the conclusion
  • distance: How far from actuality the flip-point is (0.0–1.0)
  • confidence: Confidence in the flip-point location
  • search_path: Steps taken to find the flip-point

Budget

One unit = one binary search per dimension.

Available SOPs

Optional, no fixed order; the final leaf is always a sop.

SOP When to use
spawn-agent Spawn a customized CC subagent with full MCP tool access. Used by SOPs that declare execution: subagent.

yogsoth-ai/de-anthropocentric-research-engine/tree/main/skills/flip-point-detection commit ea9d69715b

Frequently asked questions

npx skillmds@latest add yogsoth-ai/flip-point-detection