Boundary Condition Specification

SkillDev tools

SOP: Specify the boundary conditions under which a hypothesis holds

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Boundary Condition Specification skill

What this skill tells your AI

The instructions your AI receives, as published by yogsoth-ai/de-anthropocentric-research-engine in skills/boundary-condition-specification/SKILL.md and read by ahel’s review.

Systematically identify the preconditions required for a hypothesis to hold, preventing overgeneralization.

HARD-GATE

Not satisfied → stop and return error: hypothesis draft incomplete, cannot determine boundary conditions.

Pipeline

  1. Precondition check: verify completeness of the hypothesis draft
  2. Temporal boundary: in what time period/historical era does the hypothesis hold? Is there a time sensitivity?
  3. Spatial boundary: within what geographic/cultural/organizational scope does the hypothesis hold?
  4. Population boundary: to what kind of subjects does the hypothesis apply (populations, species, system types)?
  5. Conditional boundary: what preconditions are required for the hypothesis to hold (technical, institutional, environmental)?
  6. Exclusion conditions: explicitly list the situations where the hypothesis does not apply
  7. Output structured boundary condition list

Output Format

{
  "hypothesis_id": "H1 (or hypothesis statement snippet)",
  "boundary_conditions": {
    "temporal": "Time period or duration constraints",
    "spatial": "Geographic, cultural, or organizational scope",
    "population": "Subject type, sample characteristics",
    "conditional": ["Prerequisite condition 1", "Prerequisite condition 2"],
    "exclusions": ["Situation where hypothesis does NOT apply"]
  },
  "generalizability": "narrow | moderate | broad",
  "notes": "Any additional caveats"
}

Each hypothesis draft yields 1 boundary condition object.

Signals

GitHub stars
469
Forks
37
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
boundary-condition-specification
Source
github.com/yogsoth-ai/de-anthropocentric-research-engine