constraint-synthesis

$npx mdskill add yogsoth-ai/de-anthropocentric-research-engine/constraint-synthesis

Synthesize constraint analysis into a prioritized report

  • Identifies and categorizes constraints from tree-building, sensitivity ranking, and breaking.
  • Deploys APIs for constraint analysis integration and risk assessment.
  • Decides priorities based on severity and impact of identified constraints.
  • Delivers the integrated report with actionable recommendations to users or agents.

SKILL.md

.github/skills/constraint-synthesisView on GitHub ↗
---
name: constraint-synthesis
description: "Synthesize constraint analysis into actionable report with priorities"
version: 1.0.0
category: experiment-execution
type: sop
execution: subagent
prompt: ./prompt.md
used-by: constraint-analysis
input: outputs from constraint-tree-building, sensitivity-ranking, constraint-breaking
output: integrated constraint report with prioritized actions and risk assessment
---

# SOP: Constraint Synthesis

Synthesize all constraint analysis outputs into a single actionable report. Integrates findings from tree-building, sensitivity ranking, and constraint-breaking into prioritized recommendations.

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

More from yogsoth-ai/de-anthropocentric-research-engine

SkillDescription
abductive-hypothesis-generationStrategy: 面对异常的最佳解释推理
ablation-brainstormRemove components one by one, observe system changes to reveal hidden dependencies and generate ideas from structural gaps.
ablation-component-mappingMap system architecture to ablatable units for ablation studies
ablation-designDesign ablation studies to isolate component contributions in ML systems
ablation-executionRemove components one by one from a system, record the response/impact of each removal.
abp-vulnerability-classificationClassify assumptions on 2 axes — load-bearing (how much conclusion depends on it) × vulnerable (how likely to be false). Focuses attention on High-Load × High-Vulnerable quadrant.
abstraction-extractionExtract abstract principles from concrete domain cases. Strips domain-specific details to reveal transferable mechanisms.
abstraction-ladderPerform bisociation at multiple abstraction levels
abstraction-ladderingMove between concrete and abstract framings — 3 levels up (Why?) and 3 levels down (How?) to find the most productive research level.
abstraction-to-designAbstract biological principle to design principle. Bridge from biology to engineering.