propose-mitigations
$
npx mdskill add yogsoth-ai/de-anthropocentric-research-engine/propose-mitigationsConcrete, search-validated mitigation strategies for severe obstacles.
SKILL.md
.github/skills/propose-mitigationsView on GitHub ↗
--- name: propose-mitigations description: Propose concrete mitigation strategies for severe obstacles. MUST use search tools to validate that proposed mitigations are realistic — no armchair theorizing. Each mitigation must have evidence of feasibility. execution: subagent prompt: ./prompt.md input: obstacles_with_severity (string), actor_profile (string) --- # Propose Mitigations Concrete, search-validated mitigation strategies for severe obstacles. ## Execution Subagent — spawned via `subagent-spawning/spawn-agent` skill. ## Input - Obstacles with severity assessments - ActorProfile ## Search **Required** — must use imported skills to validate feasibility: - web-search (web-browsing): Quick discovery of tools, frameworks, courses - web-research (web-browsing): Deep reading of mitigation resources - literature-overview (literature-engine): Find papers that solved similar obstacles - literature-search (literature-engine): Medium-depth search for methodological alternatives - literature-research (literature-engine): Deep reading for specific evidence ## Output For each severe obstacle: mitigation strategy + evidence of feasibility + estimated effort.
More from yogsoth-ai/de-anthropocentric-research-engine
- 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.