formated-results
Closing skill for the research-executor, loaded as the last step of formated-specs. Summarize the design just produced into one research-result JSON fenced…
Measure how much conclusions change when each assumption is negated.
$ npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill assumption-criticality --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/assumption-criticalityContext preview
The summary Claude sees to decide when to auto-load this skill.
Measure how much conclusions change when each assumption is negated.
name: assumption-criticality description: Measure how much conclusions change when each assumption is negated. Ranks assumptions by their impact on the final result. dependencies: tactics: - deep-insight-assumption-perturbation sops: - conclusion-sensitivity-measurement - deep-insight-assumption-extraction - negation-definition - re-derivation
Rank assumptions by their impact on conclusions.
| Base SOP | Target | ±10% Range | |----------|--------|------------| | web-search | 30 | 27–33 | | web-research | 10 | 9–11 | | paper-overview | 30 | 27–33 | | paper-search | 20 | 18–22 | | paper-research | 10 | 9–11 |
<HARD-GATE> | SOP | Done | Target | % | |-----|------|--------|---| | web-search | ? | 30 | ? | | web-research | ? | 10 | ? | | paper-overview | ? | 30 | ? | | paper-search | ? | 20 | ? | | paper-research | ? | 10 | ? | Budget Gate: OPEN/CLOSED (>=80% required to exit) </HARD-GATE>
**Import:** web-search, web-research, paper-overview, paper-search, paper-research **Subagent:** assumption-extraction, negation-definition, re-derivation, conclusion-sensitivity-measurement
Extract assumptions, define negation for each, re-derive conclusions under negated assumption, measure how much the conclusion changes. Rank by conclusion sensitivity.
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Optional, no fixed order; the final leaf is always a sop.
| Tactic | When to use | | --- | --- | | deep-insight-assumption-perturbation | One-at-a-time assumption perturbation — extract assumptions, define negations, re-derive conclusions under each negation, measure sensitivity. Identifies which assumptions are load-bearing. |
Optional, no fixed order; the final leaf is always a sop.
| SOP | When to use | | --- | --- | | conclusion-sensitivity-measurement | Quantify how much conclusions change across all assumption negations and produce a sensitivity ranking. | | deep-insight-assumption-extraction | Systematically extract all assumptions (stated, implicit, boundary, mathematical, practical) from a method or model. | | negation-definition | Define strongest plausible alternatives (negations) for each assumption to enable perturbation analysis. | | re-derivation | Re-derive conclusions under a negated assumption, tracking where the derivation diverges from the original. |
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The complete research orchestration system for AI-native science. What It Does Design Philosophy Architecture (v3.2.2) Quick Start Configuration Roadmap License DARE is not a tool that helps you do research. It is the researcher.
Repo: yogsoth-ai/de-anthropocentric-research-engine
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