Identify which uncertainties would actually change the research direction decision. Compute EVPI to prioritize uncertainty reduction.
Scanned 6/1/2026
Install to Claude Code
Skills Directorynpx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill decision-sensitivity --agent claude-codeInstalls into .claude/skills of the current project.
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---
name: decision-sensitivity
description: Identify which uncertainties would actually change the research direction decision. Compute EVPI to prioritize uncertainty reduction.
used-by: sensitivity-analysis
---
# Decision Sensitivity
Focus on uncertainties that change decisions, not just numbers.
## Budget
| Base SOP | Target | ±10% Range |
|----------|--------|------------|
| web-search | 25 | 22–28 |
| web-research | 10 | 9–11 |
| paper-overview | 25 | 22–28 |
| paper-search | 15 | 13–17 |
| paper-research | 10 | 9–11 |
## State Ledger
```
<HARD-GATE>
| SOP | Done | Target | % |
|-----|------|--------|---|
| web-search | ? | 25 | ? |
| web-research | ? | 10 | ? |
| paper-overview | ? | 25 | ? |
| paper-search | ? | 15 | ? |
| paper-research | ? | 10 | ? |
Budget Gate: OPEN/CLOSED (>=80% required to exit)
</HARD-GATE>
```
## Available SOPs
**Import:** web-search, web-research, paper-overview, paper-search, paper-research
**Subagent:** critical-path-identification, sensitivity-synthesis
## Execution Guidance
Identify which uncertainties would actually change the research direction decision. Compute Expected Value of Perfect Information (EVPI) for each uncertain parameter. Focus resources on reducing uncertainty with highest EVPI.
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