gap-prioritization
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npx mdskill add yogsoth-ai/de-anthropocentric-research-engine/gap-prioritizationPrioritize validated research gaps using multi-criteria analysis and stakeholder input
- Scores gaps on importance, feasibility, novelty, and urgency to guide research focus
- Uses web and paper research SOPs, plus stakeholder simulation for confirmation
- Applies multi-criteria decision analysis with sensitivity analysis for stability
- Delivers a ranked research priority list with evidence grading and stakeholder alignment
SKILL.md
.github/skills/gap-prioritizationView on GitHub ↗
--- name: gap-prioritization description: Score and rank validated gaps on importance, feasibility, novelty, and urgency. Multi-criteria decision analysis with stakeholder confirmation. used-by: gap-analysis --- # Gap Prioritization Score validated gaps and produce a ranked research priority list. ## When to Use Gaps have been validated as genuine — now determine which are most worth pursuing based on multiple criteria and stakeholder perspectives. ## Budget | Base SOP | Target | ±10% Range | |----------|--------|------------| | web-search | 30 | 27–33 | | web-research | 10 | 9–11 | | paper-overview | 20 | 18–22 | | paper-search | 15 | 13–17 | | paper-research | 5 | 4–6 | ## State Ledger Print before every iteration: ``` <HARD-GATE> | SOP | Done | Target | % | |-----|------|--------|---| | web-search | ? | 30 | ? | | web-research | ? | 10 | ? | | paper-overview | ? | 20 | ? | | paper-search | ? | 15 | ? | | paper-research | ? | 5 | ? | Budget Gate: OPEN/CLOSED (>=80% required to exit) </HARD-GATE> ``` ## Available Tactics - prioritization-scoring ## Available SOPs **Import:** web-search, web-research, paper-overview, paper-search, paper-research **Subagent:** multi-criteria-scoring, stakeholder-confirmation, evidence-grading **Shared:** multi-stakeholder-simulation ## Execution Guidance Score validated gaps on importance × feasibility × novelty × urgency. Confirm with multi-stakeholder simulation. Produce ranked list with sensitivity analysis (how stable is ranking under different weight schemes?). ## Output Format Ranked Gap List — each gap with: composite score, per-dimension scores, stakeholder consensus level, sensitivity assessment.