---
name: yogsoth-ai-deep-insight-gap-prioritization
description: "Score and rank validated gaps on importance, feasibility, novelty, and urgency. Multi-criteria decision analysis with stakeholder confirmation."
license: "Apache-2.0"
metadata:
  decimalai-skill-id: "25f955a2-63cc-4076-899d-c8ab5349da8d"
  decimalai-version-id: "b939d7be-78b1-409d-9e33-12f38396c5aa"
  decimalai-version: "1"
  decimalai-body-sha256: "cfdc4d962c902b2d68d6b89acef6686146117ff21e4a08b44cb8daf7cb5d91dd"
  decimalai-name: "yogsoth-ai/deep-insight-gap-prioritization"
  decimalai-format: "1"
  decimalai-invocation: "model"
  decimalai-category: "research"
  decimalai-source: "https://app.decimal.ai/s/yogsoth-ai-deep-insight-gap-prioritization@1/SKILL.md"
---
# 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.

<!-- BEGIN available-tables (generated) -->

## Available Tactics

Optional, no fixed order; the final leaf is always a sop.

| Tactic | When to use |
| --- | --- |
| prioritization-scoring | Multi-dimensional gap scoring and ranking — define criteria, score, weight, rank, sensitivity-check. Combines multi-criteria-scoring, stakeholder-confirmation, and feasibility assessment. |

## Available SOPs

Optional, no fixed order; the final leaf is always a sop.

| SOP | When to use |
| --- | --- |
| deep-insight-multi-criteria-scoring | Score gaps on multiple dimensions (importance, feasibility, novelty, urgency, impact) using weighted multi-criteria decision analysis. |
| deep-insight-multi-stakeholder-simulation | Simulate multiple stakeholder perspectives evaluating a research gap, method, or proposal. Identifies blind spots from single-perspective analysis. |
| evidence-grading | Assess evidence quality using GRADE/SOE framework. Rates certainty level and identifies downgrade reasons. |
| stakeholder-confirmation | Simulate stakeholder perspectives to validate gap priorities. Assesses gap value from researcher, practitioner, funder, and end-user viewpoints. |

<!-- END available-tables (generated) -->