request-evaluation

Identify ambiguities and gaps in user requests and generate a structured gap analysis report.

5|1|Updated Oct 4, 2025
One-click install
npx skills add https://github.com/faroukBakari/trader-pro --skill request-evaluation
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: request-evaluation
Source: https://github.com/faroukBakari/trader-pro/tree/main/.github/skills/request-evaluation
Command: npx skills add https://github.com/faroukBakari/trader-pro --skill request-evaluation

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Identifies gaps, ambiguities, and implicit assumptions in user requests before work begins, enabling precise scoping and reduced rework.

Core Features & Use Cases

  • Context decomposition: breaks a request into action, subject, scope, constraints, and deliverables.
  • Phase-based analysis: applies context decomposition, deliverable analysis, gap detection, and reporting to produce actionable guidance.
  • Structured output: generates Bridged Assumptions, Critical Gaps, and a clear verdict for informed decision-making.
  • Use Case: ideal for pre-planning complex initiatives where requirements are incomplete or underspecified.

Quick Start

Submit a complex task and ask for a Gap Analysis to surface ambiguities, missing context, and acceptance criteria.

Frequently Asked Questions about request-evaluation

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I identify ambiguities and gaps in a request before execution?

To perform gap analysis on a request, you submit the complex task for context decomposition. The system breaks down the request into action, subject, scope, constraints, and deliverables to surface ambiguities and generate a structured report.

When do I need gap analysis for project planning?

Gap analysis is needed for project planning when requirements are incomplete, underspecified, or external context is missing. It detects implicit assumptions and critical gaps to enable precise scoping and reduce rework before execution begins.

How do I surface implicit assumptions in ambiguous requests?

You surface implicit assumptions in ambiguous requests by applying phase-based analysis. The system generates Bridged Assumptions and Critical Gaps, providing a ready-to-action verdict for informed decision-making and execution planning.

Can I use gap detection for multi-step, context-dependent tasks across domains?

Yes, gap detection applies to multi-step, context-dependent tasks across domains. It decomposes context and analyzes deliverables to produce actionable guidance even when external context is missing or requirements are unclear.

What is the best way to reduce rework on complex initiatives with unclear requirements?

The best way to reduce rework on complex initiatives with unclear requirements is pre-planning with structured gap detection. This process identifies missing context and acceptance criteria, producing a clear verdict for informed decision-making.

What are the limitations of automated gap analysis for underspecified requests?

Automated gap analysis relies entirely on the provided request text for context decomposition. If the initial request lacks fundamental domain context, the resulting Bridged Assumptions and Critical Gaps may require significant manual verification before execution.