analysis-iterative

Guide adaptive questioning and synthesis across iterative analysis sessions.

35|2|Updated Dec 31, 2025
One-click install
npx skills add https://github.com/deepeshBodh/human-in-loop --skill analysis-iterative
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: analysis-iterative
Source: https://github.com/deepeshBodh/human-in-loop/tree/main/plugins/humaninloop/skills/analysis-iterative
Command: npx skills add https://github.com/deepeshBodh/human-in-loop --skill analysis-iterative

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill guides collaborative thinking by adapting questioning style, depth, and output to the conversation's complexity, ensuring each turn builds toward a structured synthesis.

Core Features & Use Cases

  • Adaptive questioning that scales with user input and confidence signals.
  • Discovery, open probes, and structured options to tailor the path.
  • Lean synthesis generation with a configurable wrap-up, plus an optional Specification Input Enrichment mode.

Quick Start

Begin an iterative analysis session by starting with a topic-focused Opening question and then follow the adaptive Discovery, Adaptive Questioning, and Conclusion phases to generate a synthesis.

Frequently Asked Questions about analysis-iterative

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

FAQPage Schema
How does adaptive questioning work for iterative analysis?▼

Adaptive questioning adjusts depth and format based on conversation complexity and confidence signals, ensuring each turn builds toward a final synthesis for collaborative reasoning.

What is the best way to guide brainstorming and feature requirement work with varying uncertainty?▼

Guided collaborative reasoning tailors discovery paths using open probes and structured options, adapting to uncertainty levels to surface synthesis effectively during brainstorming sessions.

Can I use this conversational workflow for specification input enrichment?▼

Yes, an optional Specification Input Enrichment mode is available alongside lean synthesis generation, allowing you to enrich feature specifications during the structured wrap-up phase.

How do I start a guided collaborative reasoning session for deep analysis?▼

Begin iterative analysis with a topic-focused opening question, then follow the adaptive Discovery, Adaptive Questioning, and Conclusion phases to generate a structured synthesis.

Does iterative analysis track confidence signals during the discovery process?▼

Yes, the conversational workflow tracks confidence signals throughout discovery and adaptive questioning to select appropriate question formats and tailor the path toward wrap-up.