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.