iterativedepth

📁 danielmiessler/personal_ai_infrastructure 📅 13 days ago
15
总安装量
14
周安装量
#22778
全站排名
安装命令
npx skills add https://github.com/danielmiessler/personal_ai_infrastructure --skill IterativeDepth

Agent 安装分布

github-copilot 14
gemini-cli 13
codex 13
amp 12
kimi-cli 12
opencode 12

Skill 文档

Customization

Before executing, check for user customizations at: ~/.claude/skills/PAI/USER/SKILLCUSTOMIZATIONS/IterativeDepth/

If this directory exists, load and apply any PREFERENCES.md, configurations, or resources found there. These override default behavior. If the directory does not exist, proceed with skill defaults.

IterativeDepth

Structured multi-angle exploration of the same problem to extract deeper understanding and richer ISC criteria.

Grounded in 20 established scientific techniques across cognitive science (Hermeneutic Circle, Triangulation), AI/ML (Self-Consistency, Ensemble Methods), requirements engineering (Viewpoint-Oriented RE), and design thinking (Six Thinking Hats, Causal Layered Analysis).

Core Concept

Instead of analyzing a problem once, run 2-8 structured passes through the same problem, each from a systematically different lens. Each pass surfaces requirements, edge cases, and criteria invisible from other angles. The combination yields ISC criteria that no single-pass analysis could produce.

Workflow Routing

Trigger Workflow
“iterative depth”, “explore deeper”, “multi-angle” Workflows/Explore.md
“quick depth”, “fast angles” Workflows/Explore.md (Fast mode: 2 lenses)

Quick Reference

  • 8 Lenses available, scaled by SLA (2-8)
  • Each lens is a structurally different exploration angle
  • Output is new/refined ISC criteria per pass
  • Integration point: Algorithm OBSERVE phase

Full Documentation:

  • Scientific grounding: ScientificFoundation.md
  • Lens definitions: TheLenses.md