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Personal_AI_Infrastructure IterativeDepth

Multi-angle iterative exploration for deeper ISC extraction. USE WHEN iterative depth, deep exploration, multi-angle analysis, explore deeper, multiple perspectives on problem, examine from angles, OR when the Algorithm's OBSERVE phase needs enhanced ISC extraction.

install
source · Clone the upstream repo
git clone https://github.com/danielmiessler/Personal_AI_Infrastructure
Claude Code · Install into ~/.claude/skills/
T=$(mktemp -d) && git clone --depth=1 https://github.com/danielmiessler/Personal_AI_Infrastructure "$T" && mkdir -p ~/.claude/skills && cp -r "$T/Releases/v3.0/.claude/skills/IterativeDepth" ~/.claude/skills/danielmiessler-personal-ai-infrastructure-iterativedepth-5fcbf8 && rm -rf "$T"
manifest: Releases/v3.0/.claude/skills/IterativeDepth/SKILL.md
source content

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

TriggerWorkflow
"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