Agent-Skills.md

Agent Skills: IterativeDepth

2-8 scientific lens passes to surface hidden requirements single-pass analysis misses. USE WHEN iterative depth, deep exploration, multi-angle analysis, multiple perspectives, examine from angles, surface hidden requirements.

UncategorizedID: danielmiessler/personal_ai_infrastructure/IterativeDepth

Repository

danielmiessler/personal_ai_infrastructure
danielmiesslerLicense: MIT
10,8261,498

Install this agent skill to your local

pnpm dlx add-skill https://github.com/danielmiessler/Personal_AI_Infrastructure/tree/HEAD/Releases/v3.0/.claude/skills/IterativeDepth

Skill Files

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Releases/v3.0/.claude/skills/IterativeDepth/SKILL.md

Skill Metadata

Name
IterativeDepth
Description
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.

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