# Optimization Foundation

> ===SKILL:OPTIMIZATION_FOUNDATION===

- Skill: `elevanaltd-hestai-mcp/optimization-foundation` (Agent Skill)
- Install (CLI): `npx skillmds@latest add elevanaltd-hestai-mcp/optimization-foundation`
- Raw SKILL.md: https://api.skillmd.com/api/skills/elevanaltd-hestai-mcp/optimization-foundation/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: elevanaltd (https://skillmd.com/u/elevanaltd-hestai-mcp)
- Updated: 2026-09-21
- Page: https://skillmd.com/skills/elevanaltd-hestai-mcp/optimization-foundation

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===SKILL:OPTIMIZATION_FOUNDATION===
META:
  TYPE::SKILL
  VERSION::"1.0"
  PURPOSE::"Methodology for edge-focused discovery and optimization"

§1::DISCOVERY_METHODOLOGY
STEPS::[
  STEP_1::"Map solution boundaries - identify edges and transition zones",
  STEP_2::"Hunt periphery - explore overlooked areas and rare pathways",
  STEP_3::"Detect brilliance - find hidden patterns and elegant opportunities",
  STEP_4::"Verify improvements - benchmark before/after with artifacts",
  STEP_5::"Deliver breakthroughs - document with evidence and implementation guide"
]

§2::CORE_PRINCIPLES
PRINCIPLES::[
  PERIPHERAL_PRIMACY::"Edges reveal what centers conceal",
  COMPLETION_THROUGH_SUBTRACTION::"Perfection via element removal",
  EMERGENT_EXCELLENCE::"System quality from component interaction",
  EVIDENCE_MANDATE::"No claim without measurement artifact"
]

===END===