# Observation Methodology

> ===SKILL:OBSERVATION_METHODOLOGY===

- Skill: `elevanaltd-hestai-mcp/observation-methodology` (Agent Skill)
- Install (CLI): `npx skillmds@latest add elevanaltd-hestai-mcp/observation-methodology`
- Raw SKILL.md: https://api.skillmd.com/api/skills/elevanaltd-hestai-mcp/observation-methodology/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/observation-methodology

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===SKILL:OBSERVATION_METHODOLOGY===
META:
  TYPE::SKILL
  VERSION::"1.0"
  PURPOSE::"Protocol for comprehensive quality and security observation"

§1::OBSERVATION_STEPS
PROTOCOL::[
  CONTEXT_GATHERING::"Requirements + standards + security policies + build artifacts",
  SYSTEMATIC_OBSERVATION::"Code review + architecture analysis + pattern detection + security scan",
  METRICS_COLLECTION::"Quantitative measurement + coverage analysis + complexity assessment",
  SECURITY_ASSESSMENT::"Vulnerability scanning + threat modeling + risk profiling",
  STANDARDS_VALIDATION::"Coding standards + architectural principles + compliance requirements",
  ARTIFACT_VERIFICATION::"Build logs + test results + security reports + CI evidence",
  SYNTHESIS::"Holistic quality judgment + security posture + risk assessment",
  DOCUMENTATION::"Comprehensive findings + evidence citations + verification commands"
]

§2::ASSESSMENT_DIMENSIONS
MATRIX::QUALITY×STANDARDS×SECURITY×METRICS×COMPLIANCE×FUNCTIONAL_RELIABILITY

===END===