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prism-scan

Analyze code, system designs, and text artifacts for structural weaknesses and failure points.

Updated May 5, 2026
Search Tags:#software engineering#code analysis#architecture review#bug detection#structural analysis#cognitive lenses
One-click install
npx skills add https://github.com/yanochka11/harness_bro --skill prism-scan
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: prism-scan
Source: https://github.com/yanochka11/harness_bro/tree/main/.claude/skills/curated/meta/super-hermes/skills/prism-scan
Command: npx skills add https://github.com/yanochka11/harness_bro --skill prism-scan

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps uncover structural weaknesses, hidden trade-offs, and overlooked bugs in code, system designs, and text artifacts that conventional analysis often misses.

Core Features & Use Cases

  • Dynamic Analytical Lenses: Generates a custom reasoning framework tailored to the specific artifact being examined.
  • Structural Investigation: Identifies invariants, conservation laws, maintenance risks, and concrete failure points through deep analysis.
  • Use Case: Analyze a complex codebase or design document to discover hidden assumptions, future maintenance problems, and architectural constraints.

Quick Start

Use the prism-scan skill to perform a deep structural analysis of the provided code or artifact and report concrete findings.

Frequently Asked Questions about prism-scan

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I find hidden structural weaknesses and bugs in my codebase?▼

To find hidden structural weaknesses and bugs, you can apply deep code analysis that generates custom cognitive lenses to identify invariants, maintenance risks, and concrete failure points in software engineering artifacts.

What is structural analysis in software engineering architecture reviews?▼

Structural analysis in architecture reviews is the process of investigating system designs to uncover hidden assumptions, conservation laws, and architectural constraints that conventional analysis often misses.

Can I use this to analyze text artifacts and system designs for maintenance risks?▼

Yes, you can analyze text artifacts and system designs to discover overlooked bugs, future maintenance problems, and structural trade-offs using adaptive analytical methods tailored to the specific artifact.

How do I perform a deep architecture evaluation to reveal hidden trade-offs?▼

Perform a deep architecture evaluation by applying a dynamic analytical lens to the design, which produces constraint-aware findings and actionable bug identification for concrete structural trade-off analysis.

What is the best way to detect overlooked bugs in complex code?▼

The best way to detect overlooked bugs in complex code is to use an adaptive analytical method that generates a custom reasoning framework, identifying concrete failure points and hidden assumptions conventional reviews miss.

When should I avoid standard code analysis for finding architectural constraints?▼

You should avoid standard code analysis when your goal is uncovering deep architectural constraints and hidden trade-offs, as conventional methods often miss these structural weaknesses without custom cognitive lenses.

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