What inputs does this skill require?

It requires architectural findings in YAML format and system invariants. It also highly recommends having existing ADRs (Architecture Decision Records) and defined project characteristics.

Does this skill help with technical debt?

Yes, it categorizes low-priority or deferred items as technical debt and records them for future sprints, ensuring they aren't lost while focusing on critical blockers.

How does it decide which recommendation wins in a conflict?

It uses a project characteristics configuration where users define quality priorities (e.g., Reliability > Performance). The skill evaluates which recommendation better serves the higher-priority goal.

What is the primary purpose of the Synthesis Analyzer?

Its primary purpose is to integrate multiple architectural findings, detect logical contradictions between recommendations, and prioritize them based on the project's specific quality priorities.

Can it detect if a change violates an existing ADR?

Absolutely. One of its core functions (Type 4 Conflict) is identifying when a finding or recommendation contradicts a previously recorded architectural decision.

Synthesis Analyzer

Name: Synthesis Analyzer
Author: CAPHTECH

byCAPHTECH

0•

生产力与工作流

Re-integrates architecture review findings to identify contradictions and prioritize improvements based on project-specific quality goals.

The Synthesis Analyzer is a sophisticated architectural analysis tool for Claude Code that processes review results to identify conflicts between proposed improvements, system invariants, and existing Architecture Decision Records (ADRs). Instead of simply listing issues, it applies a project-specific framework to prioritize findings based on your unique quality requirements—such as reliability, security, or performance. This skill is essential for resolving complex trade-offs and ensuring that architectural evolution remains consistent with long-term project goals and constraints.

主要功能

01Calculates objective priority scores using severity, likelihood, and detectability metrics

02Detects four types of architectural contradictions including trade-off conflicts and invariant violations

03Validates proposed changes against existing Architecture Decision Records (ADRs)

040 GitHub stars

05Applies weighted project characteristics to automatically resolve conflicting recommendations

06Generates structured synthesis reports for seamless handoff to report generation tools

使用场景

01Resolving trade-offs between performance and maintainability during system redesigns

02Consolidating multiple architectural findings into a single, conflict-free roadmap

03Ensuring new implementation plans don't violate established system invariants

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add caphtech/claude-marketplace synthesis-analyzer

For use in Claude.ai and ChatGPT

主要功能

01Calculates objective priority scores using severity, likelihood, and detectability metrics

02Detects four types of architectural contradictions including trade-off conflicts and invariant violations

03Validates proposed changes against existing Architecture Decision Records (ADRs)

040 GitHub stars

05Applies weighted project characteristics to automatically resolve conflicting recommendations

06Generates structured synthesis reports for seamless handoff to report generation tools

使用场景

01Resolving trade-offs between performance and maintainability during system redesigns

02Consolidating multiple architectural findings into a single, conflict-free roadmap

03Ensuring new implementation plans don't violate established system invariants