What is a 'tension' in the Manifold framework?

A tension occurs when two requirements compete, meaning that satisfying one constraint makes it harder or impossible to satisfy another without a specific trade-off or resolution.

How does the --auto-deps flag work?

It uses semantic analysis to scan constraint statements for keywords like 'ACID', 'secure', or 'fast' to identify implicit relationships and hidden dependencies between requirements.

What is the benefit of the JSON+Markdown hybrid format?

The JSON file acts as a single source of truth for IDs and types that tools can process, while the Markdown file provides a readable space for developers to document the nuances of trade-off resolutions.

Can I use this skill to resolve existing production bugs?

While it can help identify the root cause of architectural conflicts in existing code, it is primarily designed as a shift-left tool to surface these problems during the planning phase before code is written.

Manifold Conflict Resolution (M2-Tension)

Name: Manifold Conflict Resolution (M2-Tension)
Author: dhanesh

bydhanesh

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Developer Tools

Surface and resolve conflicting software constraints and architectural trade-offs before starting implementation.

Manifold M2-Tension is a sophisticated planning skill for Claude Code that identifies 'tensions'—scenarios where satisfying one requirement inherently makes another more difficult to achieve. By analyzing the relationship between business, technical, UX, and security constraints, this skill forces critical decision-making during the planning phase rather than during active production. It helps developers navigate classic dilemmas like 'Speed vs. Safety' or 'Cost vs. Performance' using structured resolution strategies and automated dependency detection, ensuring a balanced and feasible technical roadmap.

Key Features

013 GitHub stars

02Automated detection of direct conflicts, resource tensions, and trade-off pairs

03Heuristic-based resolution strategies including prioritization and partitioning

04Automatic dependency detection using semantic keyword analysis

05Dual-output synchronization between structured JSON data and human-readable Markdown

06CLI integration for programmatic validation of constraint schemas and invariants

Use Cases

01Resolving architectural conflicts between high availability and strong consistency requirements

02Balancing aggressive performance budgets against mandatory security validation checks

03Negotiating resource allocation for competing features during the design phase

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add dhanesh/manifold manifold-m2-tension

For use in Claude.ai and ChatGPT

Download Skill