Surface and manage all constraints before implementation across planning, design, and deployment.
npx skills add https://github.com/dhanesh/manifold --skill manifold-dhanesh
Please help me install this Agent Skill. Skill: manifold Source: https://github.com/dhanesh/manifold/tree/main/install/manifold Command: npx skills add https://github.com/dhanesh/manifold --skill manifold-dhanesh
Constraint-first development framework surfaces all constraints upfront to prevent late-stage surprises and rework during delivery.
Start by exploring the available manifold commands to initialize, constrain, tension, anchor, generate, verify, and monitor status.
High-intent search queries and answers about installing and using this skill.
Constraint-first development is a framework that surfaces all constraints upfront before implementation to prevent late-stage surprises and rework. It maintains a single source of truth to ensure traceable verification across code, tests, and operations.
You can generate PRDs and user stories with constraint traceability by using PM workflows. These workflows produce artifacts that maintain a single source of truth, ensuring every requirement is tracked backward from outcomes to initial constraints.
Yes, the workflow provides multi-agent support and is fully compatible with Claude Code and AMP. It also includes a native CLI for fast, deterministic operations that integrate directly into your CI/CD pipelines.
The best way to identify and resolve conflicts early is through tension detection. This mechanism automatically identifies conflicts between constraints before implementation, allowing you to resolve them during the planning and design stages.
You can generate code, tests, runbooks, and dashboards simultaneously using all-at-once generation. This feature creates cohesive artifacts from a single constraint source, while parallel execution runs independent tasks concurrently to speed up delivery.
You should use light mode when you need simplified, fast iteration for quick changes. It bypasses the full constraint-first development framework to provide rapid updates without the overhead of complete tension detection and traceability.
dhaneshInitialize constraint manifold scaffolds with JSON and Markdown artifacts.
patricio0312revGenerate deployment readiness checklists with pre-deployment checks and approval gates.
AAbdulghanyOrchestrate multiple Agent calls in parallel with per-task agent types and worktree isolation.
matchojeckiAudit specification backward-compatibility risks and gaps for pre-implementation analysis.
