By dhanesh
Constraint-first development framework that guides feature creation through structured phases: initialize constraints, surface tensions, generate code and tests from verified specs, and parallelize execution using isolated git worktrees.
Quick lookup for Manifold JSON schema field names. Prevents field name confusion and lists all required fields.
Complete Manifold schema reference with all valid phases, types, statuses, and field values.
Light mode: 3-phase workflow for simple changes. Use instead of full workflow for bug fixes, small features, or quick iterations.
Generate parallel execution plan from constraint network. Identifies waves, critical path, and bidirectional dependencies
Show current Manifold state, constraint summary, workflow progress, and next action
Modifies files
Hook triggers on file write and edit operations
Based on adoption, maintenance, documentation, and repository signals. Not a security audit or endorsement.
Executables (bin/) — files in this plugin's bin/directory are added to the Bash tool's PATH while the plugin is enabled.
Constraint-first development framework that makes ALL constraints visible BEFORE implementation.
TRADITIONAL MANIFOLD
───────────────────────────────── ─────────────────────────────────
Spec → Design → Build → Test All constraints exist NOW
Discover problems during build Problems visible before build
Sequential planning Constraint satisfaction
Forward reasoning Backward from outcome
| I want to... | Go to |
|---|---|
| Get running in 15 minutes | Quickstart |
| See a full feature walkthrough | Walkthrough |
| Look up a CLI command | CLI Reference |
| Understand the terminology | Glossary |
| Use pre-built constraint patterns | Templates |
| Generate PRDs and user stories | PM Guide |
| Use Manifold for non-software decisions | Non-Programming Guide |
| Fix something that's broken | Troubleshooting |
| Contribute to Manifold | Contributing |
source) and challengeability (challenger) to guide tension resolution direction--domain=non-software activates universal categories (Obligations, Desires, Resources, Risks, Dependencies) and decision-focused artifactsclaude plugin:install github:dhanesh/manifold#plugin
This installs Manifold as a native Claude Code plugin, giving you:
/manifold:m0-init through /manifold:parallel)/manifold:setup command to install the native CLI binaryAfter installing the plugin, run /manifold:setup inside Claude Code to get the fast CLI binary.
curl -fsSL https://raw.githubusercontent.com/dhanesh/manifold/main/install/install.sh | bash
The installer auto-detects which AI agents you have and installs per-agent:
npx claudepluginhub dhanesh/manifold --plugin manifoldEvaluate any codebase against 10 Engineering Commandments with 5-level maturity assessment. Generates evidence-backed reports with stack-specific, prioritized actionable improvements.
Autonomous codebase improvement loop inspired by Karpathy's autoresearch. Iteratively improves code quality, test coverage, performance, and architecture using multi-metric evaluation with diminishing returns detection.
Consult multiple AI coding agents (Gemini, OpenAI, Grok, Perplexity, plus codex, antigravity, and grok CLIs when installed) to get diverse perspectives on coding problems
Production-grade engineering skills for AI coding agents — covering the full software development lifecycle from spec to ship.
Feature development with code-architect/explorer/reviewer agents, CLAUDE.md audit and session learnings, and Agent Skills creation with eval benchmarking from Anthropic.
Lazy senior dev mode. Forces the simplest, shortest solution that actually works: YAGNI, stdlib first, no unrequested abstractions.
Comprehensive skill pack with 66 specialized skills for full-stack developers: 12 language experts (Python, TypeScript, Go, Rust, C++, Swift, Kotlin, C#, PHP, Java, SQL, JavaScript), 10 backend frameworks, 6 frontend/mobile, plus infrastructure, DevOps, security, and testing. Features progressive disclosure architecture for 50% faster loading.
Access thousands of AI prompts and skills directly in your AI coding assistant. Search prompts, discover skills, save your own, and improve prompts with AI.