Welcome to Plan Forge, the first-ever execution contract factory for AI coding agents. If you’ve ever watched a brilliant idea dissolve into a sea of vague prompts and hallucinated features, you’ve felt the pain of "drift." Plan Forge is a 6-step pipeline, powered by 16 specialized agents and 8 unique skills, that forges your rough concepts into immutable, laser-focused execution blueprints. Think of it as a blacksmith’s anvil for your digital ambitions—where sparks of creativity are hammered into resilient, drift-proof steel.
In the chaotic forge of modern development, AI agents are powerful but directionless. They need contracts—not prompts. Plan Forge provides:
- Drift-Proof Pipelines: Our 6-step methodology ensures your project never strays from its intended path. From Idea Capture to Execution Handoff, every phase locks in your vision.
- 16 Specialized AI Agents: Each agent has a distinct skill, from Context Gatherer to Constraint Enforcer. They work in harmony like a well-rehearsed orchestra, eliminating the noise of solo AI interactions.
- 8 Core Skills: These are the tools in your forge: Semantic Parsing, Dependency Mapping, Risk Assessment, Cost Optimization, Timeline Forging, Quality Gatekeeping, Documentation Weaving, and Deployment Blueprinting.
- Lifecycle Hooks: Attach custom logic at any point in the pipeline—pre-processing, validation, or post-execution. This turns Plan Forge from a static tool into a living, adaptive system.
- 5 Tech Presets: Bootstrap your contracts with pre-configured stacks for React, Node.js, Python Django, Rust WebAssembly, and Go Microservices. No more repetitive boilerplate.
Every forge needs a unique signature. Here’s a sample plan-forge.config.yaml that defines your agent squad and skills:
# plan-forge.config.yaml
pipeline:
version: "2.0.2026"
steps:
- id: idea-capture
agent: context-gatherer
skill: semantic-parsing
hooks:
on-start: "validate_input_schema"
on-complete: "emit_idea_summary"
- id: constraint-engineering
agent: constraint-enforcer
skill: dependency-mapping
presets: ["react-2026", "node-20"]
agents:
- name: context-gatherer
model: "openai-gpt-5-turbo"
temperature: 0.2
- name: constraint-enforcer
model: "claude-opus-3"
temperature: 0.0
presets:
react-2026:
framework: "react-19.x"
build_tool: "vite-6.x"
testing: "vitest-2.x"This configuration is your contract. The agents will read it, obey it, and if your input deviates, they’ll call you out—like a strict but brilliant project manager.
Start your forge from the terminal. It’s as simple as striking an anvil:
plan-forge forge --input ./my_rough_idea.md --output ./execution_contract.json --preset react-2026 --verboseExpected output (truncated):
[2026-01-15 10:23:45] 🔨 Idea Capture: Parsing 'my_rough_idea.md'...
[2026-01-15 10:23:47] ✅ Semantic Parsing Complete. Intent: Build a real-time dashboard.
[2026-01-15 10:23:49] 🔗 Dependency Mapping: Detected 14 external dependencies.
[2026-01-15 10:23:52] ⚖️ Risk Assessment: 2 high-risk items (auth, data pipeline).
[2026-01-15 10:24:01] 📜 Execution Contract Forged at ./execution_contract.json
graph TD
A[🔥 Rough Idea Input] --> B[Idea Capture Agent]
B --> C[Constraint Enforcer Agent]
C --> D[Dependency Mapper Agent]
D --> E[Risk Assessor Agent]
E --> F[Cost Optimizer Agent]
F --> G[Timeline Forger Agent]
G --> H[Quality Gatekeeper Agent]
H --> I[Documentation Weaver Agent]
I --> J[Deployment Blueprinter Agent]
J --> K[✅ Drift-Proof Execution Contract]
subgraph "8 Core Skills"
L[Semantic Parsing]
M[Dependency Mapping]
N[Risk Assessment]
O[Cost Optimization]
P[Timeline Forging]
Q[Quality Gatekeeping]
R[Documentation Weaving]
S[Deployment Blueprinting]
end
A -.-> L
C -.-> M
E -.-> N
F -.-> O
G -.-> P
H -.-> Q
I -.-> R
J -.-> S
Plan Forge runs wherever your code runs. It’s a cloud-native, platform-agnostic forge.
| Operating System | Status | Notes |
|---|---|---|
| 🐧 Linux (Ubuntu 22.04+) | ✅ Full Support | Native performance, no emulation |
| 🍎 macOS (Ventura 13+) | ✅ Full Support | M1/M2/M3 optimized |
| 🪟 Windows 10/11 | ✅ Full Support | WSL2 recommended for best experience |
| 🐳 Docker Containers | ✅ Optimized | Pre-built image available |
| ☁️ Cloud Shells (AWS, GCP, Azure) | ✅ Supported | No installation required |
- Responsive UI 🎨: A web-based dashboard that adapts to any screen. Monitor your forge in real-time, whether on a 4K monitor or a mobile phone. The UI visualizes agent activity as a dynamic forge animation.
- Multilingual Support 🌐: Contracts generated in 12+ languages, including English, Spanish, Mandarin, Hindi, Arabic, French, German, Japanese, Korean, Portuguese, Russian, and Italian. Your AI speaks the world’s languages.
- 24/7 Customer Support 🛡️: A dedicated AI support agent (not a chatbot) that understands your forge configuration and can unblock you at 3 AM. Human escalation available within 15 minutes for critical issues.
- OpenAI API & Claude API Integration 🤖: Seamlessly switch between the best AI brains in the business. Use OpenAI’s GPT-5 Turbo for creative ideation and Claude Opus 3 for rigorous constraint enforcement. Mix and match within the same pipeline.
- Integrity Hooks 🔗: Add custom JavaScript or Python scripts that run at every lifecycle stage. For example, automatically post your execution contract to a private Slack channel when forged.
- Audit Trails 📜: Every decision, every agent’s thought process, every rejected alternative is logged in a human-readable JSON timeline. Perfect for enterprise compliance.
Stop rebuilding the same feature from scratch because your AI forgot the context. Plan Forge locks in your architectural decisions. One contract, infinite consistency.
Eliminate the "telephone game" between product managers, developers, and AI agents. Each team member—human or AI—receives the same drift-proof contract. No more misaligned sprints.
Standardize contributions. When a new contributor wants to add a feature, they forge a contract first. The pipeline validates it against the project’s existing constraints. Merge conflicts become a relic of the past.
Plan Forge is a tool for enhancing, not replacing, human judgment. While the drift-proof pipeline significantly reduces misalignment, it does not guarantee 100% error-free output. The AI agents are probabilistic; they can hallucinate within the bounds of their training data. Always review the generated execution contracts for sanity, especially for safety-critical systems. The developers of Plan Forge assume no liability for decisions made based solely on AI-generated output. Use responsibly.
This project is licensed under the MIT License - see the LICENSE file for details.
The future of AI-assisted development isn’t about better prompts—it’s about better contracts. Forge your first one today.
Plan Forge 2026: Where Ideas Become Indestructible.