A universal seven-stage framework for building production-ready, AI-native applications through specification-driven development.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install specvibe
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install specvibe using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is SpecVibe?
SpecVibe is a world-class development framework designed to streamline the creation of AI-native applications. By emphasizing a Specification-as-Source-of-Truth mindset, this skill ensures that every project aspect—from architecture to security—is meticulously defined and validated before code is ever written. It leverages 2026 best practices from industry leaders like Google and Thoughtworks to facilitate seamless collaboration between human developers and AI agents.
The framework reduces technical debt and ensures high-quality output by transforming human intent into functional code through seven structured stages. As a premier choice among Openclaw Skills, SpecVibe provides the necessary guardrails for modern software engineering, ensuring that code is not just generated, but engineered to production standards.
SpecVibe Use Cases
- Bootstrapping new AI-native projects with a robust, spec-first architecture.
- Standardizing development workflows across engineering teams using Openclaw Skills.
- Migrating legacy requirements into validated, testable technical plans.
- Ensuring high security and 100% test coverage in AI-assisted coding environments.
- Implementing complex backend and frontend systems with clear human-in-the-loop validation.
How SpecVibe Works
- Specify: The AI interviews the user to generate a structured spec.md file that captures the core intent and business goals.
- Plan: SpecVibe translates the requirements into a concrete technical blueprint, including data models and a detailed task breakdown.
- Test: A comprehensive suite of failing unit and E2E tests is generated based on the spec to define application behavior.
- Implement: The AI generates code in small, validated chunks, ensuring each piece passes the defined tests before moving forward.
- Review: The system triggers automated security scans and facilitates human-led logic reviews to safeguard the codebase.
- Document: API and user documentation are automatically derived from the source of truth and implementation details.
- Deploy: The framework automates the creation of CI/CD pipelines, containerization, and full observability setup.
SpecVibe Setup
To integrate this framework into your workflow for Openclaw Skills, initialize your project directory and reference the SpecVibe templates.
# Initialize a new SpecVibe project
mkdir my-ai-app && cd my-ai-app
# Copy templates from the SpecVibe skill directory
cp -r path/to/specvibe/templates/* ./templates/
# Start the specification phase
openclaw run specvibe --stage specify
SpecVibe Data Schema & Taxonomy
SpecVibe organizes project data using a strict taxonomy to ensure the AI remains aligned with the project intent:
| Component | File Type | Purpose |
|---|---|---|
| Intent | spec.md |
The primary source of truth for all requirements. |
| Blueprint | PLAN.md |
Technical architecture and task sequencing. |
| API Contract | openapi.yaml |
Definition of service interfaces and data types. |
| Knowledge | references/ |
Directory containing security, devops, and testing guides. |
| Deployment | Dockerfile |
Container configuration for reproducible environments. |
SpecVibe Advanced Features
- Delegate/Review/Own Model: A structured collaboration strategy that maintains human oversight while maximizing AI productivity.
- Quality Gates: Mandatory validation checkpoints between each development stage to prevent error propagation.
- Chunked Iteration Strategy: Specialized logic to prevent the generation of monolithic, unreviewable code blocks.
- OWASP 2025 Alignment: Built-in security reference guides for modern, AI-native threat modeling.
- OpenTelemetry Integration: Standardized observability patterns for enterprise-grade error handling and monitoring.
SKILL.md
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