GSI-Protocol
Specification-Driven Development (SDD) Workflow for AI-powered Development
Language: English | 繁體中文
GSI-Protocol is an automated Specification-Driven Development (SDD) workflow system that transforms user requirements into production-ready code through a structured 4-phase process: Specification → Architecture → Implementation → Verification.
Features
- Multi-Platform Support: Works with Claude Code, Codex (OpenAI), and GitHub Copilot
- Language Agnostic: Architecture design independent of programming language
- Automated Workflow: Execute complete development cycle with a single command
- BDD Integration: Built-in support for Gherkin specifications
- Project-Aware: Automatically detects and adapts to your project's tech stack
- Frontend/Backend Aware: Detects project type and picks the acceptance angle — API contract (backend) or UI feedback (frontend); full-stack gets both
- Role-Based Phases: PM → Architect → Engineer → QA workflow
📚 Learn More
New to GSI-Protocol? Start here:
- GSI Theory & Methodology - Deep dive into the Gherkin-Structure-Implement methodology
- Quick Start Guide - Step-by-step tutorial to build your first feature
Quick Start
Installation
Install using uvx (recommended):
uvx --from gsi-protocol-installer gsi-install
Or using pipx:
pipx run gsi-protocol-installer
The installer will guide you through:
- Selecting AI platform(s) (Claude Code, Codex, GitHub Copilot)
- Choosing installation type (global or project-specific)
- Installing workflow commands
Basic Usage
Automatic Mode (Recommended)
Execute the complete 4-phase workflow automatically:
# For Claude Code / Codex
/sdd-auto <your requirement>
# For GitHub Copilot
@workspace /sdd-auto <your requirement>
Example:
/sdd-auto Add user authentication with email and password
Manual Mode
For more control over each phase:
-
Generate Specification (PM Phase)
/sdd-spec <requirement> -
Design Architecture (Architect Phase)
/sdd-arch <feature_file_path> -
Implement Code (Engineer Phase)
/sdd-impl <feature_file_path> -
Verify Implementation (QA Phase)
/sdd-verify <feature_file_path>
Workflow Overview
The GSI-Protocol follows a structured 4-phase process:
User Requirement
↓
[Phase 1: Specification (PM)]
→ .gsi/{feature}/PRD.md (business behaviour)
→ .gsi/{feature}/{feature}.feature (tagged @api or @ui;
full-stack → {feature}.api.feature + {feature}.ui.feature)
↓
[Phase 2: Architecture (Architect)]
→ .gsi/{feature}/architecture.md
↓
[Phase 3: Implementation (Engineer)]
→ Source code + tests (TDD; @ui adds E2E/component tests)
↓
[Phase 4: Verification (QA)]
→ @api → specbridge verify; @ui → E2E runner (Playwright/Cypress)
→ + unit tests
→ .gsi/{feature}/conclusion.md
Learn the methodology: Read our GSI Theory & Methodology guide to understand how Gherkin (specification), Structure (architecture), and Implement (code) work together.
Available Commands
| Command | Description | Phase |
|---|---|---|
/sdd-auto |
Execute complete workflow automatically | All |
/sdd-spec |
Generate PRD + SpecBridge contract from requirements | 1 |
/sdd-arch |
Design architecture from specification | 2 |
/sdd-impl |
Implement code + unit tests (TDD) | 3 |
/sdd-verify |
Verify via specbridge + unit tests | 4 |
Output Structure
After running the workflow, your project will have:
project_root/
├── .gsi/{feature_name}/
│ ├── PRD.md # Business behaviour spec
│ ├── {feature_name}.feature # tagged @api or @ui (full-stack: .api/.ui.feature)
│ ├── architecture.md # Architecture design
│ └── conclusion.md # Verification report
└── {your_project_structure}/
├── {model_files} # Generated models
├── {service_files} # Generated services
└── {unit_test_files} # TDD-produced tests
Platform-Specific Usage
Claude Code
Commands are available directly in Claude Code CLI:
/sdd-auto <requirement>
/sdd-spec <requirement>
Codex (OpenAI)
Use prompts with argument placeholders:
/sdd-auto <requirement>
GitHub Copilot
Prefix commands with @workspace:
@workspace /sdd-auto <requirement>
@workspace /sdd-spec <requirement>
Requirements
- Python 3.10 or higher
- Node.js 18 or higher
- Git
- One of the supported AI platforms:
- Claude Code CLI
- Codex (OpenAI)
- GitHub Copilot
SpecBridge (Required)
GSI-Protocol integrates SpecBridge in the Specification (/sdd-spec) and Verification (/sdd-verify) phases. SpecBridge is a contract testing CLI that validates live HTTP API behavior against Gherkin feature files.
Install it globally before using GSI-Protocol:
npm install -g @ksz54213/specbridge
Verify installation:
specbridge --version
SpecBridge covers the
@apiacceptance angle. For frontend (@ui) features, verification runs the feature file through Playwright (see below) instead.
Playwright + playwright-bdd (for frontend @ui features)
This is the frontend counterpart to SpecBridge: it makes the @ui feature file directly executable by compiling its Gherkin scenarios into Playwright tests via playwright-bdd — no per-scenario test code to write.
Unlike SpecBridge, these must be installed in the project as devDependencies — Playwright's test runner resolves @playwright/test and playwright-bdd from the project's local node_modules when running npx playwright test, so a global install won't be picked up:
npm install -D playwright @playwright/test playwright-bdd
npx playwright install # download browsers (one-time)
Beyond the packages, the project gains test artifacts (a playwright.config.ts, the standard GSI step library, and a page→URL map under e2e/) — generated once by sdd-impl and reused by every @ui feature. If the project already has Playwright set up, GSI reuses it instead of installing.
Backend-only projects need nothing here — only SpecBridge. Playwright is only needed once a project has a
@uifeature.
Documentation
For detailed documentation, see the docs directory:
- GSI Theory & Methodology - Understand the G-S-I pillars
- Quick Start Guide - Get started in minutes
Contributing
Contributions are welcome! Please feel free to submit issues and pull requests.
License
This project is licensed under the MIT License - see the LICENSE file for details.
Author
James Hsueh - asdfg55887@gmail.com
Links
Changelog
See version history and updates in the project repository.
Release files for gsi-protocol-installer 1.4.4
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| gsi_protocol_installer-1.4.4.tar.gz | 9.1 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| gsi_protocol_installer-1.4.4-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 18.4 kB
Release files / gsi_protocol_installer-1.4.4.tar.gz
| Download URL | gsi_protocol_installer-1.4.4.tar.gz |
|---|---|
| Size | 9.1 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
ea69f7622a459d034219d6ac0370464b6506f4a19d3db799464ecea640f79ad0
|
|
BLAKE2b-256 checksum How to use checksums |
1b9be8be7c5ca3dae9037cbf7263ab1801d4ca4c5ff4013282ff88373a940f89
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on May 29, 2026.
Transparency logRelease files / gsi_protocol_installer-1.4.4-py3-none-any.whl
| Download URL | gsi_protocol_installer-1.4.4-py3-none-any.whl |
|---|---|
| Size | 9.4 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
15c62c5ca2a03b5338e04292d04cf2ac2b3048b1556632952edca7a906c8bf08
|
|
BLAKE2b-256 checksum How to use checksums |
780a1fc8caf0e267afc5dad337ea8615580dff7634bd2070366d2daabc5ce80d
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on May 29, 2026.
Transparency log