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datit309/supergraph

supergraph

UIWeb UI23 GitHub stars· updated 2026-10-23

Engineering workflow system for AI coding agents — mandatory planning, TDD, verification, review, and intelligent codebase graph analysis.

Install

npx @deepseek-ai/dsh plugin --profile web add github:datit309/supergraph

Restart `dsh web` after install. Bundle APIs can change during the developer preview.

README badge

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From the README

Excerpt from datit309/supergraph, cleaned of badges and images.

Supergraph for AI Coding Agents

Tiếng Việt · Installation Guide · Workflow Examples · Team Setup

Turn AI coding agents from code generators into disciplined engineering workflow systems.

Supergraph enforces planning, TDD, verification, review, and architecture-aware decision making through mandatory workflows, graph intelligence, and LSP-powered code analysis across Claude Code, OpenAI Codex CLI, Google Antigravity, OpenCode, and DeepSeek Harness (DSH).


What Supergraph Does

Every non-trivial change follows the strict engineering lifecycle:

scan → analyze → plan → TDD → execute → fix → verify → review

  • Knowledge Graph & Code Intelligence: Powered by Codebase Memory MCP (>= 0.10.8,<0.11.0). Indexes repository state locally into .codebase-memory/graph.db.zst (cache in ~/.cache/codebase-memory-mcp) via index_repository, providing mathematical blast radius, call hierarchy, dependency cycles, and test gaps. Serena provides LSP-level symbol navigation and diagnostics.
  • 7-Subagent Specialized Architecture: Autonomous separation of concerns — plan-writer (planning), plan-reviewer (spec checks), executor (TDD execution), qa-tester (E2E browser/API testing), security-auditor (OWASP/Vibesec AppSec), diagnostician (root-cause debugging), and code-reviewer (independent merge verdict).
  • Autonomous Human Browser Agent & QA (browser-agent): Native Rust CDP (agent-browser, zero Playwright). Uses compact accessibility tree snapshots (@ref), bypasses anti-bot walls via real user profiles, generates 5-dimension ISTQB test matrices (UI + API + DB fault injection), and exports structured bug reports.
  • Multi-Agent Orchestration (supergraph-team): Wave DAG task scheduling with isolated Git worktrees and live dashboard (:3333).

Windows Hook Behavior

On Windows, hooks/run-hook.cmd dynamically resolves Git Bash across standard and user-level paths. If Git Bash is not found, hooks skipped with a warning, keeping platform execution non-blocking.


Supported Platforms

PlatformConfigurationInstructions File
Claude CodeMarketplace / PluginCLAUDE.md
OpenAI Codex CLIMarketplace / Local installerAGENTS.md
Google AntigravityLocal installerAGENTS.md
OpenCodeLocal installer (/skills)OPENCODE.md
DeepSeek Harness (DSH)Native Cordis Bundle (cordis.patch.yml)AGENTS.md

Quick Install (One-Command)

macOS, Linux, or WSL (defaults to all platforms):

curl -fsSL https://raw.githubusercontent.com/datit309/supergraph/master/install.sh | sh

Windows PowerShell 5.1+:

irm https://raw.githubusercontent.com/datit309/supergraph/master/install.ps1 | iex

Security: Inspect installer scripts before piping remote code into a shell.

Install for a specific platform:

curl -fsSL https://raw.githubusercontent.com/datit309/supergraph/master/install.sh | sh -s -- --platform [claude|codex|antigravity|opencode|dsh|all]

…

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