Turn natural language into reliable AI workflows.
Describe what you want done. SWEny builds a DAG, wires up the right tools, and runs it. Every node, every tool call, every routing decision is tracked.
$ sweny workflow create "audit our GitHub repo for security issues, \
scan dependencies for vulnerabilities, and create Linear tickets \
for anything critical"
GitHub Security Audit
○ Scan Recent Commits for Exposed Secrets
│
├──► ○ Review Open PRs for Security Changes
└──► ○ Scan Dependencies for Vulnerabilities
│
○ Compile Security Posture Report
│
○ Create Linear Tickets for Critical Findings
Save to .sweny/workflows/github_security_audit.yml? [Y/n/refine]
One sentence in, a full workflow out — with structured output schemas, conditional routing, and the right skills at each node. Refine with natural language, run it, or publish to GitHub Actions.
Get started
npm install -g @sweny-ai/core
sweny workflow create "your task description here"
sweny workflow run .sweny/workflows/your-workflow.yml
E2E browser testing
Generate AI-driven end-to-end tests for any web app — no test scripts to write:
sweny e2e init # wizard asks about your flows → generates workflow YAML
sweny e2e run # AI agent drives a real browser to test your app
The wizard supports registration, login, purchase, onboarding, upgrade, cancellation, and custom flows. Each generates a self-contained workflow with auto-generated test credentials and optional cleanup.
How you use it
| Approach | What it does |
|---|
| CLI | Build and run workflows from your terminal. Describe a task, get a DAG, run it. |
| E2E Testing | Generate and run AI-driven browser tests. No Playwright scripts — the agent figures out the DOM. |
| GitHub Action | Publish workflows to CI. Runs on cron schedules or dispatch. |
| Studio | Visual DAG editor and live execution monitor. Watch workflows run in real time. |
| Claude Code Plugin | /plugin install https://github.com/swenyai/sweny — slash commands, MCP tools, hooks, isolated agent. |
| MCP Server | Use SWEny from Claude Code or Claude Desktop. Claude delegates complex tasks to SWEny's DAG executor. |
| SWEny Cloud | Teams. Dashboard, shared credentials, scheduling, cross-repo analytics. |
Built-in skills
Skills connect Claude to external services. Set the credential, the skill is ready.
| Skill | Category | What Claude can do |
|---|
| github | git | Search code, read files, create issues, open PRs |
| linear | tasks | Create, search, and update issues |
| sentry | observability | Query errors, issues, and stack traces |
| datadog | observability | Query logs, metrics, and monitors |
| betterstack | observability | Query incidents, monitors, and logs |
| slack | notification | Send messages via webhook or bot API |
| notification | notification | Discord, Teams, email, generic webhooks |
How it works
SWEny splits tasks into nodes in a DAG. Each node gets a focused instruction, scoped tools, and structured output — so instead of one giant prompt, you get a reliable pipeline.
