Build AI Skills for Any Agent Runtime
The Agent Architecture Platform for Claude, GPT, Gemini, and beyond. Design, evaluate, optimize, and deploy reusable AI workflows across industries and models.
Runtime support
One platform. Every AI runtime.
SkillsWorkbench is built as a model-agnostic architecture layer. Claude is the first fully supported runtime — GPT, Gemini, and open-source frameworks are next.
Claude
Anthropic
Full Skills ecosystem, Managed Agents, Claude Code, and evaluation sandbox.
GPT
OpenAI
GPT Agent Workflows, OpenAI tool orchestration, and Assistants API integrations.
Gemini
Google Agent ecosystems, Workspace automation, and Gemini-powered workflows.
Open Source
Local / Self-Hosted
Local agents, containerized runtimes, MCP-compatible systems, and self-hosted orchestration.
Skills you build today are designed for runtime portability — structured to migrate as new runtimes reach full support.
How it works
From idea to deployed AI worker
in three steps
Pick a use case below and see how SkillsWorkbench turns a simple prompt into a production-ready digital worker.
Brainstorm, draft, and progressively refine production-grade skills.
Workbench Chat
- What is the target user's role?
- Which tools should this skill have access to?
- What does the output look like?
SKILL.md Preview
name: rls-security-architect
context: fork
allowed-tools:
# Rls Security Architect
{...skill body being generated...}
From Prompt Chaos → Production AI Workflows
Build AI systems that are testable, reusable, and operationally reliable — without the engineering overhead.
Everything you need
A complete skill development pipeline
From first draft to production deployment — every stage of the skill lifecycle in one workspace.
Agent Architect
Brainstorm and draft production-ready SKILL.md files with Claude guiding every step.
SaaS Templates
Inject expert SaaS modules — Stripe, Supabase RLS, agent efficiency — directly into your skill.
Skill Linter
Validate trigger efficiency, context isolation, tool declarations, and name compliance in real time.
Agent Eval Lab
Auto-generate golden path, edge case, and failure test cases. Run blind A/B comparisons instantly.
Token Telemetry
Estimate context load, flag oversized skills, and get model recommendations before you deploy.
Production Deploy
One-click deploy to Anthropic Managed Agents with MCP tool injection and version management.
Runtime roadmap
Built to grow with the AI ecosystem
Claude is fully supported today. The platform is designed to expand — each new runtime surfaces in the same workbench you already know.
Claude
Anthropic
- ✓✓Claude Skills
- ✓✓Managed Agents
- ✓✓Claude Code
- ✓✓Evaluation Sandbox
GPT
OpenAI
- ✓GPT Agent Workflows
- ✓Assistants API
- ✓Tool orchestration
Gemini
- ✓✓Gemini Agent ecosystems
- ✓✓Workspace automation
Open Source
Local / MCP
- ✓Local agents
- ✓MCP-compatible systems
- ✓Self-hosted orchestration
Simple pricing
Start free, scale when ready
No hidden fees. Cancel anytime. Every plan includes access to the full workbench.
Free
Perfect for exploring the platform.
- ✓3 skill drafts per month
- ✓Basic linting
- ✓Markdown export
- ✓Community support
Pro
For developers shipping production skills.
- ✓Unlimited skill drafts
- ✓Advanced linting & health scores
- ✓Stress testing
- ✓Eval set generation
- ✓Token Telemetry + model recommendations
- ✓Priority support
Team
For teams building at scale.
- ✓Everything in Pro
- ✓Shared skill library
- ✓Managed Agent sync
- ✓Team workflows & permissions
- ✓Usage analytics
- ✓Dedicated support
Prices in USD. Adaptive Pricing applies — local currency shown at checkout. VAT may apply.