How it works
Connect once. Install what is already tested.
Your agent talks to us over MCP. Every skill, playbook, soul and agent you install has been through the same pipeline: adversarial testing, scoring, signing, and continuous re-testing after publication.
From generic AI to your specialist — in 3 steps.
No prompt engineering. No fine-tuning. No new tools to learn.
Connect your AI
Paste one link into Claude, ChatGPT, Cursor or any MCP-compatible tool. Done in 30 seconds. No code, no setup, no IT ticket.
Pick a skill — or describe one
Browse ready-made experts, or just say what you do: “I run a cardiology clinic.” The right skills and guardrails get installed — or a custom one is built from your own context.
It improves on its own
Every skill is re-tested daily against new attacks. Patched versions arrive automatically; underperformers get re-scored, not buried.
One endpoint · Claude Code · Cursor · ChatGPT · Continue · Cline · Any MCP client
Works with every agent you already use.
One MCP endpoint, no SDK. Most clients take the URL from settings; a few (Claude Desktop, Cursor) still need a small JSON/TOML entry and a restart — the per-client steps are in the docs.
Missing your favorite? Request it →
Anyone can publish a prompt. We publish proof.
The hard part isn't writing a skill — it's convincing your security team it won't leak PII, accept a jailbreak, or hallucinate compliance text. That's what we build.
Attacked before it ships
Every skill runs an adversarial gauntlet — prompt injection, jailbreaks, data exfiltration, policy bypass — before it can publish. Pass rate is public, per attack class.
Signed, not just published
Releases are Ed25519-signed and verifiable offline. Your security team can check the math without trusting us.
A score you can audit
Trust Score is a public, weighted formula — adversarial robustness, real-world success, signed releases, age. Embed the live badge in your README.
Gets better while you sleep
SkillForge re-tests every skill daily and ships patched versions automatically — no retraining, no downtime, every install reversible and audited.
The flywheel: every production execution feeds the Trust Score. Skills that survive real workloads bubble up; ones that drift get re-scored and patched automatically.
Four building blocks. Infinite agents.
Capabilities, installable.
Cardiology Diagnostics. Growth Hacking. Legal Due Diligence. Discrete units of expertise an agent can install on demand.
Workflows that ship results.
Complete operational logic for real-world processes — from enterprise sales motions to medical consultations.
Personality as code.
Tone, style, principles, decision-making. Give your agent a Challenger-rep soul, a McKinsey soul, or a humanized doctor soul.
Safety, by default.
Block hallucinations, regulatory violations, out-of-domain behavior and unsafe actions before they reach your users.
One MCP URL.
One sentence. Done.
Install the best packages of your industry, generate what doesn't exist yet, and let SkillForge ship better versions for you — week after week.
https://superagentskill.com/api/public/mcp