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SponsioLabsSponsioLabsOfficial·2 Agent Skills Included

Sponsio

Runtime safety contracts that block unsafe agent actions

Blocks unsafe tool calls, file edits, and shell commands before they execute, using deterministic runtime contracts. Eliminates manual guardrail coding, slow LLM-judge checks, and silent agent failures like data leaks or destructive commands. Includes ready-made contract packs, policy scanning, and observe-to-enforce workflows for LangChain, CrewAI, Claude Code, and OpenClaw.
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npx skills add SponsioLabs/Sponsio --all -g -y
Available:

Explains Sponsio's architecture and contract system so your AI agent can answer questions and modify the codebase without breaking core invariants.

All Skills in This Repository (2)

Pure Emerald Level Indicators
📦 In Repo
SponsioLabsSponsioLabs

sponsio

Blocks unsafe tool calls and enforces output quality for LLM agents.

Official
Advanced
📦 In Repo
SponsioLabsSponsioLabs

configure

Configures Tuner for optimal performance.

Official
Advanced

Frequently Asked Questions

FAQPage Schema
How to install Sponsio?▼

Run `npx skills add SponsioLabs/Sponsio --all -g -y` in your terminal to install all skills in this suite globally.

What does Sponsio actually block?▼

It checks every tool call against deterministic contracts before execution, blocking destructive commands, data leaks, unauthorized file writes, and runaway loops in under 0.01 ms.

Which frameworks does Sponsio support?▼

It works with LangChain, LangGraph, CrewAI, OpenAI Agents, Claude Agent SDK, Google ADK, Vercel AI, MCP, and any custom tool-calling loop in Python or TypeScript.

Does Sponsio slow down my agent?▼

No. Contract checks are pure deterministic code with no LLM calls in the hot path, running at roughly 0.005 ms per check with zero added API cost.

Can I test rules before blocking anything?▼

Yes. Observe mode logs every would-be violation without blocking, and `sponsio report` shows what would have been stopped before you flip to enforce mode.

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