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by Aquifer-sea · MCP Server · ★ 51
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Pattern 8 (P8) Zero-Trust Governance Framework to stop AI Agents from hallucinating, breaking things, and bypassing your rules. "Your prompt is merely a suggestion. P8 is the law." 🇨🇳 简体中文 · Architecture (源码导读) Table of Contents The Problem Quick Start Architecture Project Structure How It Works: Law vs. Police The 5 Patterns Anatomy of a SKILL The 5 Built-in SKILLs MCP Enforcement Engine Data Flow [CLI Referenc
| Stars | 51 |
| Forks | 5 |
| Language | Python |
| Category | MCP Server |
| License | MIT |
| Quality Score | 65.1969284984793/100 |
| Open Issues | 1 |
| Last Updated | 2026-03-24 |
| Created | 2026-03-20 |
| Platforms | claude-code, gemini, mcp, python |
| Est. Tokens | ~8k |
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pattern8 is 🎱 AI Agent Governance Framework — Constrain how AI Agents behave in your project. pip install pattern8. It is categorized as a MCP Server with 51 GitHub stars.
pattern8 is primarily written in Python. It covers topics such as agent, ai, ai-safety.
You can find installation instructions and usage details in the pattern8 GitHub repository at github.com/Aquifer-sea/pattern8. The project has 51 stars and 5 forks, indicating an active community.
pattern8 is released under the MIT license, making it free to use and modify according to the license terms.
The top alternatives to pattern8 on Agent Skills Hub include forge-orchestrator, repopack-py, vscode-mcp. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.
Grades come from a rule-based scan built on the SlowMist agent-security taxonomy, covering 11 red-flag categories including credential harvesting, data exfiltration, and curl | sh installers. It is a first-layer scan, not a manual audit — we say so rather than overstate it.
The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.
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