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safety-first

Here are 44 public repositories matching this topic...

A curated collection of autonomous AI agents for systematic codebase improvement. Each agent specializes in a specific domain—performance, security, UX, testing, etc—making focused, incremental changes while maintaining strict safety protocols. Inspired by Google Jules, these agents work to enhance code quality through targeted micro-improvements.

  • Updated Mar 16, 2026
RecursionBot

RecurionBot is a safe tool that quickly creates a VM to test recursive equations. Forkbomb safety + resource limiting is included as a key feature. IMPORTANT USAGE NOTES: Only run when you have extra bandwidth. Limit the VM to a certain number of uses/certain recurse count to prevent server overload.

  • Updated Oct 3, 2025
  • C++

Safety-first AI inbox triage. Classifies, prioritizes, and recommends cleanup actions with human-in-the-loop approval. Gmail OAuth, IMAP, real-time SSE, React frontend, Cloudflare Worker alias routing, full audit trail. No auto-delete without explicit confirmation.

  • Updated May 10, 2026
  • Python

Create more. Check less. Local FL Studio Control Center and MCP workflow assistant for safe mix reviews, routing audits, project cleanup, low-end checks, export readiness, and rollback-first assisted edits.

  • Updated Jul 3, 2026
  • Python

Advanced network stress testing tool for controlled environments. Multi-protocol packet generation (UDP/TCP/ICMP/IPv6/ARP) with built-in safety validation, audit logging, and real-time statistics. Designed for authorized network testing and educational purposes only.

  • Updated Nov 7, 2025
  • Rust

A high-integrity, safety-first file intelligence system. It audits local directories using SHA-256 fingerprinting, detects duplicates and versioned files, and proposes organization moves via a persistent SQLite-backed review queue—bridging local data and cloud storage with human-in-the-loop approval.

  • Updated Jun 29, 2026
  • JavaScript

CuraFrame is a constraint-driven framework for transparent, safety-first reasoning about hypothetical therapeutic designs. It evaluates explicit pharmacological and population-specific limits, making unsafe ideas fail early, clearly, and audibly—without automating discovery.

  • Updated Aug 21, 2026
  • Python

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