SIDJUA v0.9.7: Open Source Multi-Agent AI with Pre-Action Governance Enforcement
What SIDJUA Does
SIDJUA is an open source multi-agent AI framework focused on governance enforcement. Unlike frameworks that only log actions after they happen, SIDJUA validates every agent action before execution through a 5-step enforcement pipeline. This prevents damage from actions like data leaks or budget overruns by blocking them at the source.
Key Features from v0.9.7
- Governance Enforcement: Blocks agent actions that violate defined rules before execution. Examples include overspending budgets, accessing resources outside assigned division scope, or attempting actions without proper logging.
- Multi-LLM Support: Works with Anthropic, OpenAI, Google, Groq, DeepSeek, Ollama, or any OpenAI-compatible provider. You can switch providers per agent or per task.
- Self-Hosted & Offline Capable: Runs on your hardware, requires only 4GB RAM, is air-gap capable, and can work fully offline with local models.
- Multi-LLM Validation: Built for using LLMs as teams that validate each other's results. The developer mentions using Gemini and DeepSeek to audit code generated by Opus and Sonnet models.
- Notification System: Supports Telegram bot, Discord webhooks, email, and custom hooks. Notifications trigger when agents need attention or budgets run low.
- Desktop GUI: Built with Tauri v2, providing native apps for macOS, Windows, and Linux. Includes dashboard, governance viewer, and cost tracking. Ships with v1.0 (coming end of March/early April).
- Migration Tool: Import command for migrating agents from OpenClaw or Moltbot. One command applies governance automatically (beta feature).
Getting Started
Quick setup takes about 2 minutes:
git clone https://github.com/GoetzKohlberg/sidjua.git
cd sidjua && docker compose up -d
docker exec -it sidjua sidjua init
docker exec -it sidjua sidjua chat guideThe guide agent works without API keys using Cloudflare Workers AI free tier. Add your own keys for full multi-agent setup.
Project Details
- License: AGPL-3.0
- Development: Solo founder with 35 years IT background, based in the Philippines
- Status: Beta software (v0.9.7), v1.0 targeted for end of March/early April
- Community: Discord available for bug reports and questions
📖 Read the full source: r/clawdbot
👀 See Also
CostClaw: Free Local Cost Tracking Dashboard for OpenClaw Agents
CostClaw is a free, local plugin that captures every LLM call via OpenClaw's native hooks and provides a dashboard showing model breakdowns, per-session costs, and hourly spend charts. The developer discovered their heartbeat agent was running Claude Sonnet every 3 minutes 24/7, costing $60/month, and switching to Haiku cut their bill by ~65%.
How to Move or Rename Claude Code Project Folders Without Losing Session History
Claude Code stores session history using absolute project paths, so moving or renaming folders with mv breaks session access. The clamp tool fixes this by migrating session data to match new paths.
skillcheck: A linter for SKILL.md files that catches cross-agent compatibility issues
skillcheck is a Python tool that validates SKILL.md files against the agentskills.io specification, with unique features including description quality scoring, warnings about Claude-only fields, and file reference validation that aren't available in existing validators.
Superglue CLI: Let AI Agents Execute API Calls Without Pre-Built Tools
Superglue CLI provides a skill that teaches AI coding agents how to use its commands, handle authentication, build tools, and debug failures. Instead of creating pre-built tools for every API integration, agents can read API specs at runtime and plan multi-step calls.