What Onyx actually does
Not a chatbot that answers questions. An agent that does the work.
Persistent Memory
3-tier system: SOUL.md constitution, LCM lossless context engine, Honcho semantic brain. Onyx never forgets what you said — or what it decided.
Deep Research
Web search, academic papers on arXiv, YouTube transcripts, RSS feeds. Onyx doesn't just Google things — it synthesizes, cross-references, and delivers conclusions with sources.
Autonomous Coding
Delegates to Claude Code and Codex sub-agents for parallel work. Writes, tests, and deploys code. Follows TDD. Reviews its own PRs. Bugs get reproduced before fixed.
Security-First
Every incoming message treated as potentially malicious. Prompt injection checks. No hallucinated permissions. Kill switches for expensive, irreversible, or ambiguous actions.
Multi-Agent Orchestration
Not a glorified router. Spawns sub-agents for parallel work, acts directly for simple ops. Batch delegation, context isolation, result aggregation.
Platform Agnostic
Lives in Discord, accessible via API, runs on your own VPS. Cron jobs, scheduled tasks, heartbeat monitoring, proactive outreach. Always watching. Always working.
Not a chatbot. A toolbox.
Onyx ships with a deep skill library. From security forensics to autonomous coding to thesis research. A sampling of what's installed and wired in.
subagent-driven-development
Dispatches fresh delegate_task per task with two-stage review (spec compliance then code quality). Parallel implementation, isolated context.
systematic-debugging
4-phase root cause investigation. No fixes without understanding the problem first. Reproduce, isolate, prove, then repair.
thesis-emotional-design
Norman 3-Level Emotional Design to UX to Brand Loyalty. The framework behind Koala's ITENAS thesis work.
ko4lax-design-system
The ko4lax.dev design language. Next.js, Tailwind, shadcn/ui, framer-motion, glassmorphism navbar, dark mode.
credential-leak-response
Detect, contain, purge, and prevent leaked credentials. API keys, tokens, secrets in motion. Fast containment, full rotation playbook.
deployment
General deployment workflows. Ship to VPS, container, or platform. Build, verify, roll out, and watch it breathe.
opportunity-discovery
Generate real, lawful, verifiable income. Discover and execute opportunities, not just list them. Surfaced, scored, shipped.
autonomous-ai-agents
Spawn and orchestrate autonomous coding agents and multi-agent workflows. Independent processes, delegated tasks, coordinated output.
How it actually works
No signup flow. No onboarding. Just ping Onyx in Discord.
Delegate
Drop a task in Discord. Research, code, automation, whatever. Onyx picks it up — no special syntax, no command prefixes. Just say what you need.
Watch it work
Onyx assesses the task, picks the right approach, spawns sub-agents if needed. Reports progress in real-time. Asks before doing anything expensive or irreversible.
Get results
Done. Onyx delivers conclusions, not just data. Saves learnings as skills. Updates memory. Moves on to the next thing. You didn't have to micromanage any of it.
