NARNA

Open-source AI Agent with Decision Quality built in.

Run on Telegram, WhatsApp, X, Discord, and more.
Every action scored by ADQA before it executes.

NARNA is a standalone AI project — not part of 99X or any exchange codebase.
See docs/ABOUT.md.

What NARNA is

Unique vs Hermes / OpenClaw: they optimize how agents act. NARNA adds whether the decision is good enough to act — then learns from outcomes.

User → NARNA Agent → proposed action → ADQA score → ACT / REVIEW / REJECT → Decision Memory

Compatible with OpenClaw, Hermes, LangGraph, CrewAI, MCP — plug in ADQA without replacing your stack.

Quick start

pip install "narna[desktop]"
narna desktop          # local agent UI
narna gateway status   # social channel readiness
narna ask "Summarize Q3 risks"

Cloud: narna.org · API health: https://api.narna.org/v1/health

OpenClaw + NARNA ADQA

"mcp": {
  "servers": {
    "narna": {
      "url": "https://api.narna.org/mcp",
      "headers": { "Authorization": "Bearer uap_live_…" }
    }
  }
}

Skill: plugins/narna-openclaw/

Social channels (agent everywhere)

narna gateway run    # long-poll Telegram + Discord + Slack + YouTube
narna gateway channels

Full setup: docs/SOCIAL-CHANNELS.md

Agent capabilities

• 44+ tools — shell, browser (Playwright), code, search, skills, cron, voice
• BYOK — OpenAI, Anthropic, Gemini, DeepSeek, Qwen, local models
• Memory — FTS5 + MEMORY.md / USER.md + Decision Memory
• Skills — SKILL.md hub, zip export/import, OpenClaw-compatible
• Subagents — execute_code RPC, delegate tasks
• Desktop — Windows / Mac / Linux (download)
• MCP — narna evaluate, narna_agent_ask for any agent

Hermes/OpenClaw parity tracker: docs/PARITY-ROADMAP.md

Governance (enterprise)

from narna import wrap

agent = wrap(my_langgraph_app, vap=True, mode="enforce")
agent.run("approve vendor contract")

narna decision evaluate --action contract.sign --question "Should we sign?"

Docs: docs/DECISION-OS.md · docs/DIFFERENTIATION.md

Links

Compatibility

OpenAI · Anthropic · Google · MCP · OpenTelemetry · LangGraph · CrewAI · OpenClaw · Hermes · Docker

License

MIT