Skip to content

skingem1/kognai

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

2,813 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Kognai

Sovereign AI Runtime — a multi-agent swarm platform powering 5 deployment products, built and operated by AI agents.

Sprints Agents Phase Architecture


What is Kognai?

Kognai is a sovereign AI runtime that powers multiple products via a shared agent swarm. One codebase, one model router, one orchestrator -- five products serving different markets.

5 Deployment Products

Product Phase Description
TikTok Content Agent (SCS-001) Phase 1 Automated short-form video pipeline -- trend discovery, script generation, video editing, multi-platform posting
Achiri Phase 2A Culturally adaptive AI companion for Tunisia -- Darija/French code-switching, local personality
Founder Intelligence Agent Phase 2+ Internal tool for strategic analysis (potential SaaS)
Dynamic Research Instrument Phase 3 Academic research tool with x402 micropayments
x402 Payment Rail Phase 4 Agent-to-agent transaction fees via USDC on Base

Architecture

9-Layer Stack

1. Runtime       -- Model routing (Nano -> Local -> Power -> Cloud -> Apex)
2. Configuration -- Agent configs (29 agents, OpenClaw v2026.3.7)
3. Adaptation    -- Cultural context, language, personality
4. Health        -- System monitoring, kill switches, circuit breakers
5. Compression   -- Token optimization, context management
6. Hosting       -- Hetzner VPS, Mac Mini M4 vault, PM2
7. Plumber       -- Pipeline orchestration, data flow
8. Ecosystem     -- Skills registry (31 skills, T1-T4), integrations
9. Financial     -- Stripe subscriptions, x402 micropayments, USDC wallets

5-Tier Model Router

T0 Nano   -- qwen3:0.6b  (local, $0.00)  -- simple tasks
T1 Local  -- qwen3:4b    (local, $0.00)  -- conversation, free tier
T2 Power  -- qwen3:14b   (local, $0.00)  -- code generation, planning
T3 Cloud  -- claude-haiku (API, ~$0.001) -- quality review, validation
T4 Apex   -- claude-sonnet (API, ~$0.01) -- premium tier, complex tasks

Agent Swarm

The swarm is orchestrated by scripts/orchestrate-agents-v2.ts with dual supervisor review:

Owner (Telegram) -> Sprint JSON -> Orchestrator
                                    |
                    +-------+-------+-------+
                    |       |       |       |
                  Harvey  Messi  Sherlock  Guardiola
                  (CEO)  (Coder) (Supervisor) (Optimizer)
  • 29 active agents across SCS-001 pipeline, Achiri, infrastructure
  • Dual supervisor consensus -- both must approve, CEO arbitrates conflicts
  • Sprint-based execution -- JSON sprint files define tasks, agents execute

SCS-001 Pipeline (TikTok Content Agent)

Full automated video production pipeline:

Trend Agent -> Discovery -> ClipDetection -> [Dedup] -> Insight -> Script ->
Editing -> Caption -> QC -> Publishing -> Analytics -> Flywheel -> FailureLibrary
  • 12 stages, each backed by a dedicated agent
  • 3 video templates: standard, reaction, listicle
  • 3 duration modes: 15s (simple), 30s (standard), 60s (deep)
  • Multi-platform: TikTok, YouTube Shorts, Instagram Reels, X/Twitter
  • 62+ Telegram commands for operator control

Achiri (AI Companion for Tunisia)

Culturally adaptive AI companion with:

  • Tunisian Darija as primary language with natural French code-switching
  • 4-category safety filter (pattern-based, zero LLM cost)
  • Per-user memory with daily limits (free: 50 msg/day)
  • Tiered models: qwen3:4b (free), claude-haiku (basic), claude-sonnet (premium)
  • Voice validation: 10/10 PASS on cultural authenticity

Infrastructure

Component Details
Compute Hetzner VPS (cloud) + Mac Mini M4 (local vault)
Models qwen3:0.6b/4b/14b, deepseek-r1:14b (local via Ollama)
Database Supabase (PostgreSQL + event bus)
Networking Tailscale VPN bridge (vault <-> cloud)
Process Mgmt PM2 with auto-restart and cron scheduling
Dashboard FastAPI + static HTML at localhost:11436
Payments Stripe (subscriptions) + x402 (micropayments)

Project Structure

kognai/
+-- runtime/router.py            -- 5-tier model router
+-- scripts/
|   +-- orchestrate-agents-v2.ts  -- main orchestrator (dual supervisor)
|   +-- telegram-bot.ts           -- 62+ command thin router
|   +-- telegram-commands/        -- modular command handlers
|   +-- scs001/                   -- pipeline scripts + validators
|   +-- achiri/                   -- Achiri test + deployment scripts
+-- agents/
|   +-- scs001-*/                 -- 11 pipeline agents
|   +-- achiri/                   -- Achiri conversation handler + safety
+-- kognai-agents/                -- 29 agent configs (agent.yaml + prompt.md)
+-- workspace/
|   +-- sprints/                  -- sprint JSON files (history)
|   +-- scs001/                   -- pipeline state + outputs
|   +-- achiri/                   -- Achiri memory + session logs
|   +-- billing/                  -- usage metering + funnel data
+-- dashboard/                    -- FastAPI dashboard + parsers
+-- skills/                       -- OpenClaw skills registry (31 skills)
+-- backend/src/                  -- Express + Prisma + Supabase
+-- x402-base/                    -- payment protocol
+-- sdk/typescript/               -- TypeScript SDK (50 modules)

Quick Start

# Clone and install
git clone https://github.com/skingem1/kognai.git
cd kognai
npm install

# Set up environment
cp .env.example .env
# Edit .env with your API keys

# Check environment
npx tsx scripts/check-env.ts

# Start Telegram bot
npx tsx scripts/telegram-bot.ts

# Start dashboard
cd dashboard && python3 -m uvicorn server:app --host 127.0.0.1 --port 11436

License

MIT -- see LICENSE


Built by a 29-agent AI swarm. 486+ sprints shipped. Sovereign by design.

About

Adaptative Agent Ecosystem

Resources

License

Contributing

Stars

Watchers

Forks

Packages

 
 
 

Contributors