Fork of ZeroClaw with cognitive intelligence

AI assistant that
actually remembers you

YantrikClaw adds cognitive memory, tier-aware tool selection, and adaptive model support to ZeroClaw's 20+ channels and 50+ tools. Run it on a Raspberry Pi or a cloud GPU — it adapts.

Get Started View Source
Binary
Cargo
Docker
# Download prebuilt binary (Linux x86_64)
curl -sL https://github.com/yantrikos/yantrikclaw/releases/latest/download/yantrikclaw-x86_64-unknown-linux-gnu.tar.gz | tar xz
sudo mv yantrikclaw /usr/local/bin/
yantrikclaw onboard
# Install from crates.io
cargo install yantrikclaw
yantrikclaw onboard
# Run with Docker
docker run -it ghcr.io/yantrikos/yantrikclaw:latest

What makes it different

Everything ZeroClaw does, plus cognitive intelligence that adapts to your hardware

🧠

Cognitive Memory

Remembers decisions, preferences, people, and context across conversations. Semantic search, knowledge graphs, and conflict resolution built in.

🎯

Tier-Aware Tool Selection

Detects your model size and adapts. A 1B model on a Pi gets MCQ routing with 5 tools. A 70B model gets native function calling with 15+.

🔌

20+ Channels

Telegram, Discord, Slack, WhatsApp, iMessage, Matrix, Nostr, QQ, LINE, and more. One binary connects to all of them simultaneously.

🛠️

50+ Built-in Tools

Shell, file ops, git, web search, headless browser, cron, memory, calculator, PDF, screenshots, Jira, Notion, and more.

🤖

Any LLM Provider

Ollama, OpenAI, Anthropic, Google, Groq, OpenRouter, Azure, Mistral, xAI, DeepSeek, or any OpenAI-compatible endpoint.

🔒

Autonomy Levels

Read-only, supervised, or full autonomy. Permission gates, workspace isolation, rate limiting, and approval workflows.

It remembers your life

Different days, different apps — one assistant that actually knows you

Memory saved
Memory recalled
Tool executed
March 8 — Saturday morning
Telegram
9:15 AM
You
Sarah's birthday is next Saturday. She's gluten-free and loves lemon desserts. I want to bake something
Memory saved
Sarah's birthday March 15. Gluten-free, loves lemon desserts.
YantrikClaw
How about a lemon olive oil cake with almond flour? It's naturally gluten-free and the lemon flavor really shines. Want me to find a recipe?
Telegram
9:22 AM
You
yes! also remind me to pick up candles on Friday
Memory saved
Buy birthday candles before Friday March 14. Reminder set.
YantrikClaw
Recipe bookmarked! I'll remind you about candles on Friday evening.
March 11 — Tuesday
WhatsApp
6:30 PM
You
started couch to 5k today! ran 1.5 miles, my legs are dead lol
Memory saved
Started Couch to 5K March 11. First run: 1.5 miles.
YantrikClaw
1.5 miles on day one is solid! Most C25K programs start with run/walk intervals. Rest tomorrow, go again Thursday. Don't worry about speed yet, just finish the distance.
March 14 — Friday evening
Telegram
5:30 PM
YantrikClaw
Hey! Sarah's birthday is tomorrow. Don't forget to grab candles on your way home. Want me to pull up that lemon olive oil cake recipe?
You
oh shoot, yes! give me the recipe and a grocery list
Memory recalled
Sarah's birthday Mar 15, gluten-free, loves lemon
Plan: lemon olive oil cake with almond flour
YantrikClaw
Lemon Olive Oil Cake (gluten-free):

2 cups almond flour, 3 eggs, 3/4 cup sugar, 1/2 cup olive oil, 2 lemons (zest + juice), 1 tsp baking powder, pinch of salt

350°F for 35 min. Top with powdered sugar or lemon glaze. You probably need: almond flour and lemons. Everything else should be in your pantry.
March 18 — Tuesday
WhatsApp
7:10 PM
You
ran 2.3 miles today! barely stopped
Memory recalled
Started C25K Mar 11 — first run was 1.5 miles
Memory updated
C25K progress: 1.5mi (Mar 11) → 2.3mi (Mar 18). One week in.
YantrikClaw
Over 50% more distance in one week! 1.5 to 2.3 miles, and you barely stopped. At this pace you'll crack 5K before the end of the month. How do your legs feel compared to last Tuesday?

Connect everywhere

One binary, one config — all your channels at once

Telegram
Discord
Slack
WhatsApp
WhatsApp Web
iMessage
Matrix
Mattermost
Nostr
QQ
LINE
Lark
Webhook
WebSocket
REST API
CLI

Adapts to your model

From a Raspberry Pi running a 1B model to cloud APIs — it just works

Tiny

0.5 – 1.5B
MCQ tool selection
5 tools per prompt
3 agent steps

Small

1.5 – 7B
Structured JSON
8 tools per prompt
5 agent steps

Medium

7 – 70B
Native function calls
10 tools per prompt
10 agent steps

Large

70B+ / Cloud
Native function calls
15+ tools per prompt
15 agent steps

Works with your provider

Local or cloud — bring your own model

Ollama
OpenAI
Anthropic
Google
Groq
OpenRouter
Azure
Mistral
xAI
DeepSeek
Any OpenAI-compatible API