Signal Dashboard

Wednesday, Apr 8, 2026

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13324

Tracked repos

13324 total

AI Topics

15 hot

40045

Total stars (k)

40045k across all

282

Cross-source signals

282 multi-platform

Notable trends: Repos with rapid growth include milla-jovovich/mempalace (+571 stars/wk) and atomicmemory/llm-wiki-compiler (+193 stars/wk), signaling a surge in interest in AI and machine learning. Breakout topics are AI/ML, with milla-jovovich/mempalace and agents-io/PokeClaw leading the charge, showcasing a 6944.0% and 276.1% velocity increase over 7 days, respectively.

Topic Pulse

Inference Engines HOT Agent Frameworks HOT Machine Learning HOT Model Context Protocol HOT Natural Language Processing HOT Code Generation HOT Retrieval-Augmented Generation HOT Deep Learning HOT Prompt Engineering HOT Computer Vision HOT AI Skills Tools HOT Embedding Models HOT Multimodal HOT Fine-Tuning HOT Evaluation HOT AI Safety RISING MoE Architectures WARM

Top Signal

milla-jovovich/mempalace

The highest-scoring AI memory system ever benchmarked. And it's free.

trend

24.4k stars +7.8k/wk 1-source ⚡ Breakout +9932.1%

Rankings

Today's Hot

View all →

#1 +7.8k

milla-jovovich/mempalace

The highest-scoring AI memory system ever benchmarked. And it's free.

24.4k stars ⚡

#2 +4.6k

NousResearch/hermes-agent

The agent that grows with you

36.1k stars 🔥

#3 +4.3k

santifer/career-ops

AI-powered job search system built on Claude Code. 14 skill modes, Go dashboard, PDF generation, batch processing.

22.4k stars ⚡

#4 +1.6k

affaan-m/everything-claude-code

The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

146.4k stars

#5 +1.1k

JuliusBrussee/caveman

🪨 why use many token when few token do trick — Claude Code skill that cuts 65% of tokens by talking like caveman

7.0k stars ⚡

#6 +877

HKUDS/DeepTutor

"DeepTutor: Agent-Native Personalized Learning Assistant"

13.1k stars 🔥

This Week Rising

View all →

milla-jovovich/mempalace

The highest-scoring AI memory system ever benchmarked. And it's free.

Trend 53

⚡ Breakout +9932.1%

ai chromadb llm mcp memory python

24.4k 3.0k +7,832/wk

GitHub

atomicmemory/llm-wiki-compiler

The knowledge compiler. Raw sources in, interlinked wiki out. Inspired by Karpathy's LLM Wiki pattern.

Trend 44

⚡ Breakout +417.4%

cli compiler context-engineering karpathy knowledge-base knowledge-compilation llm markdown obsidian wiki

238 21 +45/wk

GitHub

agents-io/PokeClaw

PokeClaw (PocketClaw) — first on-device AI that controls your Android phone. Gemma 4, no cloud, no API key. Poke is short for Pocket.

Trend 37

⚡ Breakout +338.8%

accessibility ai-agent android-automation gemma4 litert local-llm on-device-ai open-source phone-agent pocketclaw pokeclaw tool-calling

294 42 +42/wk

GitHub

mduongvandinh/llm-wiki

Hệ thống knowledge base cá nhân hoàn toàn tự động, vận hành bởi LLM. Dựa trên pattern LLM Wiki của Andrej Karpathy.

Trend 24

⚡ Breakout +202.6%

andrej-karpathy claude-code llm

115 50 +73/wk

GitHub

R6410418/Jackrong-llm-finetuning-guide

Trend 21

⚡ Breakout +179.1%

dataset deepseek fine-tuning guide llama3 llm machine-learning nlp openai pytorch qwen unsloth

374 71 +69/wk

GitHub

joyehuang/Learn-Open-Harness

🤖 Official Interactive Tutorial for OpenHarness – Zero to Hero in 12 Chapters | Learn OpenHarness like Claude Code: Agent Loop, Tools, Memory, Multi-Agent | 面向零基础的 AI Agent 交互式教程

Trend 20

⚡ Breakout +165.8%

agent-harness agent-loop ai-agent ai-agent-tutorial ai-harness ai-infrastructure chinese claude-code generative-ai harness-engineering interactive-learning interactive-tutorial llm nextjs openharness openharness-tutorial shadcn-ui zero-to-hero

101 18 +29/wk

GitHub

All-Time Leaderboard

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openclaw/openclaw

352.0k 2

tensorflow/tensorflow

194.6k 3

Significant-Gravitas/AutoGPT

183.2k 4

n8n-io/n8n

183.0k 5

ollama/ollama

168.2k 6

AUTOMATIC1111/stable-diffusion-webui

162.2k 7

huggingface/transformers

159.0k 8

f/prompts.chat

158.0k 9

langflow-ai/langflow

146.7k 10

affaan-m/everything-claude-code

146.4k

Trending Signals

View all →

milla-jovovich/mempalace

The highest-scoring AI memory system ever benchmarked. And it's free.

Trend 53

⚡ Breakout +9932.1%

ai chromadb llm mcp memory python

24.4k 3.0k +7,832/wk

GitHub

atomicmemory/llm-wiki-compiler

The knowledge compiler. Raw sources in, interlinked wiki out. Inspired by Karpathy's LLM Wiki pattern.

Trend 44

⚡ Breakout +417.4%

cli compiler context-engineering karpathy knowledge-base knowledge-compilation llm markdown obsidian wiki

238 21 +45/wk

GitHub

agents-io/PokeClaw

PokeClaw (PocketClaw) — first on-device AI that controls your Android phone. Gemma 4, no cloud, no API key. Poke is short for Pocket.

Trend 37

⚡ Breakout +338.8%

accessibility ai-agent android-automation gemma4 litert local-llm on-device-ai open-source phone-agent pocketclaw pokeclaw tool-calling

294 42 +42/wk

GitHub

mduongvandinh/llm-wiki

Hệ thống knowledge base cá nhân hoàn toàn tự động, vận hành bởi LLM. Dựa trên pattern LLM Wiki của Andrej Karpathy.

Trend 24

⚡ Breakout +202.6%

andrej-karpathy claude-code llm

115 50 +73/wk

GitHub

scikit-learn/scikit-learn

scikit-learn: machine learning in Python

Trend 23

data-analysis data-science machine-learning python statistics

65.7k 26.9k +11/wk

GitHub HuggingFace PyPI 3-source

huggingface/transformers

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

Trend 22

audio deep-learning deepseek gemma glm hacktoberfest llm machine-learning model-hub natural-language-processing nlp pretrained-models python pytorch pytorch-transformers qwen speech-recognition transformer vlm

159.0k 32.8k +50/wk

GitHub HuggingFace PyPI arxiv 4-source

BerriAI/litellm

Python SDK, Proxy Server (AI Gateway) to call 100+ LLM APIs in OpenAI (or native) format, with cost tracking, guardrails, loadbalancing and logging. [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, VLLM, NVIDIA NIM]

Trend 22