每周科技速递 - 2026-06-08
本周科技圈焦点:系统提示词大规模泄露项目引爆 GitHub,突破 4.1
万星标;自进化 Agent 框架 GenericAgent 以 6 倍 Token
效率降低持续高热;64M 参数小模型 minimind 实现 2 小时从零训练;Gary
Marcus 尖锐批评 AI slop 侵蚀生产力;比特币逼近 $60,000
关口,机构情绪显著转向谨慎。
🧠 LLM / 大模型
- 🔥12 | jingyaogong/minimind
— 🧠「大模型」2小时完全从0训练64M的小参数LLM!Train a 64M-parameter LLM
from scratch in just 2h!
- 🔥8 | sgl-project/sglang
— SGLang is a high-performance serving framework for large language
models and multimodal models.
- 🔥8 | ScrapeGraphAI/Scrapegraph-ai
— Python scraper based on AI
- 🔥8 | yamadashy/repomix
— 📦 Repomix is a powerful tool that packs your entire repository into a
single, AI-friendly file. Perfect for when you nee
- 🔥6 | NVIDIA/TensorRT-LLM
— TensorRT LLM provides users with an easy-to-use Python API to define
Large Language Models (LLMs) and supports state-of-
- 🔥6 | GreyDGL/PentestGPT
— Automated Penetration Testing Agentic Framework Powered by Large
Language Models
- 🔥6 | 0xPlaygrounds/rig
— ⚙️🦀 Build modular and scalable LLM Applications in Rust
- 🔥6 | skyzh/tiny-llm — A
course of learning LLM inference serving on Apple Silicon for systems
engineers: build a tiny vLLM + Qwen.
- 🔥5 | ollama
v0.30.7-rc1 — What's Changed docs: update Zod example to
use native toJSONSchema by @fuleinist in
https://github.com/ollama/ollama/pul
- 🔥5 | bitsandbytes-foundation/bitsandbytes
— Accessible large language models via k-bit quantization for
PyTorch.
- 🔥5 | open-compass/opencompass
— OpenCompass is an LLM evaluation platform, supporting a wide range of
models (Llama3, Mistral, InternLM2,GPT-4,LLaMa2, Q
- 🔥5 | guardrails-ai/guardrails
— Adding guardrails to large language models.
- 🔥5 | ModelTC/LightLLM
— LightLLM is a Python-based LLM (Large Language Model) inference and
serving framework, notable for its lightweight desig
- 🔥5 | thu-pacman/chitu
— High-performance inference framework for large language models,
focusing on efficiency, flexibility, and availability.
- 🔥5 | stanford-crfm/helm
— Holistic Evaluation of Language Models (HELM) is an open source Python
framework created by the Center for Research on F
🤖 AI Agent
- 🔥13 | lsdefine/GenericAgent
— Self-evolving agent: grows skill tree from 3.3K-line seed, achieving
full system control with 6x less token consumption
- 🔥11 | CherryHQ/cherry-studio
— AI productivity studio with smart chat, autonomous agents, and 300+
assistants. Unified access to frontier LLMs
- 🔥11 | EvoMap/evolver —
The GEP-powered self-evolving engine for AI agents. Auditable evolution
with Genes, Capsules, and Events. | evomap.ai
- 🔥10 | openclaw
v2026.6.5-beta.2 — Highlights - QQBot now strips model
reasoning/thinking scaffolding before native delivery, preventing raw
con
- 🔥8 | openclaw
v2026.6.1 — Highlights - Agents and CLI-backed runtimes
recover more cleanly from interrupted tool calls, stale session
bindings, co
- 🔥7 | Xiangyue-Zhang/auto-deep-researcher-24x7
— 🔥 An autonomous AI agent that runs your deep learning experiments
24/7 while you sleep. Zero-cost monitoring, Leader-Wor
- 🔥6 | Upsonic/Upsonic —
Build autonomous AI agents in Python.
- 🔥6 | skalesapp/skales
— Local-first AI desktop agent for Windows, macOS, Linux & Android.
Set a goal, it works on its own. Teams (pair two deskt
- 🔥5 | Build
tools, to build more —
- 🔥5 | Opus
4.8 —
- 🔥5 | stakpak/agent —
Ship your code, on autopilot. An open source agent that lives on your
machines 24/7 and keeps your apps running. 🦀
- 🔥5 | grinev/opencode-telegram-bot
— OpenCode mobile client via Telegram: run and monitor AI coding tasks
from your phone while everything runs locally on yo
- 🔥5 | BlockRunAI/Franklin
— The AI agent with a wallet — spends USDC autonomously to get real work
done. Apache-2.0, TypeScript.
- 🔥5 | gmickel/flow-next
— Spec-driven AI workflow plugin for Claude Code, OpenAI Codex, and
Factory Droid. Zero-dep task tracking, worker subagent
- 🔥5 | swarmclawai/swarmclaw
— Open-source self-hosted AI agent runtime and multi-agent framework for
autonomous agent swarms. Agent memory, MCP tools,
💰 加密货币
- 🔥7 | A
quick review of the Ways and Means tax bills: State of
Crypto —
- 🔥7 | Michael
Saylor revives bitcoin-buy speculation as scrutiny over Strategy
grows —
- 🔥7 | Bitcoin
near $60,000 today vs February: Institutional sentiment has
flipped —
- 🔥7 | foundry
nightly-43ed279745c5decd51dfc60eaaba4b0911a30e9c — Other -
fix: redact private keys from Debug (#15091) by @stevencartavia - refactor(script):
isolate Tempo session signer
- 🔥5 | OffcierCia/DeFi-Developer-Road-Map
— DeFi Developer roadmap is a curated Developer handbook which includes
a list of the best tools for DApps development, re
- 🔥5 | lifinance/contracts
— LI.FI Smart Contracts
- 🔥5 | exactly/protocol
— exactly is a decentralized, non-custodial and autonomous marketplace
for depositing and borrowing crypto assets at a var
🔬 前沿科技
- 🔥15 | asgeirtj/system_prompts_leaks
— Extracted system prompts from Anthropic - Claude Code, Claude Design,
Opus 4.8, Sonnet 4.6. OpenAI - ChatGPT 5.5 Thinkin
- 🔥14 | rasbt/LLMs-from-scratch
— Implement a ChatGPT-like LLM in PyTorch from scratch, step by
step
- 🔥10 | tensorflow/tensorflow
— An Open Source Machine Learning Framework for Everyone
- 🔥10 | huggingface/transformers
— 🤗 Transformers: the model-definition framework for state-of-the-art
machine learning models in text, vision, audio, and
- 🔥9 | ultralytics/ultralytics
— Ultralytics YOLO 🚀
- 🔥8 | roboflow/supervision
— We write your reusable computer vision tools. 💜
- 🔥7 | Firefox
Merges Support for Vulkan Video Decoding —
- 🔥7 | VibeOS: First ever
AI-native operating system —
- 🔥7 | Show
HN: Nightwatch, The open-source, read-only AI SRE —
- 🔥7 | How's
Linear so fast? A technical breakdown —
- 🔥7 | If LLMs
Have Human-Like Attributes, Then So Does Age of Empires II
—