Denoise · 2026-10-01

Denoise

Today's report is available with rules-only fallback because AI assistance was unavailable.

跨周期持续信号

AI Infra & Protocols(3)

  • NVIDIA/OpenShell

    OpenShell is the safe, private runtime for autonomous AI agents.

    new⭐ 14k
  • firebase/firebase-ios-sdk

    Firebase SDK for Apple App Development

    new⭐ 6.8k
  • pbakaus/impeccable

    The design language that makes your AI harness better at design. Worth tracking because its momentum is strengthening.

    rising⭐ 73k

ML & GPU Infrastructure(3)

  • tile-ai/tilelang

    Domain-specific language designed to streamline the development of high-performance GPU/CPU/Accelerators kernels Worth tracking because its momentum is strengthening.

    rising⭐ 8.0k
  • trycua/cua

    Scale computer-use 2.0 with open-source drivers, cross-OS fleets, and benchmarks for training, evaluation, and data generation.

    cooling⭐ 28k
  • longbridge/gpui-kit

    Rust GUI components for building fantastic cross-platform desktop application by using GPUI.

    cooling⭐ 15k

AI Coding Tools & Agents(19)

  • DietrichGebert/ponytail

    Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote. Worth noting because it keeps showing up across spans.

    repeated⭐ 150k
  • debpalash/VoiceStudio

    VoiceStudio is the open-source, fully-local ElevenLabs alternative — voice cloning, voice design, video dubbing, dictation, transcription & audiobook creation in 646 languages.

    new⭐ 51k
  • affaan-m/ECC

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

    cooling⭐ 271k
  • ayghri/i-have-adhd

    A skill to stop your coding agent from burying the answer. ADHD-friendly output.

    cooling⭐ 53k
  • mvschwarz/openrig

    Build your own network of agents from Claude Code, Codex and Pi: persistent teams with roles, shared context and owned work.

    new⭐ 3.5k
  • cursor/plugins

    Cursor plugin specification and official plugins Worth noting because it keeps showing up across spans.

    repeated⭐ 9.3k
  • mksglu/context-mode

    Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and enforces routing across 17 platforms via MCP + hooks. Worth noting because it keeps showing up across spans.

    repeated⭐ 25k
  • heygen-com/hyperframes

    Write HTML. Render video. Built for agents. Worth noting because it keeps showing up across spans.

    repeated⭐ 55k
  • alirezarezvani/claude-skills

    380 Claude Code skills & agent skills & plugins (30+ Agents, 70+ custom commands, 380+ skills, customizable references, scripts)for Claude Code, Codex, Gemini CLI, Cursor, and 8 more coding agents — engineering, marketing, product, compliance, C-level advisory, research, business operations, commercial & finance, and your daily productivity skills.

    new⭐ 27k
  • earendil-works/pi

    AI agent toolkit: unified LLM API, agent loop, TUI, coding agent CLI

    new⭐ 111k
  • davila7/claude-code-templates

    CLI tool for configuring and monitoring Claude Code

    new⭐ 32k
  • pablostanley/yoinks

    yoink any video from your terminal. no shady ads.

    new⭐ 2.8k
  • anthropics/claude-code

    Claude Code is an agentic coding tool that lives in your terminal, understands your codebase, and helps you code faster by executing routine tasks, explaining complex code, and handling git workflows - all through natural language commands.

    cooling⭐ 149k
  • dream-num/univer

    The Office Harness for AI Agents — Spreadsheets, Docs, Slides, Canvas, Relational Tables, and PDF in one runtime.

    new⭐ 22k
  • FxEmbed/FxEmbed

    Fix X/Twitter and Bluesky embeds! Use multiple images, videos, polls, translations and more on Discord, Telegram and others

    new⭐ 5.6k
  • androoAGI/starnet

    A living pixel-art station where real AI agents do real work. Local-first desktop agent harness - bring your own key, watch your crew actually run.

    new⭐ 832
  • THU-MAIC/OpenMAIC

    Open Multi-Agent Interactive Classroom — Get an immersive, multi-agent learning experience in just one click

    cooling⭐ 40k
  • NVIDIA/SkillSpector

    Security scanner for AI agent skills. Detect vulnerabilities, malicious patterns, security risks, prompt injection, data exfiltration, and supply-chain risks in Claude Code, Codex, and MCP skills before you install them.

    cooling⭐ 19k
  • tashfeenahmed/freellmapi

    7.4 billion tokens per month. 34 free LLM providers. 635 free model endpoints. All behind one /v1 endpoint, plus any custom OpenAI-compatible endpoint. Smart routing, automatic failover, encrypted keys. Personal experimentation only.

    cooling⭐ 30k

Other(18)

  • paperclipai/paperclip

    The open-source app everyone uses to manage agents at work Worth noting because it keeps showing up across spans.

    repeated⭐ 96k
  • bilawalsidhu/gods-eye-view

    A spy satellite simulator in your browser, except the data is real. Live open source spatial intelligence on a photorealistic 3D globe.

    cooling⭐ 46k
  • alibaba/open-code-review

    Secure, fast, efficient, battle-tested at Alibaba's scale. Hybrid architecture code review tool: deterministic pipelines + LLM Agent, precise line-level comments, built-in multi-language ruleset (NPE, thread-safety, XSS, SQL injection), OpenAI & Anthropic compatible.

    cooling⭐ 43k
  • rohitg00/ai-engineering-from-scratch

    Learn it. Build it. Ship it for others.

    new⭐ 62k
  • anthropics/financial-services

    Worth a quick look today because it surfaced clearly in the trend pipeline.

    repeated⭐ 38k
  • vercel/next.js

    The React Framework

    new⭐ 143k
  • tt-a1i/archify

    Agent skill for beautiful, verifiable architecture, workflow, sequence, data-flow, and lifecycle diagrams—self-contained HTML with motion and crisp export.

    cooling⭐ 76k
  • superdesigndev/treg

    OpenRouter for agent tools. Join community here: https://discord.gg/6mQYYfFMAn

    cooling⭐ 4.0k
  • HKUDS/CLI-Anything

    "CLI-Anything: Making ALL Software Agent-Native" -- CLI-Hub: https://clianything.cc/

    new⭐ 51k
  • TencentCloud/Octop

    A smarter, self-hosted AI assistant — multi-user, multi-agent. Worth noting because it keeps showing up across spans.

    repeated⭐ 6.2k
  • agent-substrate/substrate

    Agent Substrate: the core system

    new⭐ 4.1k
  • HunxByts/GhostTrack

    Useful tool to track location or mobile number

    new⭐ 16k
  • anthropics/claude-code-action

    Worth a quick look today because it surfaced clearly in the trend pipeline.

    new⭐ 9.3k
  • Friedrich-M/UniMate

    [SIGGRAPH Asia 2026] UniMate: One Unified Model to Animate Diverse Skeletons

    new⭐ 1.0k
  • fmtlib/fmt

    A modern formatting library

    cooling⭐ 26k
  • flutter/flutter

    Flutter makes it easy and fast to build beautiful apps for mobile and beyond

    new⭐ 179k
  • jingyaogong/minimind

    🧠 Train a 64M-parameter LLM from scratch in just 2h!

    cooling⭐ 63k
  • max-sixty/worktrunk

    Worktrunk is a CLI for Git worktree management, designed for parallel AI agent workflows

    cooling⭐ 8.6k

Memory, RAG & Context(2)

  • vectorize-io/hindsight

    Hindsight: Agent Memory That Learns Worth noting because it keeps showing up across spans.

    repeated⭐ 44k
  • Tencent/WeKnora

    Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki.

    cooling⭐ 32k

Prompt & Skill Libraries(2)

  • mattpocock/skills

    Skills for Real Engineers. Straight from my .agents directory.

    new⭐ 274k
  • obra/superpowers

    An agentic skills framework & software development methodology that works.

    new⭐ 294k
2026-10-012026-10-01T18:21:30Zrules v1Fallbackrepos 47signals 0

Note: AI assist failed, rules-only fallback was used.

Recent reports

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    generated 2026-04-03T19:29:39Z · rules v1 · repos 26 · signals 26

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    generated 2026-04-03T19:29:39Z · rules v1 · repos 26 · signals 26

  • 1900-01-02 · degraded

    generated 2026-06-22T02:57:11Z · rules v1 · repos 26 · signals 0

  • 1900-01-01

    generated 2026-05-01T12:00:00Z · rules v2-phase2-fixture · repos 6 · signals 3