Denoise · 2026-10-03

Denoise

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

跨周期持续信号

Other(19)

  • paperclipai/paperclip

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

    repeated⭐ 97k
  • 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⭐ 47k
  • 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
  • Effect-TS/effect

    Build production-ready applications in TypeScript Worth tracking because its momentum is strengthening.

    rising⭐ 17k
  • rohitg00/ai-engineering-from-scratch

    Learn it. Build it. Ship it for others.

    new⭐ 63k
  • Panniantong/Agent-Reach

    Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees. Worth tracking because its momentum is strengthening.

    rising⭐ 90k
  • pingdotgg/t3code

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

    new⭐ 25k
  • vercel/next.js

    The React Framework

    new⭐ 143k
  • anthropics/financial-services

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

    cooling⭐ 39k
  • cloudflare/cloudflare-os

    Agent workspace built on Cloudflare Workers for creating documents, building apps, and running agents with your company’s context and systems.

    new⭐ 10k
  • 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⭐ 77k
  • flutter/flutter

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

    new⭐ 179k
  • TencentCloud/Octop

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

    repeated⭐ 6.5k
  • agent-substrate/substrate

    Agent Substrate: the core system

    cooling⭐ 4.2k
  • getsentry/sentry

    Developer-first error tracking and performance monitoring

    new⭐ 45k
  • HunxByts/GhostTrack

    Useful tool to track location or mobile number

    new⭐ 17k
  • OpenCut-app/OpenCut

    The open-source CapCut alternative

    new⭐ 91k
  • anthropics/knowledge-work-plugins

    Open source repository of plugins primarily intended for knowledge workers to use in Claude Cowork

    cooling⭐ 26k
  • max-sixty/worktrunk

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

    cooling⭐ 8.7k

AI Infra & Protocols(2)

  • pbakaus/impeccable

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

    rising⭐ 75k
  • NVIDIA/OpenShell

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

    cooling⭐ 15k

AI Coding Tools & Agents(18)

  • 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⭐ 153k
  • 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. Worth noting because it keeps showing up across spans.

    repeated⭐ 272k
  • 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⭐ 52k
  • ayghri/i-have-adhd

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

    cooling⭐ 53k
  • JuliusBrussee/caveman

    🪨 why use many token when few token do trick. Viral skill + proxy for coding agents that cuts 65% of tokens by talking like a caveman.

    new⭐ 109k
  • 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⭐ 56k
  • thedotmack/claude-mem

    Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More

    new⭐ 95k
  • 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
  • addyosmani/agent-skills

    Production-grade engineering skills for AI coding agents.

    new⭐ 101k
  • 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. Worth noting because it keeps showing up across spans.

    repeated⭐ 149k
  • earendil-works/pi

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

    new⭐ 112k
  • harry0703/MoneyPrinterTurbo

    利用 AI 大模型和自动化工作流，根据主题或关键词一键生成高清短视频。Generate HD short videos from a topic or keyword with an automated AI workflow.

    new⭐ 128k
  • pablostanley/yoinks

    yoink any video from your terminal. no shady ads.

    new⭐ 3.7k
  • meituan-longcat/LongCat-Video

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

    new⭐ 8.7k
  • cursor/plugins

    Cursor plugin specification and official plugins

    cooling⭐ 9.6k
  • 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
  • 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

Memory, RAG & Context(3)

  • vectorize-io/hindsight

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

    repeated⭐ 45k
  • 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
  • jamwithai/production-agentic-rag-course

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

    new⭐ 9.3k

Prompt & Skill Libraries(3)

  • obra/superpowers

    An agentic skills framework & software development methodology that works.

    new⭐ 295k
  • mattpocock/skills

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

    new⭐ 275k
  • humanlayer/skills

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

    cooling⭐ 4.9k

ML & GPU Infrastructure(4)

  • tile-ai/tilelang

    Domain-specific language designed to streamline the development of high-performance GPU/CPU/Accelerators kernels

    new⭐ 8.3k
  • longbridge/gpui-kit

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

    new⭐ 16k
  • pytorch/pytorch

    Tensors and Dynamic neural networks in Python with strong GPU acceleration

    new⭐ 104k
  • trycua/cua

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

    cooling⭐ 28k
2026-10-032026-10-03T16:06:50Zrules v1Fallbackrepos 49signals 0

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

Recent reports

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  • 2026-05-11 · fallback

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  • 2026-04-02 · degraded

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  • 2026-04-01 · fallback

    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