Denoise · 2026-10-14

Denoise

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

跨周期持续信号

Security & Reverse Engineering(3)

  • Reverse engineer anything with agents, from app behavior down to native binaries. Worth tracking because its momentum is strengthening.

    rising⭐ 234k
  • Fully autonomous AI Agents system capable of performing complex penetration testing tasks

    new⭐ 29k
  • Ghidra is a software reverse engineering (SRE) framework Worth tracking because its momentum is strengthening.

    rising⭐ 87k

On-device & Multimodal AI(3)

  • VoiceStudio is the open-source, fully-local ElevenLabs alternative — voice cloning, voice design, video dubbing, dictation, transcription & audiobook creation in 646 languages. Worth noting because it keeps showing up across spans.

    repeated⭐ 66k
  • Write HTML. Render video. Built for agents. Worth noting because it keeps showing up across spans.

    repeated⭐ 63k
  • Give your agent CAD superpowers.

    new⭐ 20k

Memory, RAG & Context(4)

  • 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⭐ 29k
  • Hindsight: Agent Memory That Learns

    cooling⭐ 50k
  • 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⭐ 101k
  • Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki.

    cooling⭐ 34k

AI Infra & Protocols(6)

  • The open-source app everyone uses to manage agents at work

    cooling⭐ 102k
  • "CLI-Anything: Making ALL Software Agent-Native" -- CLI-Hub: https://clianything.cc/

    new⭐ 52k
  • The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

    cooling⭐ 279k
  • Agent Substrate: the core system

    cooling⭐ 5.1k
  • OpenShell is the safe, private runtime for autonomous AI agents.

    cooling⭐ 16k
  • A smarter, self-hosted AI assistant — multi-user, multi-agent.

    cooling⭐ 9.3k

Developer Tools & Productivity(14)

  • Tool for automatic PS5 executables porting to Linux and Windows

    new⭐ 37k
  • Worth a quick look today because it surfaced clearly in the trend pipeline.

    cooling⭐ 40k
  • Node Version Manager - POSIX-compliant bash script to manage multiple active node.js versions.

    new⭐ 95k
  • A native, user-mode, multi-process, graphical debugger.

    new⭐ 8.5k
  • Next generation e2e testing framework for web and mobile apps.

    new⭐ 10k
  • Independent Auditing of AI Agents. Run by human or the agent itself, to answer the most crucial question in the AI Agent Economy. Is the agent doing what is supposed to do? With iFixAi you can have this answer in less than 120 seconds.

    new⭐ 27k
  • Empowering everyone to build reliable and efficient software.

    new⭐ 120k
  • Cross-platform Xcode replacement. Build and deploy iOS apps with SwiftPM on Linux, Windows, macOS.

    new⭐ 10k
  • WinUI app for building smaller, customized Windows 11 images.

    new⭐ 20k
  • Flutter makes it easy and fast to build beautiful apps for mobile and beyond

    new⭐ 180k
  • 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⭐ 35k
  • Learn AI Engineering! Learn it. Build it. Ship it for others.

    cooling⭐ 69k
  • Rust GUI components for building fantastic cross-platform desktop application by using GPUI.

    cooling⭐ 17k
  • A terminal window manager that knows what your agents are doing. Tiling panes, workspaces, sessions that survive restarts, and one Inbox for every coding agent.

    cooling⭐ 5.3k

Prompt & Skill Libraries(7)

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

    new⭐ 291k
  • Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 250,000+ scientists worldwide. 177 ready-to-use validated skills plus 100+ scientific databases covering biology, chemistry, medicine, and drug discovery. Compatible with Cursor, Claude Code, Codex, Pi, Antigravity, and the open Agent Skills standard.

    new⭐ 49k
  • Editorial diagram design for Claude Code, Codex, GitHub Copilot, Cursor, Factory Droid, and Pi. 44 diagram types. Self-contained HTML + SVG. No shadows. No Mermaid slop.

    new⭐ 55k
  • Open source repository of plugins primarily intended for knowledge workers to use in Claude Cowork

    cooling⭐ 30k
  • SwiftUI agent skill for Claude Code, Codex, and other AI tools.

    new⭐ 5.9k
  • Production-grade engineering skills for AI coding agents.

    cooling⭐ 107k
  • Cursor plugin specification and official plugins

    cooling⭐ 11k

AI Coding Tools & Agents(2)

  • 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⭐ 47k
  • 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⭐ 151k

ML & GPU Infrastructure(1)

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

    cooling⭐ 30k

Trend tracking

Today

4 Strengthening · 8 First seen
Expand list (12)
ProjectYesterday ⭐Today ⭐ΔState
rust-lang/rust—120k—🆕First seen
nvm-sh/nvm—95k—🆕First seen
NationalSecurityAgency/ghidra—87k—🆕First seen
HKUDS/CLI-Anything—52k—🆕First seen
K-Dense-AI/scientific-agent-skills—49k—🆕First seen
morluto/rea201k234k+33347⬆Strengthening
vxcontrol/pentagi—29k—🆕First seen
ifixai-ai/iFixAi—27k—🆕First seen
ntdevlabs/tiny11builder—20k—🆕First seen
debpalash/VoiceStudio63k66k+2891⬆Strengthening
xtool-org/xtool9.1k10k+1306⬆Strengthening
mksglu/context-mode28k29k+844⬆Strengthening

This week

2 Strengthening · 5 Continuous · 2 Stable · 3 First seen
Expand list (12)
ProjectYesterday ⭐Today ⭐ΔState
morluto/rea—234k—🆕First seen
NationalSecurityAgency/ghidra—87k—🆕First seen
twostraws/SwiftUI-Agent-Skill—5.9k—🆕First seen
boykopovar/AnyPS535k37k+1851⬆Strengthening
mattpocock/skills289k291k+1517↗Continuous
cathrynlavery/diagram-design54k55k+1307↗Continuous
heygen-com/hyperframes63k63k+928↗Continuous
tester-army/e2e10k10k+396⬆Strengthening
earthtojake/text-to-cad20k20k+339↗Continuous
thedotmack/claude-mem100k101k+313→Stable
EpicGames/raddebugger8.5k8.5k+47↗Continuous
flutter/flutter180k180k+46→Stable

This month

2 Strengthening · 13 Continuous · 6 Stable · 1 First seen
Expand list (22)
ProjectYesterday ⭐Today ⭐ΔState
Gaurav-Gosain/tuios—5.3k—🆕First seen
debpalash/VoiceStudio63k66k+2894⬆Strengthening
NationalSecurityAgency/ghidra86k87k+953↗Continuous
heygen-com/hyperframes63k63k+928↗Continuous
mksglu/context-mode28k29k+845⬆Strengthening
affaan-m/ECC278k279k+702→Stable
tashfeenahmed/freellmapi35k35k+562↗Continuous
paperclipai/paperclip101k102k+533↗Continuous
addyosmani/agent-skills106k107k+456→Stable
rohitg00/ai-engineering-from-scratch69k69k+446↗Continuous
vectorize-io/hindsight49k50k+423↗Continuous
alibaba/open-code-review47k47k+275↗Continuous
longbridge/gpui-kit17k17k+237↗Continuous
Tencent/WeKnora34k34k+216↗Continuous
TencentCloud/Octop9.1k9.3k+190↗Continuous
anthropics/claude-code151k151k+187→Stable
cursor/plugins11k11k+145↗Continuous
anthropics/financial-services40k40k+139→Stable
anthropics/knowledge-work-plugins30k30k+132→Stable
NVIDIA/OpenShell16k16k+122↗Continuous
trycua/cua30k30k+110→Stable
agent-substrate/substrate5.0k5.1k+101↗Continuous
2026-10-142026-10-14T17:00:09Zrules v1Fallbackrepos 40signals 0

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

Recent reports

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    generated 2026-08-20T13:03:24Z · rules v1 · repos 47 · signals 0

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    generated 2026-07-29T14:25:31Z · rules v1 · repos 55 · signals 0

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    generated 2026-07-26T13:45:20Z · rules v1 · repos 52 · signals 0

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  • 2026-05-11 · fallback

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  • 2026-05-03

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  • 2026-05-02 · fallback

    generated 2026-05-02T13:39:14Z · rules v1 · repos 30 · signals 30

  • 2026-05-01 · fallback

    generated 2026-05-01T13:46:05Z · rules v1 · repos 32 · signals 32

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  • 2026-04-17

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  • 2026-04-03

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  • 2026-04-02 · degraded

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

  • 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