2026-05-25

Denoise

The ecosystem is standardizing around Claude, with a rush to create and share structured 'skills' and agent orchestration frameworks.

Observe how developers are formalizing agent capabilities into shareable 'skills' and building frameworks, moving beyond simple prompts to create a structured ecosystem.

2026-05-252026-05-25T15:24:58Zrules v1Healthyrepos 45signals 45

Top 3 changes

  • anthropics/knowledge-work-plugins shows a platform owner (Anthropic) formalizing the community-led 'skills' trend.
  • Lum1104/Understand-Anything shows a shift in agent memory from simple storage to explorable knowledge graphs for code.
  • manaflow-ai/cmux shows the emergence of developer tools designed specifically for AI agents, not human users.

Strategic insights

#01A major platform consolidation is happening around Anthropic's Claude. The high volume of tools, wrappers, and skill libraries explicitly targeting Claude (e.g., garrytan/gstack, affaan-m/ECC, decolua/9router) suggests it's becoming a de facto standard for agent development.
#02The 'skill' is emerging as a new software primitive. Projects like mattpocock/skills and mukul975/Anthropic-Cybersecurity-Skills are creating a shareable, structured layer of agent capabilities, abstracting away raw prompting.
#03The developer toolchain is being rebuilt for an agent-first world. We see terminals for agents (manaflow-ai/cmux), devtools for agents (ChromeDevTools/chrome-devtools-mcp), and coordination platforms for agents (phodal/routa).
#04The 'Prompt & Skill Libraries' category is extremely noisy. Many trending repos are simple single-file prompt collections (e.g., multica-ai/andrej-karpathy-skills), indicating a low barrier to entry and a gold rush mentality with limited differentiation.
#05A parallel ecosystem of wrappers and proxies providing free access to paid models (decolua/9router, Alishahryar1/free-claude-code) continues to thrive, indicating persistent demand for circumventing API costs.

Trend tracking

Today

A surge of new projects, including the massive gainer `affaan-m/ECC` and `garrytan/gstack`, are dominating today's activity, alongside interest in `anthropics/claude-cookbooks`.

6 Strengthening · 2 Continuous · 9 First seen
Expand list (17)
ProjectYesterday ⭐Today ⭐ΔState
affaan-m/ECC192k🆕First seen
garrytan/gstack102k🆕First seen
anthropics/claude-cookbooks44k🆕First seen
paperless-ngx/paperless-ngx41k🆕First seen
moeru-ai/airi40k🆕First seen
Fincept-Corporation/FinceptTerminal24k🆕First seen
Leonxlnx/taste-skill19k🆕First seen
Lum1104/Understand-Anything24k30k+5862Strengthening
Axorax/awesome-free-apps4.3k🆕First seen
hardikpandya/stop-slop4.2k🆕First seen
colbymchenry/codegraph21k24k+3269Strengthening
rohitg00/ai-engineering-from-scratch15k18k+3185Strengthening
multica-ai/andrej-karpathy-skills151k154k+3046Continuous
anthropics/knowledge-work-plugins13k15k+1511Strengthening
mukul975/Anthropic-Cybersecurity-Skills7.9k8.9k+1032Strengthening
manaflow-ai/cmux19k19k+597Strengthening
shiyu-coder/Kronos26k26k+266Continuous

This week

New tools like `ChromeDevTools/chrome-devtools-mcp` are gaining traction, while the AI learning repository `Lum1104/Understand-Anything` demonstrates sustained interest across the week.

10 Strengthening · 3 Continuous · 5 First seen
Expand list (18)
ProjectYesterday ⭐Today ⭐ΔState
ChromeDevTools/chrome-devtools-mcp42k🆕First seen
wechat-article/wechat-article-exporter11k🆕First seen
presenton/presenton6.8k🆕First seen
Lum1104/Understand-Anything24k30k+5864Strengthening
colbymchenry/codegraph21k24k+3271Strengthening
rohitg00/ai-engineering-from-scratch15k18k+3185Strengthening
dograh-hq/dograh2.8k🆕First seen
obra/superpowers205k206k+1407Continuous
phodal/routa1.4k🆕First seen
Imbad0202/academic-research-skills20k21k+1006Strengthening
tinyhumansai/openhuman27k28k+828Strengthening
CloakHQ/CloakBrowser20k21k+788Strengthening
ruvnet/RuView65k66k+633Continuous
rohitg00/agentmemory17k18k+565Strengthening
supertone-inc/supertonic10k10k+383Strengthening
HKUDS/CLI-Anything40k40k+330Continuous
can1357/oh-my-pi6.9k7.2k+296Strengthening
cursor/plugins711776+65Strengthening

This month

AI educational repositories, notably `Lum1104/Understand-Anything` and `rohitg00/ai-engineering-from-scratch`, have cemented their positions with strong growth over the month.

4 Strengthening · 12 Continuous · 2 Stable · 2 First seen
Expand list (20)
ProjectYesterday ⭐Today ⭐ΔState
Lum1104/Understand-Anything30k🆕First seen
rohitg00/ai-engineering-from-scratch18k🆕First seen
colbymchenry/codegraph21k24k+3271Strengthening
multica-ai/andrej-karpathy-skills151k154k+3046Continuous
mattpocock/skills103k105k+1691Continuous
Imbad0202/academic-research-skills20k21k+1006Strengthening
CloakHQ/CloakBrowser20k21k+788Strengthening
Alishahryar1/free-claude-code29k30k+638Continuous
rohitg00/agentmemory17k18k+565Strengthening
TauricResearch/TradingAgents79k79k+332Stable
ruvnet/ruflo55k55k+298Continuous
addyosmani/agent-skills45k46k+279Continuous
anthropics/financial-services27k27k+265Continuous
AIDC-AI/Pixelle-Video19k20k+238Continuous
decolua/9router14k14k+225Continuous
yikart/AiToEarn16k16k+219Continuous
ComposioHQ/awesome-codex-skills11k12k+212Continuous
soxoj/maigret30k30k+165Continuous
mattpocock/sandcastle4.9k5.0k+105Continuous
bytedance/UI-TARS-desktop35k35k+100Stable

Categories· 8

Memory, RAG & Context(3)

The focus is shifting from generic vector stores to specialized knowledge graphs for code. Repos like Understand-Anything and codegraph aim to create structured, queryable representations of codebases to improve agent performance.

  • This tool converts code into an interactive knowledge graph for agents to query. Its trend highlights the move from simple RAG with text chunks to more structured, graph-based context to improve agent reasoning and reduce token usage.

    rising⭐ 30k
  • A local, pre-indexed code knowledge graph for AI coding agents. Similar to Understand-Anything, its rise indicates strong developer interest in optimizing agent performance by providing structured context instead of raw files, focusing on local execution and efficiency.

    rising⭐ 24k
  • A persistent memory library for AI agents. Its continued presence on the trend charts shows that providing agents with long-term memory remains a critical and unsolved problem that developers are actively trying to address.

    repeated⭐ 18k

Developer Tools & Productivity(5)

The trend is meta-tooling: tools built for AI agents or tools that use AI to automate complex tasks. cmux is a terminal for agents, while presenton is an AI presentation generator. Traditional developer productivity tools are absent.

  • An educational repository about building and shipping AI products. Its sustained popularity reflects a strong demand among developers for practical, hands-on knowledge to transition from using AI to building with AI.

    rising⭐ 18k
  • A terminal emulator for macOS designed with features for AI coding agents, like vertical tabs and notifications. This is a prime example of a new category of developer tools being built for an agent-first workflow.

    new⭐ 19k
  • A terminal application for financial market analysis. Its presence seems tied to the broader trend of AI in finance, potentially as a user interface for financial models or trading agents like TauricResearch/TradingAgents.

    new⭐ 24k
  • An open-source AI presentation generator, positioned as an alternative to commercial tools like Gamma. This fits a pattern of open-source projects emerging to replicate the functionality of successful AI-powered SaaS products.

    new⭐ 6.8k
  • A tool for batch downloading WeChat articles. This is a practical utility for a specific regional ecosystem, likely trending due to a userbase in Greater China needing to archive or analyze content from the platform.

    new⭐ 11k

Prompt & Skill Libraries(15)

This category is dominated by the 'Claude skills' gold rush. While Anthropic is providing official starting points (knowledge-work-plugins, claude-cookbooks), the community is flooding the space with single-file prompt collections of varying quality, showing a pattern of low-effort trend-chasing.

  • A collection of prompts from a well-known developer's personal configuration for Claude. Its popularity demonstrates the community's appetite for 'skill' sharing, even in its simplest form—a single file—kickstarting the broader trend of structured agent capabilities.

    cooling⭐ 105k
  • An official repository of plugins for Claude Cowork from Anthropic. This is a significant signal, as it shows the platform owner stepping in to formalize and structure the 'skills' ecosystem that the community has been building organically.

    new⭐ 15k
  • This repository from Anthropic, likely containing financial domain-specific examples or skills, has been trending for a while. It indicates a strategic focus by the model provider on high-value enterprise verticals.

    cooling⭐ 27k
  • A set of prompts structured as a 'skill' for Claude, tailored for academic research workflows. It's an example of the trend toward domain-specific skill creation, where users codify expert processes for agents.

    repeated⭐ 21k
  • A large collection of structured cybersecurity skills mapped to industry frameworks like MITRE ATT&CK. This demonstrates a more systematic approach to skill creation, moving beyond ad-hoc prompts to building comprehensive, standardized capability sets for agents.

    new⭐ 8.9k
  • A single markdown file of prompts for Claude based on Andrej Karpathy's advice. Its trendiness is driven by the author's reputation, but the repository itself is minimal, exemplifying the low-effort side of the 'skills' gold rush.

    repeated⭐ 154k
  • An official collection of recipes and notebooks from Anthropic for using Claude. Like their other repos, this is part of a platform play to educate developers and standardize best practices, helping to solidify their ecosystem.

    new⭐ 44k
  • A curated list of skills for Codex, another AI coding agent. Its presence indicates that the 'skill' abstraction is not limited to Claude and is becoming a common pattern across the agent ecosystem.

    cooling⭐ 12k
  • A prompt file intended to prevent AI from generating generic outputs. This repo is another example of a simple, single-file 'skill' that addresses a common user frustration with LLMs, highlighting the low barrier to contributing to this trend.

    new⭐ 19k
  • A standard 'awesome list' of free applications. Its appearance on a tech-focused trend list is likely noise, attracting stars from a general audience rather than indicating a specific development trend.

    new⭐ 4.3k
  • A skill file designed to remove common AI-like phrasing from generated text. It's another minimal, single-purpose prompt repo that is easy to create and share, contributing to the noise in the 'skills' category.

    new⭐ 4.2k
  • The plugin specification for the Cursor editor. As an AI-native editor, Cursor's formalization of its plugin system is a move to build a developer ecosystem around its specific agent-centric workflow.

    new⭐ 776
  • A repository with content about making money using AI. This is likely content marketing or a low-effort listicle that has gained traction through social sharing, not a significant technical project.

    cooling⭐ 16k
  • An opinionated tool stack for using Claude Code, curated by a prominent investor. The trend is driven by the author's influence and provides a pre-packaged setup, making it easy for others to adopt a specific, high-profile workflow.

    new⭐ 102k
  • A library of engineering-focused skills for coding agents from a well-regarded developer. This represents a more professional, curated approach to skill creation compared to the simpler prompt collections also trending.

    cooling⭐ 46k

Security & Reverse Engineering(2)

The two projects here serve agent-driven automation. CloakBrowser focuses on evading bot detection for scraping and other automated tasks, while maigret is a classic OSINT tool for automated information gathering.

  • A stealth version of Chromium designed to defeat bot detection. For AI agents that need to interact with the web, this is a critical piece of infrastructure for scraping data or performing actions without being blocked.

    repeated⭐ 21k
  • An open-source intelligence (OSINT) tool that gathers information on individuals from their usernames across thousands of sites. This tool is a staple for reconnaissance and can be automated as part of an agent's information-gathering toolkit.

    cooling⭐ 30k

AI Infra & Protocols(11)

This category shows a maturing ecosystem moving from single agents to multi-agent orchestration. Frameworks like ruflo and routa provide coordination layers, while projects like ECC and superpowers attempt to standardize agent development methodologies and performance.

  • A project aiming to create a private, powerful personal AI. It represents the ambition to build integrated, user-owned AI systems, contrasting with the many smaller tools and frameworks focused on specific agent tasks.

    new⭐ 28k
  • An 'agent harness' framework for optimizing AI agent performance across multiple platforms like Claude and Codex. It attempts to create a standardized layer for agent development, focusing on memory, security, and skills.

    new⭐ 192k
  • A multi-agent framework for financial trading. This is a domain-specific application of the broader multi-agent orchestration trend, showing how these concepts are being applied in high-stakes, specialized fields.

    cooling⭐ 79k
  • A proxy that routes API calls to free or cheaper AI model providers. Its popularity highlights the ongoing demand for cost-saving measures in AI development and the cat-and-mouse game between users and API providers.

    cooling⭐ 14k
  • A project aiming to make all command-line software 'agent-native'. This is a foundational infrastructure play to bridge the gap between existing software and the new world of AI agents by creating a universal interface.

    new⭐ 40k
  • An agentic skills framework and development methodology. Unlike simple prompt lists, this project attempts to formalize the entire process of building with agents, indicating a move towards more structured and repeatable engineering practices.

    new⭐ 206k
  • An orchestration platform for multi-agent systems, particularly for Claude. Its features for deploying swarms and coordinating workflows reflect the increasing complexity of agent-based applications, moving beyond single-agent execution.

    cooling⭐ 55k
  • A multi-agent coordination platform centered around a shared workspace and Kanban board. It provides a human-centric UI for managing complex agent workflows, addressing the orchestration challenges in AI development.

    new⭐ 1.4k
  • An open-source multimodal AI agent stack from ByteDance. The involvement of a major tech company indicates serious investment in building comprehensive, open platforms for agent development that connect various models and infrastructure.

    cooling⭐ 35k
  • A version of Chrome DevTools specifically for coding agents. This is a fascinating signal that the tooling ecosystem is adapting to a future where the primary user of a developer tool might be an AI, not a human.

    new⭐ 42k
  • A library for orchestrating sandboxed coding agents in TypeScript. Coming from a prominent developer, it addresses the critical security and isolation concerns of running code generated by AI agents.

    cooling⭐ 5.0k

On-device & Multimodal AI(6)

This category highlights AI applications beyond text and vision. RuView uses WiFi for spatial sensing, and supertonic provides on-device voice synthesis, showing a diversification into alternative sensor modalities and edge processing.

  • A project that uses WiFi signals for spatial intelligence and presence detection without cameras. It represents a move towards unconventional, privacy-preserving sensor data for AI applications, moving beyond traditional vision and audio inputs.

    new⭐ 66k
  • An on-device, multilingual text-to-speech engine running via ONNX. Its trend reflects the increasing demand for high-performance, private, and local AI capabilities, especially for voice interfaces in applications.

    new⭐ 10k
  • A self-hosted document management system that scans, indexes, and archives physical documents. Its popularity shows a strong interest in applying AI for practical, personal organization tasks beyond just developer-focused problems.

    new⭐ 41k
  • An automated short video generation engine using AI. This project targets the creator economy, applying generative AI to automate content production, a domain with significant commercial interest.

    cooling⭐ 20k
  • An open-source platform for voice agents. This suggests a growing ecosystem around building conversational AI that is not tied to big tech platforms, enabling developers to create custom, self-hosted voice experiences.

    new⭐ 2.8k
  • A self-hosted AI companion project focused on creating 'waifu' personalities. While niche, it represents an intersection of open-source AI, gaming culture, and the desire for personalized, privately-owned AI companions.

    new⭐ 40k

AI Coding Tools & Agents(2)

This category contains direct agent implementations. oh-my-pi is a terminal-based coding agent, representing a practical application of the broader agent infra trends. The other, free-claude-code, is a wrapper for free API access, a common pattern.

  • A terminal-based AI coding agent with a sophisticated tool harness. It's a practical implementation of the agent frameworks seen elsewhere, showing what a polished, developer-focused agent can look like in a core developer environment.

    new⭐ 7.2k
  • A project providing free access to the Claude Code model via various interfaces. Its continued popularity underscores the high demand for powerful coding models and the community's persistent efforts to circumvent paywalls.

    cooling⭐ 30k

ML & GPU Infrastructure(1)

The single entry, Kronos, points towards the development of highly specialized, domain-specific foundation models. This suggests a move away from general-purpose models towards fine-tuned models for high-value verticals like finance.

  • A foundation model specifically for financial markets. Its appearance indicates a trend towards specialized, domain-specific models trained on proprietary data, which can potentially outperform general models in high-value, niche applications.

    new⭐ 26k

Recent reports

  • 2026-06-03

    generated 2026-06-03T17:05:52Z · rules v1 · repos 45 · signals 45

  • 2026-06-02

    generated 2026-06-02T16:49:13Z · rules v1 · repos 43 · signals 43

  • 2026-06-01

    generated 2026-06-01T17:57:29Z · rules v1 · repos 44 · signals 44

  • 2026-05-31

    generated 2026-05-31T14:03:33Z · rules v1 · repos 44 · signals 44

  • 2026-05-30

    generated 2026-05-30T13:57:40Z · rules v1 · repos 48 · signals 48

  • 2026-05-29

    generated 2026-05-29T16:02:16Z · rules v1 · repos 46 · signals 46

  • 2026-05-28

    generated 2026-05-28T16:19:16Z · rules v1 · repos 48 · signals 48

  • 2026-05-27

    generated 2026-05-27T16:04:14Z · rules v1 · repos 45 · signals 45

  • 2026-05-26

    generated 2026-05-26T16:01:07Z · rules v1 · repos 45 · signals 45

  • 2026-05-25 · current

    generated 2026-05-25T15:24:58Z · rules v1 · repos 45 · signals 45

  • 2026-05-24

    generated 2026-05-24T13:51:52Z · rules v1 · repos 43 · signals 43

  • 2026-05-23

    generated 2026-05-23T13:55:04Z · rules v1 · repos 42 · signals 42

  • 2026-05-22

    generated 2026-05-22T14:56:21Z · rules v1 · repos 40 · signals 40

  • 2026-05-21

    generated 2026-05-21T15:46:27Z · rules v1 · repos 41 · signals 41

  • 2026-05-20

    generated 2026-05-20T15:48:11Z · rules v1 · repos 36 · signals 36

  • 2026-05-19

    generated 2026-05-19T15:42:42Z · rules v1 · repos 37 · signals 37

  • 2026-05-18

    generated 2026-05-18T15:51:10Z · rules v1 · repos 39 · signals 39

  • 2026-05-17

    generated 2026-05-17T13:49:34Z · rules v1 · repos 45 · signals 45

  • 2026-05-16

    generated 2026-05-16T13:49:33Z · rules v1 · repos 34 · signals 34

  • 2026-05-15

    generated 2026-05-15T14:26:57Z · rules v1 · repos 38 · signals 38

  • 2026-05-14

    generated 2026-05-14T14:32:26Z · rules v1 · repos 42 · signals 42

  • 2026-05-13

    generated 2026-05-13T14:53:18Z · rules v1 · repos 44 · signals 44

  • 2026-05-12

    generated 2026-05-12T14:42:52Z · rules v1 · repos 36 · signals 36

  • 2026-05-11 · fallback

    generated 2026-05-11T15:30:34Z · rules v1 · repos 40 · signals 40

  • 2026-05-10

    generated 2026-05-10T13:46:39Z · rules v1 · repos 37 · signals 37

  • 2026-05-09

    generated 2026-05-09T13:43:42Z · rules v1 · repos 40 · signals 40

  • 2026-05-08

    generated 2026-05-08T14:08:16Z · rules v1 · repos 38 · signals 38

  • 2026-05-07

    generated 2026-05-07T14:38:09Z · rules v1 · repos 37 · signals 37

  • 2026-05-06

    generated 2026-05-06T14:34:27Z · rules v1 · repos 36 · signals 36

  • 2026-05-04

    generated 2026-05-04T14:22:31Z · rules v1 · repos 36 · signals 36

  • 2026-05-03

    generated 2026-05-03T13:40:38Z · rules v1 · repos 29 · signals 29

  • 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

  • 2026-04-30

    generated 2026-04-30T14:19:05Z · rules v1 · repos 36 · signals 36

  • 2026-04-29

    generated 2026-04-29T14:23:30Z · rules v1 · repos 36 · signals 36

  • 2026-04-28

    generated 2026-04-28T14:34:52Z · rules v1 · repos 37 · signals 37

  • 2026-04-27

    generated 2026-04-27T14:20:15Z · rules v1 · repos 38 · signals 38

  • 2026-04-26

    generated 2026-04-26T13:24:10Z · rules v1 · repos 37 · signals 37

  • 2026-04-25

    generated 2026-04-25T13:22:57Z · rules v1 · repos 41 · signals 41

  • 2026-04-24

    generated 2026-04-24T13:58:04Z · rules v1 · repos 40 · signals 40

  • 2026-04-23

    generated 2026-04-23T14:04:35Z · rules v1 · repos 43 · signals 43

  • 2026-04-22

    generated 2026-04-22T14:02:49Z · rules v1 · repos 41 · signals 41

  • 2026-04-21

    generated 2026-04-22T07:58:11Z · rules v1 · repos 40 · signals 40

  • 2026-04-20

    generated 2026-04-21T09:23:28Z · rules v1 · repos 40 · signals 40

  • 2026-04-19

    generated 2026-04-19T08:51:11Z · rules v1 · repos 36 · signals 36

  • 2026-04-18

    generated 2026-04-18T08:45:02Z · rules v1 · repos 39 · signals 39

  • 2026-04-17

    generated 2026-04-17T09:14:47Z · rules v1 · repos 40 · signals 40

  • 2026-04-03

    generated 2026-05-13T03:24:00Z · rules v1 · repos 26 · signals 26

  • 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