2026-05-27

Denoise

The ecosystem is standardizing around Claude, with developers creating structured "skills" and agent harnesses instead of just writing ad-hoc prompts.

Today's trend is not about new models, but the engineering discipline emerging around them, particularly the componentization of agent capabilities for Claude.

2026-05-272026-05-27T16:04:14Zrules v1Healthyrepos 45signals 45

Top 3 changes

  • harry0703/MoneyPrinterTurbo shows the continued drive to automate high-value content creation, in this case, short-form video.
  • hardikpandya/stop-slop reveals a counter-trend: as AI generates more content, tools emerge to remove the AI's generic linguistic tells.
  • obra/superpowers demonstrates the maturation of prompt engineering into a formal software development methodology for building AI agents.

Strategic insights

#01A de facto agent development stack is forming around Anthropic's Claude, evidenced by numerous tools like ECC, jcode, and ruflo all targeting 'Claude Code'.
#02The concept of a 'skill' file (e.g., stop-slop, taste-skill, academic-research-skills) is becoming a dominant abstraction for packaging agent capabilities, moving beyond simple prompt lists.
#03A tension exists between AI content generation (MoneyPrinterTurbo, ViMax) and AI content refinement (stop-slop, taste-skill), signaling a new market for quality control in automated content.
#04Agent orchestration is a growing category, with frameworks like ECC and can1357/oh-my-pi focusing on the infrastructure for running agents, not just the agents themselves.
#05There's significant noise from non-code repositories trending, such as byoungd/English-level-up-tips, which are essentially markdown files of notes rather than software projects.

Trend tracking

Today

New projects dominate today's momentum, led by a massive surge from `obra/superpowers` and significant initial interest in `harry0703/MoneyPrinterTurbo`.

6 Strengthening · 3 Continuous · 7 First seen
Expand list (16)
ProjectYesterday ⭐Today ⭐ΔState
obra/superpowers209k🆕First seen
harry0703/MoneyPrinterTurbo61k🆕First seen
byoungd/English-level-up-tips46k🆕First seen
moeru-ai/airi40k🆕First seen
shiyu-coder/Kronos27k🆕First seen
p-e-w/heretic22k🆕First seen
iii-hq/iii17k🆕First seen
Lum1104/Understand-Anything35k39k+4249Strengthening
Leonxlnx/taste-skill21k24k+2811Strengthening
DigitalPlatDev/FreeDomain167k169k+1931Continuous
affaan-m/ECC194k196k+1861Continuous
mukul975/Anthropic-Cybersecurity-Skills9.8k11k+880Strengthening
Axorax/awesome-free-apps5.1k5.7k+658Strengthening
hardikpandya/stop-slop4.8k5.5k+656Strengthening
anthropics/knowledge-work-plugins16k17k+635Strengthening
twentyhq/twenty47k47k+504Continuous

This week

`harry0703/MoneyPrinterTurbo` shows strong momentum as a newcomer, while `Lum1104/Understand-Anything` demonstrates persistent growth across the week.

7 Strengthening · 7 Continuous · 5 First seen
Expand list (19)
ProjectYesterday ⭐Today ⭐ΔState
harry0703/MoneyPrinterTurbo61k🆕First seen
aiming-lab/AutoResearchClaw13k🆕First seen
mukul975/Anthropic-Cybersecurity-Skills11k🆕First seen
rmyndharis/OpenWA6.6k🆕First seen
hardikpandya/stop-slop5.5k🆕First seen
Lum1104/Understand-Anything35k39k+4250Strengthening
colbymchenry/codegraph27k29k+2293Strengthening
rohitg00/ai-engineering-from-scratch20k22k+1727Strengthening
anthropics/knowledge-work-plugins16k17k+635Strengthening
Imbad0202/academic-research-skills22k23k+617Continuous
tinyhumansai/openhuman28k29k+548Continuous
rohitg00/agentmemory18k19k+404Continuous
ruvnet/RuView66k67k+390Continuous
can1357/oh-my-pi7.5k7.8k+310Strengthening
dograh-hq/dograh3.2k3.4k+198Strengthening
HKUDS/ViMax7.6k7.8k+156Continuous
supertone-inc/supertonic11k11k+156Continuous
humanlayer/12-factor-agents22k23k+129Continuous
cursor/plugins884966+82Strengthening

This month

Newcomer `warpdotdev/warp` established a strong monthly presence, while projects like `Lum1104/Understand-Anything` show sustained, long-term accumulation.

3 Strengthening · 12 Continuous · 3 Stable · 3 First seen
Expand list (21)
ProjectYesterday ⭐Today ⭐ΔState
warpdotdev/warp60k🆕First seen
HKUDS/ViMax7.8k🆕First seen
1jehuang/jcode6.6k🆕First seen
Lum1104/Understand-Anything35k39k+4250Strengthening
colbymchenry/codegraph27k29k+2293Strengthening
multica-ai/andrej-karpathy-skills157k159k+1949Continuous
rohitg00/ai-engineering-from-scratch20k22k+1726Strengthening
mattpocock/skills107k108k+1596Continuous
Imbad0202/academic-research-skills22k23k+617Continuous
rohitg00/agentmemory18k19k+404Continuous
CloakHQ/CloakBrowser21k22k+377Continuous
anthropics/financial-services28k28k+363Continuous
TauricResearch/TradingAgents80k80k+355Stable
ruvnet/ruflo55k56k+332Continuous
decolua/9router14k15k+213Continuous
AIDC-AI/Pixelle-Video20k20k+181Continuous
yikart/AiToEarn17k17k+154Continuous
bytedance/UI-TARS-desktop35k35k+154Stable
soxoj/maigret30k31k+133Stable
mattpocock/sandcastle5.1k5.2k+91Continuous
LearningCircuit/local-deep-research8.0k8.0k+51Continuous

Categories· 5

AI Coding Tools & Agents(19)

This category is heavily saturated with tools and frameworks specifically designed to enhance or manage Claude-based coding agents. The focus has shifted from individual agent projects to building the surrounding ecosystem of harnesses, memory systems, and skillsets.

  • An application for one-click short video generation using LLMs. It represents the trend of applying generative AI to automate high-value content creation, specifically targeting the lucrative short-form video market. It's an example of a complete, productized AI application.

    rising⭐ 61k
  • Provides a pre-indexed knowledge graph of codebases for various AI coding agents. This is an optimization layer aiming to reduce token usage and API calls by giving agents better context, reflecting a maturing focus on agent efficiency.

    repeated⭐ 29k
  • A tool that converts code into an interactive knowledge graph for exploration and querying. Like codegraph, it aims to improve code comprehension for both humans and AI agents, targeting the popular Claude and Gemini models.

    rising⭐ 39k
  • An agent 'harness' system focused on performance optimization. It's part of a wave of projects building meta-frameworks for agents, providing structure for skills, memory, and security rather than being an agent itself. Heavily targets the Claude ecosystem.

    new⭐ 196k
  • A system that uses WiFi signals for spatial awareness and presence detection without cameras. This is an unconventional application of existing technology, notable for its privacy-preserving approach to monitoring physical spaces.

    new⭐ 67k
  • A collection of prompts and workflows structured as 'skills' for Claude Code, tailored for academic research. This is another example of the trend to componentize agent capabilities for specific domains rather than using general-purpose prompts.

    repeated⭐ 23k
  • A persistent memory solution for AI coding agents. This project addresses a fundamental challenge in making agents more effective over long tasks by providing a dedicated memory component. Its popularity signals the importance of state management in agent development.

    repeated⭐ 19k
  • An agent-based video generation framework that breaks down the task into roles like 'director' and 'screenwriter'. It represents a more structured, multi-agent approach to creative tasks, moving beyond single-prompt generation.

    repeated⭐ 7.8k
  • A large, structured set of cybersecurity skills for AI agents, mapped to industry frameworks like MITRE ATT&CK. This is a significant effort to codify domain-specific knowledge for agents, making them more capable in specialized fields.

    rising⭐ 11k
  • A 'Coding Agent Harness', another framework for managing and running coding agents. Its presence alongside similar projects like ECC underscores the consolidation around building infrastructure for agents, particularly those using Claude.

    cooling⭐ 6.6k
  • A command-line AI coding agent with a focus on sophisticated features like LSP support and sub-agents. It targets developers who want to integrate agentic capabilities directly into their terminal workflow, offering a more powerful alternative to simple CLI wrappers.

    new⭐ 7.8k
  • The official plugin specification for the Cursor editor. This is a platform play by a popular AI-native IDE to build an ecosystem around its tool, allowing third-party developers to extend its functionality.

    new⭐ 966
  • A markdown file containing a guide to learning English. This is a non-code repository that has gained traction, representing a pattern of using GitHub for content distribution. It holds little value from a software engineering perspective.

    new⭐ 46k
  • A tool to route AI coding requests to various free LLM providers, with features like auto-fallback. This project addresses the cost of using proprietary models by abstracting away the backend, highlighting user demand for cheaper or free AI access.

    cooling⭐ 15k
  • Another automated short video generation engine. Its existence alongside MoneyPrinterTurbo shows that this is a competitive space, with multiple projects tackling the same problem of fully automated, AI-driven video content creation for social media.

    cooling⭐ 20k
  • A single prompt file for Claude, based on Andrej Karpathy's observations about LLM coding weaknesses. This exemplifies the 'skill' trend in its simplest form: a curated text file designed to elicit better behavior from a specific model.

    cooling⭐ 159k
  • An agent orchestration platform for Claude. This project moves up the stack from a single agent to managing swarms of them, targeting enterprise use cases. It competes in the growing market for agentic workflow automation.

    cooling⭐ 56k
  • An autonomous research agent designed to go from an idea to a full paper. This represents a highly ambitious application of agent technology, attempting to automate a complex, knowledge-intensive workflow from end to end.

    new⭐ 13k
  • A TypeScript library for orchestrating sandboxed coding agents. It provides a secure environment for running agent-generated code, addressing a critical security concern in agentic software development and enabling safer automation.

    cooling⭐ 5.2k

Other(20)

This section highlights the secondary effects of AI's proliferation. Projects focus on making AI output sound more human (stop-slop, taste-skill), building AI-native applications (twenty), and evading detection systems that target automated activity (CloakBrowser).

  • An official repository from Anthropic demonstrating applications in financial services. Its presence signals a strategic push by the model provider to showcase enterprise readiness and encourage adoption in high-value verticals.

    cooling⭐ 28k
  • A 'skill file' designed to make AI-generated text sound less robotic. This is a direct response to the proliferation of generic LLM content, indicating a growing demand for tools that improve the quality and style of AI output.

    rising⭐ 5.5k
  • An educational repository that is consistently trending. While positioned as a learning resource, its persistent high ranking may suggest it benefits from repeated sharing or automated activity rather than reflecting a novel technological shift.

    repeated⭐ 22k
  • A stealth version of Chromium designed to evade bot detection. This tool highlights the cat-and-mouse game between automation and detection, providing a practical solution for developers in areas like web scraping and testing that require stealth.

    cooling⭐ 22k
  • An official Anthropic repository for plugins for its 'Cowork' product. Similar to Cursor's plugin system, this is a clear move by Anthropic to build a developer ecosystem around its core products, encouraging third-party integrations.

    rising⭐ 17k
  • A terminal reimagined as an 'agentic development environment'. Warp is a venture-backed company attempting to redefine a core developer tool for the AI era. Its trend indicates continued interest in AI-native developer tooling.

    cooling⭐ 60k
  • A 'skill' file, similar to 'stop-slop', intended to give an AI 'good taste' and avoid generating generic content. The emergence of multiple tools for this specific purpose highlights a widespread user frustration with default LLM outputs.

    new⭐ 24k
  • A tool for removing censorship filters from language models. This project is notable as it directly challenges the safety and alignment guardrails built into major LLMs, reflecting a segment of the user base that prioritizes unrestricted generation.

    new⭐ 22k
  • An open-source, self-hosted WhatsApp API Gateway. This meets a persistent need for programmatic access to WhatsApp, offering a free alternative to official but often restrictive or costly business APIs.

    new⭐ 6.6k
  • A foundation model trained specifically on financial market data. This represents the trend of developing domain-specific models, which can potentially outperform general-purpose models on specialized tasks like financial analysis and prediction.

    new⭐ 27k
  • A project aiming to create a private, personal AI. It taps into the desire for user-owned, locally-run AI assistants that are not dependent on large tech companies, emphasizing privacy and user control.

    new⭐ 29k
  • Presents itself as an open-source, AI-native alternative to Salesforce. This is an ambitious project tackling the enterprise CRM market by building from the ground up with AI capabilities at its core, rather than adding them as an afterthought.

    new⭐ 47k
  • A repository that appears to offer free domains. The value and legitimacy of such offers are often questionable. This type of repo can attract attention quickly but may not be a sustainable or technically significant project.

    new⭐ 169k
  • An OSINT tool that collects information on a person by searching their username across thousands of sites. It's a specialized tool for online investigations that remains popular due to its comprehensive scope and practical utility.

    cooling⭐ 31k
  • A framework for building multi-agent LLM systems for financial trading. Like Kronos, it targets the finance vertical, but focuses on the agentic structure for executing trading strategies rather than the underlying model itself.

    cooling⭐ 80k
  • An observability platform for composing and extending services. This project enters the crowded but critical space of developer tooling for microservices, promising real-time visibility and control over complex distributed systems.

    new⭐ 17k
  • A curated list of free applications. 'Awesome lists' are a common genre on GitHub, but they are content collections, not software projects. Their trending status is a measure of community interest in the topic, not of a technical innovation.

    new⭐ 5.7k
  • A repository aggregating ways to earn money with AI. This is another content-focused repository that reflects the economic excitement and speculation surrounding AI, rather than contributing a new tool or technology itself.

    cooling⭐ 17k
  • An attempt to define a set of principles for building production-ready LLM applications, analogous to the classic '12-factor app' methodology. This reflects a maturing of the field, moving from experimentation to establishing best practices for reliability and scalability.

    new⭐ 23k
  • A tool for performing deep research using local or cloud LLMs and multiple search engines. It caters to the demand for private, powerful research tools that can run on user hardware and access both public and private data sources.

    cooling⭐ 8.0k

Prompt & Skill Libraries(2)

This category, though small, shows a critical trend: the formalization of prompt engineering. Repos like 'superpowers' are creating structured methodologies and frameworks for agent skills, treating them as a software development discipline rather than a collection of text files.

  • A personal collection of 'skills' for Claude from a prominent developer. Its popularity is driven by the author's reputation and the community's desire for high-quality, battle-tested prompts from experts, reinforcing the 'skill' file trend.

    cooling⭐ 108k
  • A framework and methodology for 'agentic skills'. This project attempts to formalize the ad-hoc practice of writing skill files into a structured software development process. It's a significant step in bringing engineering discipline to prompt-driven development.

    new⭐ 209k

AI Infra & Protocols(1)

The single entry, dograh, points to a persistent demand for open-source, self-hostable alternatives to proprietary AI services. In this case, it targets the voice AI platform space dominated by commercial players like Vapi and Retell.

  • An open-source, self-hosted voice AI platform, positioned as an alternative to services like Vapi. It addresses the need for customizable, private voice infrastructure, especially for businesses that want more control than managed services offer.

    new⭐ 3.4k

On-device & Multimodal AI(3)

This space is about creating more personal and immediate AI experiences. Projects focus on self-hosted companions (airi), fast on-device text-to-speech (supertonic), and open-source stacks for multimodal agents, moving AI capabilities away from centralized cloud services.

  • A self-hosted AI companion project, enabling real-time voice chat and integration with games like Minecraft. This project represents a hobbyist-driven, open-source approach to creating personalized AI companions, distinct from commercial offerings.

    new⭐ 40k
  • A fast, on-device, multilingual text-to-speech engine using ONNX. This is significant for enabling real-time voice applications on user devices without relying on cloud APIs, improving privacy, latency, and offline capability.

    new⭐ 11k
  • An open-source multimodal AI agent stack from ByteDance. As a contribution from a major tech company, it provides a reference architecture for building agents that can understand and interact with user interfaces, a key area for practical automation.

    cooling⭐ 35k

Recent reports

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