{"reportDate":"2026-05-01","heroSummary":"Today's report is available with rules-only fallback because AI assistance was unavailable.","topChanges":["AI assist failed, so today's judgments were generated with rules-only fallback logic."],"categoryBlocks":[{"category":"AI Infra & Protocols","summary":"AI Infra & Protocols looks worth watching today because at least one repo in this cluster is gaining momentum.","repos":[{"repoName":"TauricResearch/TradingAgents","repoUrl":"https://github.com/TauricResearch/TradingAgents","summary":"TradingAgents: Multi-Agents LLM Financial Trading Framework Worth tracking because its momentum is strengthening.","signalBadge":"rising","spanPresence":["daily","weekly"],"stars":58822},{"repoName":"NousResearch/hermes-agent","repoUrl":"https://github.com/NousResearch/hermes-agent","summary":"The agent that grows with you","signalBadge":"cooling","spanPresence":["monthly"],"stars":127578},{"repoName":"multica-ai/multica","repoUrl":"https://github.com/multica-ai/multica","summary":"The open-source managed agents platform. Turn coding agents into real teammates — assign tasks, track progress, compound skills.","signalBadge":"cooling","spanPresence":["monthly"],"stars":23355},{"repoName":"1jehuang/jcode","repoUrl":"https://github.com/1jehuang/jcode","summary":"Coding Agent Harness","signalBadge":"new","spanPresence":["daily"],"stars":2133},{"repoName":"browserbase/skills","repoUrl":"https://github.com/browserbase/skills","summary":"Claude Agent SDK with a web browsing tool","signalBadge":"new","spanPresence":["daily"],"stars":1030},{"repoName":"simstudioai/sim","repoUrl":"https://github.com/simstudioai/sim","summary":"Build, deploy, and orchestrate AI agents. Sim is the central intelligence layer for your AI workforce.","signalBadge":"new","spanPresence":["daily"],"stars":28027},{"repoName":"obra/superpowers","repoUrl":"https://github.com/obra/superpowers","summary":"An agentic skills framework & software development methodology that works.","signalBadge":"new","spanPresence":["daily"],"stars":175180},{"repoName":"coleam00/Archon","repoUrl":"https://github.com/coleam00/Archon","summary":"The first open-source harness builder for AI coding. Make AI coding deterministic and repeatable.","signalBadge":"cooling","spanPresence":["monthly"],"stars":20409},{"repoName":"lsdefine/GenericAgent","repoUrl":"https://github.com/lsdefine/GenericAgent","summary":"Self-evolving agent: grows skill tree from 3.3K-line seed, achieving full system control with 6x less token consumption Worth noting because it keeps showing up across spans.","signalBadge":"repeated","spanPresence":["monthly","weekly"],"stars":8577}]},{"category":"Prompt & Skill Libraries","summary":"Prompt & Skill Libraries looks worth watching today because at least one repo in this cluster is gaining momentum.","repos":[{"repoName":"mattpocock/skills","repoUrl":"https://github.com/mattpocock/skills","summary":"Skills for Real Engineers. Straight from my .claude directory. Worth tracking because its momentum is strengthening.","signalBadge":"rising","spanPresence":["daily","monthly","weekly"],"stars":51327},{"repoName":"forrestchang/andrej-karpathy-skills","repoUrl":"https://github.com/forrestchang/andrej-karpathy-skills","summary":"A single CLAUDE.md file to improve Claude Code behavior, derived from Andrej Karpathy's observations on LLM coding pitfalls. Worth noting because it keeps showing up across spans.","signalBadge":"repeated","spanPresence":["monthly","weekly"],"stars":104099},{"repoName":"ComposioHQ/awesome-codex-skills","repoUrl":"https://github.com/ComposioHQ/awesome-codex-skills","summary":"A curated list of practical Codex skills for automating workflows across the Codex CLI and API.","signalBadge":"cooling","spanPresence":["monthly"],"stars":5311}]},{"category":"Security & Reverse Engineering","summary":"Security & Reverse Engineering matters today because this cluster keeps recurring across spans.","repos":[{"repoName":"soxoj/maigret","repoUrl":"https://github.com/soxoj/maigret","summary":"🕵️‍♂️ Collect a dossier on a person by username from 3000+ sites","signalBadge":"new","spanPresence":["daily"],"stars":21147},{"repoName":"Z4nzu/hackingtool","repoUrl":"https://github.com/Z4nzu/hackingtool","summary":"ALL IN ONE Hacking Tool For Hackers Worth noting because it keeps showing up across spans.","signalBadge":"repeated","spanPresence":["monthly","weekly"],"stars":69572}]},{"category":"AI Coding Tools & Agents","summary":"AI Coding Tools & Agents matters today because this cluster keeps recurring across spans.","repos":[{"repoName":"Alishahryar1/free-claude-code","repoUrl":"https://github.com/Alishahryar1/free-claude-code","summary":"Use claude-code for free in the terminal, VSCode extension or discord like OpenClaw (voice supported) Worth noting because it keeps showing up across spans.","signalBadge":"repeated","spanPresence":["monthly","weekly"],"stars":19507},{"repoName":"warpdotdev/warp","repoUrl":"https://github.com/warpdotdev/warp","summary":"Warp is an agentic development environment, born out of the terminal.","signalBadge":"new","spanPresence":["daily"],"stars":50777},{"repoName":"CJackHwang/ds2api","repoUrl":"https://github.com/CJackHwang/ds2api","summary":"DeepSeek-Compatible Middleware Interface: A technical exploration project in Go, focusing on high-concurrency protocol adaptation. It serves as a reference implementation for converting diverse web protocols into standardized formats.","signalBadge":"new","spanPresence":["weekly"],"stars":3019},{"repoName":"huggingface/ml-intern","repoUrl":"https://github.com/huggingface/ml-intern","summary":"🤗 ml-intern: an open-source ML engineer that reads papers, trains models, and ships ML models","signalBadge":"new","spanPresence":["weekly"],"stars":7810},{"repoName":"rtk-ai/rtk","repoUrl":"https://github.com/rtk-ai/rtk","summary":"CLI proxy that reduces LLM token consumption by 60-90% on common dev commands. Single Rust binary, zero dependencies","signalBadge":"cooling","spanPresence":["monthly"],"stars":39235}]},{"category":"On-device & Multimodal AI","summary":"On-device & Multimodal AI is worth a quick scan today because it surfaced in the report selection.","repos":[{"repoName":"AIDC-AI/Pixelle-Video","repoUrl":"https://github.com/AIDC-AI/Pixelle-Video","summary":"🚀 AI 全自动短视频引擎 | AI Fully Automated Short Video Engine","signalBadge":"new","spanPresence":["weekly"],"stars":8585},{"repoName":"google-ai-edge/gallery","repoUrl":"https://github.com/google-ai-edge/gallery","summary":"A gallery that showcases on-device ML/GenAI use cases and allows people to try and use models locally.","signalBadge":"cooling","spanPresence":["monthly"],"stars":22394},{"repoName":"microsoft/markitdown","repoUrl":"https://github.com/microsoft/markitdown","summary":"Python tool for converting files and office documents to Markdown.","signalBadge":"cooling","spanPresence":["monthly"],"stars":119147},{"repoName":"google-ai-edge/LiteRT-LM","repoUrl":"https://github.com/google-ai-edge/LiteRT-LM","summary":"Worth a quick look today because it surfaced clearly in the trend pipeline.","signalBadge":"cooling","spanPresence":["monthly"],"stars":4600},{"repoName":"hugohe3/ppt-master","repoUrl":"https://github.com/hugohe3/ppt-master","summary":"AI generates natively editable PPTX from any document — real PowerPoint shapes with native animations, not images · by Hugo He","signalBadge":"cooling","spanPresence":["monthly"],"stars":10286}]},{"category":"Uncategorized","summary":"Uncategorized is worth a quick scan today because it surfaced in the report selection.","repos":[{"repoName":"Flowseal/zapret-discord-youtube","repoUrl":"https://github.com/Flowseal/zapret-discord-youtube","summary":"Worth a quick look today because it surfaced clearly in the trend pipeline.","signalBadge":"new","spanPresence":["daily"],"stars":26885}]},{"category":"Memory, RAG & Context","summary":"Memory, RAG & Context is worth a quick scan today because it surfaced in the report selection.","repos":[{"repoName":"abhigyanpatwari/GitNexus","repoUrl":"https://github.com/abhigyanpatwari/GitNexus","summary":"GitNexus: The Zero-Server Code Intelligence Engine - GitNexus is a client-side knowledge graph creator that runs entirely in your browser. Drop in a GitHub repo or ZIP file, and get an interactive knowledge graph wit a built in Graph RAG Agent. Perfect for code exploration","signalBadge":"new","spanPresence":["weekly"],"stars":33917},{"repoName":"mksglu/context-mode","repoUrl":"https://github.com/mksglu/context-mode","summary":"Context window optimization for AI coding agents. Sandboxes tool output, 98% reduction. 14 platforms","signalBadge":"new","spanPresence":["weekly"],"stars":11618},{"repoName":"thedotmack/claude-mem","repoUrl":"https://github.com/thedotmack/claude-mem","summary":"A Claude Code plugin that automatically captures everything Claude does during your coding sessions, compresses it with AI (using Claude's agent-sdk), and injects relevant context back into future sessions.","signalBadge":"cooling","spanPresence":["monthly"],"stars":70585}]},{"category":"Developer Tools & Productivity","summary":"Developer Tools & Productivity is worth a quick scan today because it surfaced in the report selection.","repos":[{"repoName":"Fincept-Corporation/FinceptTerminal","repoUrl":"https://github.com/Fincept-Corporation/FinceptTerminal","summary":"FinceptTerminal is a modern finance application offering advanced market analytics, investment research, and economic data tools, designed for interactive exploration and data-driven decision-making in a user-friendly environment.","signalBadge":"cooling","spanPresence":["monthly"],"stars":18518},{"repoName":"HKUDS/DeepTutor","repoUrl":"https://github.com/HKUDS/DeepTutor","summary":"\"DeepTutor: Agent-Native Personalized Learning Assistant\"","signalBadge":"cooling","spanPresence":["monthly"],"stars":22786},{"repoName":"siddharthvaddem/openscreen","repoUrl":"https://github.com/siddharthvaddem/openscreen","summary":"Create stunning demos for free. Open-source, no subscriptions, no watermarks, and free for commercial use. An alternative to Screen Studio.","signalBadge":"cooling","spanPresence":["monthly"],"stars":33946}]},{"category":"ML & GPU Infrastructure","summary":"ML & GPU Infrastructure is worth a quick scan today because it surfaced in the report selection.","repos":[{"repoName":"shiyu-coder/Kronos","repoUrl":"https://github.com/shiyu-coder/Kronos","summary":"Kronos: A Foundation Model for the Language of Financial Markets","signalBadge":"cooling","spanPresence":["monthly"],"stars":22332}]}],"meta":{"generatedAt":"2026-05-01T13:46:05Z","rulesVersion":"v1","degraded":false,"fallbackUsed":true,"repoCount":32,"signalCount":32},"locale":"en"}