Agent Tooling Domains GitHub's Weekly Trending: Memory, Orchestration, and Video Pipelines
GitHub Hot List: Weekly (2026-11-08)
Author: user299142219680 Tags: Artificial Intelligence, GitHub, Open Source
This issue includes 19 popular open-source projects, adding a total of ⭐ 102,473 stars. Popular languages: Python, TypeScript, Rust.
Data source: GitHub Trending | Period: Weekly | Updated: 2026-11-08
📋 Overview
| Rank | Project | Language | ⭐ Total Stars | Added This Period |
|---|---|---|---|---|
| 1 | claude-mem | TypeScript | 114,495 | +7,482 |
| 2 | worktrunk | Rust | 11,948 | +2,292 |
| 3 | Claude-Code-Game-Studios | Shell | 36,593 | +5,719 |
| 4 | ziwei-doushu | TypeScript | 16,723 | +4,906 |
| 5 | t3code | TypeScript | 51,285 | +17,100 |
| 6 | skills | Python | 188,790 | +2,796 |
| 7 | hallmark | CSS | 50,287 | +6,624 |
| 8 | OpenMausBot | TypeScript | 16,989 | +7,077 |
| 9 | Scrapling | Python | 99,332 | +8,712 |
| 10 | OpenMontage | Python | 78,283 | +4,369 |
| 11 | skills | Markdown | 11,517 | +1,938 |
| 12 | agent-browser | Rust | 46,833 | +1,476 |
| 13 | skills | Shell | 317,719 | +9,664 |
| 14 | Hyprland | C++ | 40,497 | +1,436 |
| 15 | spec-kit | Python | 148,421 | +4,280 |
| 16 | superpowers | Shell | 314,120 | +4,466 |
| 17 | pr-agent | Python | 15,451 | +1,576 |
| 18 | impeccable | Rust | 105,545 | +7,623 |
| 19 | Kronos | Python | 47,248 | +2,937 |
🔍 Project Details (TOP 10)
1. thedotmack/claude-mem
Persistent cross-session context for every agent - records all agent actions during sessions, compresses them with AI, and injects relevant context in future sessions. Supports Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode, etc.
Claude-Mem uses hooks to send agent tool-call activity to a local worker, where a second observer agent records, summarizes, and compresses observations. At the start of a new session, it injects a project-relevant compact index, then fetches full details on demand, avoiding dumping large context upfront. It stores sessions, observations, and summaries locally, using SQLite and Chroma for keyword and semantic search; also provides MCP search tools like mem-search. Public info suggests it suits coding-agent users who need cross-session memory, want agents to avoid re-reading files and repeating pitfalls.
Language: TypeScript · Stars: 114,495 · Forks: 9,928 · Added This Period: +7,482
2. max-sixty/worktrunk
A CLI for Git worktree management, designed for parallel AI agent workflows.
Worktrunk is a Git worktree management CLI written in Rust, aiming to make git worktree usage as simple as ordinary branch operations. Core commands include wt switch, wt list, wt merge, and wt remove, letting you switch worktrees by branch name instead of writing long git worktree commands. It specifically targets scenarios running multiple AI agents in parallel, offering hooks automation setup, LLM commit message generation, CI status viewing, merge cleanup, interactive pickers, and shared build caches on supported file systems.
Language: Rust · Stars: 11,948 · Forks: 463 · Added This Period: +2,292
3. Donchitos/Claude-Code-Game-Studios
Turn Claude Code into a complete game development studio - 49 AI agents, 72 workflow skills, and a coordination system mimicking real studio hierarchy.
This is a project template organizing Claude Code sessions into a game development studio structure. The README lists 49 specialized agents, 74 skills, 15 hooks, rules, and doc templates. Agents are layered into directors, department heads, and specialists, similar to real studio three-tier structure; users enter different stages via skills like /start, /brainstorm, /create-stories, /dev-story. The system emphasizes collaboration over full autonomy - agents ask questions, offer options, and users make decisions. Configuration concentrates in project.yaml, with modes.rigor controlling process strictness.
Language: Shell · Stars: 36,593 · Forks: 4,831 · Added This Period: +5,719
4. Renhuai123/ziwei-doushu
Open-source Ziwei Doushu chart engine - based on Ni Haixia's "Tian Ji" system, includes complete chart algorithms, Four Transformations system, pattern knowledge base, and ancient text data.
This is an open-source chart engine for Ziwei Doushu based on Ni Haixia's "Tian Ji" system, publishing chart algorithms, the Four Transformations system, pattern knowledge base, and related ancient text data. The README mentions modules for true solar time correction, Chinese daylight saving time, lunisolar calendar conversion, and star brightness schools. The project also released a v4.0 interpretation dataset with about 675,000 charts and 13-dimensional interpretation text per chart, downloadable by year. Its positioning is to keep chart algorithms and knowledge base open rather than locking traditional wisdom into closed-source systems.
Language: TypeScript · Stars: 16,723 · Forks: 3,241 · Added This Period: +4,906
5. pingdotgg/t3code
T3 Code calls itself an "agent harness control surface," letting users control multiple coding agents on their local machine via mobile, web, and Electron desktop. It doesn't provide its own model subscriptions; instead it reuses users' existing Claude Code, Codex, Cursor, Grok Build, OpenCode, and fx local CLI configs. Google Antigravity doesn't need a CLI - just enable it in settings and log in with Google. The README explicitly states the project is in very early stages, expects bugs, and currently largely doesn't accept major community feature contributions.
Language: TypeScript · Stars: 51,285 · Forks: 9,882 · Added This Period: +17,100
6. anthropics/skills
Public repository for Agent Skills.
This is Anthropic's public Agent Skills example repository, showcasing Claude skills system capabilities. Each skill is a standalone directory, core is SKILL.md with YAML frontmatter and instructions. Repository is categorized into creative & design, development & tech, business & communication, and document skills, including docx, pdf, pptx, xlsx document handling skills. Anthropic also provides skills spec and templates; users can install or upload skills in Claude Code, Claude.ai, or API. These are mainly for demonstration and teaching; test before formal use.
Language: Python · Stars: 188,790 · Forks: 22,253 · Added This Period: +2,796
7. Nutlope/hallmark
Anti-AI-flavor design skills for Claude Code, Cursor, and Codex.
Hallmark is a design skill for coding agents, aiming to make generated pages lose obvious "AI feel." It offers 50 theme materials, arranges structure based on page task during build, and runs sloplint in a real browser to detect machine-flavored design. The project divides checks into Floor, Reflex, and Finish layers: Floor issues don't ship, Reflex are default tendencies overridable when there's reason, Finish is detail polish. It also supports custom custom design, URL screenshots, real open-license photos, and /hallmark redesign and /hallmark audit commands.
Language: CSS · Stars: 50,287 · Forks: 2,669 · Added This Period: +6,624
8. milind-soni/OpenMausBot
Open-source Grok Bot alternative, with a VM for robots.
OpenMausBot is an open-source Grok Bot alternative in chat-app form, letting users work within a team of multiple AI robots. Each sidebar robot runs local Claude, Codex, or Grok CLI, with its own model, personality, and thread memory. Robots can use cloud Linux desktops, isolated local VMs, or local environment after user authorization. It also supports connecting 500+ apps via Composio, dangerous-operation approval cards, channel grouping, team sharing, voice replies, and MCP control plane. Data defaults to local ~/.openmausbot.
Language: TypeScript · Stars: 16,989 · Forks: 2,407 · Added This Period: +7,077
9. D4Vinci/Scrapling
🕷️ Web scraping framework, from single requests to full-site crawling!
Scrapling is a Python web scraping framework integrating fast HTTP requests, stealth browser, parsing, and concurrent crawling in one library. It supports static page scraping, renders JavaScript, handles Cloudflare challenges, records background API responses, and manages state and proxy rotation via Fetcher, StealthyFetcher, and multiple session classes. The crawler side offers Scrapy-like Spider API, AutoThrottle, pause/resume, streaming output, and JSON/CSV/XML export. It also includes an MCP server and Agent Skill so AI agents can directly call scraping capabilities.
Language: Python · Stars: 99,332 · Forks: 10,397 · Added This Period: +8,712
10. calesthio/OpenMontage
World's first open-source, agent-driven video production system. Includes 12 production pipelines, 100+ tools, 700+ agent skills and production knowledge files, turning AI coding assistants into a complete video production studio.
OpenMontage is an open-source agent-based video production system that turns AI coding assistants into a video production studio. Users describe needs in natural language, then agents research, script, generate assets, edit, and finalize. It can work from existing YouTube, Reels, TikTok, or local videos to generate 2-3 differentiated proposals, or produce videos without paid API keys using Piper TTS, Remotion/HyperFrames, FFmpeg, and open assets. The production process uses Backlot storyboard as an approval gate, generating assets per scene before rendering.
Language: Python · Stars: 78,283 · Forks: 10,425 · Added This Period: +4,369
This article is automatically aggregated by AI225 GitHub Hot List, collecting 19 popular open-source projects. Content is based on GitHub Trending public data; Chinese translation and interpretation are AI-generated, may contain omissions or errors, for reference only. Full list and original descriptions of all projects are available at: https://gh.ai225.com/weekly/2026-11-08