The hottest AI repos, and how people actually use them.

• Merge a finished worktree back to main in one command

  Squash, rebase, fast-forward merge and remove the worktree with wt merge.

  • REPO max-sixty/worktrunk
  • Claude Code
  • Codex
  • Software and DevOps
  • Beginner
  View prompt

  In the worktree for <branch>, run `wt merge main` and show me the output. If I prefer a PR, use `wt step commit`, `gh pr create` and later `wt remove`.

  Share Email me this

• Pull a REST API into a local database

  Describe an API declaratively and let DLT handle requests, pagination, schema inference and typing.

  • REPO dlt-hub/dlt
  • Claude Code
  • Codex
  • Cursor
  • Gemini CLI
  • Data and analytics
  • Beginner
  View prompt

  Using dlt-hub/dlt, write a pipeline that loads <my API endpoint> into DuckDB with rest_api_source and prints the first rows back as a DataFrame.

  Share Email me this

• Score a model on standard benchmarks in one command

  Install the harness with the Hugging Face backend and evaluate a hub model on named tasks.

  • REPO EleutherAI/lm-evaluation-harness
  • Claude Code
  • Codex
  • Cursor
  • Gemini CLI
  • Software and DevOps
  • Intermediate
  View prompt

  Using EleutherAI/lm-evaluation-harness, install it with the hf extra and score <my model> on hellaswag and lambada_openai, then report the numbers in a small table.

  Share Email me this

• Forecast a series without training anything

  Load the TimesFM 3.0 checkpoint and predict a horizon with quantiles straight from your history.

  • REPO google-research/timesfm
  • Claude Code
  • Codex
  • Cursor
  • Gemini CLI
  • Data and analytics
  • Intermediate
  View prompt

  Using google-research/timesfm, install `pip install timesfm[torch]`, forecast the next 12 steps of each series in <my CSV> with TimesFM3Evaluator and return_quantiles, and write the medians and deciles to a new CSV.

  Share Email me this

• Generate speech in a reference voice from the CLI

  Install the package and run one command with your reference audio and the text you want spoken.

  • REPO SWivid/F5-TTS
  • Claude Code
  • Codex
  • Cursor
  • Gemini CLI
  • Content
  • Intermediate
  View prompt

  Using SWivid/F5-TTS, set up the environment, install `pip install f5-tts` and run f5-tts_infer-cli with my reference clip and transcript to read <my script>, saving the audio.

  Share Email me this

• Get organ masks from a CT or MR scan in one command

  Run the default task to write one segmentation file per anatomical class.

  • REPO wasserth/TotalSegmentator
  • Claude Code
  • Codex
  • Cursor
  • Gemini CLI
  • Security and science
  • Intermediate
  View prompt

  Using wasserth/TotalSegmentator, install it with `pip install TotalSegmentator`, run `TotalSegmentator -i ct.nii.gz -o segmentations` on <my scan>, and summarize which classes came out nonempty.

  Share Email me this

• Hands-onX

  Made videos with HyperFrames and Hermes Agent, then revised single scenes in place

  They use HyperFrames with Hermes Agent to make videos and then revise individual scenes in the same project. Changing timing or text without rebuilding the whole video is the reason they keep using it.

  HyperframesTry it: Port an existing Remotion video to HyperFrames HTML

  By Daniil Kukuruza (@real_kukuruza)·Nov 9, 2026

  View original post on X

• Built withX

  One key for images, video and scraping in an agent app

  A builder used Monid for CEIBA so the agent picks the model it needs, with GPT Image for images, Seedance 2.0 for video, plus scraping, all behind a single key.

  MonidSee 4 ways to use Monid

  By Jesus Gabriel (@jesusgabri3ldev)·Nov 8, 2026

  View original post on X

• Hands-onX

  Ran three Claude Code agents on one Mac at once with agent-desktop

  Using agent-desktop, three Claude Code agents shared a Mac: one played chess against the computer, one typed live commentary into TextEdit, and one tried to keep score in Calculator. They worked through accessibility button presses without taking over the mouse.

  Agent DesktopSee 3 ways to use Agent Desktop

  By Dave Kiss (@davekiss)·Nov 8, 2026

  View original post on X

• Software and DevOps2725
• Content648
• Research562
• Work and operations408
• Personal productivity376
• Security and science231
• Data and analytics173
• Sales and marketing110
• Money92
• Games and hobbies86
• Life admin21

Best open-source AI repos by task: 3D modeling and CAD with AI · long-term memory for AI agents · AI code review · AI coding agents · drawing diagrams with AI · AI video editing and generation · browser automation with AI agents · skills and workflows for coding agents · cutting coding agent token usage · game development with AI agents · AI image generation and editing · LLM gateways and model routers · MCP servers · self-hosted personal AI assistants · RAG and chatting with your documents · research with AI agents · running LLMs locally · running several coding agents in parallel · sandboxing AI agents · securing AI coding agents · SEO and AI search visibility (GEO) · UI design with AI coding agents · voice, speech-to-text and text-to-speech · web scraping for LLMs and RAG · AI workflow automation

• 3 use casesREPO pbakaus/impeccableImpeccableImpeccable is design guidance for AI coding agents: one skill, 24 commands such as polish, audit, critique, distill, animate, bolder and quieter, live browser iteration, and 62 deterministic detector rules for AI-generated frontend design. It starts with /impeccable init, which records product truth in PRODUCT.md, and it targets the usual AI tells: Inter everywhere, purple-to-blue gradients, cards nested in cards and gray text on colored backgrounds. The detector rules run in the CLI and a browser extension with no LLM and no API key.
• 5 use casesREPO mattpocock/skillsSkillsA set of editable agent skills for planning, aligning, building, and debugging software with coding agents, taken from the author's .agents directory.
• 4 use casesREPO thedotmack/claude-memClaude MemClaude-Mem is a persistent memory system that captures what coding agents do in a session, compresses it with AI, and injects relevant context back into later sessions.
• 3 use casesREPO Nutlope/hallmarkHallmarkHallmark is a design skill from Together AI for Claude Code, Codex, Cursor and OpenCode that builds pages that do not look AI-generated. It deals three themes from a catalog of forty-eight, builds the page around what the visitor came to do, lints the result in a real browser against common machine-made tells, and can redesign or audit an existing page by name.
• 3 use casesREPO HKUDS/DeepTutorDeep TutorDeepTutor is an open-source, agent-native tutoring workspace for lifelong personalized learning. Chat, Quiz, Research, Visualize, Solve, Mastery Path and Reading share session context inside a workspace per subject, with knowledge bases, notebooks, a Question Bank and partners that can consult live agents such as Claude Code and Codex. It runs as a Web app and CLI from Docker, PyPI or source.
• 4 use casesREPO milind-soni/OpenMausBotOpen Maus BotOpenMausBot is an open-source chat app where each bot is a local Claude, Codex or Grok agent with its own model, cloud computer and connected apps.

Third-party repos we don't own. AI-written use cases can be wrong. Disclaimer

1. 1Chips & InfraAnthropic has agreed to buy $3.4 billion of gas-fired generators to power its data centers, the Financial Times reports.
2. 2China AIDeepSeek says its Harness agent framework has reached 1.54 million daily users.
3. 3Funding & BusinessOpenAI's new round has raised $11 billion so far, and is not closed.