A line-level AI code reviewer, a self-checking security audit skill, and a launch video generator

Fastest-growing this period

Counts come from GitHub's official stargazers/history endpoint: the stars gained on each day of the window. Project briefs and the reading notes below are editorial additions.

1. 1

   alibaba/open-code-review : Put AI review comments on the lines that need attention

   Go

   Reviews code changes with an AI model and places comments on the relevant lines. File selection and comment positioning are handled by ordinary program logic, useful when you want review suggestions that are easier to locate and check in a large diff.

   +3,377
2. 2

   hypit-ai/hypit : Let your coding agent turn one reference video into a hundred variants

   TypeScript

   A skill that gives coding agents a language for making video: drop in a reference clip and the agent rebuilds it as a complete workflow covering footage, captions, B-roll and effects, timed to words instead of seconds. You can also start from templates or a plain description, and a workflow can compile captions and motion graphics without calling a generation model.

   +2,942
3. 3

   cloudflare/security-audit-skill : Turn your coding agent into a security auditor that cross-checks its own findings

   JavaScript

   Installs as a skill that makes your coding agent audit a codebase for vulnerabilities. It maps the architecture and trust boundaries first, sends isolated hunter agents after the uncovered areas, then gives every candidate to a fresh verifier that tries to disprove it, so a finding only reaches the report with a complete source trace.

   +2,783
4. 4

   deepseek-ai/deepseek-harness : Explore DeepSeek's building blocks for an extensible agent

   TypeScript

   DeepSeek's agent runtime built around replaceable plugins, with a web interface for running it. Useful for developers exploring how to compose an agent's capabilities; it is a developer preview, so expect interfaces to change as you experiment.

   +1,363
5. 5

   Tencent/BrowserSkill : Let your AI agent drive the browser you are already logged into

   TypeScript

   Connects coding agents such as Claude Code and Codex to your everyday browser through a CLI plus extension. Agents run in a separate visible window and borrow only the tabs they need, so you keep working while they reuse your existing logins, and when a captcha or login step appears they can hand control back to you and continue after.

   +1,348
6. 6

   latent-spaces/brag : Turn the project you just built into a shareable launch video

   Python

   A skill that packages the project you just finished into a short launch video with music, motion and ready-to-paste share copy. Run one command in your project folder, steer the tone with a plain-language flag, and you get a rendered video plus the plan and composition brief behind it.

   +1,309
7. 7

   eternity4719/HowToLiveBetter : Life advice that logs what you spend, what you gain and how solid the evidence is

   HTML

   A Chinese guide of practical suggestions on health, money, scams and legal traps, from chronic disease and first aid to rent disputes and workplace compensation. Each entry records what you spend, what you get back and how strong the evidence is, citing only journal papers and official documents, with an online search page for quick lookups.

   +1,256
8. 8

   tt-a1i/archify : Show your team exactly what changed in the architecture

   JavaScript

   Turns an agent's structured description of a system into interactive HTML and SVG architecture diagrams. It can compare diagram snapshots, useful for showing a team which components and connections changed between two versions of a design.

   +1,238
9. 9

   bilawalsidhu/gods-eye-view : Follow flights and ships around an interactive 3D Earth

   JavaScript

   A browser-based 3D globe that combines public feeds such as aircraft, ships and earthquakes. Following an aircraft across the terrain is an engaging way to explore geographic data; its visual sensor effects should not be confused with actual sensor imagery.

   +1,193
10. 10

    affaan-m/ECC : Give your coding agent a plan, tests and a memory

    JavaScript

    A collection of coding-agent workflows for planning, tests, review and remembering useful context. If your assistant jumps straight into edits or forgets earlier decisions, this gives you reusable routines to adapt to your project.

    +1,105

Ranking window: 2026-09-16 UTC, full day.