Repository
mengxi-ream/read-frog agent skills
- skills
- 9
- GitHub stars
- 10k
GitHub description: “🐸 Read Frog - Language Learning & Translate | 🐸 陪读蛙 - 语言学习与翻译”
- Stars
- 9,993 (751 forks)
- Licence
- GPL-3.0
- Last push
- Oct 2026
- Created
- Apr 2025
- Homepage
- readfrog.app
- browser-extension
- chrome-extension
- deepseek
- language-learning
- llm
- openai
- gpt
- english-learning
- immersive-translate
- react
- translate
- wxt
- chinese
- english
- japanese
Install all skills
npx skills add mengxi-ream/read-frogAdd --skill <name> for a single skill and -a <agent> to choose the agent (see the agent guides).
Skills in mengxi-ream/read-frog, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Adversarial code review using cross-model approach. An agent skill from mengxi-ream/read-frog. | mengxi-ream/ | 10k | 1 repo | ~905 | Automated safety check: Pass | GPL-3.0 | today |
| 2 | Record polished, evidence-backed demos of the Read Frog extension as MP4 (and optional GIF) by driving real Chrome with the built extension, following captioned scene scripts, asserting extension… | mengxi-ream/ | 10k | — | ~2.8k | Automated safety check: Pass | GPL-3.0 | today |
| 3 | Debug the built Read Frog extension in real Chrome. An agent skill from mengxi-ream/read-frog. | mengxi-ream/ | 10k | — | ~2k | Automated safety check: Notes | GPL-3.0 | today |
| 4 | Utilities for browser extensions - proxy services for cross-context RPC, type-safe messaging, URL match patterns, fake browser for testing, job scheduling, and shadow DOM isolation. | mengxi-ream/ | 10k | — | ~633 | Automated safety check: Pass | GPL-3.0 | today |
| 5 | 5.Wxt Build browser extensions with WXT - a next-gen framework with file-based entrypoints, Vite builds, auto-imports, typed storage with migrations, content script UIs, and multi-browser MV2/MV3 support. | mengxi-ream/ | 10k | — | ~500 | Automated safety check: Pass | GPL-3.0 | today |
| 6 | Create a pull request, optionally for the issue provided as argument | mengxi-ream/ | 10k | — | ~2.4k | Automated safety check: Pass | GPL-3.0 | today |
| 7 | A skill your agent uses when writing or reviewing database/config migration scripts or migration registries. | mengxi-ream/ | 10k | — | ~589 | Automated safety check: Pass | GPL-3.0 | today |
| 8 | Prepare all work before creating a pull request, optionally for the issue provided as argument | mengxi-ream/ | 10k | — | ~1.3k | Automated safety check: Pass | GPL-3.0 | today |
| 9 | Diagnose extension-caused memory leaks, freezes, and CPU storms on live third-party sites via controlled attribution experiments, CDP metrics, heap snapshots, and browser-process trace profiling… | mengxi-ream/ | 10k | — | ~1.6k | Automated safety check: Notes | GPL-3.0 | today |
Questions, answered from the data.
What is the best skill in mengxi-ream/read-frog?
Adversarial Review from mengxi-ream/read-frog ranks first of the 9 skills in mengxi-ream/read-frog listed here, with the highest score: its repository has 10k GitHub stars, 1 other GitHub owner carry a copy, its SKILL.md loads about 905 tokens and it passes the automated safety check with no findings. Next come Record Extension Demo and Extension Puppeteer Debugging.
Are the skills in mengxi-ream/read-frog official?
None yet. All 9 skills in mengxi-ream/read-frog listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
How do I install all skills from mengxi-ream/read-frog?
Run npx skills add mengxi-ream/read-frog in your project: the open-source skills CLI installs the repository's skills into your coding agent's skills folder. To install a single skill, open its page here for the exact command.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.