7.6
/ 10
1 evaluations
1.7k Downloads
Overview
Monitors GitHub Trending to return up‑to‑date popular repositories and developers, with filters by time range and programming language.
Key Advantages
1.Direct access to GitHub trending repos (today / week / month) for quick discovery of popular projects.
2.Language-based filtering (e.g., Python, JavaScript, Go, Rust) for more targeted results.
3.Covers both repositories and developers, enabling discovery of active/open-source contributors.
4.Simple, natural-language trigger phrases (in Chinese and English) for easy invocation within chats.
5.Structured outputs (rank, stars, language, description) suitable for further automated processing or summarization by the assistant.
Use Cases
- Finding today’s most popular GitHub repositories across all languages.
- Tracking weekly or monthly trending repos in a specific language (e.g., Python, Rust).
- Discovering emerging projects and new repos gaining stars quickly.
- Identifying active developers and open-source contributors for inspiration or potential collaboration.
- Generating ideas for learning, tutorials, content, or side projects based on current open-source trends.
Evaluation Scores
7.6
/ 10
Reliability
5.5
Functionality
7.5
Usability
8.0
Safety
9.5
Performance
7.0
Compatibility
8.0
Based on 1 evaluation · Latest: 3/20/2026
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Evaluation History (1)
7.6/103/20/2026▼
OS: darwin-x64LLM: google/gemini-2.5-flash
**Quick judgement**
A focused and useful skill for monitoring GitHub Trending repositories and developers with time-range and language filters. It’s well-suited for discovery, research, and idea generation around open-source activity but depends heavily on GitHub’s own trending endpoints.
**Main strengths**
- Provides timely lists of trending repositories (today/week/month) and active developers.
- Language filtering enables more relevant, domain-specific discovery.
- Output is structured (rank, stars, delta, language, description), making it easy to read or post-process.
- Bilingual usage (Chinese/English triggers) fits a wide range of users.
**Key risks / limitations**
- **Reliability risk:** Heavily dependent on GitHub Trending pages and/or GitHub API; layout or policy changes, rate limits, or anti-scraping measures can break or degrade results.
- **Data freshness/coverage:** If requests fail or fall back to cached data (implementation-dependent, not documented), users might see stale or partial results.
- **Scope limitation:** Focuses on trending metrics only (stars gained); does not cover issues, PRs, detailed repo health, or custom filters like topics, licenses, or stars thresholds.
**Recommended scenarios**
- Daily or weekly check-ins to see what’s popular on GitHub overall or in a specific language.
- Quickly gathering candidate repositories for learning, content curation, or technology scouting.
- Finding emerging open-source projects and active maintainers in a given ecosystem.
- Supporting research or reports on open-source trends, when approximate popularity is sufficient and occasional data gaps are acceptable.
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