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Github Rising Stars

Name: Github Rising Stars
Author: humor200

作者 humor200 · GitHub ↗ · v1.0.0 · MIT-0

cross-platform ✓ 安全检测通过

149

总下载

当前安装

版本数

在 OpenClaw 中安装

/install github-rising-stars

功能描述

Discover fast-growing GitHub repositories before they appear on the official Trending page. Use when users ask to find emerging/rising GitHub projects, spot...

使用说明 (SKILL.md)

GitHub Rising Stars

Discovers fast-growing GitHub repositories that haven't made the official Trending page yet, by querying the GitHub Search API across multiple dimensions and ranking by stars per day.

Quick Start

Run the bundled script directly:

python3 scripts/find_rising.py

Default: repos created in the last 3 days, min 20 stars, top 15 results.

Script Options

python3 scripts/find_rising.py [options]

--days N        Look-back window in days (default: 3, range: 1-7)
--min-stars N   Minimum star count threshold (default: 20)
--top N         Number of results to return (default: 15)
--lang LANG     Filter by programming language (e.g. Python, TypeScript, Go)
--json          Output machine-readable JSON

Examples

# Find Python repos rising fast in the last 5 days
python3 scripts/find_rising.py --days 5 --lang Python

# Find top 20 repos with at least 50 stars
python3 scripts/find_rising.py --min-stars 50 --top 20

# JSON output for further processing
python3 scripts/find_rising.py --json

How It Works

Multi-query search — runs 3 GitHub API queries with overlapping time/star ranges to maximize coverage
Deduplication — merges results by repo ID
Spam filtering — removes known low-quality signals (crypto bots, game hacks, follower farms, etc.)
Rate calculation — computes stars / age_in_days for each repo
Ranked output — sorts by rate descending, shows top N

Interpreting Results

Rate > 200/day: Viral — likely hits Trending within 24h
Rate 50–200/day: Fast-rising — worth watching
Rate \x3C 50/day: Early signal — may accelerate

Repos with no description or no language tag may be spam or private mirrors — apply extra scrutiny.

Agent Workflow

When a user asks to find rising repos:

Run python3 scripts/find_rising.py with appropriate flags
Present results in a clean table, grouped by theme/category if patterns emerge
Highlight repos worth deeper investigation (high rate + meaningful description + known author)
Optionally open top repos in browser for quick review

Limitations

GitHub Search API is unauthenticated by default — rate limit: 10 requests/min. Add a Authorization: token \x3CPAT> header in the script for higher limits.
Results reflect repos created recently; established repos that suddenly spike are not captured (use pushed filter variant for that).
Stars can be artificially inflated; cross-reference with Hacker News / Reddit for validation.

安全使用建议

This skill appears coherent and limited to its stated task. Before installing/running: (1) review the included script (already small and readable) and run it in a safe environment; (2) be aware it performs network calls to api.github.com (expected) and is subject to GitHub API rate limits — SKILL.md suggests using a Personal Access Token for higher limits but the script does not read a token from the environment, so supplying a PAT would require modifying the script or your runtime headers; if you do add a PAT, create a token with minimal scopes and store it securely; (3) results may include spammy/automated repos despite filters — manually vet high‑rate entries before acting; (4) if you plan to let an autonomous agent run this skill, note it will make outbound requests to GitHub on invocation (normal for this purpose). Overall, nothing in the package requests unrelated credentials or hidden network endpoints.

功能分析

Type: OpenClaw Skill Name: github-rising-stars Version: 1.0.0 The skill bundle is a legitimate tool for discovering fast-growing GitHub repositories using the official GitHub Search API. The Python script (scripts/find_rising.py) uses standard libraries, includes a built-in spam filter to remove low-quality results, and contains no evidence of data exfiltration, malicious execution, or prompt injection.

能力评估

✓ Purpose & Capability

Name/description, SKILL.md and the included Python script align: the script queries the GitHub Search API, filters/deduplicates, computes stars/day, and ranks repos. No unrelated binaries, hosts, or credentials are requested.

ℹ Instruction Scope

SKILL.md instructs the agent to run the bundled script and present results. It also mentions optionally adding an Authorization header for a PAT to raise rate limits; the distributed script, however, does not read environment variables for a token (so adding a PAT would require editing the script or providing it some other way). Apart from that, instructions stay within the stated purpose and do not ask the agent to read arbitrary local files or transmit unrelated data.

✓ Install Mechanism

No install spec and only a small Python script are provided. Nothing is downloaded from external URLs or written to disk by an installer — lowest-risk install model for a skill with a local script.

ℹ Credentials

The skill declares no required env vars or credentials and the script runs unauthenticated against api.github.com (as documented). SKILL.md mentions that adding a PAT would increase rate limits, but the script doesn't automatically consume any token from the environment — so no secret access is requested by default.

✓ Persistence & Privilege

always is false and the skill doesn't request persistent system-wide configuration or modify other skills. Autonomous invocation is allowed (platform default) but not combined with elevated privileges or secret access.

如何使用

确保已安装 OpenClaw（本地或 Docker 部署）
在对话框中输入安装命令：/install github-rising-stars
安装完成后，直接呼叫该 Skill 的名称或使用 /github-rising-stars 触发
根据 Skill 的参数说明提供必要输入，即可获得结构化输出

版本历史

v1.0.0

- Initial release of github-rising-stars skill. - Enables discovery of fast-growing GitHub repositories before they reach the Trending page. - Allows filtering by days since creation, minimum star count, number of results, and language. - Ranks new repositories by stars per day and filters out known spam or low-quality projects. - Provides clear usage instructions, script options, and guidance on interpreting results.

元数据

Slug github-rising-stars

版本 1.0.0

许可证 MIT-0

累计安装 0

当前安装数 0

历史版本数 1

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