Home / majiayu000 / spellbook · GitHub

github-trending SKILL.md skillA

github-trending from majiayu000/spellbook is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add majiayu000/spellbook/github-trending@git:20260714.772b398

Pins git:20260714.772b398 in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: majiayu000/spellbook
Path: skills/github-trending/SKILL.md
Versions recorded: 4
Latest version: git:20260714.772b398, committed Jul 14, 2026
First version recorded: Dec 24, 2025
Size: 4,446 bytes
Repository stars: 289
License: MIT

GitHub Trending 探索与分析。用于发现热门开源项目、技术趋势、开发者偏好，帮助理解技术社区的兴趣走向。使用场景包括“看看今天 GitHub 什么火了”、“Rust 最近热门项目”、“AI 领域趋势日报”、“这个方向有没有值得关注的开源项目”、“帮我做个 GitHub trending 分析”。.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# GitHub Trending 探索

**2026 版核心认知**：GitHub Trending 已是严重被 hype 和 AI slop 污染的榜单（Karpathy 等反复确认）。**本 skill 的唯一价值是「结构化数据 + 严格过滤 + 写出真实 angle」**，而不是再输出一份 list。

**职责边界**（严格遵守）：
- 只负责**发现 + 趋势分析 + 日报/洞察报告**
- **不负责**把结果加工成公众号/小红书/X 帖（用 `/scout-to-article`）
- **不负责**多 AI 深度竞品/社区反应调研（用 `/multi-ai-research`）

---

## 何时触发（推荐触发词）

- 探索今日/本周热门
- “Rust / Python / Go 最近有什么好项目”
- “AI / Agent / LLM 领域现在 trending 什么”
- “帮我看看 GitHub trending，有没有类似 X 的项目”
- “最近什么技术在快速增长，值得关注”
- “做个 GitHub trending 日报 / 周报”
- 想过滤 hype、要真实增长信号时

**不适合**：纯快速事实查询（直接让 Claude 回答即可）。

---

## 完整工作流（必须按顺序，不要跳步）

1. **拿干净数据（优先用脚本）**
   ```bash
   # 在 skill 目录执行；如果 skill 已安装到 ~/.claude/skills，也可以换成对应安装路径
   cd /path/to/spellbook/skills/github-trending

   # 今日总榜 TOP 8
   python3 scripts/fetch_trending.py --since daily --limit 8

   # Rust 周榜
   python3 scripts/fetch_trending.py --since weekly --language Rust --limit 6

   # 开发者榜
   python3 scripts/fetch_trending.py --developers --since daily --limit 10
   ```
   脚本输出结构化 JSON，**绝不直接 WebFetch 原始 HTML**。

2. **筛 TOP N + 过滤 hype**
   - 默认 5-8 个
   - 优先选 **stars_today 有真实增量 + forks 跟上 + 不是纯 awesome-list** 的
   - 参考 `reference/extended.md` 中的「Hype 红旗」快速排除

3. **必要时轻度 enrich**
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add majiayu000/spellbook/github-trending@sha256:728f1277d7b586b0

The line at the top of this page pins the label git:20260714.772b398, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

[![mdr](https://markdownregistry.com/badge/art_gshvvuddyvizdyw2.svg)](https://markdownregistry.com/a/art_gshvvuddyvizdyw2)

3 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 4 versions of this file, between Dec 24, 2025 and Jul 14, 2026, about one every 67 days.

version	committed	commit	size	audit
git:20260714.772b398 latest	2026-07-14	772b398	4,446 B	A	view · diff
git:20260603.65f12a5	2026-06-03	65f12a5	4,464 B	A	view · diff
git:20260531.5d78c1d	2026-05-31	5d78c1d	4,469 B	A	view · diff
git:20251224.4235e04	2025-12-24	4235e04	7,916 B	A	view

Audit of the latest version

A 17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.

pass: Frontmatter block present
pass: Frontmatter declares a name
pass: Frontmatter declares a description
pass: Size between 200 bytes and 200 KB (4446 bytes)
pass: No zero-width or bidi control characters
pass: No instruction hidden inside an HTML comment
pass: No link to an exfiltration or paste host
pass: No credential-shaped string
pass: No instruction to send local credentials anywhere
pass: No text hidden with inline styles
pass: No prompt-injection phrasing
pass: No curl or wget piped into a shell
pass: No recursive delete of root, home or parent
pass: No instruction to read or print local credentials
pass: No base64 blob over 200 characters
pass: No link to a raw IP address
pass: No script tag

Source

GitHub

majiayu000/spellbook · 289 stars · license MIT · pushed 2026-11-02 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_gshvvuddyvizdyw2
GET https://markdownregistry.com/api/v1/resolve?ref=majiayu000/spellbook/github-trending
GET https://markdownregistry.com/api/v1/blob/728f1277d7b586b0692321275e45b19071bbb3f9d5e903c6f244b063165bfea3

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

More from majiayu000/spellbook

AGENTS.md AGENTS.md file

majiayu000/spellbook · AGENTS.md

git:20260630.1f0cf93 · audit A · 289 stars

idea-analogist SKILL.md skill

majiayu000/spellbook · plugins/idea-coach/skills/idea-analogist/SKILL.md · 想法群聊室 — 类比者角色。被 idea-team 主编排器调用，或用户单独说"类比一下"、"别的行业有没有"、"yes-and 扩展"、"X 让你想到什么"、"跨界启示"时触发。**专门做跨界类比 + yes-and…