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cheat-on-content
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Check before installing.
By Dirtytrii/codex-skills (GitHub) · other · 11 stars · scanned at commit 9c45584
用打分、盲预测、发布后复盘和 rubric 进化校准内容判断。适用于视频、文章、播客等可量化内容；触发词包括初始化、打分、预测、发布、复盘、推荐选题、抓热点、状态、找对标。首次使用先运行 cheat-init。
Works with any agent that supports SKILL.md skills.
What this skill can do
Downloads and installs other software
The author does not mention this.
Found in 21 places.
Show 17 more
- skills/cheat-on-content/adapters/perf-data/douyin-session/README.md, line 33
pip install playwright>=1.44 - skills/cheat-on-content/adapters/perf-data/douyin-session/run.sh, line 55
pip install -r "$ADAPTER_DIR/requirements.txt" - skills/cheat-on-content/adapters/perf-data/xhs-explore/README.md, line 46
pip install playwright>=1.44 - skills/cheat-on-content/adapters/perf-data/xhs-explore/run.sh, line 58
pip install -r "$ADAPTER_DIR/requirements.txt" - skills/cheat-on-content/adapters/script-extraction/whisper/README.md, line 25
brew install whisper-cpp - skills/cheat-on-content/adapters/script-extraction/whisper/README.md, line 28
brew install ffmpeg - skills/cheat-on-content/adapters/script-extraction/whisper/README.md, line 41
pip install openai-whisper - skills/cheat-on-content/adapters/script-extraction/whisper/README.md, line 42
brew install ffmpeg - skills/cheat-on-content/adapters/script-extraction/whisper/README.md, line 90
| `whisper-cpp: command not found` | 没装 | 跑 `brew install whisper-cpp` | - skills/cheat-on-content/adapters/script-extraction/whisper/README.md, line 91
| `ffmpeg: command not found` | 没装 ffmpeg | 跑 `brew install ffmpeg` | - skills/cheat-on-content/adapters/script-extraction/whisper/run.sh, line 63
Option A (recommended, fast): brew install whisper-cpp - skills/cheat-on-content/adapters/script-extraction/whisper/run.sh, line 64
Option B (Python, slower): pip install openai-whisper - skills/cheat-on-content/adapters/script-extraction/whisper/run.sh, line 74
echo "❌ ffmpeg not installed. Run: brew install ffmpeg" >&2 - skills/cheat-on-content/adapters/trend-sources/aihot.md, line 19
curl -fsSL -A "$UA" https://aihot.virxact.com/aihot-skill/install.sh | bash - skills/cheat-on-content/skills/cheat-learn-from/SKILL.md, line 156
- brew install whisper-cpp（推荐——快） - skills/cheat-on-content/skills/cheat-learn-from/SKILL.md, line 157
- pip install openai-whisper（Python 慢些） - skills/cheat-on-content/skills/cheat-retro/SKILL.md, line 119
- 依赖 httpx：首次用 `pip install -r <adapter>/requirements.txt`
and 1 more places
Sends data to these websites: huggingface.co, aihot.virxact.com, s.weibo.com, www.zhihu.com
The author does not mention this.
Found in 15 places.
Show 12 more
- skills/cheat-on-content/adapters/perf-data/bilibili-stat/crawler.py, line 64
def fetch_comments(client: httpx.Client, aid: int, max_count: int = 50) -> list[dict]: - skills/cheat-on-content/adapters/script-extraction/whisper/README.md, line 35
curl -L -O https://huggingface.co/ggerganov/whisper.cpp/resolve/main/ggml-medium.bin - skills/cheat-on-content/adapters/trend-sources/aihot.md, line 19
curl -fsSL -A "$UA" https://aihot.virxact.com/aihot-skill/install.sh | bash - skills/cheat-on-content/adapters/trend-sources/weibo-hot.md, line 5
> **当前状态**：schema only。实际 fetch 实现归 batch 3。/cheat-seed 在 stub 期由 Claude 通过 `WebFetch` 直接抓取 + 解析（见下方"过渡期实现"）。 - skills/cheat-on-content/adapters/trend-sources/weibo-hot.md, line 25
fetch(limit: int = 50) -> List[Candidate] - skills/cheat-on-content/adapters/trend-sources/weibo-hot.md, line 57
在 batch 3 写专用 adapter 实现前，`/cheat-seed` 在调用本 source 时直接由 Claude 通过 `WebFetch` 工具抓 `https://s.weibo.com/top/summary?cate=realtimehot`，从 HTML 中提取 top 50 热搜标题。具体由 - skills/cheat-on-content/adapters/trend-sources/weibo-hot.md, line 60
WebFetch("https://s.weibo.com/top/summary?cate=realtimehot", - skills/cheat-on-content/adapters/trend-sources/zhihu-hot.md, line 5
> **当前状态**：schema only。实际 fetch 实现归 batch 3。/cheat-seed 在 stub 期由 Claude 通过 `WebFetch` 直接抓取（见下方"过渡期实现"）。 - skills/cheat-on-content/adapters/trend-sources/zhihu-hot.md, line 25
fetch(limit: int = 50) -> List[Candidate] - skills/cheat-on-content/adapters/trend-sources/zhihu-hot.md, line 57
在 batch 3 写专用 adapter 前，`/cheat-seed` 通过 `WebFetch`： - skills/cheat-on-content/adapters/trend-sources/zhihu-hot.md, line 60
WebFetch("https://www.zhihu.com/api/v3/feed/topstory/hot-lists/total?limit=50&desktop=true", - skills/cheat-on-content/shared-references/candidate-schema.md, line 164
1. 实现 `fetch() → List[Candidate]` 接口（伪签名，实际是 markdown 文档描述的协议）
Changes files outside its own folder
The author does not mention this.
Found in 4 places.
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Runs commands on your computer
The author does not mention this.
Found in 9 places.
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Safer alternatives
Low-risk skills in the same category (other) that look related. Check that one does what you need.
Other copies in this repository
Dirtytrii/codex-skills has 1 more folder with a skill named cheat-on-content. This page shows the lowest-scoring copy.
Install
Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.
if [ -e ~/.agents/skills/'cheat-on-content' ] || [ -L ~/.agents/skills/'cheat-on-content' ]; then echo 'A skill folder named cheat-on-content already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/Dirtytrii/codex-skills' "$d" && git -C "$d" checkout --quiet '9c45584e4750e286867a305961fbe22828034dac' -- 'skills/cheat-on-content' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/cheat-on-content' ~/.agents/skills/'cheat-on-content' && rm -rf "$d"; fi
Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'cheat-on-content' ~/.claude/skills/'cheat-on-content' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.
Badge for your README
The badge for Dirtytrii/codex-skills shows the score of its lowest-scoring skill.
[](https://zalavijaysinh.github.io/skilltrust/repos/Dirtytrii/codex-skills/)
Score history
| Date | Version | Score |
|---|
| 2026-11-08 | 9c45584 | 65 |