Pierre Highlights
pierrecomputer/pierre
Shows how to use @pierre/highlights for syntax-highlighted HTML or tokens, streaming and incremental tokenizing, and Zed-compatible themes with CSS variables.
长视频 / 直播录像高光切片：从一条长视频里找出高光片段，切成多条独立短视频，可选转竖版 9:16 + 加字幕。找点两种方式——音频能量峰值（情绪高涨/欢呼/大声处）或转录后由内容判断挑金句段。当用户说 直播切片、高光切片、长视频切短、录像剪精华、切片、高光时刻、把直播剪成短视频、提取精彩片段、长视频找亮点 时使用。基于…
Apache-2.0Auto-check passed
Install Video Highlights
$ npx skills add ZJU-REAL/Easel --skill video-highlights -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ZJU-REAL/Easel video-highlights --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/ZJU-REAL/Easel.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/openclaw/video-highlights .claude/skills/video-highlights && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "video-highlights" agent skill from https://github.com/ZJU-REAL/Easel/tree/main/skills/openclaw/video-highlights into .claude/skills/video-highlights/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "video-highlights", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/ZJU-REAL/Easel/tree/main/skills/openclaw/video-highlightsType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add ZJU-REAL/Easel --skill video-highlights -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ZJU-REAL/Easel video-highlights --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ZJU-REAL/Easel.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/openclaw/video-highlights .agents/skills/video-highlights && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "video-highlights" agent skill from https://github.com/ZJU-REAL/Easel/tree/main/skills/openclaw/video-highlights into .agents/skills/video-highlights/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "video-highlights", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add ZJU-REAL/Easel --skill video-highlights -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ZJU-REAL/Easel video-highlights --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ZJU-REAL/Easel.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/openclaw/video-highlights .cursor/skills/video-highlights && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "video-highlights" agent skill from https://github.com/ZJU-REAL/Easel/tree/main/skills/openclaw/video-highlights into .cursor/skills/video-highlights/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "video-highlights", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/ZJU-REAL/Easel.git --path skills/openclaw/video-highlights--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add ZJU-REAL/Easel --skill video-highlights -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ZJU-REAL/Easel video-highlights --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ZJU-REAL/Easel.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/openclaw/video-highlights .gemini/skills/video-highlights && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "video-highlights" agent skill from https://github.com/ZJU-REAL/Easel/tree/main/skills/openclaw/video-highlights into .gemini/skills/video-highlights/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "video-highlights", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install ZJU-REAL/Easel video-highlightsInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add ZJU-REAL/Easel --skill video-highlights -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/ZJU-REAL/Easel.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/openclaw/video-highlights .github/skills/video-highlights && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "video-highlights" agent skill from https://github.com/ZJU-REAL/Easel/tree/main/skills/openclaw/video-highlights into .github/skills/video-highlights/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "video-highlights", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add ZJU-REAL/Easel --skill video-highlights -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install ZJU-REAL/Easel video-highlights --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ZJU-REAL/Easel.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/openclaw/video-highlights .opencode/skills/video-highlights && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "video-highlights" agent skill from https://github.com/ZJU-REAL/Easel/tree/main/skills/openclaw/video-highlights into .opencode/skills/video-highlights/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "video-highlights", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
video-highlights- GitHub stars
- 3.4k
- Token cost
- ~588 tokens
- SKILL.md length
- 113 words
- Files
- 1
- Skills in repo
- 114
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
长视频 / 直播录像高光切片：从一条长视频里找出高光片段，切成多条独立短视频，可选转竖版 9:16 + 加字幕。找点两种方式——音频能量峰值（情绪高涨/欢呼/大声处）或转录后由内容判断挑金句段。当用户说 直播切片、高光切片、长视频切短、录像剪精华、切片、高光时刻、把直播剪成短视频、提取精彩片段、长视频找亮点 时使用。基于…
- Works in 3 steps: 先转录（复用 auto-subtitle 的 asr.py，带时间轴） → 你读转录，挑出 3-5 个最有价值/最抓人的片段（完整语义段，别切半句）， → 切片
- SKILL.md covers 输入, 输出（outputs/主题名/）, 执行步骤 and Profile 感知, plus 2 more sections
- Calls python
What it does
Video Highlights is an agent skill from ZJU-REAL/Easel. 长视频 / 直播录像高光切片：从一条长视频里找出高光片段，切成多条独立短视频，可选转竖版 9:16 + 加字幕。找点两种方式——音频能量峰值（情绪高涨/欢呼/大声处）或转录后由内容判断挑金句段。当用户说 直播切片、高光切片、长视频切短、录像剪精华、切片、高光时刻、把直播剪成短视频、提取精彩片段、长视频找亮点 时使用。基于 shared/scripts/highlightcut.py（librosa 能量分析）。与 clipify 区别：clipify 专做英文口播找笑点+动态人脸pan，本 SKILL 更通用（中文/直播皆可）、静态转竖版更稳。
Its SKILL.md is about 590 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The repository describes itself as: An open-source AI agent for social media — discover trends, create content, publish everywhere, and learn what works across Xiaohongshu, Douyin, Zhihu, Bilibili, and more.🎨一个开源的… The licence is Apache-2.0.
Example prompts
- “/video-highlights”
Requirements
- Python 3
Workflow steps
3 steps, taken from the first numbered list in SKILL.md.
- 先转录（复用 auto-subtitle 的 asr.py，带时间轴）
- 你读转录，挑出 3-5 个最有价值/最抓人的片段（完整语义段，别切半句），
- 切片
What it can do on your machine
Read from SKILL.md and the folder at commit 278f420. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Shell commands in SKILL.md call:
python
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Video Highlights loads about 588 tokens when it runs. Until then it costs about 73 tokens; SKILL.md has 113 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from ZJU-REAL/Easel at commit 278f420, republished under its Apache-2.0 licence (© ZJU-REAL). 113 words, ~588 tokens.
Download SKILL.mdSave it as
.claude/skills/video-highlights/SKILL.md (or your agent's skills folder).- name
- video-highlights
- description
- 长视频 / 直播录像高光切片：从一条长视频里找出高光片段，切成多条独立短视频，可选转竖版 9:16 + 加字幕。找点两种方式——音频能量峰值（情绪高涨/欢呼/大声处）或转录后由内容判断挑金句段。当用户说 直播切片、高光切片、长视频切短、录像剪精华、切片、高光时刻、把直播剪成短视频、提取精彩片段、长视频找亮点 时使用。基于 shared/scripts/highlight_cut.py（librosa 能量分析）。与 clipify 区别：clipify 专做英文口播找笑点+动态人脸pan，本 SKILL 更通用（中文/直播皆可）、静态转竖版更稳。
- layer
- produce
长视频 / 直播录像高光切片
从长视频里找高光段 → 切成多条短视频（可转竖版 + 加字幕）。切片执行走
skills/shared/scripts/highlight_cut.py，不要手拼裁切命令——脚本已处理精确裁切、 前后留白、批量输出、转竖版、清单生成。
英文口播找笑点 + 逐段动态人脸 pan 见 clipify；只转画幅见 video-reframe； 字幕翻译见 subtitle-translate。
输入
| 字段 | 必填 | 说明 |
|---|---|---|
| 长视频 | 是 | 直播录像 / 长视频（没给就问） |
| 找点方式 | 否 | 能量（默认，情绪高涨处）/ 内容（转录后按金句/爆点挑） |
| 片段数 | 否 | 切几条（默认 5） |
| 每段时长 | 否 | 每条大约多长（默认 20s） |
| 转竖版 | 否 | 是否转 9:16 发抖音/小红书 |
输出（outputs/主题名/）
- 多条切片（
highlight_01.mp4…）+ 清单highlights.json
执行步骤
脚本路径（相对项目根）：skills/shared/scripts/highlight_cut.py（energy -h / cut -h）。
方式 A：音频能量找点（快，适合有欢呼/情绪起伏的直播）
# 1) 找候选段
python skills/shared/scripts/highlight_cut.py energy -i <长视频> \
--top 5 --clip-len 20 -o /tmp/hl_cand.json
# 2) 切片（可同时转竖版）
python skills/shared/scripts/highlight_cut.py cut -i <长视频> \
--segments /tmp/hl_cand.json -o outputs/video-highlights \
--reframe 9:16 --reframe-mode blur方式 B：内容找点（准，适合口播/知识/带货，挑金句爆点）
- 先转录（复用 auto-subtitle 的
asr.py，带时间轴）：bash python skills/shared/scripts/asr.py transcribe -i <长视频> --format json -o /tmp/hl.json - 你读转录，挑出 3-5 个最有价值/最抓人的片段（完整语义段，别切半句），
写成切片清单
/tmp/hl_segs.json：json {"segments": [{"start": 73.2, "end": 95.0, "label": "金句：xxx"}, ...]} - 切片：
bash python skills/shared/scripts/highlight_cut.py cut -i <长视频> \ --segments /tmp/hl_segs.json -o outputs/video-highlights --reframe 9:16
--pad 0.3 每段前后留白避免切太紧；不转竖版就去掉 --reframe。
Profile 感知
- 有 Profile：转竖版比例按
platforms.md主平台；找点侧重贴合账号定位（带货看爆点、 知识看金句、娱乐看情绪高潮）；切片时长贴合平台（抖音 15-30s，视频号 30-60s）。 - 无 Profile：默认能量找点 top5、每段 20s，询问是否转竖版。
规则
- 内容找点务必切完整语义段，不要从半句话切进/切出。
- 能量找点适合有明显情绪起伏的素材；平淡口播优先用内容找点（方式 B）。
- 切片默认前后各留 0.3s 白，避免开头/结尾被切掉。
- 转竖版口播类建议
--reframe-mode smart（人脸居中），其它用blur（不丢画面）。 - 产物统一进
outputs/主题名/，附highlights.json清单。
参考来源
音频能量选段用 librosa RMS 峰值（贪心去重保证峰间隔）；内容选段沿用 opus-clip 式"转录→挑金句" 思路但交给 LLM 判断。切片/转竖版复用确定性脚本，保证时间轴与画幅不出错。
© ZJU-REAL, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in skills/openclaw/video-highlights of ZJU-REAL/Easel.
Open the folder on GitHubat commit 278f420
Compare with similar skills
Video Highlights next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Video Highlights this skillZJU-REAL/Easel | 3.4k | — | ~588 | Automated safety check: Pass | Apache-2.0 | |
| Pierre Highlightspierrecomputer/pierre | 6.3k | — | ~409 | Automated safety check: Pass | Apache-2.0 | |
| Highlightxenodium/emacs-skills | 143 | — | ~395 | Automated safety check: Pass | None | |
| Molcell Highlightsbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.4k | Automated safety check: Pass | MIT | |
| Sports Highlight EditorLeoYeAI/openclaw-master-skills | 2.2k | — | ~4.1k | Automated safety check: Pass | MIT | |
| Academic Highlight Generatoraipoch/medical-research-skills | 1.9k | — | ~1.5k | Automated safety check: Pass | MIT |
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Highlight
xenodium/emacs-skills
This skill should be used when the user invokes "/highlight" to highlight relevant regions in one or more files in Emacs via emacsclient.
Molcell Highlights
brycewang-stanford/Awesome-Journal-Skills
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Sports Highlight Editor
LeoYeAI/openclaw-master-skills
The sports-highlight-editor skill analyzes raw game footage and automatically identifies peak moments — goals, dunks, sprints, saves, and crowd reactions — then assembles them into a polished…
Academic Highlight Generator
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Generates submission-ready Elsevier/SCI Highlights from manuscript text or extracted PDF/DOCX/TXT content.
Highlight Images
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Find, download, resize, and embed images for the three Highlight links in draft.md.
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Questions about Video Highlights
What does Video Highlights do?
长视频 / 直播录像高光切片：从一条长视频里找出高光片段，切成多条独立短视频，可选转竖版 9:16 + 加字幕。找点两种方式——音频能量峰值（情绪高涨/欢呼/大声处）或转录后由内容判断挑金句段。当用户说 直播切片、高光切片、长视频切短、录像剪精华、切片、高光时刻、把直播剪成短视频、提取精彩片段、长视频找亮点 时使用。基于…. Video Highlights is an agent skill from ZJU-REAL/Easel.
How do I install Video Highlights in Claude Code?
Run `npx skills add ZJU-REAL/Easel --skill video-highlights -a claude-code`. Or copy the skill folder (skills/openclaw/video-highlights in ZJU-REAL/Easel) into .claude/skills/video-highlights in your project. Claude Code loads it when a task matches its description.
How do I install Video Highlights in Codex?
Run `npx skills add ZJU-REAL/Easel --skill video-highlights -a codex`. Or copy the skill folder (skills/openclaw/video-highlights in ZJU-REAL/Easel) into .agents/skills/video-highlights in your project. Codex loads it when a task matches its description.
Can I use Video Highlights in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add ZJU-REAL/Easel --skill video-highlights -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/video-highlights, .gemini/skills/video-highlights, .github/skills/video-highlights and .opencode/skills/video-highlights in your project.
What does Video Highlights need to run?
Going by SKILL.md and its folder, Video Highlights needs the command-line tools its instructions call (python). Our summary lists: Python 3.
Does Video Highlights access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Video Highlights safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Video Highlights use?
Video Highlights is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Video Highlights use?
About 588 tokens (SKILL.md is roughly 2.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Video Highlights?
Skills that share tags, products or a category with Video Highlights: Pierre Highlights (pierrecomputer/pierre, 6.3k stars), Highlight (xenodium/emacs-skills, 143 stars), Molcell Highlights (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars) and Sports Highlight Editor (LeoYeAI/openclaw-master-skills, 2.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Video Highlights?
ZJU-REAL (a GitHub organization) maintains it in ZJU-REAL/Easel, which has 3,376 GitHub stars. The repository holds 114 skills in this directory. The repository was last updated on October 9, 2026.
Source: ZJU-REAL/Easel on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.