Summarize
openclaw/openclaw
Summarize or transcribe URLs, YouTube/videos, podcasts, articles, transcripts, PDFs, and local files.
Summarize, condense, or digest content into structured key points, details, and action items.
MITAuto-check passed
Install Summarize
$ npx skills add clawdotnet/openclaw.net --skill summarize -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install clawdotnet/openclaw.net summarize --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/clawdotnet/openclaw.net.git skills-src && mkdir -p .claude/skills && cp -r skills-src/src/OpenClaw.Gateway/skills/summarize .claude/skills/summarize && 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 "summarize" agent skill from https://github.com/clawdotnet/openclaw.net/tree/main/src/OpenClaw.Gateway/skills/summarize into .claude/skills/summarize/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "summarize", 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/clawdotnet/openclaw.net/tree/main/src/OpenClaw.Gateway/skills/summarizeType 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 clawdotnet/openclaw.net --skill summarize -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install clawdotnet/openclaw.net summarize --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/clawdotnet/openclaw.net.git skills-src && mkdir -p .agents/skills && cp -r skills-src/src/OpenClaw.Gateway/skills/summarize .agents/skills/summarize && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "summarize" agent skill from https://github.com/clawdotnet/openclaw.net/tree/main/src/OpenClaw.Gateway/skills/summarize into .agents/skills/summarize/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "summarize", 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 clawdotnet/openclaw.net --skill summarize -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install clawdotnet/openclaw.net summarize --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/clawdotnet/openclaw.net.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/src/OpenClaw.Gateway/skills/summarize .cursor/skills/summarize && 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 "summarize" agent skill from https://github.com/clawdotnet/openclaw.net/tree/main/src/OpenClaw.Gateway/skills/summarize into .cursor/skills/summarize/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "summarize", 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/clawdotnet/openclaw.net.git --path src/OpenClaw.Gateway/skills/summarize--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 clawdotnet/openclaw.net --skill summarize -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install clawdotnet/openclaw.net summarize --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/clawdotnet/openclaw.net.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/src/OpenClaw.Gateway/skills/summarize .gemini/skills/summarize && 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 "summarize" agent skill from https://github.com/clawdotnet/openclaw.net/tree/main/src/OpenClaw.Gateway/skills/summarize into .gemini/skills/summarize/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "summarize", 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 clawdotnet/openclaw.net summarizeInstalls 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 clawdotnet/openclaw.net --skill summarize -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/clawdotnet/openclaw.net.git skills-src && mkdir -p .github/skills && cp -r skills-src/src/OpenClaw.Gateway/skills/summarize .github/skills/summarize && 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 "summarize" agent skill from https://github.com/clawdotnet/openclaw.net/tree/main/src/OpenClaw.Gateway/skills/summarize into .github/skills/summarize/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "summarize", 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 clawdotnet/openclaw.net --skill summarize -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install clawdotnet/openclaw.net summarize --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/clawdotnet/openclaw.net.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/src/OpenClaw.Gateway/skills/summarize .opencode/skills/summarize && 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 "summarize" agent skill from https://github.com/clawdotnet/openclaw.net/tree/main/src/OpenClaw.Gateway/skills/summarize into .opencode/skills/summarize/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "summarize", 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
summarize- GitHub stars
- 520
- Token cost
- ~302 tokens
- SKILL.md length
- 136 words
- Files
- 1
- Skills in repo
- 12
- Repo updated
- First seen
- Licence
- MIT
At a glance
Summarize, condense, or digest content into structured key points, details, and action items.
- Works in 3 steps: Key Points — 3–5 bullet points of the… → Details — Brief expansion on each key… → Action Items — Any tasks, decisions, or…
- SKILL.md covers Format and Guidelines
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Summarize is an agent skill from clawdotnet/openclaw.net. Summarize, condense, or digest content into structured key points, details, and action items.
Its SKILL.md is about 300 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: Self-hosted Enterprise and Personal AI + agent runtime in .NET (NativeAOT-friendly). The licence is MIT.
Example prompts
- “/summarize”
Workflow steps
3 steps, taken from the first numbered list in SKILL.md.
- Key Points — 3–5 bullet points of the most important information
- Details — Brief expansion on each key point if the user needs more depth
- Action Items — Any tasks, decisions, or follow-ups identified (omit if none)
What it can do on your machine
Read from SKILL.md and the folder at commit 2344435. 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
No scripts in the folder and no shell commands in SKILL.md.
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
Summarize loads about 302 tokens when it runs. Until then it costs about 26 tokens; SKILL.md has 136 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 clawdotnet/openclaw.net at commit 2344435, republished under its MIT licence (© clawdotnet). 136 words, ~302 tokens.
Download SKILL.mdSave it as
.claude/skills/summarize/SKILL.md (or your agent's skills folder).- name
- summarize
- description
- Summarize, condense, or digest content into structured key points, details, and action items.
- triggers
- summarize, condense, digest, tldr, summary, 总结, 摘要, 概括
- provenance.origin
- openclaw.net
- provenance.license
- MIT
Summarize
When the user asks to summarize, condense, or get a digest of content, produce a structured summary.
Format
- Key Points — 3–5 bullet points of the most important information
- Details — Brief expansion on each key point if the user needs more depth
- Action Items — Any tasks, decisions, or follow-ups identified (omit if none)
Guidelines
- Keep summaries concise. Default to 3–5 key points unless the user asks for more.
- Prioritize what matters to the user's stated goal. If the goal is unclear, ask before summarizing.
- Preserve factual accuracy. Do not invent dates, names, numbers, or conclusions not present in the source.
- When summarizing a conversation or thread, distinguish between facts, opinions, decisions, and open questions.
- For long content, consider a two-pass approach: first extract the structure (sections, topics), then summarize each with appropriate depth.
© clawdotnet, MIT. 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 src/OpenClaw.Gateway/skills/summarize of clawdotnet/openclaw.net.
Open the folder on GitHubat commit 2344435
Compare with similar skills
Summarize 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 |
|---|---|---|---|---|---|---|
| Summarize this skillclawdotnet/openclaw.net | 520 | — | ~302 | Automated safety check: Pass | MIT | |
| Summarizeopenclaw/openclaw | 392k | 1 repos | ~531 | Automated safety check: Pass | MIT | |
| Research Summarizeralirezarezvani/claude-skills | 28k | 2 repos | ~2.7k | Automated safety check: Pass | MIT | |
| Weekly Project Digeststhedotmack/claude-mem | 98k | — | ~3.5k | Automated safety check: Pass | Apache-2.0 | |
| Summarizerholaboss-ai/holaOS | 11k | — | ~615 | Automated safety check: Pass | Custom licence | |
| Collection Digestoutline/outline | 41k | — | ~498 | Automated safety check: Pass | Custom licence |
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Research Summarizer
alirezarezvani/claude-skills
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Turns a project's claude-mem timeline into a week-by-week narrative, splitting it by ISO week and running one subagent per week that receives the prior week's carry-forward block.
Summarizer
holaboss-ai/holaOS
Condense long articles, reports, and documents into clear, concise summaries.
Collection Digest
outline/outline
Summarize what changed in an Outline collection since a date; use when the user asks what is new, what was updated, or wants a digest of recent documents.
Hacker News Summarizer
ykdojo/claude-code-tips
Fetches Hacker News top stories, a chosen story with its comment thread and the linked article through the official APIs, then summarizes them.
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Questions about Summarize
What does Summarize do?
Summarize, condense, or digest content into structured key points, details, and action items. net. Summarize, condense, or digest content into structured key points, details, and action items.
How do I install Summarize in Claude Code?
Run `npx skills add clawdotnet/openclaw.net --skill summarize -a claude-code`. Or copy the skill folder (src/OpenClaw.Gateway/skills/summarize in clawdotnet/openclaw.net) into .claude/skills/summarize in your project. Claude Code loads it when a task matches its description.
How do I install Summarize in Codex?
Run `npx skills add clawdotnet/openclaw.net --skill summarize -a codex`. Or copy the skill folder (src/OpenClaw.Gateway/skills/summarize in clawdotnet/openclaw.net) into .agents/skills/summarize in your project. Codex loads it when a task matches its description.
Can I use Summarize 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 clawdotnet/openclaw.net --skill summarize -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/summarize, .gemini/skills/summarize, .github/skills/summarize and .opencode/skills/summarize in your project.
What does Summarize need to run?
SKILL.md names no scripts, command-line tools or credentials: Summarize is instructions for the agent only.
Does Summarize 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 Summarize 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 Summarize use?
Summarize is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Summarize use?
About 302 tokens (SKILL.md is roughly 1.2k 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 Summarize?
Skills that share tags, products or a category with Summarize: Summarize (openclaw/openclaw, 392k stars), Research Summarizer (alirezarezvani/claude-skills, 28k stars), Weekly Project Digests (thedotmack/claude-mem, 98k stars) and Summarizer (holaboss-ai/holaOS, 11k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Summarize?
clawdotnet (a GitHub organization) maintains it in clawdotnet/openclaw.net, which has 520 GitHub stars. The repository holds 12 skills in this directory. The repository was last updated on October 3, 2026.
Source: clawdotnet/openclaw.net on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.