summarize
Skill5.7k starsChanged 37 days agoApache-2.0View on GitHub
Summarize or extract text/transcripts from URLs, podcasts, and local files (great fallback for “transcribe this YouTube/video”).
- Reads credentials
94 other projects use a version of this, 31 of them edited.
Trending
Quiet since September.about the whole repository
Most recently taken up by
- CloudChef/atlasclaw-providersedited, first seen Nov 8, 2026
- domengabrovsek/agent-configtheir own version, first seen Nov 8, 2026
- domengabrovsek/claudetheir own version, first seen Nov 8, 2026
- sergeiwallace/skillstheir own version, first seen Nov 8, 2026
- mahsumaktas/agent-evolution-kitedited, first seen Nov 8, 2026
- insight68/Skillsword for word, first seen Nov 8, 2026
Who's talking about the-open-agent/openagent
- @golangoss.bsky.social“openagent (⭐️ 5515) ⚡️next-generation personal AI assistant powered by LLM, RAG and agent loops, supporting …”Bluesky · Aug 16, 2026 · 2 likes
- @golangoss.bsky.social“openagent (⭐️ 5334) ⚡️next-generation personal AI assistant powered by LLM, RAG and agent loops, supporting …”Bluesky · Jul 4, 2026 · 1 likes
- @golangoss.bsky.social“openagent (⭐️ 5309) ⚡️next-generation personal AI assistant powered by LLM, RAG and agent loops, supporting …”Bluesky · Jun 27, 2026 · 1 likes
- @golangoss.bsky.social“openagent (⭐️ 5086) ⚡️next-generation personal AI assistant powered by LLM, RAG and agent loops, supporting …”Bluesky · May 30, 2026 · 1 likes
- Shubhamsaboo/awesome-llm-apps“Add OpenAgent — self-hostable AI assistant platform with LLM, RAG, agent loops & MCP”GitHub · May 3, 2026 · 1 reactions
The biggest 5 of 30 mentions linking to the repository that our crawl found. Each line is their own headline.
See all 30
Talked about on GitHub and Bluesky (30 times).
On GitHub · 26
- May 3, 2026Add OpenAgent — self-hostable AI assistant platform with LLM, RAG, agent loops & MCP — Shubhamsaboo/awesome-llm-apps1 reaction · 1 comment
- Sep 20, 2026[开源自荐] OpenAgent:一个 exe 就能跑的自托管 AI Agent 平台 — 521xueweihan/HelloGitHub0 reactions
- Sep 20, 2026【开源自荐】OpenAgent:一个 exe 就能跑的自托管 AI Agent 平台,Agent 能开浏览器、跑命令、写 Office — GitHubDaily/GitHubDaily0 reactions
- Sep 20, 2026【开源自荐】OpenAgent:Go 写的自托管 AI Agent 平台,单二进制、Windows 原生跑,工具权限用 Casbin — polaris1119/golangweekly0 reactions
- Aug 2, 2026feat: detect OpenAgent — casdoor/casdoor-aiguard0 reactions
21 more on GitHub
- Aug 2, 2026[feature] detect OpenAgent — casdoor/casdoor-aiguard0 reactions
- Jul 8, 2026test: add MCP intranet scan unit tests — Ayush7614/openagent0 reactions · 3 comments
- Jul 8, 2026fix: Ollama embeddings URL + safer i18n errors — Ayush7614/openagent0 reactions · 3 comments
- Jul 8, 2026fix: robust SKILL.md front-matter parsing + new Ollama skill — Ayush7614/openagent0 reactions · 3 comments
- Jul 5, 2026feat: add SendNotification API — casdoor/casdoor-go-sdk0 reactions
- Jun 24, 2026[feature] remove Conf.js config — casosorg/casos0 reactions · 1 comment
- Jun 6, 2026[Add] Casibase / OpenAgent (the-open-agent/openagent) — PyTorchKR/landscape0 reactions
- May 26, 2026【开源自荐】OpenAgent:一个二进制文件跑起来的 AI Agent 平台(4900+ Star) — ruanyf/weekly0 reactions · 1 comment
- May 18, 2026feat: add shell tool for command execution and background sessions — AidenAI-IO/aico-link0 reactions · 1 comment
- May 5, 2026Add OpenAgent to Agent Frameworks (General Purpose) — caramaschiHG/awesome-ai-agents-20260 reactions
- May 5, 2026Add OpenAgent to Autonomous Agent Task Solver Projects — Jenqyang/Awesome-AI-Agents0 reactions
- May 5, 2026Add OpenAgent to open-source projects — e2b-dev/awesome-ai-agents0 reactions
- May 5, 2026Add OpenAgent between OpenAGI and OpenAI — slavakurilyak/awesome-ai-agents0 reactions · 1 comment
- May 5, 2026Add OpenAgent (data/openagent.yml) — alternbits/awesome-ai-agents0 reactions
- May 5, 2026Add OpenAgent to Browser & Computer Use Agents section — tysoncung/awesome-ai-agents0 reactions
- May 3, 2026Add OpenAgent — open-source personal AI assistant with LLM, RAG, agent loops & MCP Body: — slavakurilyak/awesome-ai-agents0 reactions · 2 comments
- May 3, 2026Add OpenAgent — self-hostable AI assistant platform with LLM, RAG, agent loops & MCP — av/awesome-llm-services0 reactions
- May 3, 2026Add OpenAgent — open-source AI assistant platform with built-in LLMOps observability, usage analytics & admin dashboard — tensorchord/Awesome-LLMOps0 reactions
- May 3, 2026Add OpenAgent — open-source personal AI assistant platform with LLM, RAG, agent loops & MCP — taishi-i/awesome-ChatGPT-repositories0 reactions · 1 comment
- May 3, 2026Add OpenAgent — open-source personal AI assistant with LLM, RAG, agent loops & MCP — e2b-dev/awesome-ai-agents0 reactions · 2 comments
- Apr 26, 2026[Trend Scout] the-open-agent/openagent — magicpro97/copilot-session-knowledge0 reactions · 1 comment
On Bluesky · 4
- Aug 16, 2026openagent (⭐️ 5515) ⚡️next-generation personal AI assistant powered by LLM, RAG and agent loops, supporting computer-use, browser-use and… — @golangoss.bsky.social2 likes and reposts
- Jul 4, 2026openagent (⭐️ 5334) ⚡️next-generation personal AI assistant powered by LLM, RAG and agent loops, supporting computer-use, browser-use and… — @golangoss.bsky.social1 likes and repost
- Jun 27, 2026openagent (⭐️ 5309) ⚡️next-generation personal AI assistant powered by LLM, RAG and agent loops, supporting computer-use, browser-use and… — @golangoss.bsky.social1 likes and repost
- May 30, 2026openagent (⭐️ 5086) ⚡️next-generation personal AI assistant powered by LLM, RAG and agent loops, supporting computer-use, browser-use and… — @golangoss.bsky.social1 likes and repost
Used with
Projects with it also use openclaw-performance, plugin-sdk-impact and 4 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
clawdbotSkillopenclaw-performance
Performance work in OpenClaw: a slow or heavy flow (latency, CPU, memory, SQL, RPC, renders), writing or reviewing a perf PR, or adding a cache. Count the work, delete waste first, cache last.
Also in 7 projects that use this
clawdbotSkillplugin-sdk-impact
Count Plugin SDK consumers across live ClawHub releases and bundled OpenClaw plugins before deprecation, removal, or behavior changes; supports public release-date filters.
Also in 7 projects that use this
molt-botSkilldiscord-e2e
Test Discord with Convex-leased QA bots: check credentials without a Gateway, exercise owned messages, or prove OpenClaw replies, files, threads, reactions, streaming, and typing. Distinguish API and Gateway evidence from manual user interactions.
Also in 10 projects that use this
molt-botSkillopenclaw-repair-sweep
Run scoped OpenClaw issue/PR repair campaigns: coordinate workers, prove root causes, and land or close verified work under the requested authority.
Also in 10 projects that use this
- +2 more from molt-bot
Other versions94 projects use a version of this.
Word for word · 14
- casibase/casibase★ 5.7k100% same
- linuxhsj/openclaw-zero-token★ 5.2k100% same
- OpenBMB/EdgeClaw★ 1.2k100% same
- AtomicBot-ai/atomicbot★ 325100% same
- QVerisAI/QVerisBot★ 184100% same
- cohen-liel/hivemind★ 108100% same
- TermiX-official/cryptoclaw★ 100100% same
- insight68/Skills★ 5100% same
- 0xHoneyJar/loa-beauvoir★ 4100% same
- yunze7373/openclaw-termux★ 2100% same
- AnasNafees1802/BabyClaw★ 1100% same
3 more not listed
Edited · 31
- moltbot/clawdbot★ 394k81% same
- steipete/warelay★ 394k81% same
- steipete/clawdis★ 394k81% same
- moltbot/moltbot★ 394k81% same
- clawdbot/clawdbot★ 394k81% same
- openclaw/openclaw★ 394k81% same
- molt-bot/clawdbot★ 391k81% same
- spinabot/brigade★ 11k98% same
- OpenBMB/PilotDeck★ 5k68% same
- Bitterbot-AI/bitterbot-desktop★ 2.5k98% same
21 more not listed
Wrote their own version · 49
- steipete/summarize★ 6.8ksame name
- mitsuhiko/agent-commands★ 3.2ksame name
- mitsuhiko/agent-stuff★ 3.2ksame name
- Xxiii8322766509/NagaAgent★ 1.5ksame name
- RTGS2017/NagaAgent★ 1.5ksame name
- cashew-labs/libretto★ 898same name
- ceedaragents/cyrus★ 888same name
- cyrusagents/cyrus★ 888same name
- saffron-health/libretto★ 883same name
- SerhiiKorniienko/bullshit-detector★ 151same name
39 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository54 other files it gives its agents.
- CLAUDE.mdCLAUDE.md
- 1passwordSkill
- apple-notesSkill
- apple-remindersSkill
- bear-notesSkill
- blogwatcherSkill
- blucliSkill
- bluebubblesSkill
- camsnapSkill
- canvasSkill
- clawhubSkill
- coding-agentSkill
- discordSkill
- eightctlSkill
- geminiSkill
- gh-issuesSkill
- gifgrepSkill
- githubSkill
- gogSkill
- goplacesSkill
- healthcheckSkill
- himalayaSkill
- imsgSkill
- mcporterSkill
- model-usageSkill
- nano-pdfSkill
- node-connectSkill
- notionSkill
- obsidianSkill
- openai-whisper-apiSkill
- openai-whisperSkill
- openhueSkill
- oracleSkill
- ordercliSkill
- peekabooSkill
- powerpointSkill
- sagSkill
- session-logsSkill
- sherpa-onnx-ttsSkill
- skill-creatorSkill
- slackSkill
- songseeSkill
- sonoscliSkill
- spotify-playerSkill
- taskflow-inbox-triageSkill
- taskflowSkill
- things-macSkill
- tmuxSkill
- trelloSkill
- video-framesSkill
- voice-callSkill
- wacliSkill
- weatherSkill
- xurlSkill
The file
We split this skill into the rules it gives an agent
3 rules. 0 are common, 2 are distinctive, and 1 is very specific to this project.
0
Common
Most of the 68 edited versions we read keep these.
2
Distinctive
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 31
Use this skill immediately when the user asks any of:
- Distinctive: line 54
If the user asked for a transcript but it’s huge, return a tight summary first, then ask which section/time range to expand.
- Very specific: line 65
Default model is google/gemini-3-flash-preview if none is set.
“Common” is measured: kept by at least 6 in 10 of the 68 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Summarize
Fast CLI to summarize URLs, local files, and YouTube links.
When to use (trigger phrases)
Use this skill immediately when the user asks any of:
- “use summarize.sh”
- “what’s this link/video about?”
- “summarize this URL/article”
- “transcribe this YouTube/video” (best-effort transcript extraction; no
yt-dlpneeded)
Quick start
summarize "https://example.com" --model google/gemini-3-flash-preview
summarize "/path/to/file.pdf" --model google/gemini-3-flash-preview
summarize "https://youtu.be/dQw4w9WgXcQ" --youtube autoYouTube: summary vs transcript
Best-effort transcript (URLs only):
summarize "https://youtu.be/dQw4w9WgXcQ" --youtube auto --extract-onlyIf the user asked for a transcript but it’s huge, return a tight summary first, then ask which section/time range to expand.
Model + keys
Set the API key for your chosen provider:
- OpenAI:
OPENAI_API_KEY - Anthropic:
ANTHROPIC_API_KEY - xAI:
XAI_API_KEY - Google:
GEMINI_API_KEY(aliases:GOOGLE_GENERATIVE_AI_API_KEY,GOOGLE_API_KEY)
Default model is google/gemini-3-flash-preview if none is set.
Useful flags
--length short|medium|long|xl|xxl|<chars>--max-output-tokens <count>--extract-only(URLs only)--json(machine readable)--firecrawl auto|off|always(fallback extraction)--youtube auto(Apify fallback ifAPIFY_API_TOKENset)
Config
Optional config file: ~/.summarize/config.json
{ "model": "openai/gpt-5.2" }Optional services:
FIRECRAWL_API_KEYfor blocked sitesAPIFY_API_TOKENfor YouTube fallback
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

