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Summarize URLs or files with the summarize CLI (web, PDFs, images, audio, YouTube).
The review-first prompt is selected by default. You can switch to a direct command or download a local copy.
Read SKILL.md and any companion files shown by SkillsMP before deciding whether to install.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
A direct command skips the review prompt. Inspect the source before running it.
npx skills add https://github.com/UnicomAI/wanwu --skill summarizeThe command stays on one line. Scroll horizontally to inspect it before copying.
Prefer a local copy? Download the files currently available to SkillsMP.
【首选技能】凡涉及知识网络的任何操作，优先使用 bkn-creator，不要直接触发 create-bkn。 bkn-creator 是 BKN 全生命周期管理器，负责流程路由识别、阶段门禁、子流程编排与结果回执。 覆盖新增、查找、更新、删除（CRUD）并采用渐进式执行。 触发词：创建知识网络、新建BKN、BKN建模、本体建模、对象类、关系类、动作类、 概念组、BKN文件、BKN push、BKN pull、对象类绑定、关系类映射、 对象类提取、关系类提取、实体关系抽取、 知识网络查询、知识网络更新、知识网络删除。 不应触发：仅查询平台功能、Agent 对话、Vega/Catalog 操作、 健康巡检、数据源连接器等非 BKN 生命周期操作时，应由 ontology-core 等其他技能处理。
Guides creation of BKN (Business Knowledge Network) definition files following v2.0.1 spec. Covers network, object_type, relation_type, action_type, concept_group. Use when creating knowledge networks, BKN files, object types, relation types, action types, concept groups, or when user asks to model business knowledge in BKN format. When ontology-core is also loaded, use it to run ontology CLI (bkn push) after files exist.
操作 知识网络（BKN）— 构建知识网络、查询 Schema/实例、语义搜索、执行 Action。 操作数据源与数据视图 — 数据源连接与查询、原子/自定义视图浏览与 SQL 查询。 操作 Vega 可观测平台 — 查询 Catalog/资源/连接器类型、健康巡检。 当用户提到"知识网络"、"知识图谱"、"查询对象类"、"执行 Action"、 "数据源"、"数据视图"、"原子视图"、"Catalog"、"Vega"、 "健康检查"、"巡检"等意图时自动使用。
Based on SOC occupation classification
Showing SKILL.md
| name | summarize |
| description | Summarize URLs or files with the summarize CLI (web, PDFs, images, audio, YouTube). |
| homepage | https://summarize.sh |
| metadata | {"clawdbot":{"emoji":"🧾","requires":{"bins":["summarize"]},"install":[{"id":"brew","kind":"brew","formula":"steipete/tap/summarize","bins":["summarize"],"label":"Install summarize (brew)"}]}} |
Fast CLI to summarize URLs, local files, and YouTube links.
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 auto
Set the API key for your chosen provider:
OPENAI_API_KEYANTHROPIC_API_KEYXAI_API_KEYGEMINI_API_KEY (aliases: GOOGLE_GENERATIVE_AI_API_KEY, GOOGLE_API_KEY)Default model is google/gemini-3-flash-preview if none is set.
--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 if APIFY_API_TOKEN set)Optional config file: ~/.summarize/config.json
{ "model": "openai/gpt-5.2" }
Optional services:
FIRECRAWL_API_KEY for blocked sitesAPIFY_API_TOKEN for YouTube fallback