summarize
This CLI tool rapidly summarizes or extracts content from URLs, PDF files, and YouTube videos using configurable AI models. Use it when users ask for summaries of web articles, video overviews, transcript extraction from YouTube links, or text condensation from local files, particularly as a fallback when direct transcription tools are unavailable.
git clone --depth 1 https://github.com/sangrokjung/claude-forge /tmp/summarize && cp -r /tmp/summarize/skills/summarize ~/.claude/skills/summarizeSKILL.md
# 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-dlp` needed)
## Quick start
```bash
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
```
## YouTube: summary vs transcript
Best-effort transcript (URLs only):
```bash
summarize "https://youtu.be/dQw4w9WgXcQ" --youtube auto --extract-only
```
If 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 if `APIFY_API_TOKEN` set)
## Config
Optional config file: `~/.summarize/config.json`
```json
{ "model": "openai/gpt-5.2" }
```
Optional services:
- `FIRECRAWL_API_KEY` for blocked sites
- `APIFY_API_TOKEN` for YouTube fallback전문 에이전트 자동 라우팅. 법률, 재무, 특허, SEO, 마케팅, 기획, BM 설계(BMC/Lean/JTBD/Wardley/Blue Ocean/Lightning Sprint), 코드리뷰, 아키텍처, 견적, CRM, HR/인사, 노무(노동법/해고/산재/취업규칙), 리서치, 데이터 분석, 제1원칙 사고, 주식 투자, 부동산 투자, 명리학, 회사운영(노란우산/창업혜택/고용지원/세무일정), 디자인 제작(배너/카드뉴스/SNS/광고/인포그래픽), FAQ/지식베이스(KCS/셀프서비스/아티클), 고객지원(CS응답/에스컬레이션) 등 50+ 에이전트
|
계획부터 PR까지 원버튼 자동 실행. 중간에 멈추지 않습니다.
|
빌드 에러를 자동으로 분석하고 수정합니다.
Use when detecting and running project build systems automatically. Supports npm/yarn/pnpm/pip/poetry/gradle/maven/cargo/go/make. Triggers on build, test run, project setup, package manager detection.
|
Use when starting Claude Code projects, writing CLAUDE.md/spec.md, dispatching subagents, or requesting Agent Teams parallel development. Covers Spec-Driven Development, Context Engineering, and post-dev workflow.