mit einem Klick
mit einem Klick
Full-autopilot trend discovery, deep research, and social publishing pipeline. Uses trend-pulse (20 sources), cf-browser (headless Chrome), and notebooklm (research + artifacts) MCP servers. Generates algorithm-optimized content based on Meta's 7 patent-based ranking algorithms. Use when user mentions trending topics, content creation, social media publishing, trend analysis, research pipeline, viral content, content scoring, or Threads posting.
Full-autopilot AI agent for Meta 3-platform viral content (Threads + Instagram + Facebook). Searches real-time trending topics, analyzes them against Meta's 7 patent-based ranking algorithms (EdgeRank, Andromeda, Dear Algo, Conversation Durability), generates optimized text/image/video content, adapts for each platform, and publishes automatically with scheduling support. Use this skill whenever the user mentions: Threads posting, Instagram content, Facebook page management, cross-platform social media, viral posts, social media automation, content scheduling, Threads marketing, Meta algorithm optimization, growing on Threads/IG/FB, or automating their social media workflow. Also trigger for: quote cards, carousel generation, Reels scripts, social media images, or any Meta platform content creation task.
| name | studio |
| description | Claude World Studio CLI - full command reference for all CLI operations |
| user_invocable | false |
Full CLI for Claude World Studio. Maps 1:1 to the REST API + WebSocket.
# Option A: npm global (recommended)
npm install -g @claude-world/studio
studio <command>
# Option B: From source
git clone https://github.com/claude-world/claude-world-studio.git
cd claude-world-studio && npm install
node bin/cli.js <command>
# or: npm link && studio <command>
# Option C: Electron Desktop App
npm run electron:dev # development
npm run electron:build # production (.app + .dmg)
# One-command setup (uvx preferred, auto-cached)
npx @claude-world/studio setup-mcp
# Or legacy venv mode
npx @claude-world/studio setup-mcp --venv
# Update installed servers
npx @claude-world/studio setup-mcp --update
# Server
studio serve # Start web UI
studio status # Check if running
# Sessions
studio session list
studio session create --title "Research" --workspace /path
studio session get <ID>
studio session rename <ID> --title "New Title"
studio session delete <ID>
studio session messages <ID> --limit 20
# Chat (WebSocket streaming)
studio chat --message "Find trends" --json
studio chat --session <ID> --message "Publish the best"
echo "What's trending?" | studio chat --json
studio interrupt <ID>
# Accounts
studio account list
studio account create --name "Main" --handle "@me" --platform threads --token TOKEN
studio account update <ID> --token NEW_TOKEN
studio account delete <ID>
# Settings
studio settings get
studio settings detect # Scan system for MCP tools
studio settings apply # Apply detected values
studio settings set --language en --default-workspace /path
# Publishing (supports all Threads post types)
studio publish --account <ID> --text "Hello!" --score 85
studio publish --account <ID> --text "Vote!" --poll "Option A|Option B"
studio publish --account <ID> --text "Look!" --image "https://url/img.png"
studio publish --account <ID> --text "Watch" --video "https://url/vid.mp4"
studio publish --account <ID> --text "Slides" --carousel URL1 URL2 URL3
studio publish --account <ID> --text "Mood" --gif-id "GIPHY_ID"
studio publish --account <ID> --text "Read" --link-attachment "https://url"
studio publish --account <ID> --text "TL;DR" --text-attachment article.txt
studio publish --account <ID> --text "Spoiler!" --image URL --spoiler-media
studio publish --account <ID> --text "Secret text" --spoiler-text "7:4"
studio publish --account <ID> --text "24hr only" --ghost
studio publish --account <ID> --text "My take" --quote-post-id "12345"
studio publish --account <ID> --text "Post" --reply-control mentioned_only
studio publish --account <ID> --text "Post" --topic-tag "AI" --alt-text "desc"
studio publish --account <ID> --text "Post" --link-comment "https://url"
studio history --limit 10
# Files
studio file list <SESSION_ID> --depth 2
studio file read <SESSION_ID> src/index.ts
| Flag | Env Var | Default | Description |
|---|---|---|---|
--json | — | false | JSON output for all commands |
--port N | STUDIO_PORT | 3001 | Server port |
--host H | STUDIO_HOST | 127.0.0.1 | Server host |
The chat command connects via WebSocket for real-time streaming.
Auto-create session: Omit --session to auto-create. Session ID is printed to stderr.
Input sources (priority order):
--message "text" flagecho "text" | studio chatOutput modes:
--verbose)--json: NDJSON — one JSON object per event lineNDJSON event types:
{"type":"assistant_message","content":"Here are the trends..."}
{"type":"tool_use","toolName":"get_trending","toolId":"..."}
{"type":"tool_result","content":"..."}
{"type":"result","success":true,"cost_usd":0.03}
Ctrl+C sends an interrupt to the session and exits with code 130.
SESSION=$(studio session create --title "Auto Pipeline" --json | jq -r '.id')
studio chat --session $SESSION --message "Find top 3 trending AI topics in Taiwan" --json > trends.jsonl
RESPONSE=$(grep '"type":"assistant_message"' trends.jsonl | tail -1 | jq -r '.content')
studio publish --account acc123 --text "$RESPONSE" --score 80 --json
studio chat --message "Freestyle: find trending topics, research the best, \
write a Threads post, score it, and publish to @mybrand" --json
# System cron (daily 9 AM)
0 9 * * * studio chat --message "Freestyle pipeline for @mybrand" --json >> ~/studio.log 2>&1
Or use Studio's built-in scheduler: Settings > Scheduled Tasks with per-account targeting and quality gates.
studio publish --account brand-tech --text "Technical deep-dive..." --score 85
studio publish --account brand-casual --text "Hey did you hear..." --score 75
| CLI Flag | API Key | Description |
|---|---|---|
--language | language | UI language (en, zh-TW, ja) |
--theme | theme | UI theme (light, dark, system) |
--trend-pulse-python | trendPulseVenvPython | trend-pulse venv python path |
--cf-browser-python | cfBrowserVenvPython | cf-browser venv python path |
--notebooklm-path | notebooklmServerPath | NotebookLM server.py path |
--cf-browser-url | cfBrowserUrl | CF Browser worker URL |
--cf-browser-key | cfBrowserApiKey | CF Browser API key |
--cf-account-id | cfAccountId | Cloudflare account ID (cf-api mode) |
--cf-api-token | cfApiToken | Cloudflare API token (cf-api mode) |
--default-workspace | defaultWorkspace | Default workspace path |
When operating Studio via CLI:
--json for programmatic accessstudio status --json before other commandsstudio interrupt <ID>