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TinyFish Web Agent

Use TinyFish web agent to extract/scrape websites, extract data, and automate browser actions using natural language. Use when you need to extract/scrape data from websites, handle bot-protected sites, or automate web tasks.

skill openclawclawhub Free
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Use TinyFish web agent to extract/scrape websites, extract data, and automate browser actions using natural language. Use when you need to extract/scrape data from websites, handle bot-protected sites, or automate web tasks.

⬇ 0 downloads β˜… 0 stars Unverified but indexed

Install for OpenClaw

Quick setup
  1. Download the package from Yavira.
  2. Extract the archive and review SKILL.md first.
  3. Import or place the package into your OpenClaw setup.

Requirements

Target platform
OpenClaw
Install method
Manual import
Extraction
Extract archive
Prerequisites
OpenClaw
Primary doc
SKILL.md

Package facts

Download mode
Yavira redirect
Package format
ZIP package
Source platform
Tencent SkillHub
What's included
scripts/extract.sh, SKILL.md

Validation

  • Use the Yavira download entry.
  • Review SKILL.md after the package is downloaded.
  • Confirm the extracted package contains the expected setup assets.

Install with your agent

Agent handoff

Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.

  1. Download the package from Yavira.
  2. Extract it into a folder your agent can access.
  3. Paste one of the prompts below and point your agent at the extracted folder.
New install

I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete.

Upgrade existing

I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run.

Trust & source

Release facts

Source
Tencent SkillHub
Verification
Indexed source record
Version
1.0.2

Documentation

ClawHub primary doc Primary doc: SKILL.md 9 sections Open source page

TinyFish Web Agent

Requires: TINYFISH_API_KEY environment variable

Pre-flight Check (REQUIRED)

Before making any API call, always run this first to verify the key is available: [ -n "$TINYFISH_API_KEY" ] && echo "TINYFISH_API_KEY is set" || echo "TINYFISH_API_KEY is NOT set" If the key is not set, you MUST stop and ask the user to add their API key. Do NOT fall back to other tools or approaches β€” the task requires TinyFish. Tell the user: You need a TinyFish API key. Get one at: https://agent.tinyfish.ai/api-keys Then set it so the agent can use it: Option 1 β€” Environment variable (works everywhere): export TINYFISH_API_KEY="your-key-here" Option 2 β€” Claude Code settings (Claude Code only): Add to ~/.claude/settings.local.json: { "env": { "TINYFISH_API_KEY": "your-key-here" } } Do NOT proceed until the key is confirmed available.

Best Practices

Specify JSON format: Always describe the exact structure you want returned Parallel calls: When extracting from multiple independent sites, make separate parallel calls instead of combining into one prompt

Basic Extract/Scrape

Extract data from a page. Specify the JSON structure you want: curl -N -s -X POST "https://agent.tinyfish.ai/v1/automation/run-sse" \ -H "X-API-Key: $TINYFISH_API_KEY" \ -H "Content-Type: application/json" \ -d '{ "url": "https://example.com", "goal": "Extract product info as JSON: {\"name\": str, \"price\": str, \"in_stock\": bool}" }'

Multiple Items

Extract lists of data with explicit structure: curl -N -s -X POST "https://agent.tinyfish.ai/v1/automation/run-sse" \ -H "X-API-Key: $TINYFISH_API_KEY" \ -H "Content-Type: application/json" \ -d '{ "url": "https://example.com/products", "goal": "Extract all products as JSON array: [{\"name\": str, \"price\": str, \"url\": str}]" }'

Stealth Mode

For bot-protected sites, add "browser_profile": "stealth" to the request body: curl -N -s -X POST "https://agent.tinyfish.ai/v1/automation/run-sse" \ -H "X-API-Key: $TINYFISH_API_KEY" \ -H "Content-Type: application/json" \ -d '{ "url": "https://protected-site.com", "goal": "Extract product data as JSON: {\"name\": str, \"price\": str, \"description\": str}", "browser_profile": "stealth" }'

Proxy

Route through a specific country by adding "proxy_config" to the body: curl -N -s -X POST "https://agent.tinyfish.ai/v1/automation/run-sse" \ -H "X-API-Key: $TINYFISH_API_KEY" \ -H "Content-Type: application/json" \ -d '{ "url": "https://geo-restricted-site.com", "goal": "Extract pricing data as JSON: {\"item\": str, \"price\": str, \"currency\": str}", "browser_profile": "stealth", "proxy_config": {"enabled": true, "country_code": "US"} }'

Output

The SSE stream returns data: {...} lines. The final result is the event where type == "COMPLETE" and status == "COMPLETED" β€” the extracted data is in the resultJson field. Claude reads the raw SSE output directly; no script-side parsing is needed.

Parallel Extraction

When extracting from multiple independent sources, make separate parallel curl calls instead of combining into one prompt: Good - Parallel calls: # Compare pizza prices - run these simultaneously curl -N -s -X POST "https://agent.tinyfish.ai/v1/automation/run-sse" \ -H "X-API-Key: $TINYFISH_API_KEY" \ -H "Content-Type: application/json" \ -d '{ "url": "https://pizzahut.com", "goal": "Extract pizza prices as JSON: [{\"name\": str, \"price\": str}]" }' curl -N -s -X POST "https://agent.tinyfish.ai/v1/automation/run-sse" \ -H "X-API-Key: $TINYFISH_API_KEY" \ -H "Content-Type: application/json" \ -d '{ "url": "https://dominos.com", "goal": "Extract pizza prices as JSON: [{\"name\": str, \"price\": str}]" }' Bad - Single combined call: # Don't do this - less reliable and slower curl -N -s -X POST "https://agent.tinyfish.ai/v1/automation/run-sse" \ -H "X-API-Key: $TINYFISH_API_KEY" \ -H "Content-Type: application/json" \ -d '{ "url": "https://pizzahut.com", "goal": "Extract prices from Pizza Hut and also go to Dominos..." }' Each independent extraction task should be its own API call. This is faster (parallel execution) and more reliable.

Category context

Agent frameworks, memory systems, reasoning layers, and model-native orchestration.

Source: Tencent SkillHub

Largest current source with strong distribution and engagement signals.

Package contents

Included in package
1 Docs1 Scripts
  • SKILL.md Primary doc
  • scripts/extract.sh Scripts