Volcengine ARK Web Search

Use when you need fresh web results through Volcengine ARK Responses API, especially for today's news, recent updates, fact checks, topic monitoring, or Chin...

Overview

Use this skill when the task needs up-to-date public web information and the runtime should go through Volcengine ARK Responses API instead of the model's built-in browsing. The bundled script wraps ARK responses with the web_search tool, defaults to Chinese-friendly output, and is suitable for repeatable automation or local agent workflows.

Default markdown output is stabilized into three sections:

• title
• summary
• sources

When to Use

• The user asks for today's news, recent updates, current public coverage, or live fact checks.
• You want fresh web results but must route them through Volcengine ARK with ARK_API_KEY.
• You need a reusable local command that can be shared in scripts, cron jobs, or other skills.
• The answer should prefer Chinese output, explicit dates, and source links.
• You need to compare or verify public web information before answering.

When Not to Use

• ARK_API_KEY is missing.
• The task is static and does not need current web information.
• You need browser automation, authenticated sessions, or site-specific interaction rather than search.
• A different provider is mandatory.

Quick Start

1. Confirm ARK_API_KEY is set.
2. Run the bundled script.
3. Summarize the returned answer with explicit dates and source links.

Basic usage:

bash

python3 scripts/ark_web_search.py "What are today's AI news headlines?"

Chinese query:

bash

python3 scripts/ark_web_search.py "今天有什么热点新闻"

Custom model:

bash

python3 scripts/ark_web_search.py "OpenAI latest announcements" \
  --model doubao-seed-1-6-250615

Structured JSON output:

bash

python3 scripts/ark_web_search.py "latest semiconductor policy news" \
  --format json

Longer timeout with quick retries:

bash

python3 scripts/ark_web_search.py "OpenAI latest news" \
  --timeout 90 \
  --retries 2

Dry run without network:

bash

python3 scripts/ark_web_search.py "today's EV market news" \
  --dry-run

Core Workflow

1. Rewrite the user request into a direct search question when needed. Prefer explicit entities, topics, and time windows.
2. Use the default system prompt unless the task requires raw passthrough behavior.
3. Run scripts/ark_web_search.py.
4. If the script returns enough signal, summarize in Chinese unless the user asked for another language.
5. For relative-time prompts such as "today" or "recently", write absolute dates in the final answer.

Output Requirements

• Prefer concise summaries with links.
• Default markdown output should be stable and easy to scan: title, summary, then sources.
• Preserve uncertainty when the search result is thin or conflicting.
• If sources are present, include them.
• Convert relative date language into explicit dates whenever possible.
• If the API result is insufficient, say so instead of inventing facts.

Files

• scripts/ark_web_search.py: ARK Responses API runner with web_search, dry-run support, streaming support, and source extraction.
• references/ark-responses-api.md: Notes on request shape, model drift, tool naming drift, and maintenance references.

Maintenance Notes

• Prefer overriding the model with --model or ARK_MODEL. ARK model availability changes over time.
• --timeout is per attempt. Use --retries for quick retry behavior on transient failures.
• Some ARK environments reject search_context_size with HTTP 400. This script now retries automatically without that field if the server reports it as unsupported.
• The default system prompt asks the model to return summary body only. Title and source sections are added by the script to keep output stable.
• The Volcengine docs have shown both web_search and web_search_preview historically. This skill defaults to web_search and should only change if official docs for the target environment require it.
• If response parsing breaks after an upstream API change, update the normalization logic in scripts/ark_web_search.py and keep references/ark-responses-api.md in sync.