yutori-web-research

Use Yutori’s cloud agents for two things:

1) Research (wide/deep web research + citations) via POST /v1/research/tasks
2) Browsing (web navigation agent on a cloud browser) via POST /v1/browsing/tasks

This skill is for web tasks where a dedicated web agent is helpful (papers, competitors, product info, extracting lists from a site), and where OpenClaw’s local web_fetch or browser tool is not ideal.

Preconditions (auth + endpoint)

• Requires YUTORI_API_KEY (preferred: provided by OpenClaw Gateway env; fallback: ~/.openclaw/openclaw.json at env.YUTORI_API_KEY).
• Endpoint defaults to dev unless overridden:

- Set YUTORI_API_BASE= (dev) - or YUTORI_API_BASE= (prod)

If requests return 403 Forbidden, the key likely lacks access to the requested API product (Research/Browsing).

Bundled runner scripts

This skill expects a small Node runner script to exist (or be bundled alongside this skill):

• yutori-research.mjs — create + poll a research task; prints pretty text output.

Recommended: bundle it under scripts/yutori-research.mjs in this skill folder.

Workflow: Research a topic (brief + reading list)

When the user asks for research (example: “RL papers in the last month”):

1) Write a tight query prompt that requests:
- 1-page brief (themes + trends)
- curated reading list (10–15 items, each with title, 1–2 sentence summary, why it matters, and link)
- Prefer primary sources (arXiv + publisher pages)

2) Run the research task using the runner script (example):

cd /Users/juanpin/.openclaw/workspace
node yutori-research.mjs "Research reinforcement learning papers from the last 30 days. Output (1) a concise 1-page brief of themes/trends and (2) a curated list of 12 papers with title, 2-sentence summary, why it matters, and a link. Prefer arXiv + conference links."

3) Return results to the user as clean bullets (not raw JSON), and include source URLs.

Workflow: Browse a site and extract info (e.g., employees list)

Use the Browsing API when the user asks:

• “Navigate to and list …”


• “Fill a form / click through pages / collect items”

Create a browsing task (example curl):

curl --request POST \
  --url "$YUTORI_API_BASE/v1/browsing/tasks" \
  --header "x-api-key: $YUTORI_API_KEY" \
  --header "Content-Type: application/json" \
  --data '{
    "task": "Give me a list of all employees (names and titles) of Yutori.",
    "start_url": "",
    "max_steps": 60
  }'

Poll until succeeded, then return a deduplicated list.

Output style

• Prefer pretty text + bullets.
• Include the key source URLs.
• If the agent output contains HTML (e.g.,

  ...

  ), strip it and return plain text.

Troubleshooting

• 401 Missing API key header: ensure you are sending the correct header. Yutori uses x-api-key for most APIs.
• 403 Forbidden: key doesn’t have access to that product in that environment.
• Long-running tasks: share the view_url and optionally poll longer.