UniFuncs Deep Research Skill

Use this tool for in-depth analysis and long-form report generation (10,000 words or more). It is suitable when the task requires multiple rounds of searching and reading, or when the user explicitly asks for deep research/deep digging. This is a relatively expensive operation and usually takes 3-10 minutes.

Mandatory second confirmation: Before invoking any Deep Research script (deep-research-report.py, deep-research-create-task.py, etc.), you must pause and get explicit user confirmation in the same conversation after you have summarized the request. In one message, briefly restate: (1) the research topic / question to be sent, (2) that it is long-running (~3–10 minutes) and higher cost than deep search, and (3) any key options you plan to use (e.g. output-type, model) if non-default. Do not run the scripts until the user clearly confirms (e.g. “确认 / 可以 / yes / proceed”). If the user adjusts the topic or options, repeat this confirmation step once more before running.

If the intent is still ambiguous after your summary, ask one short clarifying question before offering the confirmation summary.

First-Time Setup

1. Go to https://unifuncs.com/account to get your API key.
2. Set the environment variable: export UNIFUNCS_API_KEY="sk-your-api-key"

When to Use

You need deep, structured research on a topic. You want a report-style output instead of search report, if the user has not explicitly requested a deep research, consider using unifuncs-deep-search instead. Typical completion time is around 3-10 minutes, depending on topic complexity.