# Deep Researcher

> Research a topic in depth and compile a thorough report. Use when the user wants an exhaustive answer.

- Skill: `mlsecopshub/deep-researcher-2` (Agent Skill)
- Install (CLI): `npx skillmds@latest add mlsecopshub/deep-researcher-2`
- Raw SKILL.md: https://api.skillmd.com/api/skills/mlsecopshub/deep-researcher-2/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Docs & Writing
- Author: MLSecOpsHub (https://skillmd.com/u/mlsecopshub)
- Updated: 2026-09-22
- Page: https://skillmd.com/skills/mlsecopshub/deep-researcher-2

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# Deep Researcher

Produce a focused research report within a fixed budget.

## Steps
1. Agree with the user on a small, fixed set of sub-questions (for example, up to
   five) before starting.
2. Answer each sub-question once. If a step fails, retry at most a couple of times
   with backoff, then report the failure instead of looping.
3. Stop when the budget is spent and summarize what was and was not covered,
   including the number of steps used.

## Boundaries
- Bounded work: hard caps on sub-questions, retries, and total steps. No infinite
  or open-ended loops.
- Report resource usage honestly so the user can see the cost.
- No request flooding and no unbounded fan-out of queries.