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deep-research

Agent skill fromstaruhub/ClaudeSkills

Use this skill when the user wants an evidence-based research memo, literature review, market/policy/technical landscape, or a multi-source decision brief with citations, trade-offs, and a clear conclusion. Best for tasks that need synthesis across multiple external sources, iterative follow-up research, or a reusable written artifact. Do not use for quick factual lookups, single-source summaries, simple Q&A, summarizing one document the user already provided, plan-only requests where the user explicitly defers the actual research, or when the user wants a short answer with no need for cited evidence (a short but evidence-backed conclusion is still a brief memo, which this skill covers). Chinese trigger examples: "帮我调研", "深度研究", "综述报告", "技术选型分析", "竞品研究", "政策分析".

How to install deep-research

install deep-research
# install the ClaudeSkills pack with the skills CLI
npx skills add staruhub/ClaudeSkills

# or add only this skill to Claude Code: copy the folder

skills/Geek-skills-deep-research/

# into

~/.claude/skills/Geek-skills-deep-research/ (all projects)

.claude/skills/Geek-skills-deep-research/ (one project)

skills/Geek-skills-deep-research/SKILL.md

MITFull file
1# Deep Research V8.1
2
3This skill is for **evidence-rich research outputs**, not for every question that happens to mention “analysis”.
4
5The V8 shift is simple:
6- **Single-agent first.** Start with one lead agent and only fan out when parallel work will clearly help.
7- **Thin harness, fat skill.** Put reusable judgment and workflow here; keep deterministic checks in scripts.
8- **Context organization over prompt stuffing.** Load the minimum active context bundle, then pull in references only when needed.
9- **Eval and observability built in.** A good report is not enough; the run must also be diagnosable and improvable.
10
11## What this skill should produce
12
13Choose the lightest artifact that satisfies the task.
14
15| Output type | Use when | Typical length | Required artifacts |
16|---|---|---:|---|
17| **Brief memo** | user wants a concise answer with evidence | 800-1800 words | `research-plan.md`, `registry.md`, `draft.md`, `run-summary.json` |
18| **Full report** | user asks for comprehensive analysis / literature review / decision document | 2500-6000 words | all core artifacts + `evaluation.md` |
19| **Delta update** | user says “continue”, “second round”, “what changed”, “deepen round 2” | 600-1800 words | prior round handoff (`references/handoff-format.md`) + new notes + delta draft |
20
21If the user did **not** ask for a long report, default to **Brief memo**.
22
23## When NOT to use this skill
24
25Do **not** activate for:
26- quick fact lookups or simple definitions
27…

Excerpt shown under the repository's MIT license.

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