deep-research

Category: 数据与AI | Uploader: William-1995 | Downloads: 0 | Version: v1.0（Latest）

Deep research on a topic. Decomposes question into sub-questions, searches and fetches web sources in parallel, synthesizes a structured report with inline citations and a source list. Use when user asks for in-depth research, comprehensive analysis, or a structured report.

Changelog: Source: GitHub https://github.com/William-1995/sophon

Directory Structure

Current level: skills/features/deep-research/

📁 scripts/
- 📁 _lib/
  - 📄 __init__.py 0 B
  - 📄 _prompts.py 1001 B
  - 📄 _schemas.py 934 B
  - 📄 _urls.py 4.5 KB
  - 📄 fetch.py 3.3 KB
  - 📄 planner.py 3.5 KB
  - 📄 researcher.py 4.5 KB
  - 📄 synthesizer.py 4.2 KB
- 📄 run.py 4.8 KB
📄 constants.py 64 B
📄 SKILL.md 2.0 KB

SKILL.md

---
name: deep-research
description: Deep research on a topic. Decomposes question into sub-questions, searches and fetches web sources in parallel, synthesizes a structured report with inline citations and a source list. Use when user asks for in-depth research, comprehensive analysis, or a structured report.
metadata:
  type: feature
  entry_action: run
  dependencies: "search,crawler,filesystem,deep-recall"
---

## Orchestration Guidance

Use when the user asks for in-depth research, comprehensive analysis, or a structured report on a topic.

After `run` returns:
- Present the `summary` to the user immediately.
- Display the full `report` and MUST include the ## References section with all source URLs at the end.
- Do NOT add introductory phrases like "According to deep research" — present the content directly.
- Ask the user whether they want to save the report to the workspace.
  - If yes: use the `filesystem` skill with tool `write` to save `report` to a file like `research-<topic>.md`.
  - If no: skip saving.

Do NOT auto-save. Always ask first.

## Tools

### run
Run deep research on a question. Returns a structured report, executive summary, key findings, and cited sources.

| Parameter | Type | Required | Description |
|-----------|------|----------|-------------|
| question | string | Yes | The research question or topic |

## Output Contract

| Field | Type | Description |
|-------|------|-------------|
| report | string | Full markdown report with sections, inline citations, and a ## References section listing all cited URLs. |
| summary | string | 2-4 sentence executive summary. |
| sources | array | List of `{url, title}` objects — every URL referenced in the report, ordered by relevance. |
| sources_count | int | Total unique sources consulted across all sub-questions. |
| answer | string | Complete user-facing output (summary + report + references). When present, main agent passes it through directly without summarize. |
| error | string | Present only on failure; describes the error. |

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deep-research

Directory Structure

SKILL.md

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