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Independent project, not affiliated with Anthropic
opensensenova avatar

Sn Deep Research

opensensenova/sensenova-skills
4.2k starsMIT
Summary

This is a full-pipeline research orchestrator that runs plan → evidence gathering → synthesis → final report, all saved to disk with resume support. Before it starts, it tests web_search with a throwaway query and refuses to proceed if search isn't working. It auto-triggers on keywords like "深度调研" or when a question needs multi-source cross-validation, but skips simple lookups. Each stage writes files (plan.json, sub_reports, synthesis.md, report.md) and won't move forward until the previous artifact exists and passes checks. The synthesis step is mandatory, so you get actual judgment instead of stitched-together search results. Honestly useful if you need repeatable research workflows, though the rigid stage gates mean you'll spend time babysitting file outputs.

Install to Claude Code

npx -y skills add opensensenova/sensenova-skills --skill sn-deep-research --agent claude-code

Installs into .claude/skills of the current project.

CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
ego lite browserego lite browser
ego lite browser
Fastest browser for AI agents to run web automation tasks, always free.
Download Free life-time →
inference shell
inference shell
create and run specialised agents in minutes
build now →
CodeHealth MCP ServerCodeHealth MCP Server
CodeHealth MCP Server
Protect your code quality, stop the AI slop.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
AppSignal
AppSignal
Monitor with ease. Code with confidence.
Start Free Trial →
Agent, connect blockchain
Agent, connect blockchain
Connect your Claude agent to live crypto prices and trading routes via 1inch
Get the MCP →
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
ego lite browserego lite browser
ego lite browser
Fastest browser for AI agents to run web automation tasks, always free.
Download Free life-time →
inference shell
inference shell
create and run specialised agents in minutes
build now →
CodeHealth MCP ServerCodeHealth MCP Server
CodeHealth MCP Server
Protect your code quality, stop the AI slop.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
AppSignal
AppSignal
Monitor with ease. Code with confidence.
Start Free Trial →
Agent, connect blockchain
Agent, connect blockchain
Connect your Claude agent to live crypto prices and trading routes via 1inch
Get the MCP →
Files
SKILL.md

Select a file.

Featured
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
ego lite browserego lite browser
ego lite browser
Fastest browser for AI agents to run web automation tasks, always free.
Download Free life-time →
inference shell
inference shell
create and run specialised agents in minutes
build now →
CodeHealth MCP ServerCodeHealth MCP Server
CodeHealth MCP Server
Protect your code quality, stop the AI slop.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
AppSignal
AppSignal
Monitor with ease. Code with confidence.
Start Free Trial →
Agent, connect blockchain
Agent, connect blockchain
Connect your Claude agent to live crypto prices and trading routes via 1inch
Get the MCP →
Categories
Data Science & ML
First SeenJun 11, 2026
View on GitHub

More from opensensenova/sensenova-skills

All 26 skills →
  • Sn Dimension Research
  • Sn Image Base
  • Sn Image Doctor
  • Sn Image Imitate
  • Sn Image Resume
  • Sn Infographic
  • Sn Md To Html Report
  • Sn Ppt Creative
  • Sn Ppt Doctor
  • Sn Ppt Entry
  • Sn Ppt Standard
  • Sn Report Format Discovery
  • Sn Research Planning
  • Sn Research Report
  • Sn Research Synthesis
  • Sn Search Academic
  • Sn Search Code
  • Sn Search Image
  • Sn Search Social Cn
  • Sn Search Social En
  • Sn Update
  • Sn Da Excel Workflow
  • Sn Da Image Caption
  • Sn Da Large File Analysis

Recommended

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opensensenova avatar
sn-dimension-research

opensensenova/sensenova-skills

深度研究中的单维度执行与多源搜索整合;当 plan.json 已定义维度,需要按 dimension.search_strategy 调用合适的搜索能力做多轮检索、筛选证据、交叉验证,并写入 sub_reports/{dimension_id}.md 时使用。
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opensensenova avatar
sn-research-planning

opensensenova/sensenova-skills

深度研究的精简计划;当需要仅基于 request.md 生成 plan.json,一次性完成研究定界、报告格式发现、结构设想、维度拆解、关键问题、搜索策略、依赖、执行顺序和完成标准时使用。
4.2k
opensensenova avatar
sn-research-report

opensensenova/sensenova-skills

基于已有研究材料或草稿生成/修改最终 Markdown 研究报告的成稿 skill。遇到以下情况使用:①已有 deep research 产物 `synthesis.md`、`plan.json`、`sub_reports/*.md`,需要写成最终 `report.md`;②已有报告、草稿或文稿路径,需要重写、改写、润色、压缩、扩写、重组结构、增强摘要或补充表格/图示;③需要在报告成稿阶段主动规划并插入 Markdown 表格、Mermaid 图、AI 概念配图等视觉元素。仅用于终稿生成和文稿定向编辑;不用于从零调研、研究规划、联网取证、分维度研究或生成 `synthesis.md`。如果用户只是要求“深度研究/调研/写一份研究报告”且没有现成材料,应优先使用 `sn-deep-research`。
4.2k
opensensenova avatar
sn-research-synthesis

opensensenova/sensenova-skills

深度研究的综合判断;当多个 sub_reports 已完成,需要产出 synthesis.md,明确主线判断、证据强弱、跨维度共识、关键冲突、冲突解释、不确定性,以及对原始问题的回答时使用。它用于“先想清楚结论”,不用于直接写最终报告。
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Prat011 avatar
content-research-writer

Prat011/awesome-llm-skills

Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section. Transforms your writing process from solo effort to collaborative partnership.
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product-on-purpose avatar
tool-foundation-sprint-founding-hypothesis

product-on-purpose/pm-skills

Day 2 end capstone move of a Foundation Sprint. Compresses the sprint's full strategic frame into a single canonical sentence (the Founding Hypothesis) plus an assumption scorecard, why-we-believe, what-could-prove-us-wrong, and recommended next validation step. Use after Magic Lenses is signed. Strict canonical template; paraphrase is not accepted in v0.1.0. The Founding Hypothesis is the spine artifact the sprint exists to produce.
518