deep-research

deep-research is a skill for Claude Code, Codex from mxyhi/ok-skills. It costs 32 tokens per session (9,957 once invoked), scanned C, a copy of deep-research, Apache-2.0.

A deep-research skill for producing structured research reports with several cooperating agents, current data, source collection, and quality checks.

In plain words
What is it for?
It is for creating multilingual industry or market research reports from online sources or local documents such as PDFs and DOCX files.
Why use it?
It reduces the manual work of planning chapters, gathering sources, checking evidence, and assembling a report.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: mentions subagents; mentions Claude Code; mentions OpenCode.

Good fit It is for creating multilingual industry or market research reports from online sources or local documents such as PDFs and DOCX files.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/mxyhi/ok-skills/deep-research
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add mxyhi/ok-skills --skill deep-research
Clone the repo
git clone --depth 1 https://github.com/mxyhi/ok-skills

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for deep-research

README.md
[![agentmods](https://agentmods.dev/badge/skills/mxyhi/ok-skills/deep-research/github.svg)](https://agentmods.dev/skills/mxyhi/ok-skills/deep-research)
Your own site
<a href="https://agentmods.dev/skills/mxyhi/ok-skills/deep-research"><img src="https://agentmods.dev/badge/skills/mxyhi/ok-skills/deep-research/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for deep-research

Your own site · 80×15
<a href="https://agentmods.dev/skills/mxyhi/ok-skills/deep-research"><img src="https://agentmods.dev/badge/skills/mxyhi/ok-skills/deep-research.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 32 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 9,957 The whole file, excluding the scripts and references it only reads on demand.
Security scan C 1 finding. A grade says what 26 rules found in the file — not that it is safe.
Origin 98% copy Near-identical to another mod in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00032 $0.09957
Opus 5 $0.00016 $0.04979
Sonnet 5 $0.00006 $0.01991
Haiku 4.5 $0.00003 $0.00996

Measured 8d ago against content hash bfa5780983c1, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade C, and why

deep-research scanned grade C with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 8d ago.

The scan reads SKILL.md. This mod also ships 9 executable files (reports-browser/html-docx.min.js, reports-browser/html2pdf.bundle.min.js, reports-browser/marked.min.js, …), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Recursive force deletehighDestructive command

rm -rf with a variable or a broad path is one typo away from removing the wrong tree.

1. 清理中间文件 `{TMPDIR}` 目录:Windows 用 `Remove-Item -Recurse -Force "{TMPDIR}"`,Linux 用 `rm -rf {TMPDIR}`
Origin

This is a copy

98% identical to deep-research — 12 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

deep-research/SKILL.md · 518 lines

How it starts

The opening of the file, as written. The whole thing — 518 lines — stays where its author put it; the contents beside it link to each section on GitHub.

deep-research

生成对标券商/第三方研究机构标准的深度调研报告。

  • 架构:主 agent 调度 4 个子 agent Task(大纲/数据/预检/装配)+ 1 轮主控并行派发章节,中间数据走临时文件
  • 数据源:在线模式 → 工具内置引擎(Layer 0,如有)+ 大纲建议源定向搜索(Layer 1) + sources.json 优质源搜索(Layer 2)并行 → 按质量触发免费源补强(Layer 3 兜底)→ Scrapling 批量抓取;离线模式 → 用户指定的本地文件(md/txt/pdf/docx)
  • 安装:见下方「安装与配置」
  • 输出$TMPDIR/outline.json(临时,非最终报告)
  • 最终报告:保存到 skill 目录下的 reports/
  • 参考文件RULES.md(硬约束/反模式)、TYPES.md(分类标准/编号规范)、profiles.json(三档模式参数,修改后重启软件即全局生效)
  • 容错原则:调研不阻塞。所有脚本/命令调用必须有兜底路径。主路径失败 → 自动尝试替代方案(换 sys.executable/检查路径/直接 Python 实现)→ 三次失败后向用户报告具体问题。详见「容错原则」。

0. 支付级质量标准(所有 Task 共用,缺任何一项即降级)

# 标准 说明
1 结论先行 每章以 > 引用格式 核心判断开头
2 来源可追溯 每个数字标注(机构,年份)
3 反方视角 至少 1 处呈现争议或反对观点
4 三层深度 事实层 → 因果层 → 判断层
5 零套话 无"近年来""值得注意的是"等填充词
6 标题含判断 "格局:高度集中"✅ | "行业概况"❌
7 可自包含 首章必须定义核心概念
8 无内部编号 正文无任何流程编号,标题自解释
9 时间戳正确 文件名和报告尾时间必须 date 命令获取
10 目录源自大纲 目录从 outline.json 的第一级章节生成,不从正文提取
11 强制目录 报告正文前必须包含 ## 目录 标题及自动目录(TOC),列出所有章节标题
12 元数据完整 报告头部必须包含 总字数、阅读时间、数据截至日期(精确到月)、报告生成具体时间(精确到秒)、调研模式、Skill版本 六个字段,用 · 隔开。另起一行 > **参考来源**:{主要来源} 等 · 共引用 N 个来源。报告末尾须附 ## 参考来源(列出所有引用机构及链接)和 ## 免责声明。版本号从本 skill 的 VERSION 文件读取。
13 篇幅达标 见项目根目录 profiles.json。所有模式限制以 profiles.json 为准,修改后重启软件即全局生效。
14 四段式结构 顺序固定为:报告标题 → 元数据块(含六字段 + 参考来源行) → ## 目录 → 正文各章 → 尾部(参考来源 + 免责声明)
15 编码洁净 所有中间文件(outline.json / data-pool.json / chapter-*.md)必须使用 UTF-8 无 BOM 编码写入,不得出现替换字符(\ufffd)或 GBK→UTF-8 Mojibake。子 agent 在写入前必须自行验证编码洁净,不得将编码问题遗留到主 agent
16 纯文本公式 报告中不得使用 LaTeX/math 公式语法($...$$$...$$\[...\] 等)。公式必须用纯文本或 Unicode 符号表达,确保复制到任何编辑器都不产生渲染问题

时间锚定规则

所有主题默认以 {CURRENT_YEAR} 为目标搜索最新数据。时间锚定模式在 Task 1 中由大纲 agent 按以下规则判定:

模式 符号 判定条件 target_year 验收
latest(默认) 所有主题的默认值,除非符合 relaxed 或 user_specified {CURRENT_YEAR} 严格:≥50% 数据来自当年/前一年
relaxed(放宽) 🔓 指南/教程/概念类主题,或用户问历史/原理("草书发展""起源""背景") {CURRENT_YEAR} 宽松:标记旧数据但不过滤
user_specified 📌 用户提问显式指定了年份/月份("2025年""2026Q1""2020年至今") 用户的指定年份 硬约束:>50% 匹配用户指定时间

Read the full file on GitHub · 518 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 8d ago First seen · 518 lines · 32 tokens per session scan C bfa5780983c1

Subscribe to this mod's changes

deep-research is a skill published in the GitHub repository mxyhi/ok-skills (485 stars, last pushed 3d ago), licensed Apache-2.0. It adds 32 tokens to every session and 9,957 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it C with 1 finding (recursive force delete). It is 98% identical to deep-research, differing in 12 lines, and is treated as a copy.

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