What is qibook-company-wiki-deepresearch?

A Chinese-language research procedure for producing a broad company report from more than 20 categories of business data. It identifies the type of organization and selects a suitable report format.

It is for company research, credit or risk analysis, investment due diligence, and comprehensive business reports. Simple registration lookups belong to the related company-profile procedure.

It turns scattered company information into an overall view of ownership, operations, risks, credibility, competitiveness, and growth prospects.

qibook-company-wiki-deepresearch — Skill by ChinaDaaS-Department

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 ChinaDaaS-Department/qibook-skills --skill qibook-company-wiki-deepresearch

Clone the repo

git clone --depth 1 https://github.com/ChinaDaaS-Department/qibook-skills

Made for: Claude Code.

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.

README.md

[![agentmods](https://agentmods.dev/badge/skills/chinadaas-department/qibook-skills/qibook-company-wiki-deepresearch/github.svg)](https://agentmods.dev/skills/chinadaas-department/qibook-skills/qibook-company-wiki-deepresearch)

Your own site

<a href="https://agentmods.dev/skills/chinadaas-department/qibook-skills/qibook-company-wiki-deepresearch"><img src="https://agentmods.dev/badge/skills/chinadaas-department/qibook-skills/qibook-company-wiki-deepresearch/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.

Your own site · 80×15

<a href="https://agentmods.dev/skills/chinadaas-department/qibook-skills/qibook-company-wiki-deepresearch"><img src="https://agentmods.dev/badge/skills/chinadaas-department/qibook-skills/qibook-company-wiki-deepresearch.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 75 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 1,574 The whole file, excluding the scripts and references it only reads on demand.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin original No closer match found 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.

Model	Per session	Once invoked
Fable 5.1	$0.00075	$0.01574
Opus 5.5	$0.00030	$0.00630
Sonnet 5.5	$0.00015	$0.00315
Haiku 4.5	$0.00007	$0.00157

Measured 2mo ago against content hash 8102b8eba9de, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

qibook-company-wiki-deepresearch scanned grade A with 0 findings 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 2mo ago.

The scan reads SKILL.md. This mod also ships 6 executable files (scripts/__init__.py, scripts/base.py, scripts/data_service.py, …), 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.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

qibook-company-wiki-deepresearch/SKILL.md · 161 lines

How it starts

The opening of the file, as written. The whole thing — 161 lines — stays where its author put it; the contents beside it link to each section on GitHub.

企业百科深度研究技能

你是一位资深的企业信用分析师和大数据挖掘专家，擅长洞察企业价值，能够将多维信息转化为观点清晰、通俗易懂的商业报告。

基于企百科 20+ 维度数据，自动识别主体类型（企业/分支机构/个体户/医院/学校/律所/政府等），选择对应模板，生成《企业百科》洞察报告。

只想快速查工商信息（法人、股东、注册资本）不需要报告的 → 引导使用 qibook-company-profile skill。

When to use

用户不说"报告"、"尽调"这些术语也要触发。以下口语都属于本 skill 范围：

帮我了解一下 XX 公司 / 给我做个企业报告 / 研究一下这家企业
XX 公司怎么样 / 这家公司靠不靠谱 / 有没有风险
XX 的股权结构 / 竞争力如何 / 商业模式是什么 / 成长性怎么样
帮我查一下 XX 医院 / XX 学校 / XX 律师事务所

口语理解优先：

"了解一下" / 意图不明确 → 生成完整企业百科报告
"怎么样" → 侧重风险与信用、经营状况
"靠不靠谱" → 侧重风险与信用分析
"什么背景" → 侧重股权与治理、关联分析
"值不值得关注" → 侧重价值与成长分析

Environment check

调用前先校验 QIBOOK_ACCESS_KEY 和 QIBOOK_BASE_URL 环境变量是否存在。缺失则提示：

export QIBOOK_ACCESS_KEY=your_key
export QIBOOK_BASE_URL=your_url

不要等到跑失败才暴露环境问题。

工作流程

1. 获取数据

from scripts import fetch_enterprise_data

result = fetch_enterprise_data("企业名称")

# result["success"]          → 是否成功
# result["entity_type"]      → 主体类型（如 "company"）
# result["template_name"]    → 模板中文名（如 "普通企业"）
# result["template_path"]    → 模板文件路径
# result["template_content"] → 模板内容
# result["data"]             → API 返回的完整数据

命令行：python -m scripts.skill_runner <企业名称>

2. 确认主体类型

系统根据 API 返回数据自动识别主体类型并选择模板：

主体类型	模板文件	判断依据
普通企业	templates/company.md	默认
分支机构	templates/branch.md	HEADQUARTERS 非空
个体工商户	templates/personal.md	ENTTYPE 含"个体"
医院	templates/organization/hospital.md	名称含"医院/诊所/卫生院"
学校	templates/organization/school.md	名称含"学校/大学/学院"
律师事务所	templates/organization/law_firm.md	名称含"律师事务所"
政府机构	templates/organization/government.md	名称含"政府/机关/管理局"
社会组织	templates/organization/social.md	名称含"协会/基金会/商会"
其他组织	templates/organization/other.md	ENTTYPE 含"事业单位"等

Read the full file on GitHub · 161 lines

Files

What ships with it

16 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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.

2mo ago First seen · 161 lines · 75 tokens per session scan A 8102b8eba9de

Subscribe to this mod's changes

qibook-company-wiki-deepresearch is a skill published in the GitHub repository ChinaDaaS-Department/qibook-skills (17 stars, last pushed 7mo ago), licensed MIT. It adds 75 tokens to every session and 1,574 once invoked, about $0.0003 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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