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.
npx skills add zhanglunet/qcc --skill qcc-ownership-tracegit clone --depth 1 https://github.com/zhanglunet/qccWrote 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.
[](https://agentmods.dev/skills/zhanglunet/qcc/qcc-ownership-trace)<a href="https://agentmods.dev/skills/zhanglunet/qcc/qcc-ownership-trace"><img src="https://agentmods.dev/badge/skills/zhanglunet/qcc/qcc-ownership-trace/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.
<a href="https://agentmods.dev/skills/zhanglunet/qcc/qcc-ownership-trace"><img src="https://agentmods.dev/badge/skills/zhanglunet/qcc/qcc-ownership-trace.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00231 | $0.01199 |
| Opus 5.5 | $0.00092 | $0.00480 |
| Sonnet 5.5 | $0.00046 | $0.00240 |
| Haiku 4.5 | $0.00023 | $0.00120 |
Grade A, and why
qcc-ownership-trace 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 1mo ago.
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.
What it actually says
qcc-ownership-trace — 股权 / 实控 / UBO 穿透
何时用
- KYB AML 合规:必须识别持股 ≥25% 的最终自然人受益所有人
- 关联交易识别 / 关联方清单
- M&A:确认标的最终实控人是否是宣称的同一人
- 监测股东变更(套现 / 引战 / 员工持股平台调整)
- 看一家公司的"集团版图"
不用的场景
- 只想知道法代的对外投资 →
qcc-executive-background(它有get_executive_investments) - 港股 / A 股上市公司的公众持股结构 → 用监管公告 / 招股书,QCC 工商数据只有境内 OpCo 股东
- 历史层级股东追溯 → 部分在
historyserver(目前账户拿不到)
调用流程
步骤 0:qcc-anchor → USCC
步骤 1-5(均用 USCC,可并行):
| 序 | tool | 关键字段 | 何时不可省 |
|---|---|---|---|
| 1 | get_actual_controller |
实控人姓名 / 直接持股 / 表决权 | 任何"谁控制"问题 |
| 2 | get_beneficial_owners |
UBO 自然人 / 受益类型 / 最终受益股份 / 形成日期 | AML / 合规审查 |
| 3 | get_shareholder_info |
一层股东 / 持股 / 认缴 / 实缴 | 看直接股东(含法人股东 / LP) |
| 4 | get_external_investments |
被投企业 / 持股 / 认缴出资 | 集团版图 / 子公司清单 |
| 5 | get_change_records |
41 类变更记录(自动聚合) | 看股权 / 资本变动时间线 |
三个工具的区别(高频混淆 — 看清楚再选)
| 问题 | 选哪个 |
|---|---|
| "谁控制这家公司"(可能法人) | get_actual_controller |
| "最终受益自然人是谁"(AML) | get_beneficial_owners |
| "有哪些股东" | get_shareholder_info |
❌ 不要为了"保险"三个都调一遍 —— actual_controller 已完成穿透分析,beneficial_owners 已 25%+ 过滤,重复调浪费配额。
输出契约
controller:
name: str
direct_pct: float # 直接持股 %
voting_pct: float # 表决权 %
ubo: # AML 口径
- name: str
benefit_pct: float
voting_pct: float
formation_date: str
role: str # 法定代表人 / 董事长 等
shareholders: # 一层直接股东
- name: str
pct: float
subscribed: str
paid: str
investments: # 对外投资
- target: str
pct: float
amount: str
status: str
changes: # 变更记录(聚合)
- date: str
type: str # 股东 / 经营范围 / 法代 等
before: str
after: str
风控速读规则(给 Agent 用)
跑完后,Agent 应自动 flag 这些信号:
- ⚠️ 近 12 个月股东大变(整体退出 ≥ 10%)→ 高优关注
- ⚠️ UBO 在多家子公司同时是 UBO → 关联交易关注
- ⚠️ 实控人与法定代表人不一致 → 影子控制可能
- ⚠️ 一层股东中有"X米企业管理合伙(有限合伙)"批量出现 → 员工持股平台(正常),但 LP/GP 结构需另查
- ⚠️ 对外投资有"金融科技""支付""小贷""典当""融资租赁"字样 → 金融牌照,需另跑监管审查
What ships with it
1 file 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.
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.
- 1mo ago First seen · 90 lines · 231 tokens per session scan A b283c8533172
qcc-ownership-trace is a skill published in the GitHub repository zhanglunet/qcc (2 stars, last pushed 4mo ago), licensed Apache-2.0. It adds 231 tokens to every session and 1,199 once invoked, about $0.0009 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 2026-08-31.
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