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 redfox-data/redfox-community-dsh --skill ai-intelligence-investigatorgit clone --depth 1 https://github.com/redfox-data/redfox-community-dshWrote 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/redfox-data/redfox-community-dsh/ai-intelligence-investigator)<a href="https://agentmods.dev/skills/redfox-data/redfox-community-dsh/ai-intelligence-investigator"><img src="https://agentmods.dev/badge/skills/redfox-data/redfox-community-dsh/ai-intelligence-investigator/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/redfox-data/redfox-community-dsh/ai-intelligence-investigator"><img src="https://agentmods.dev/badge/skills/redfox-data/redfox-community-dsh/ai-intelligence-investigator.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 | $0.00127 | $0.01674 |
| Opus 5 | $0.00063 | $0.00837 |
| Sonnet 5 | $0.00025 | $0.00335 |
| Haiku 4.5 | $0.00013 | $0.00167 |
Grade A, and why
ai-intelligence-investigator 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 11d 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.
How it starts
The opening of the file, as written. The whole thing — 111 lines — stays where its author put it; the contents beside it link to each section on GitHub.
A股情报调查员
📝 简介
深度A股情报调查与分析工具，帮你快速完成公司研究、竞品对比、事件追踪、背景核实和信息验证，输出结构化调查报告。核心聚焦A股市场：覆盖上市公司基本面、行业产业链、概念热点、资金流向、公告研报、股吧舆情等全方位情报分析。
✨ 功能特性
| 功能模块 | 能力描述 | 核心价值 |
|---|---|---|
| A股情报调查 | 获取上市公司财报、公告、研报、行业政策、资金流向、股吧舆情等全面信息 | A股投资决策参考 |
| 竞品情报调查 | 调查竞品产品功能、用户口碑、市场表现 | 全面了解竞争对手 |
| 舆情事件调查 | 事件还原、多视角收集、时间线重建 | 追踪热点事件真相 |
| 人物背景调查 | 基本信息核实、专业验证、信誉排查 | 商务合作前风险评估 |
| 信息交叉验证 | 信息溯源、多方比对、权威验证 | 确认信息真实性 |
| 可信度标注 | 为调查结果标注可信度等级，区分已确认/待确认/已否定/单一来源 | 量化信息可靠程度 |
🔑 一键安装
前置条件
- 已安装 Qoder
- 获取红狐平台 API Key（见下方鉴权说明）
安装步骤
- 在 Qoder 中搜索「A股情报调查员」或直接使用触发词即可启用
- 配置环境变量
REDFOX_API_KEY（详见下方鉴权说明） - 配置完成后即可开始使用
📖 使用指南
🔑 鉴权
调查记录保存至红狐平台，需通过环境变量 REDFOX_API_KEY 鉴权。
API Key 获取：前往 RedFox 官网 注册，登录后在个人中心获取，格式为 ak_xxxxxxxx。新注册用户获赠免费积分。
配置方式：
- macOS/Linux：将
export REDFOX_API_KEY=<值>追加到~/.zshrc或~/.bashrc，然后source使其生效 - Windows：
[Environment]::SetEnvironmentVariable("REDFOX_API_KEY", "<值>", "User")（需重启终端） - 配置后验证：
echo $REDFOX_API_KEY（macOS/Linux）或echo %REDFOX_API_KEY%（Windows）
读取优先级：环境变量 → Shell 配置文件 → 提示用户配置
📋 调查记录保存
每次调查报告生成后，系统自动保存至红狐平台。保存接口的调用方式与参数格式详见 references/core_workflow.md。
🔄 工作流程
- 需求确认：明确调查目标、范围、时间约束
- 调查规划：制定调查方案与信息获取计划
- 信息采集：广泛收集相关信息与数据
- 深入调查：针对关键维度深入挖掘细节
- 信息核实：核实关键数据的准确性与可信度
- 报告生成：输出结构化调查报告，保存至红狐平台
完整执行流程详见
references/core_workflow.md
🔍 调查模式速查
| 模式 | 简介 | 详细策略 |
|---|---|---|
| A股情报调查 | A股公司基本面、行业赛道、概念热点、资金动态、公告事件 | investigation-modes.md |
| 竞品情报调查 | 分析竞品产品、市场策略、用户口碑 | investigation-modes.md |
| 舆情事件调查 | 热点事件追踪、舆论走向分析、危机监测 | investigation-modes.md |
| 人物背景调查 | 商务合作前的背景调查、行业人物了解 | investigation-modes.md |
| 信息交叉验证 | 验证信息真实性、对比不同来源说法 | investigation-modes.md |
⚠️ 可信度标注
| 标识 | 含义 |
|---|---|
| ✅ 已确认 | 信息可靠 |
| ⚠️ 待确认 | 有争议 |
| ❌ 已否定 | 信息不实 |
| 🔍 单一来源 | 需进一步验证 |
What ships with it
6 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.
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.
- 11d ago First seen · 111 lines · 127 tokens per session scan A dd785f53fa0d
ai-intelligence-investigator is a skill published in the GitHub repository redfox-data/redfox-community-dsh (5 stars, last pushed today), licensed MIT. It adds 127 tokens to every session and 1,674 once invoked, about $0.0006 per session on Opus 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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