Root Cause Investigation
garrytan/gstack
Debugs in four phases (investigate, analyze, hypothesize, implement) under one rule: no fix is made until the root cause is found.
深度A股情报调查与分析工具，支持A股情报调查、竞品分析、舆情监测、人物背景调查、信息交叉验证，生成结构化调查报告。当用户需要调查A股公司/行业/概念、调查竞品、追踪热点事件、了解人物背景、验证信息真实性时使用。触发词：A股情报、股票调查、财报分析、概念追踪、资金流向、情报调查、竞品分析、舆情调查、背景调查、信息验证、多源搜索。
No licenceAuto-check passed
Install AI Intelligence Investigator
$ npx skills add redfox-data/redfox-community --skill ai-intelligence-investigator -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install redfox-data/redfox-community ai-intelligence-investigator --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/redfox-data/redfox-community.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/ai-intelligence-investigator .claude/skills/ai-intelligence-investigator && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "ai-intelligence-investigator" agent skill from https://github.com/redfox-data/redfox-community/tree/main/skills/ai-intelligence-investigator into .claude/skills/ai-intelligence-investigator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-intelligence-investigator", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/redfox-data/redfox-community/tree/main/skills/ai-intelligence-investigatorType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add redfox-data/redfox-community --skill ai-intelligence-investigator -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install redfox-data/redfox-community ai-intelligence-investigator --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/redfox-data/redfox-community.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/ai-intelligence-investigator .agents/skills/ai-intelligence-investigator && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "ai-intelligence-investigator" agent skill from https://github.com/redfox-data/redfox-community/tree/main/skills/ai-intelligence-investigator into .agents/skills/ai-intelligence-investigator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-intelligence-investigator", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add redfox-data/redfox-community --skill ai-intelligence-investigator -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install redfox-data/redfox-community ai-intelligence-investigator --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/redfox-data/redfox-community.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/ai-intelligence-investigator .cursor/skills/ai-intelligence-investigator && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "ai-intelligence-investigator" agent skill from https://github.com/redfox-data/redfox-community/tree/main/skills/ai-intelligence-investigator into .cursor/skills/ai-intelligence-investigator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-intelligence-investigator", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/redfox-data/redfox-community.git --path skills/ai-intelligence-investigator--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add redfox-data/redfox-community --skill ai-intelligence-investigator -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install redfox-data/redfox-community ai-intelligence-investigator --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/redfox-data/redfox-community.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/ai-intelligence-investigator .gemini/skills/ai-intelligence-investigator && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "ai-intelligence-investigator" agent skill from https://github.com/redfox-data/redfox-community/tree/main/skills/ai-intelligence-investigator into .gemini/skills/ai-intelligence-investigator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-intelligence-investigator", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install redfox-data/redfox-community ai-intelligence-investigatorInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add redfox-data/redfox-community --skill ai-intelligence-investigator -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/redfox-data/redfox-community.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/ai-intelligence-investigator .github/skills/ai-intelligence-investigator && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "ai-intelligence-investigator" agent skill from https://github.com/redfox-data/redfox-community/tree/main/skills/ai-intelligence-investigator into .github/skills/ai-intelligence-investigator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-intelligence-investigator", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add redfox-data/redfox-community --skill ai-intelligence-investigator -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install redfox-data/redfox-community ai-intelligence-investigator --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/redfox-data/redfox-community.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/ai-intelligence-investigator .opencode/skills/ai-intelligence-investigator && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "ai-intelligence-investigator" agent skill from https://github.com/redfox-data/redfox-community/tree/main/skills/ai-intelligence-investigator into .opencode/skills/ai-intelligence-investigator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-intelligence-investigator", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
ai-intelligence-investigator- GitHub stars
- 427
- Token cost
- ~803 tokens
- SKILL.md length
- 176 words
- Files
- 7 (incl. references)
- Skills in repo
- 126
- Repo updated
- First seen
- Licence
- None found
At a glance
深度A股情报调查与分析工具，支持A股情报调查、竞品分析、舆情监测、人物背景调查、信息交叉验证，生成结构化调查报告。当用户需要调查A股公司/行业/概念、调查竞品、追踪热点事件、了解人物背景、验证信息真实性时使用。触发词：A股情报、股票调查、财报分析、概念追踪、资金流向、情报调查、竞品分析、舆情调查、背景调查、信息验证、多源搜索。
- Works in 3 steps: 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
- SKILL.md covers 📝 简介, ✨ 功能特性, 🔑 一键安装 and 📖 使用指南, plus 2 more sections
- Needs REDFOX_API_KEY
What it does
AI Intelligence Investigator is an agent skill from redfox-data/redfox-community. 深度A股情报调查与分析工具，支持A股情报调查、竞品分析、舆情监测、人物背景调查、信息交叉验证，生成结构化调查报告。当用户需要调查A股公司/行业/概念、调查竞品、追踪热点事件、了解人物背景、验证信息真实性时使用。触发词：A股情报、股票调查、财报分析、概念追踪、资金流向、情报调查、竞品分析、舆情调查、背景调查、信息验证、多源搜索。
Its SKILL.md is about 800 tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files, including reference files (for example `README.en.md`, `README.md` and `references/core_workflow.md`).
The repository describes itself as: 红狐数据（RedFoxHub） 技能合集：面向 Agent 的可复用 SKILL 集合，覆盖灵感、选题、文案创作、数据复盘等场景，持续更新。
Example prompts
- “/ai-intelligence-investigator”
Requirements
- A credential in REDFOX_API_KEY
Workflow steps
3 steps, taken from the first numbered list in SKILL.md.
- 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
What it can do on your machine
Read from SKILL.md and the folder at commit 6057a18. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
Links to these hosts (documentation or services it may open):
redfox.hk
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names these keys or tokens, usually read from environment variables:
REDFOX_API_KEY
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
AI Intelligence Investigator loads about 803 tokens when it runs, and up to ~12k if it reads all its reference files. Until then it costs about 48 tokens; SKILL.md has 176 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 176 words (~803 tokens).
- name
- ai-intelligence-investigator
Files
SKILL.md and 6 other files (references) in skills/ai-intelligence-investigator of redfox-data/redfox-community.
- SKILL.md
- README.en.md
- README.md
- references/core_workflow.md
- references/engine-strategy.md
- references/investigation-modes.md
- references/investigation-templates.md
Open the folder on GitHubat commit 6057a18
Compare with similar skills
AI Intelligence Investigator next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| AI Intelligence Investigator this skillredfox-data/redfox-community | 427 | — | ~803 | Automated safety check: Pass | None | |
| Root Cause Investigationgarrytan/gstack | 136k | — | ~12k | Automated safety check: Notes | MIT | |
| Osint Investigationaffaan-m/ECC | 276k | — | ~5.7k | Automated safety check: Pass | CC-BY-SA-4.0 | |
| Investigate CIClickHouse/ClickHouse | 50k | — | ~11k | Automated safety check: Notes | Apache-2.0 | |
| Lead Intelligenceaffaan-m/ECC | 276k | — | ~1.5k | Automated safety check: Pass | MIT | |
| Genomic IntelligenceK-Dense-AI/scientific-agent-skills | 48k | 1 repos | ~6.2k | Automated safety check: Notes | MIT |
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Questions about AI Intelligence Investigator
What does AI Intelligence Investigator do?
深度A股情报调查与分析工具，支持A股情报调查、竞品分析、舆情监测、人物背景调查、信息交叉验证，生成结构化调查报告。当用户需要调查A股公司/行业/概念、调查竞品、追踪热点事件、了解人物背景、验证信息真实性时使用。触发词：A股情报、股票调查、财报分析、概念追踪、资金流向、情报调查、竞品分析、舆情调查、背景调查、信息验证、多源搜索。. AI Intelligence Investigator is an agent skill from redfox-data/redfox-community.
How do I install AI Intelligence Investigator in Claude Code?
Run `npx skills add redfox-data/redfox-community --skill ai-intelligence-investigator -a claude-code`. Or copy the skill folder (skills/ai-intelligence-investigator in redfox-data/redfox-community) into .claude/skills/ai-intelligence-investigator in your project. Claude Code loads it when a task matches its description.
How do I install AI Intelligence Investigator in Codex?
Run `npx skills add redfox-data/redfox-community --skill ai-intelligence-investigator -a codex`. Or copy the skill folder (skills/ai-intelligence-investigator in redfox-data/redfox-community) into .agents/skills/ai-intelligence-investigator in your project. Codex loads it when a task matches its description.
Can I use AI Intelligence Investigator in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add redfox-data/redfox-community --skill ai-intelligence-investigator -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ai-intelligence-investigator, .gemini/skills/ai-intelligence-investigator, .github/skills/ai-intelligence-investigator and .opencode/skills/ai-intelligence-investigator in your project.
What does AI Intelligence Investigator need to run?
Going by SKILL.md and its folder, AI Intelligence Investigator needs credentials named REDFOX_API_KEY. Our summary lists: A credential in REDFOX_API_KEY.
Does AI Intelligence Investigator access the network?
SKILL.md names 1 domain. As links in the text: redfox.hk. This is read from the text; nothing was executed.
Is AI Intelligence Investigator safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does AI Intelligence Investigator use?
No licence was found for AI Intelligence Investigator or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does AI Intelligence Investigator use?
About 803 tokens (SKILL.md is roughly 3.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 12k tokens, read only when the agent opens those files.
What are the alternatives to AI Intelligence Investigator?
Skills that share tags, products or a category with AI Intelligence Investigator: Root Cause Investigation (garrytan/gstack, 136k stars), Osint Investigation (affaan-m/ECC, 276k stars), Investigate CI (ClickHouse/ClickHouse, 50k stars) and Lead Intelligence (affaan-m/ECC, 276k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains AI Intelligence Investigator?
redfox-data (a GitHub user) maintains it in redfox-data/redfox-community, which has 427 GitHub stars. The repository holds 126 skills in this directory. The repository was last updated on October 10, 2026.
Source: redfox-data/redfox-community on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.