Fund Analysis and FOF Screening
HKUDS/Vibe-Trading
Evaluates mutual funds, private funds and ETFs by return, risk and risk-adjusted metrics, style box and drift, and manager quality, then builds FOF portfolios; Chinese text.
基金经理深度行为审计引擎。逐笔买卖验尸(拿12个月后走势验对错)、独立决策取证(同门/全市场/热榜三把尺子)、K线战役回放、抄作业指数、被动减仓判定、造神检测、闸门时间轴、年底冲排名、一车多牌、开门批次,产出单文件交互 HTML 报告。当用户要求分析某只基金或基金经理、判断能不能买、经理水平如何、独立性如何、Alpha…
MITAuto-check passed
Install Fund Manager Alpha
$ npx skills add wbh604/fund-guy-skill --skill fund-manager-alpha -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install wbh604/fund-guy-skill fund-manager-alpha --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/wbh604/fund-guy-skill.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/fund-manager-alpha .claude/skills/fund-manager-alpha && 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 "fund-manager-alpha" agent skill from https://github.com/wbh604/fund-guy-skill/tree/main/.agents/skills/fund-manager-alpha into .claude/skills/fund-manager-alpha/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fund-manager-alpha", 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/wbh604/fund-guy-skill/tree/main/.agents/skills/fund-manager-alphaType 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 wbh604/fund-guy-skill --skill fund-manager-alpha -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install wbh604/fund-guy-skill fund-manager-alpha --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wbh604/fund-guy-skill.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/fund-manager-alpha .agents/skills/fund-manager-alpha && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "fund-manager-alpha" agent skill from https://github.com/wbh604/fund-guy-skill/tree/main/.agents/skills/fund-manager-alpha into .agents/skills/fund-manager-alpha/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fund-manager-alpha", 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 wbh604/fund-guy-skill --skill fund-manager-alpha -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install wbh604/fund-guy-skill fund-manager-alpha --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wbh604/fund-guy-skill.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/fund-manager-alpha .cursor/skills/fund-manager-alpha && 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 "fund-manager-alpha" agent skill from https://github.com/wbh604/fund-guy-skill/tree/main/.agents/skills/fund-manager-alpha into .cursor/skills/fund-manager-alpha/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fund-manager-alpha", 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/wbh604/fund-guy-skill.git --path .agents/skills/fund-manager-alpha--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 wbh604/fund-guy-skill --skill fund-manager-alpha -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install wbh604/fund-guy-skill fund-manager-alpha --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wbh604/fund-guy-skill.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/fund-manager-alpha .gemini/skills/fund-manager-alpha && 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 "fund-manager-alpha" agent skill from https://github.com/wbh604/fund-guy-skill/tree/main/.agents/skills/fund-manager-alpha into .gemini/skills/fund-manager-alpha/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fund-manager-alpha", 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 wbh604/fund-guy-skill fund-manager-alphaInstalls 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 wbh604/fund-guy-skill --skill fund-manager-alpha -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/wbh604/fund-guy-skill.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/fund-manager-alpha .github/skills/fund-manager-alpha && 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 "fund-manager-alpha" agent skill from https://github.com/wbh604/fund-guy-skill/tree/main/.agents/skills/fund-manager-alpha into .github/skills/fund-manager-alpha/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fund-manager-alpha", 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 wbh604/fund-guy-skill --skill fund-manager-alpha -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install wbh604/fund-guy-skill fund-manager-alpha --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wbh604/fund-guy-skill.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/fund-manager-alpha .opencode/skills/fund-manager-alpha && 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 "fund-manager-alpha" agent skill from https://github.com/wbh604/fund-guy-skill/tree/main/.agents/skills/fund-manager-alpha into .opencode/skills/fund-manager-alpha/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fund-manager-alpha", 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
fund-manager-alpha- GitHub stars
- 583
- Token cost
- ~292 tokens
- SKILL.md length
- 42 words
- Files
- 1
- Skills in repo
- 2
- Repo updated
- First seen
- Licence
- MIT
At a glance
基金经理深度行为审计引擎。逐笔买卖验尸(拿12个月后走势验对错)、独立决策取证(同门/全市场/热榜三把尺子)、K线战役回放、抄作业指数、被动减仓判定、造神检测、闸门时间轴、年底冲排名、一车多牌、开门批次,产出单文件交互 HTML 报告。当用户要求分析某只基金或基金经理、判断能不能买、经理水平如何、独立性如何、Alpha…
- Works in 3 steps: 先做任期切割 —— 前任业绩混入现任评价 = 分析作废 → 绝不编数 —— 拿不到就标"未获取"并压置信度,没有出处的数字不进报告 → 定性判断由你做 —— 公告全文解读、Mandate…
- SKILL.md covers 快速开始, 三条不可违反 and 更多
- Calls python and pip
What it does
Fund Manager Alpha is an agent skill from wbh604/fund-guy-skill. 基金经理深度行为审计引擎。逐笔买卖验尸(拿12个月后走势验对错)、独立决策取证(同门/全市场/热榜三把尺子)、K线战役回放、抄作业指数、被动减仓判定、造神检测、闸门时间轴、年底冲排名、一车多牌、开门批次,产出单文件交互 HTML 报告。当用户要求分析某只基金或基金经理、判断能不能买、经理水平如何、独立性如何、Alpha 是本事还是运气时使用。关键词:基金、基金经理、公募、Alpha、抱团、持仓分析、业绩归因、能不能买。
Its SKILL.md is about 290 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The repository describes itself as: 糟糕，我被基佬包围了！那么这个时候就有人要问了，主播主播，有没有什么简单好用的基佬筛选办法？有的兄弟，有的，快来看看jilaoskill吧！. The licence is MIT.
Example prompts
- “/fund-manager-alpha”
Requirements
- Python 3
Workflow steps
3 steps, taken from the first numbered list in SKILL.md.
- 先做任期切割 —— 前任业绩混入现任评价 = 分析作废
- 绝不编数 —— 拿不到就标"未获取"并压置信度,没有出处的数字不进报告
- 定性判断由你做 —— 公告全文解读、Mandate 约束抽取仍没有脚本。造神九项能用本品公告/任期/持仓筛的已自动出结论(三级证据制);季报原文、亲属任职、招募书全文对照仍标未获取。行业用东财/港股公开分类自动取,禁止手写某只基金的对照表;窗口、费率、风格指数全部按所选基金重算
What it can do on your machine
Read from SKILL.md and the folder at commit 15e5619. 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
Shell commands in SKILL.md call:
pythonpip
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use pip, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Fund Manager Alpha loads about 292 tokens when it runs. Until then it costs about 58 tokens; SKILL.md has 42 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
The full file from wbh604/fund-guy-skill at commit 15e5619, republished under its MIT licence (© wbh604). 42 words, ~292 tokens.
Download SKILL.mdSave it as
.claude/skills/fund-manager-alpha/SKILL.md (or your agent's skills folder).- name
- fund-manager-alpha
- description
- 基金经理深度行为审计引擎。逐笔买卖验尸(拿12个月后走势验对错)、独立决策取证(同门/全市场/热榜三把尺子)、K线战役回放、抄作业指数、被动减仓判定、造神检测、闸门时间轴、年底冲排名、一车多牌、开门批次,产出单文件交互 HTML 报告。当用户要求分析某只基金或基金经理、判断能不能买、经理水平如何、独立性如何、Alpha 是本事还是运气时使用。关键词:基金、基金经理、公募、Alpha、抱团、持仓分析、业绩归因、能不能买。
Fund Manager Alpha · 基金经理行为审计(入口)
评的是行为,不是净值。
完整方法论在本仓库 skills/fund-manager-alpha/SKILL.md(18 条硬规则、三层取数模型、
行为评分公式、报告模块规范)—— 动手前先完整读它,本文件只是入口。
快速开始
pip install -r requirements.txt
python run.py <基金代码> # 一键:取数 → 分析 → 出报告
python run.py <基金代码> --skip-fetch # 已有 .cache 数据时产出:assets/fund-<code>.html(自包含单文件,离线可看可分享)。请用浏览器直接打开本地文件;不要用 htmlpreview.github.io / gist 在线预览,那些页面经常不跑脚本,分数和 K 线会显示成空的。
参考脚本在仓库根 scripts/(fetch → analyze → build,README 有逐条命令)。
接口失效时不要死修脚本,按主文档的三层取数模型(公开 API → 浏览器抓取 → 请用户登录)自行补数。
三条不可违反
- 先做任期切割 —— 前任业绩混入现任评价 = 分析作废
- 绝不编数 —— 拿不到就标"未获取"并压置信度,没有出处的数字不进报告
- 定性判断由你做 —— 公告全文解读、Mandate 约束抽取仍没有脚本。造神九项能用本品公告/任期/持仓筛的已自动出结论(三级证据制);季报原文、亲属任职、招募书全文对照仍标未获取。行业用东财/港股公开分类自动取,禁止手写某只基金的对照表;窗口、费率、风格指数全部按所选基金重算
更多
- 完整硬规则与工作流:
skills/fund-manager-alpha/SKILL.md - 算法细节:
skills/fund-manager-alpha/references/ - 设计决策:
DESIGN.md
© wbh604, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in .agents/skills/fund-manager-alpha of wbh604/fund-guy-skill.
Open the folder on GitHubat commit 15e5619
Compare with similar skills
Fund Manager Alpha 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 |
|---|---|---|---|---|---|---|
| Fund Manager Alpha this skillwbh604/fund-guy-skill | 583 | — | ~292 | Automated safety check: Pass | MIT | |
| Fund Analysis and FOF ScreeningHKUDS/Vibe-Trading | 35k | — | ~1.2k | Automated safety check: Pass | MIT | |
| Alpha Vantage AutomationComposioHQ/awesome-claude-skills | 77k | 3 repos | ~753 | Automated safety check: Pass | None | |
| Perpetual Funding and Basis TradingHKUDS/Vibe-Trading | 35k | — | ~2.7k | Automated safety check: Pass | MIT | |
| Wolfram Alpha API AutomationComposioHQ/awesome-claude-skills | 77k | 3 repos | ~768 | Automated safety check: Pass | None | |
| Alpha Vantagesickn33/agentic-awesome-skills | 47k | 2 repos | ~1.3k | Automated safety check: Pass | MIT |
Similar skills
Alpha Vantage Automation
ComposioHQ/awesome-claude-skills
Automate Alpha Vantage tasks via Rube MCP (Composio). An agent skill from ComposioHQ/awesome-claude-skills.
Perpetual Funding and Basis Trading
HKUDS/Vibe-Trading
Analyzes perpetual futures funding rates and spot-futures basis to find carry trades, crowded positioning and sentiment signals, including funding arbitrage between exchanges.
Wolfram Alpha API Automation
ComposioHQ/awesome-claude-skills
Automate Wolfram Alpha API tasks via Rube MCP (Composio). An agent skill from ComposioHQ/awesome-claude-skills.
Alpha Vantage
sickn33/agentic-awesome-skills
Access 20+ years of global financial data: equities, options, forex, crypto, commodities, economic indicators, and 50+ technical indicators.
Alpha Zoo Factor Libraries
HKUDS/Vibe-Trading
Browses prebuilt cross-sectional factor libraries (Kakushadze 101, GTJA 191, Qlib 158, Fama-French and Carhart) and benchmarks whole libraries with IC and IR over a stock universe.
More from wbh604/fund-guy-skill
Fund Manager Alpha
wbh604/fund-guy-skill
基金经理独立决策能力尽调。以基金经理为主角,基金作为其长期行为记录,核心回答"他和公司主流观点不一样的时候,有没有反复证明自己是对的"。当用户要求分析某只基金、某个基金经理、判断能不能买、经理能力如何、独立性如何、Alpha 是真本事还是运气时触发。产出 Independent Decision Alpha 取证 + Manager Profile + Alpha 尸检 + IC 结论 +…
Questions about Fund Manager Alpha
What does Fund Manager Alpha do?
基金经理深度行为审计引擎。逐笔买卖验尸(拿12个月后走势验对错)、独立决策取证(同门/全市场/热榜三把尺子)、K线战役回放、抄作业指数、被动减仓判定、造神检测、闸门时间轴、年底冲排名、一车多牌、开门批次,产出单文件交互 HTML 报告。当用户要求分析某只基金或基金经理、判断能不能买、经理水平如何、独立性如何、Alpha…. Fund Manager Alpha is an agent skill from wbh604/fund-guy-skill.
How do I install Fund Manager Alpha in Claude Code?
Run `npx skills add wbh604/fund-guy-skill --skill fund-manager-alpha -a claude-code`. Or copy the skill folder (.agents/skills/fund-manager-alpha in wbh604/fund-guy-skill) into .claude/skills/fund-manager-alpha in your project. Claude Code loads it when a task matches its description.
How do I install Fund Manager Alpha in Codex?
Run `npx skills add wbh604/fund-guy-skill --skill fund-manager-alpha -a codex`. Or copy the skill folder (.agents/skills/fund-manager-alpha in wbh604/fund-guy-skill) into .agents/skills/fund-manager-alpha in your project. Codex loads it when a task matches its description.
Can I use Fund Manager Alpha 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 wbh604/fund-guy-skill --skill fund-manager-alpha -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/fund-manager-alpha, .gemini/skills/fund-manager-alpha, .github/skills/fund-manager-alpha and .opencode/skills/fund-manager-alpha in your project.
What does Fund Manager Alpha need to run?
Going by SKILL.md and its folder, Fund Manager Alpha needs the command-line tools its instructions call (python and pip). Our summary lists: Python 3.
Does Fund Manager Alpha access the network?
SKILL.md contains no URLs. Its commands use pip, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Fund Manager Alpha 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 Fund Manager Alpha use?
Fund Manager Alpha is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Fund Manager Alpha use?
About 292 tokens (SKILL.md is roughly 1.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Fund Manager Alpha?
Skills that share tags, products or a category with Fund Manager Alpha: Fund Analysis and FOF Screening (HKUDS/Vibe-Trading, 35k stars), Alpha Vantage Automation (ComposioHQ/awesome-claude-skills, 77k stars), Perpetual Funding and Basis Trading (HKUDS/Vibe-Trading, 35k stars) and Wolfram Alpha API Automation (ComposioHQ/awesome-claude-skills, 77k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Fund Manager Alpha?
wbh604 (a GitHub user) maintains it in wbh604/fund-guy-skill, which has 583 GitHub stars. The repository holds 2 skills in this directory. The repository was last updated on September 3, 2026.
Source: wbh604/fund-guy-skill on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.