Technical Analyst
tradermonty/claude-trading-skills
This skill should be used when analyzing weekly price charts for stocks, stock indices, cryptocurrencies, or forex pairs.
为中国投资者构建风险调整后收益最优的A股投资组合，根据资金规模、风险偏好和投资期限进行资产配置。当用户询问构建投资组合、资产配置、A股组合优化、仓位管理、再平衡策略，或要求根据特定金额和风险偏好提供组合构建建议时使用此技能。
Install Risk Adjusted Return Optimizer
$ npx skills add Geeksfino/finskills --skill risk-adjusted-return-optimizer -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Geeksfino/finskills risk-adjusted-return-optimizer --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/Geeksfino/finskills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/China-market/risk-adjusted-return-optimizer .claude/skills/risk-adjusted-return-optimizer && 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 "risk-adjusted-return-optimizer" agent skill from https://github.com/Geeksfino/finskills/tree/main/China-market/risk-adjusted-return-optimizer into .claude/skills/risk-adjusted-return-optimizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "risk-adjusted-return-optimizer", 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/Geeksfino/finskills/tree/main/China-market/risk-adjusted-return-optimizerType 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 Geeksfino/finskills --skill risk-adjusted-return-optimizer -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Geeksfino/finskills risk-adjusted-return-optimizer --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Geeksfino/finskills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/China-market/risk-adjusted-return-optimizer .agents/skills/risk-adjusted-return-optimizer && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "risk-adjusted-return-optimizer" agent skill from https://github.com/Geeksfino/finskills/tree/main/China-market/risk-adjusted-return-optimizer into .agents/skills/risk-adjusted-return-optimizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "risk-adjusted-return-optimizer", 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 Geeksfino/finskills --skill risk-adjusted-return-optimizer -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Geeksfino/finskills risk-adjusted-return-optimizer --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Geeksfino/finskills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/China-market/risk-adjusted-return-optimizer .cursor/skills/risk-adjusted-return-optimizer && 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 "risk-adjusted-return-optimizer" agent skill from https://github.com/Geeksfino/finskills/tree/main/China-market/risk-adjusted-return-optimizer into .cursor/skills/risk-adjusted-return-optimizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "risk-adjusted-return-optimizer", 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/Geeksfino/finskills.git --path China-market/risk-adjusted-return-optimizer--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 Geeksfino/finskills --skill risk-adjusted-return-optimizer -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Geeksfino/finskills risk-adjusted-return-optimizer --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Geeksfino/finskills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/China-market/risk-adjusted-return-optimizer .gemini/skills/risk-adjusted-return-optimizer && 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 "risk-adjusted-return-optimizer" agent skill from https://github.com/Geeksfino/finskills/tree/main/China-market/risk-adjusted-return-optimizer into .gemini/skills/risk-adjusted-return-optimizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "risk-adjusted-return-optimizer", 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 Geeksfino/finskills risk-adjusted-return-optimizerInstalls 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 Geeksfino/finskills --skill risk-adjusted-return-optimizer -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Geeksfino/finskills.git skills-src && mkdir -p .github/skills && cp -r skills-src/China-market/risk-adjusted-return-optimizer .github/skills/risk-adjusted-return-optimizer && 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 "risk-adjusted-return-optimizer" agent skill from https://github.com/Geeksfino/finskills/tree/main/China-market/risk-adjusted-return-optimizer into .github/skills/risk-adjusted-return-optimizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "risk-adjusted-return-optimizer", 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 Geeksfino/finskills --skill risk-adjusted-return-optimizer -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Geeksfino/finskills risk-adjusted-return-optimizer --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Geeksfino/finskills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/China-market/risk-adjusted-return-optimizer .opencode/skills/risk-adjusted-return-optimizer && 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 "risk-adjusted-return-optimizer" agent skill from https://github.com/Geeksfino/finskills/tree/main/China-market/risk-adjusted-return-optimizer into .opencode/skills/risk-adjusted-return-optimizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "risk-adjusted-return-optimizer", 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
risk-adjusted-return-optimizer- GitHub stars
- 283
- Token cost
- ~688 tokens
- SKILL.md length
- 168 words
- Files
- 4 (incl. references)
- Skills in repo
- 30
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
为中国投资者构建风险调整后收益最优的A股投资组合，根据资金规模、风险偏好和投资期限进行资产配置。当用户询问构建投资组合、资产配置、A股组合优化、仓位管理、再平衡策略，或要求根据特定金额和风险偏好提供组合构建建议时使用此技能。
- Works in 9 steps: 组合摘要 — 输入参数、配置概览、预期结果 → 资产配置图 — 按资产类别和市场分布 → 持仓明细 — 每个头寸的代码、配置比例、金额、理由 → …
- Business, Finance & HR work in your project
- SKILL.md covers 工作流程, 数据增强 and 重要注意事项
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Risk Adjusted Return Optimizer is an agent skill from Geeksfino/finskills. 为中国投资者构建风险调整后收益最优的A股投资组合，根据资金规模、风险偏好和投资期限进行资产配置。当用户询问构建投资组合、资产配置、A股组合优化、仓位管理、再平衡策略，或要求根据特定金额和风险偏好提供组合构建建议时使用此技能。
Its SKILL.md is about 690 tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including reference files (for example `references/output-template.md` and `references/portfolio-framework.md`).
It sits in Business, Finance & HR. The repository describes itself as: Financial engineering and risk/compliance skills for agents. The licence is Apache-2.0.
When your agent uses it
- Business, Finance & HR work in your project
Example prompts
- “/risk-adjusted-return-optimizer”
Workflow steps
9 steps, taken from the first numbered list in SKILL.md.
- 组合摘要 — 输入参数、配置概览、预期结果
- 资产配置图 — 按资产类别和市场分布
- 持仓明细 — 每个头寸的代码、配置比例、金额、理由
- 风险仪表盘 — 预期收益、波动率、夏普比率、最大回撤、VaR
- 再平衡方案 — 规则、触发条件、执行指引
- 下行保护 — 策略与压力测试情景
- 收入测算（如适用）
- 实施指南 — 建仓顺序
- 风险提示
What it can do on your machine
Read from SKILL.md and the folder at commit 8722415. 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
No URLs in SKILL.md.
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
Risk Adjusted Return Optimizer loads about 688 tokens when it runs, and up to ~3.8k if it reads all its reference files. Until then it costs about 36 tokens; SKILL.md has 168 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 Geeksfino/finskills at commit 8722415, republished under its Apache-2.0 licence (© Geeksfino). 168 words, ~688 tokens.
Download SKILL.mdSave it as
.claude/skills/risk-adjusted-return-optimizer/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.- name
- risk-adjusted-return-optimizer
- description
- 为中国投资者构建风险调整后收益最优的A股投资组合，根据资金规模、风险偏好和投资期限进行资产配置。当用户询问构建投资组合、资产配置、A股组合优化、仓位管理、再平衡策略，或要求根据特定金额和风险偏好提供组合构建建议时使用此技能。
- license
- Apache-2.0
风险调整收益优化器
扮演投资组合构建专家。为中国投资者构建风险调整后收益（夏普比率）最优的多元化投资组合。
工作流程
第一步：收集输入
与用户确认（含默认值）：
| 输入 | 选项 | 默认 |
|---|---|---|
| 组合规模 | 任意金额 | 30万元 |
| 风险偏好 | 保守 / 稳健 / 积极 | 稳健 |
| 投资期限 | 1–30+年 | 5年 |
| 收入需求 | 是（目标收益率） / 否（总回报） | 否 |
| 账户类型 | 普通证券账户 / 含个人养老金 | 普通账户 |
| 现有持仓 | 需纳入或排除的头寸 | 无 |
| 约束条件 | 行业排除、单股上限、ESG等 | 无 |
| 再平衡偏好 | 定期 / 阈值 / 混合 | 阈值（±5%） |
第二步：确定资产配置
将风险偏好和投资期限映射到战略资产配置。详细模型参见 references/portfolio-framework.md。
| 风险偏好 | 权益类 | 固定收益类 | 另类资产 | 现金 |
|---|---|---|---|---|
| 保守 | 20–35% | 40–55% | 5–10% | 10–15% |
| 稳健 | 40–60% | 25–40% | 5–10% | 5–10% |
| 积极 | 60–80% | 10–25% | 5–15% | 0–5% |
各大类内部分散化：
- 权益类: A股大盘/中盘/小盘、港股通、QDII（如有额度）
- 固定收益: 国债、政策性金融债、信用债、可转债
- 另类: 黄金、商品、公募REITs
- 现金: 货币基金、银行活期/定期
第三步：仓位管理
| 原则 | 应用 |
|---|---|
| 核心-卫星 | 60–80% 配置宽基指数ETF（核心），20–40% 配置主题/行业ETF或个股（卫星） |
| 单只个股上限 | 保守：3%、稳健：5%、积极：8% |
| 行业集中度上限 | 单一行业不超过权益仓位的25% |
| 相关性管理 | 卫星仓位之间避免高度相关 |
| 最低头寸 | 每个头寸至少5000元（考虑佣金和再平衡可操作性） |
第四步：风险与收益估算
| 指标 | 说明 |
|---|---|
| 预期年化收益 | 各资产类别预期收益的加权平均 |
| 预期波动率 | 组合标准差（使用相关性矩阵） |
| 夏普比率 | （预期收益 − 无风险利率）/ 波动率 |
| 最大回撤估计 | 该配置的历史最差情景 |
| 风险价值（95%） | 一年内95%置信度下的最大损失 |
详细资本市场假设参见 references/portfolio-framework.md。
第五步：下行保护
| 风险偏好 | 保护策略 |
|---|---|
| 保守 | 较高现金仓位、短久期债券、红利股倾斜、可转债底仓 |
| 稳健 | 多资产分散、再平衡纪律、部分防御配置 |
| 积极 | 分散化为主要工具、极端时适当降仓、集中持仓设止损 |
第六步：再平衡规则
| 方法 | 触发 | 优势 | 劣势 |
|---|---|---|---|
| 定期 | 每季度/半年度 | 简单有纪律 | 可能错过漂移 |
| 阈值 | 任一资产偏离目标≥5% | 响应及时 | 需持续监控 |
| 混合 | 每季度检查 + 5%阈值覆盖 | 兼顾两者优点 | 略复杂 |
第七步：呈现组合
以结构化报告呈现，格式参见 references/output-template.md：
- 组合摘要 — 输入参数、配置概览、预期结果
- 资产配置图 — 按资产类别和市场分布
- 持仓明细 — 每个头寸的代码、配置比例、金额、理由
- 风险仪表盘 — 预期收益、波动率、夏普比率、最大回撤、VaR
- 再平衡方案 — 规则、触发条件、执行指引
- 下行保护 — 策略与压力测试情景
- 收入测算（如适用）
- 实施指南 — 建仓顺序
- 风险提示
数据增强
如需实时市场数据支撑分析，请使用金融数据工具包技能（findata-toolkit-cn）。该工具包提供A股实时行情、财务指标、董监高增减持、北向资金、宏观数据等功能，所有数据源免费，无需API密钥。
重要注意事项
- A股无资本利得税：个人投资者股票交易免征资本利得税，这使得频繁再平衡的税负成本很低（仅印花税0.05%和佣金）。
- 分红税与持有期挂钩：持有超1年免税、1个月–1年10%、不足1个月20%。组合中的高股息头寸应倾向长期持有。
- 货币基金作为"现金"：余额宝等货币基金是中国投资者最常用的现金等价物，收益率高于活期存款。
- 可转债的独特价值：A股可转债具有"下有保底、上不封顶"的非对称收益特征，是中国投资者的独特资产类别。
- QDII额度受限：投资海外资产需通过QDII基金，额度有限且可能暂停申购。全球化分散可能受限。
- 公募REITs：中国公募REITs以基础设施为主（高速公路、产业园区、仓储物流），与海外以房地产为主的REITs不同。
- 不要忽视房产：中国家庭资产中房产占比极高（通常60–70%），构建金融资产组合时应考虑已有的房产敞口。
- 行为管理最重要：最好的组合是投资者能坚持持有的组合。A股波动大，不要为追求高收益而配置超出承受能力的风险。
© Geeksfino, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 3 other files (references) in China-market/risk-adjusted-return-optimizer of Geeksfino/finskills.
- SKILL.md
- LICENSE.txt
- references/output-template.md
- references/portfolio-framework.md
Open the folder on GitHubat commit 8722415
Compare with similar skills
Risk Adjusted Return Optimizer 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 |
|---|---|---|---|---|---|---|
| Risk Adjusted Return Optimizer this skillGeeksfino/finskills | 283 | — | ~688 | Automated safety check: Pass | Apache-2.0 | |
| Technical Analysttradermonty/claude-trading-skills | 3k | 5 repos | ~4.6k | Automated safety check: Pass | MIT | |
| Creating Financial ModelsChen-zexi/open-ptc-agent | 729 | 4 repos | ~1.3k | Automated safety check: Pass | MIT | |
| Stock APIzhangxiangliang/stock-api | 2k | — | ~507 | Automated safety check: Pass | MIT | |
| Theme Detectortradermonty/claude-trading-skills | 3k | 2 repos | ~4.9k | Automated safety check: Pass | MIT | |
| Itr Walakaranb192/itr-wala | 871 | — | ~3.6k | Automated safety check: Pass | MIT |
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Questions about Risk Adjusted Return Optimizer
What does Risk Adjusted Return Optimizer do?
为中国投资者构建风险调整后收益最优的A股投资组合，根据资金规模、风险偏好和投资期限进行资产配置。当用户询问构建投资组合、资产配置、A股组合优化、仓位管理、再平衡策略，或要求根据特定金额和风险偏好提供组合构建建议时使用此技能。. Risk Adjusted Return Optimizer is an agent skill from Geeksfino/finskills.
When should I use Risk Adjusted Return Optimizer?
Risk Adjusted Return Optimizer fits situations like: business, Finance & HR work in your project.
How do I install Risk Adjusted Return Optimizer in Claude Code?
Run `npx skills add Geeksfino/finskills --skill risk-adjusted-return-optimizer -a claude-code`. Or copy the skill folder (China-market/risk-adjusted-return-optimizer in Geeksfino/finskills) into .claude/skills/risk-adjusted-return-optimizer in your project. Claude Code loads it when a task matches its description.
How do I install Risk Adjusted Return Optimizer in Codex?
Run `npx skills add Geeksfino/finskills --skill risk-adjusted-return-optimizer -a codex`. Or copy the skill folder (China-market/risk-adjusted-return-optimizer in Geeksfino/finskills) into .agents/skills/risk-adjusted-return-optimizer in your project. Codex loads it when a task matches its description.
Can I use Risk Adjusted Return Optimizer 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 Geeksfino/finskills --skill risk-adjusted-return-optimizer -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/risk-adjusted-return-optimizer, .gemini/skills/risk-adjusted-return-optimizer, .github/skills/risk-adjusted-return-optimizer and .opencode/skills/risk-adjusted-return-optimizer in your project.
What does Risk Adjusted Return Optimizer need to run?
SKILL.md names no scripts, command-line tools or credentials: Risk Adjusted Return Optimizer is instructions for the agent only.
Does Risk Adjusted Return Optimizer access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Risk Adjusted Return Optimizer 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 Risk Adjusted Return Optimizer use?
Risk Adjusted Return Optimizer is published under the Apache-2.0 licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Risk Adjusted Return Optimizer use?
About 688 tokens (SKILL.md is roughly 2.8k 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 3.1k tokens, read only when the agent opens those files.
What are the alternatives to Risk Adjusted Return Optimizer?
Skills that share tags, products or a category with Risk Adjusted Return Optimizer: Technical Analyst (tradermonty/claude-trading-skills, 3k stars), Creating Financial Models (Chen-zexi/open-ptc-agent, 729 stars), Stock API (zhangxiangliang/stock-api, 2k stars) and Theme Detector (tradermonty/claude-trading-skills, 3k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Risk Adjusted Return Optimizer?
Geeksfino (a GitHub user) maintains it in Geeksfino/finskills, which has 283 GitHub stars. The repository holds 30 skills in this directory. The repository was last updated on March 5, 2026.
Source: Geeksfino/finskills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.