Stock API
zhangxiangliang/stock-api
Fetch real-time stock quotes, K-line (candlestick) history, and search symbols for China A-shares, Hong Kong, and US markets.
台灣上市上櫃公司三維財務分析儀表板。從 Goodinfo.tw 抓取真實財報數據（損益表、資產負債表、現金流量表），計算關鍵財務指標，生成互動式三分頁 HTML 儀表板（經營分析 / 獲利分析 / 財務健全度）並匯出為可分享的 HTML 檔案。
Install Taiwan Stock Analysis
$ npx skills add chengwesley/taiwan-stock-analysis --skill taiwan-stock-analysis -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install chengwesley/taiwan-stock-analysis taiwan-stock-analysis --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
Claude Code skills documentation · loads skills from .claude/skills/
Install the "taiwan-stock-analysis" agent skill from https://github.com/chengwesley/taiwan-stock-analysis/tree/main into .claude/skills/taiwan-stock-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "taiwan-stock-analysis", 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.
$ npx skills add chengwesley/taiwan-stock-analysis --skill taiwan-stock-analysis -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install chengwesley/taiwan-stock-analysis taiwan-stock-analysis --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "taiwan-stock-analysis" agent skill from https://github.com/chengwesley/taiwan-stock-analysis/tree/main into .agents/skills/taiwan-stock-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "taiwan-stock-analysis", 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 chengwesley/taiwan-stock-analysis --skill taiwan-stock-analysis -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install chengwesley/taiwan-stock-analysis taiwan-stock-analysis --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "taiwan-stock-analysis" agent skill from https://github.com/chengwesley/taiwan-stock-analysis/tree/main into .cursor/skills/taiwan-stock-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "taiwan-stock-analysis", 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.
$ npx skills add chengwesley/taiwan-stock-analysis --skill taiwan-stock-analysis -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install chengwesley/taiwan-stock-analysis taiwan-stock-analysis --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "taiwan-stock-analysis" agent skill from https://github.com/chengwesley/taiwan-stock-analysis/tree/main into .gemini/skills/taiwan-stock-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "taiwan-stock-analysis", 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 chengwesley/taiwan-stock-analysis taiwan-stock-analysisInstalls 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 chengwesley/taiwan-stock-analysis --skill taiwan-stock-analysis -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "taiwan-stock-analysis" agent skill from https://github.com/chengwesley/taiwan-stock-analysis/tree/main into .github/skills/taiwan-stock-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "taiwan-stock-analysis", 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 chengwesley/taiwan-stock-analysis --skill taiwan-stock-analysis -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install chengwesley/taiwan-stock-analysis taiwan-stock-analysis --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "taiwan-stock-analysis" agent skill from https://github.com/chengwesley/taiwan-stock-analysis/tree/main into .opencode/skills/taiwan-stock-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "taiwan-stock-analysis", 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
taiwan-stock-analysis- GitHub stars
- 155
- Token cost
- ~2.6k tokens
- SKILL.md length
- 332 words
- Files
- 5 (incl. scripts, references)
- Skills in repo
- 1
- Repo updated
- First seen
- Licence
- None found
At a glance
台灣上市上櫃公司三維財務分析儀表板。從 Goodinfo.tw 抓取真實財報數據（損益表、資產負債表、現金流量表），計算關鍵財務指標，生成互動式三分頁 HTML 儀表板（經營分析 / 獲利分析 / 財務健全度）並匯出為可分享的 HTML 檔案。
- Works in 3 steps: IS_YEAR → 損益表（營收、毛利、費用、營業利益、淨利、EPS） → BS_YEAR → 資產負債表（現金、應收帳款、存貨、流動資產、負債、股東權益） → CF_YEAR → 現金流量表（營業CF、投資CF、融資CF、現金股利）
- Tasks that involve Stock and market analysis
- SKILL.md covers 概述, 步驟一：抓取財報數據, 步驟二：計算衍生指標 and 步驟二點五：三層驗證機制, plus 4 more sections
- Runs Python scripts from its folder; reaches goodinfo.tw and mops.twse.com.tw; needs CLIENT_KEY
What it does
Taiwan Stock Analysis is an agent skill from chengwesley/taiwan-stock-analysis. 台灣上市上櫃公司三維財務分析儀表板。從 Goodinfo.tw 抓取真實財報數據（損益表、資產負債表、現金流量表），計算關鍵財務指標，生成互動式三分頁 HTML 儀表板（經營分析 / 獲利分析 / 財務健全度）並匯出為可分享的 HTML 檔案。 當使用者提到以下情境時，一定要使用這個 skill： - 「幫我分析 XXXX（股票代碼）」、「財報分析」、「三維分析」 - 「管銷研發費用分析」、「獲利能力」、「財務健全度」 - 提到台灣股票代碼（4位數字）並要求分析 - 「經營/獲利/財務分析」、「幫我看這家公司」 - 任何涉及台股財務數據視覺化的需求
Its SKILL.md is about 2.6k tokens, which your agent loads only when the skill is triggered. The skill folder holds 6 other files, including scripts and reference files (for example `README.md`, `references/dashboard_template.md` and `scripts/fetch_goodinfo.py`).
It sits in Business, Finance & HR, covering Stock and market analysis. The repository describes itself as: taiwan-stock-analysis.
When your agent uses it
- Tasks that involve Stock and market analysis
Example prompts
- “/taiwan-stock-analysis”
Requirements
- Python 3
- A credential in CLIENT_KEY
Workflow steps
3 steps, taken from the first numbered list in SKILL.md.
- IS_YEAR → 損益表（營收、毛利、費用、營業利益、淨利、EPS）
- BS_YEAR → 資產負債表（現金、應收帳款、存貨、流動資產、負債、股東權益）
- CF_YEAR → 現金流量表（營業CF、投資CF、融資CF、現金股利）
What it can do on your machine
Read from SKILL.md and the folder at commit bd69040. 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
Ships 1 file in scripts/ (Python), which the agent can run.
From the folder's file list and the shell code blocks in SKILL.md.
Network
Hosts in commands or code, which the agent is likely to contact:
goodinfo.twmops.twse.com.twcdn.jsdelivr.net
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names these keys or tokens, usually read from environment variables:
CLIENT_KEY
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Taiwan Stock Analysis loads about 2.6k tokens when it runs, and up to ~4.3k if it reads all its reference files. Until then it costs about 75 tokens; SKILL.md has 332 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); the scripts in this folder are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 332 words (~2,625 tokens).
“本 skill 從 Goodinfo.tw 抓取台灣上市/上櫃公司的真實財報數據，計算三大維度的財務指標，並生成一份互動式 HTML 儀表板及下載檔案。”
- name
- taiwan-stock-analysis
Files
SKILL.md and 4 other files (scripts, references) in the repository root of chengwesley/taiwan-stock-analysis.
- SKILL.md
- README.md
- references/dashboard_template.md
- scripts/fetch_goodinfo.py
- 鴻海_2317_analysis.html
Open the folder on GitHubat commit bd69040
Compare with similar skills
Taiwan Stock Analysis 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 |
|---|---|---|---|---|---|---|
| Taiwan Stock Analysis this skillchengwesley/taiwan-stock-analysis | 155 | — | ~2.6k | Automated safety check: Pass | None | |
| Stock APIzhangxiangliang/stock-api | 2k | — | ~507 | Automated safety check: Pass | MIT | |
| Tushare Datazillionare/zillionare | 322 | 2 repos | ~2.3k | Automated safety check: Pass | None | |
| Tradingview MCPatilaahmettaner/tradingview-mcp | 5k | — | ~1.3k | Automated safety check: Pass | MIT | |
| Digital Oraclekomako-workshop/digital-oracle | 878 | — | ~5.9k | Automated safety check: Pass | MIT | |
| Longbridge Researchhelsome/folio | 271 | 3 repos | ~2.1k | Automated safety check: Pass | MIT |
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Related
Categories
Questions about Taiwan Stock Analysis
What does Taiwan Stock Analysis do?
台灣上市上櫃公司三維財務分析儀表板。從 Goodinfo.tw 抓取真實財報數據（損益表、資產負債表、現金流量表），計算關鍵財務指標，生成互動式三分頁 HTML 儀表板（經營分析 / 獲利分析 / 財務健全度）並匯出為可分享的 HTML 檔案。. Taiwan Stock Analysis is an agent skill from chengwesley/taiwan-stock-analysis.
When should I use Taiwan Stock Analysis?
Taiwan Stock Analysis fits situations like: tasks that involve Stock and market analysis.
How do I install Taiwan Stock Analysis in Claude Code?
Run `npx skills add chengwesley/taiwan-stock-analysis --skill taiwan-stock-analysis -a claude-code`. Or copy the skill folder (the chengwesley/taiwan-stock-analysis repository) into .claude/skills/taiwan-stock-analysis in your project. Claude Code loads it when a task matches its description.
How do I install Taiwan Stock Analysis in Codex?
Run `npx skills add chengwesley/taiwan-stock-analysis --skill taiwan-stock-analysis -a codex`. Or copy the skill folder (the chengwesley/taiwan-stock-analysis repository) into .agents/skills/taiwan-stock-analysis in your project. Codex loads it when a task matches its description.
Can I use Taiwan Stock Analysis 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 chengwesley/taiwan-stock-analysis --skill taiwan-stock-analysis -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/taiwan-stock-analysis, .gemini/skills/taiwan-stock-analysis, .github/skills/taiwan-stock-analysis and .opencode/skills/taiwan-stock-analysis in your project.
What does Taiwan Stock Analysis need to run?
Going by SKILL.md and its folder, Taiwan Stock Analysis needs Python for the scripts in its folder and credentials named CLIENT_KEY. Our summary lists: Python 3; A credential in CLIENT_KEY.
Does Taiwan Stock Analysis access the network?
SKILL.md names 3 domains. In commands or code: goodinfo.tw, mops.twse.com.tw and cdn.jsdelivr.net; the agent is likely to contact these when it follows the instructions. This is read from the text; nothing was executed.
Is Taiwan Stock Analysis 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Taiwan Stock Analysis use?
No licence was found for Taiwan Stock Analysis or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Taiwan Stock Analysis use?
About 2.6k tokens (SKILL.md is roughly 11k 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 1.7k tokens, read only when the agent opens those files.
What are the alternatives to Taiwan Stock Analysis?
Skills that share tags, products or a category with Taiwan Stock Analysis: Stock API (zhangxiangliang/stock-api, 2k stars), Tushare Data (zillionare/zillionare, 322 stars), Tradingview MCP (atilaahmettaner/tradingview-mcp, 5k stars) and Digital Oracle (komako-workshop/digital-oracle, 878 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Taiwan Stock Analysis?
chengwesley (a GitHub user) maintains it in chengwesley/taiwan-stock-analysis, which has 155 GitHub stars. The repository was last updated on August 26, 2026.
Source: chengwesley/taiwan-stock-analysis on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.