Tushare Data
zillionare/zillionare
面向中文自然语言的 Tushare 数据研究技能。用于把“看看这只股票最近怎么样”“帮我查财报趋势”“最近哪个板块最强”“北向资金在买什么”“给我导出一份行情数据”这类请求，转成可执行的数据获取、清洗、对比、筛选、导出与简要分析流程。适用于 A 股、指数、ETF/基金、财务、估值、资金流、公告新闻、板块概念与宏观数据等研究场景。
Analyze an investment through Rakesh Jhunjhunwala's long-term growth-and-value lens.
Install Rakesh Jhunjhunwala
$ npx skills add monarchjuno/vibe-investing --skill rakesh-jhunjhunwala -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install monarchjuno/vibe-investing rakesh-jhunjhunwala --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/monarchjuno/vibe-investing.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/investor-personas/rakesh-jhunjhunwala .claude/skills/rakesh-jhunjhunwala && 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 "rakesh-jhunjhunwala" agent skill from https://github.com/monarchjuno/vibe-investing/tree/main/skills/investor-personas/rakesh-jhunjhunwala into .claude/skills/rakesh-jhunjhunwala/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rakesh-jhunjhunwala", 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/monarchjuno/vibe-investing/tree/main/skills/investor-personas/rakesh-jhunjhunwalaType 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 monarchjuno/vibe-investing --skill rakesh-jhunjhunwala -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install monarchjuno/vibe-investing rakesh-jhunjhunwala --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/monarchjuno/vibe-investing.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/investor-personas/rakesh-jhunjhunwala .agents/skills/rakesh-jhunjhunwala && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "rakesh-jhunjhunwala" agent skill from https://github.com/monarchjuno/vibe-investing/tree/main/skills/investor-personas/rakesh-jhunjhunwala into .agents/skills/rakesh-jhunjhunwala/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rakesh-jhunjhunwala", 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 monarchjuno/vibe-investing --skill rakesh-jhunjhunwala -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install monarchjuno/vibe-investing rakesh-jhunjhunwala --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/monarchjuno/vibe-investing.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/investor-personas/rakesh-jhunjhunwala .cursor/skills/rakesh-jhunjhunwala && 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 "rakesh-jhunjhunwala" agent skill from https://github.com/monarchjuno/vibe-investing/tree/main/skills/investor-personas/rakesh-jhunjhunwala into .cursor/skills/rakesh-jhunjhunwala/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rakesh-jhunjhunwala", 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/monarchjuno/vibe-investing.git --path skills/investor-personas/rakesh-jhunjhunwala--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 monarchjuno/vibe-investing --skill rakesh-jhunjhunwala -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install monarchjuno/vibe-investing rakesh-jhunjhunwala --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/monarchjuno/vibe-investing.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/investor-personas/rakesh-jhunjhunwala .gemini/skills/rakesh-jhunjhunwala && 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 "rakesh-jhunjhunwala" agent skill from https://github.com/monarchjuno/vibe-investing/tree/main/skills/investor-personas/rakesh-jhunjhunwala into .gemini/skills/rakesh-jhunjhunwala/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rakesh-jhunjhunwala", 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 monarchjuno/vibe-investing rakesh-jhunjhunwalaInstalls 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 monarchjuno/vibe-investing --skill rakesh-jhunjhunwala -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/monarchjuno/vibe-investing.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/investor-personas/rakesh-jhunjhunwala .github/skills/rakesh-jhunjhunwala && 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 "rakesh-jhunjhunwala" agent skill from https://github.com/monarchjuno/vibe-investing/tree/main/skills/investor-personas/rakesh-jhunjhunwala into .github/skills/rakesh-jhunjhunwala/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rakesh-jhunjhunwala", 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 monarchjuno/vibe-investing --skill rakesh-jhunjhunwala -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install monarchjuno/vibe-investing rakesh-jhunjhunwala --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/monarchjuno/vibe-investing.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/investor-personas/rakesh-jhunjhunwala .opencode/skills/rakesh-jhunjhunwala && 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 "rakesh-jhunjhunwala" agent skill from https://github.com/monarchjuno/vibe-investing/tree/main/skills/investor-personas/rakesh-jhunjhunwala into .opencode/skills/rakesh-jhunjhunwala/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rakesh-jhunjhunwala", 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
rakesh-jhunjhunwala- GitHub stars
- 299
- Token cost
- ~668 tokens
- SKILL.md length
- 313 words
- Files
- 1
- Skills in repo
- 18
- Repo updated
- First seen
- Licence
- MIT
At a glance
Analyze an investment through Rakesh Jhunjhunwala's long-term growth-and-value lens.
- Works in 5 steps: Check understandability and quality → Judge management and stewardship → Review financial strength → …
- The analysis should focus on circle of competence
- SKILL.md covers Overview, Core Principles, Required Analysis Sequence and Decision Rules, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Rakesh Jhunjhunwala is an agent skill from monarchjuno/vibe-investing. Analyze an investment through Rakesh Jhunjhunwala's long-term growth-and-value lens. Use when the analysis should focus on circle of competence, economic moat, management quality, financial strength, margin of safety, return metrics such as ROE, and whether the business can create long-term wealth rather than short-term trading excitement.
Its SKILL.md is about 670 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Business, Finance & HR, covering Trading and backtesting. The repository describes itself as: Vibe Investing Skill Library. The licence is MIT.
When your agent uses it
- The analysis should focus on circle of competence
- Management quality
- Financial strength
- Margin of safety
Example prompts
- “/rakesh-jhunjhunwala”
Workflow steps
5 steps, taken from the step headings in SKILL.md.
What it can do on your machine
Read from SKILL.md and the folder at commit 15954a6. 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
Rakesh Jhunjhunwala loads about 668 tokens when it runs. Until then it costs about 90 tokens; SKILL.md has 313 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 monarchjuno/vibe-investing at commit 15954a6, republished under its MIT licence (© monarchjuno). 313 words, ~668 tokens.
Download SKILL.mdSave it as
.claude/skills/rakesh-jhunjhunwala/SKILL.md (or your agent's skills folder).- name
- rakesh-jhunjhunwala
- description
- Analyze an investment through Rakesh Jhunjhunwala's long-term growth-and-value lens. Use when the analysis should focus on circle of competence, economic moat, management quality, financial strength, margin of safety, return metrics such as ROE, and whether the business can create long-term wealth rather than short-term trading excitement.
Rakesh Jhunjhunwala
Overview
Use this skill to evaluate whether a business combines durable growth, sound management, and sensible valuation in a way that can build wealth over time.
Core Principles
- Stay inside the circle of competence.
- Favor businesses, not ticker excitement.
- Demand financial strength, quality management, and durable moat.
- Respect valuation and margin of safety even when growth is attractive.
- Think in terms of long-term wealth creation, not quick flips.
Required Analysis Sequence
1. Check understandability and quality
- Decide whether the business is understandable and worth owning for the long term.
- Evaluate moat, business model durability, and growth runway.
2. Judge management and stewardship
- Assess management quality, governance, and shareholder orientation.
- Prefer disciplined operators over promotional storytellers.
3. Review financial strength
- Examine leverage, returns on capital, profitability, and consistency of growth.
- Favor businesses that can fund growth without balance-sheet strain.
4. Review valuation and margin of safety
- Judge whether the current price leaves room for long-term compounding returns.
- Avoid paying any price simply because the story is strong.
5. Make the decision
- End with a stance and explain whether the business is a high-quality long-term compounding candidate, too expensive, or not good enough.
Decision Rules
- Lean bullish when the business is understandable, well managed, financially strong, and still available at a sensible valuation.
- Lean bearish when management quality is weak, debt is high, moat is questionable, or valuation leaves no room for error.
- Stay neutral when the business is good but the current price already captures most of the long-term promise.
Risk and Uncertainty Rules
- State when the moat, governance, or growth persistence is harder to judge than it first appears.
- Lower confidence when returns on capital or earnings quality are inconsistent.
Anti-Hallucination Rules
- Do not invent ROE strength, management quality, or valuation comfort.
- Distinguish verified business quality from optimistic long-term storytelling.
- If competence is limited or evidence is mixed, say so directly.
© monarchjuno, 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 skills/investor-personas/rakesh-jhunjhunwala of monarchjuno/vibe-investing.
Open the folder on GitHubat commit 15954a6
Compare with similar skills
Rakesh Jhunjhunwala 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 |
|---|---|---|---|---|---|---|
| Rakesh Jhunjhunwala this skillmonarchjuno/vibe-investing | 299 | — | ~668 | 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 | |
| Polyclawchainstacklabs/polyclaw | 359 | 1 repos | ~2k | Automated safety check: Pass | Apache-2.0 | |
| Markdownfacioquo/stock-indicators-dotnet | 1.2k | — | ~812 | Automated safety check: Pass | Apache-2.0 |
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Related
Categories
Questions about Rakesh Jhunjhunwala
What does Rakesh Jhunjhunwala do?
Analyze an investment through Rakesh Jhunjhunwala's long-term growth-and-value lens. Rakesh Jhunjhunwala is an agent skill from monarchjuno/vibe-investing. Analyze an investment through Rakesh Jhunjhunwala's long-term growth-and-value lens.
When should I use Rakesh Jhunjhunwala?
Rakesh Jhunjhunwala fits situations like: the analysis should focus on circle of competence; management quality; financial strength; margin of safety.
How do I install Rakesh Jhunjhunwala in Claude Code?
Run `npx skills add monarchjuno/vibe-investing --skill rakesh-jhunjhunwala -a claude-code`. Or copy the skill folder (skills/investor-personas/rakesh-jhunjhunwala in monarchjuno/vibe-investing) into .claude/skills/rakesh-jhunjhunwala in your project. Claude Code loads it when a task matches its description.
How do I install Rakesh Jhunjhunwala in Codex?
Run `npx skills add monarchjuno/vibe-investing --skill rakesh-jhunjhunwala -a codex`. Or copy the skill folder (skills/investor-personas/rakesh-jhunjhunwala in monarchjuno/vibe-investing) into .agents/skills/rakesh-jhunjhunwala in your project. Codex loads it when a task matches its description.
Can I use Rakesh Jhunjhunwala 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 monarchjuno/vibe-investing --skill rakesh-jhunjhunwala -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/rakesh-jhunjhunwala, .gemini/skills/rakesh-jhunjhunwala, .github/skills/rakesh-jhunjhunwala and .opencode/skills/rakesh-jhunjhunwala in your project.
What does Rakesh Jhunjhunwala need to run?
SKILL.md names no scripts, command-line tools or credentials: Rakesh Jhunjhunwala is instructions for the agent only.
Does Rakesh Jhunjhunwala 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 Rakesh Jhunjhunwala 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 Rakesh Jhunjhunwala use?
Rakesh Jhunjhunwala 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 Rakesh Jhunjhunwala use?
About 668 tokens (SKILL.md is roughly 2.7k 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 Rakesh Jhunjhunwala?
Skills that share tags, products or a category with Rakesh Jhunjhunwala: Tushare Data (zillionare/zillionare, 322 stars), Tradingview MCP (atilaahmettaner/tradingview-mcp, 5k stars), Digital Oracle (komako-workshop/digital-oracle, 878 stars) and Polyclaw (chainstacklabs/polyclaw, 359 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Rakesh Jhunjhunwala?
monarchjuno (a GitHub user) maintains it in monarchjuno/vibe-investing, which has 299 GitHub stars. The repository holds 18 skills in this directory. The repository was last updated on May 10, 2026.
Source: monarchjuno/vibe-investing on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.