Comps Analysis
ginlix-ai/LangAlpha
Comparable company analysis: peer set, operating metrics, valuation multiples, statistics and an implied value.
Quantitative analysis of tickers or the portfolio through the engine's calculators.
Install Fin Guru Quant Analysis
$ npx skills add AojdevStudio/Finance-Guru --skill fin-guru-quant-analysis -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install AojdevStudio/Finance-Guru fin-guru-quant-analysis --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/AojdevStudio/Finance-Guru.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/fin-guru-quant-analysis .claude/skills/fin-guru-quant-analysis && 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 "fin-guru-quant-analysis" agent skill from https://github.com/AojdevStudio/Finance-Guru/tree/main/.claude/skills/fin-guru-quant-analysis into .claude/skills/fin-guru-quant-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fin-guru-quant-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.
$skill-installer install https://github.com/AojdevStudio/Finance-Guru/tree/main/.claude/skills/fin-guru-quant-analysisType 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 AojdevStudio/Finance-Guru --skill fin-guru-quant-analysis -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install AojdevStudio/Finance-Guru fin-guru-quant-analysis --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AojdevStudio/Finance-Guru.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/fin-guru-quant-analysis .agents/skills/fin-guru-quant-analysis && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "fin-guru-quant-analysis" agent skill from https://github.com/AojdevStudio/Finance-Guru/tree/main/.claude/skills/fin-guru-quant-analysis into .agents/skills/fin-guru-quant-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fin-guru-quant-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 AojdevStudio/Finance-Guru --skill fin-guru-quant-analysis -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install AojdevStudio/Finance-Guru fin-guru-quant-analysis --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AojdevStudio/Finance-Guru.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/fin-guru-quant-analysis .cursor/skills/fin-guru-quant-analysis && 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 "fin-guru-quant-analysis" agent skill from https://github.com/AojdevStudio/Finance-Guru/tree/main/.claude/skills/fin-guru-quant-analysis into .cursor/skills/fin-guru-quant-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fin-guru-quant-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.
$ gemini skills install https://github.com/AojdevStudio/Finance-Guru.git --path .claude/skills/fin-guru-quant-analysis--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 AojdevStudio/Finance-Guru --skill fin-guru-quant-analysis -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install AojdevStudio/Finance-Guru fin-guru-quant-analysis --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AojdevStudio/Finance-Guru.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/fin-guru-quant-analysis .gemini/skills/fin-guru-quant-analysis && 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 "fin-guru-quant-analysis" agent skill from https://github.com/AojdevStudio/Finance-Guru/tree/main/.claude/skills/fin-guru-quant-analysis into .gemini/skills/fin-guru-quant-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fin-guru-quant-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 AojdevStudio/Finance-Guru fin-guru-quant-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 AojdevStudio/Finance-Guru --skill fin-guru-quant-analysis -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/AojdevStudio/Finance-Guru.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/fin-guru-quant-analysis .github/skills/fin-guru-quant-analysis && 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 "fin-guru-quant-analysis" agent skill from https://github.com/AojdevStudio/Finance-Guru/tree/main/.claude/skills/fin-guru-quant-analysis into .github/skills/fin-guru-quant-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fin-guru-quant-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 AojdevStudio/Finance-Guru --skill fin-guru-quant-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 AojdevStudio/Finance-Guru fin-guru-quant-analysis --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AojdevStudio/Finance-Guru.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/fin-guru-quant-analysis .opencode/skills/fin-guru-quant-analysis && 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 "fin-guru-quant-analysis" agent skill from https://github.com/AojdevStudio/Finance-Guru/tree/main/.claude/skills/fin-guru-quant-analysis into .opencode/skills/fin-guru-quant-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fin-guru-quant-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
fin-guru-quant-analysis- GitHub stars
- 322
- Token cost
- ~838 tokens
- SKILL.md length
- 237 words
- Files
- 1
- Skills in repo
- 18
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Quantitative analysis of tickers or the portfolio through the engine's calculators.
- Works in 9 steps: Plan — Define statistical modeling… → Data Validation — Use… → Risk Metrics — Use risk_metrics_cli.py… → …
- The owner asks how risky a holding is
- SKILL.md covers Capability probe, Workflow Steps, CLI Commands and Output, plus 1 more section
- Calls uv
What it does
Fin Guru Quant Analysis is an agent skill from AojdevStudio/Finance-Guru. Quantitative analysis of tickers or the portfolio through the engine's calculators. Covers risk metrics (VaR, CVaR, Sharpe, Sortino, drawdown, beta), momentum, volatility regime, correlation, factor models, backtests, and portfolio optimization. Use when the owner asks how risky a holding is, wants risk or return statistics, compares tickers on risk, asks for an optimal allocation, or wants a strategy backtested. Not for news and catalysts (use fin-guru-research) or buy and sell decisions (use fin-guru-strategize).
Its SKILL.md is about 840 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 and Statistics. The repository describes itself as: Self-hosted family office engine: typed Python calculators, a private SQLite ledger, and specialist agents for Claude Code and Codex. Agents propose. Typed code computes.
When your agent uses it
- The owner asks how risky a holding is
- Return statistics
- Compares tickers on risk
- Asks for an optimal allocation
Example prompts
- “/fin-guru-quant-analysis”
Requirements
- Python 3
Workflow steps
9 steps, taken from the first numbered list in SKILL.md.
- Plan — Define statistical modeling objectives, metrics, and assumptions
- Data Validation — Use data_validator_cli.py for statistical validity (outliers, gaps, splits)
- Risk Metrics — Use risk_metrics_cli.py for VaR/CVaR/Sharpe/Sortino/Drawdown (minimum 90 days)
- Momentum Analysis — Use momentum_cli.py for confluence analysis
- Volatility Metrics — Use volatility_cli.py for regime analysis
- Correlation Analysis — Use correlation_cli.py for diversification and covariance matrices
- Factor Analysis — Use factors_cli.py for Fama-French 3-factor, Carhart 4-factor models
- Strategy Validation — Use backtester_cli.py with transaction costs and realistic slippage
- Portfolio Optimization — Use optimizer_cli.py for mean-variance, risk parity, max Sharpe, Black-Litterman
What it can do on your machine
Read from SKILL.md and the folder at commit 90c235e. 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:
uv
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use uv, 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
Fin Guru Quant Analysis loads about 838 tokens when it runs. Until then it costs about 136 tokens; SKILL.md has 237 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
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 237 words (~838 tokens).
“Execute structured quantitative analysis workflows with statistical validation.”
- name
- fin-guru-quant-analysis
Files
Just SKILL.md in .claude/skills/fin-guru-quant-analysis of AojdevStudio/Finance-Guru.
Open the folder on GitHubat commit 90c235e
Compare with similar skills
Fin Guru Quant 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 |
|---|---|---|---|---|---|---|
| Fin Guru Quant Analysis this skillAojdevStudio/Finance-Guru | 322 | — | ~838 | Automated safety check: Pass | Custom licence | |
| Comps Analysisginlix-ai/LangAlpha | 1.8k | — | ~6.4k | Automated safety check: Pass | Apache-2.0 | |
| Alpha Zoo Factor LibrariesHKUDS/Vibe-Trading | 35k | — | ~950 | Automated safety check: Pass | MIT | |
| Factor Research with IC and IRHKUDS/Vibe-Trading | 35k | — | ~2.1k | Automated safety check: Pass | MIT | |
| Risk Measurement and Stress TestingHKUDS/Vibe-Trading | 35k | — | ~3.8k | Automated safety check: Pass | MIT | |
| Correlation and Cointegration AnalysisHKUDS/Vibe-Trading | 35k | — | ~10k | Automated safety check: Pass | MIT |
Similar skills
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.
Factor Research with IC and IR
HKUDS/Vibe-Trading
Evaluates factors across many instruments with IC and IR statistics and quantile backtests, then guides screening and weighting; uses the factor_analysis tool with factor and return CSVs.
Risk Measurement and Stress Testing
HKUDS/Vibe-Trading
Measures portfolio and backtest risk with VaR, CVaR, maximum drawdown, Monte Carlo simulation, tail modeling and stress tests, using one tested risk module.
Correlation and Cointegration Analysis
HKUDS/Vibe-Trading
Finds co-moving assets and tests them for cointegration, with workflows for correlation studies, sector clustering, hedge ratios and pair-trading signals.
Polymarket
machina-sports/sports-skills
Polymarket sports prediction markets — read-only live odds, prices, order books, events, series, and market search.
More from AojdevStudio/Finance-Guru
All 18 skills in this repoCompliance Scan
AojdevStudio/Finance-Guru
Privacy and security compliance scanner for the Finance Guru repo.
Dividend Tracking
AojdevStudio/Finance-Guru
Refresh the local DB, then read and analyze DIVIDEND rows from familyoffice.db for Layer 2 income tracking.
Fin Guru Compliance Review
AojdevStudio/Finance-Guru
Compliance review of a Finance Guru deliverable or a proposed position.
Fin Guru Output Contract
AojdevStudio/Finance-Guru
The six-part shape of every Finance Guru analysis answer: bottom line, a numbers table that names the source command, assumptions and gaps, confidence, evidence, and the disclaimer.
Fin Guru Strategize
AojdevStudio/Finance-Guru
Turn research and quantitative results into a portfolio strategy with allocation changes, entry timing, position sizing, margin and dividend tactics, and an implementation plan with triggers.
Finance Report
AojdevStudio/Finance-Guru
Generate institutional-quality PDF analysis reports for stocks and ETFs.
Related
Categories
Questions about Fin Guru Quant Analysis
What does Fin Guru Quant Analysis do?
Quantitative analysis of tickers or the portfolio through the engine's calculators. Fin Guru Quant Analysis is an agent skill from AojdevStudio/Finance-Guru. Quantitative analysis of tickers or the portfolio through the engine's calculators.
When should I use Fin Guru Quant Analysis?
Fin Guru Quant Analysis fits situations like: the owner asks how risky a holding is; return statistics; compares tickers on risk; asks for an optimal allocation.
How do I install Fin Guru Quant Analysis in Claude Code?
Run `npx skills add AojdevStudio/Finance-Guru --skill fin-guru-quant-analysis -a claude-code`. Or copy the skill folder (.claude/skills/fin-guru-quant-analysis in AojdevStudio/Finance-Guru) into .claude/skills/fin-guru-quant-analysis in your project. Claude Code loads it when a task matches its description.
How do I install Fin Guru Quant Analysis in Codex?
Run `npx skills add AojdevStudio/Finance-Guru --skill fin-guru-quant-analysis -a codex`. Or copy the skill folder (.claude/skills/fin-guru-quant-analysis in AojdevStudio/Finance-Guru) into .agents/skills/fin-guru-quant-analysis in your project. Codex loads it when a task matches its description.
Can I use Fin Guru Quant 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 AojdevStudio/Finance-Guru --skill fin-guru-quant-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/fin-guru-quant-analysis, .gemini/skills/fin-guru-quant-analysis, .github/skills/fin-guru-quant-analysis and .opencode/skills/fin-guru-quant-analysis in your project.
What does Fin Guru Quant Analysis need to run?
Going by SKILL.md and its folder, Fin Guru Quant Analysis needs the command-line tools its instructions call (uv). Our summary lists: Python 3.
Does Fin Guru Quant Analysis access the network?
SKILL.md contains no URLs. Its commands use uv, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Fin Guru Quant 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. Review the folder before installing.
What licence does Fin Guru Quant Analysis use?
Fin Guru Quant Analysis has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Fin Guru Quant Analysis use?
About 838 tokens (SKILL.md is roughly 3.4k 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 Fin Guru Quant Analysis?
Skills that share tags, products or a category with Fin Guru Quant Analysis: Comps Analysis (ginlix-ai/LangAlpha, 1.8k stars), Alpha Zoo Factor Libraries (HKUDS/Vibe-Trading, 35k stars), Factor Research with IC and IR (HKUDS/Vibe-Trading, 35k stars) and Risk Measurement and Stress Testing (HKUDS/Vibe-Trading, 35k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Fin Guru Quant Analysis?
AojdevStudio (a GitHub user) maintains it in AojdevStudio/Finance-Guru, which has 322 GitHub stars. The repository holds 18 skills in this directory. The repository was last updated on October 6, 2026.
Source: AojdevStudio/Finance-Guru on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.