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Best Finance Skills for AI Agents

199 Finance skills for AI coding assistants — ranked by popularity.

This collection provides curated skill files for AI agents like Claude Code, Codex, and Cursor, specifically tailored for financial workflows. Developers can use these tools to integrate specialized logic for market analysis, quantitative modeling, and accounting reconciliation into their coding environments. Whether you are building an autonomous trading bot using Moon Dev’s agent library, performing technical analysis on A-share stocks, or automating DCF valuations and Monte Carlo simulations, these skills define the technical capabilities your agent needs. Each skill serves a specific function, from identifying support and resistance levels through RSI and MACD indicators to complex budget variance reporting and general ledger reconciliation. These modules are intended for developers working on financial software who require standardized, modular agent capabilities to handle data-heavy tasks, risk analytics, and trade execution. By importing these SKILL.md files, you align your agent's decision-making process with established financial methodologies.

Top Finance skills

quant-analyst

zenobi-us

Expert quantitative analyst specializing in financial modeling, algorithmic trading, and risk analytics. Masters statistical methods, derivatives pricing, and high-frequency trading with focus on mathematical rigor, performance optimization, and profitable strategy development.

103355

stock-analyzer

FrancyJGLisboa

Provides comprehensive technical analysis for stocks and ETFs using RSI, MACD, Bollinger Bands, and other indicators. Activates when user requests stock analysis, technical indicators, trading signals, or market data for specific ticker symbols.

71214

creating-financial-models

anthropics

This skill provides an advanced financial modeling suite with DCF analysis, sensitivity testing, Monte Carlo simulations, and scenario planning for investment decisions

36161

reconciliation

anthropics

Reconcile accounts by comparing GL balances to subledgers, bank statements, or third-party data. Use when performing bank reconciliations, GL-to-subledger recs, intercompany reconciliations, or identifying and categorizing reconciling items.

30139

analyzing-financial-statements

anthropics

This skill calculates key financial ratios and metrics from financial statement data for investment analysis

32134

ma-playbook

alirezarezvani

M&A strategy for acquiring companies or being acquired. Due diligence, valuation, integration, and deal structure. Use when evaluating acquisitions, preparing for acquisition, M&A due diligence, integration planning, or deal negotiation.

39122

us-stock-analysis

tradermonty

Comprehensive US stock analysis including fundamental analysis (financial metrics, business quality, valuation), technical analysis (indicators, chart patterns, support/resistance), stock comparisons, and investment report generation. Use when user requests analysis of US stock tickers (e.g., "analyze AAPL", "compare TSLA vs NVDA", "give me a report on Microsoft"), evaluation of financial metrics, technical chart analysis, or investment recommendations for American stocks.

24137

financial-document-parser

OneWave-AI

Extract and analyze data from invoices, receipts, bank statements, and financial documents. Categorize expenses, track recurring charges, and generate expense reports. Use when user provides financial PDFs or images.

20139

backtesting-frameworks

wshobson

Build robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship bias, and transaction costs. Use when developing trading algorithms, validating strategies, or building backtesting infrastructure.

17126

cloud-cost-management

aj-geddes

Optimize and manage cloud costs across AWS, Azure, and GCP using reserved instances, spot pricing, and cost monitoring tools.

7119

ceo-advisor

alirezarezvani

Executive leadership guidance for strategic decision-making, organizational development, and stakeholder management. Includes strategy analyzer, financial scenario modeling, board governance frameworks, and investor relations playbooks. Use when planning strategy, preparing board presentations, managing investors, developing organizational culture, making executive decisions, or when user mentions CEO, strategic planning, board meetings, investor updates, organizational leadership, or executive strategy.

1896

pair-trade-screener

tradermonty

Statistical arbitrage tool for identifying and analyzing pair trading opportunities. Detects cointegrated stock pairs within sectors, analyzes spread behavior, calculates z-scores, and provides entry/exit recommendations for market-neutral strategies. Use when user requests pair trading opportunities, statistical arbitrage screening, mean-reversion strategies, or market-neutral portfolio construction. Supports correlation analysis, cointegration testing, and spread backtesting.

1198

billing-automation

wshobson

Build automated billing systems for recurring payments, invoicing, subscription lifecycle, and dunning management. Use when implementing subscription billing, automating invoicing, or managing recurring payment systems.

1098

paypal-integration

wshobson

Integrate PayPal payment processing with support for express checkout, subscriptions, and refund management. Use when implementing PayPal payments, processing online transactions, or building e-commerce checkout flows.

1090

cfo-advisor

alirezarezvani

Financial leadership for startups and scaling companies. Financial modeling, unit economics, fundraising strategy, cash management, and board financial packages. Use when building financial models, analyzing unit economics, planning fundraising, managing cash runway, preparing board materials, or when user mentions CFO, burn rate, runway, fundraising, unit economics, LTV, CAC, term sheets, or financial strategy.

1279

risk-metrics-calculation

wshobson

Calculate portfolio risk metrics including VaR, CVaR, Sharpe, Sortino, and drawdown analysis. Use when measuring portfolio risk, implementing risk limits, or building risk monitoring systems.

881

backtesting-trading-strategies

jeremylongshore

Backtest crypto and traditional trading strategies against historical data. Calculates performance metrics (Sharpe, Sortino, max drawdown), generates equity curves, and optimizes strategy parameters. Use when user wants to test a trading strategy, validate signals, or compare approaches. Trigger with phrases like "backtest strategy", "test trading strategy", "historical performance", "simulate trades", "optimize parameters", or "validate signals".

1071

budget-optimizer

OneWave-AI

Analyze spending patterns and find savings. 50/30/20 rule, subscription audit, debt payoff strategies, emergency fund roadmap.

666

startup-financial-modeling

wshobson

This skill should be used when the user asks to "create financial projections", "build a financial model", "forecast revenue", "calculate burn rate", "estimate runway", "model cash flow", or requests 3-5 year financial planning for a startup.

1553

risk-manager

sickn33

Monitor portfolio risk, R-multiples, and position limits. Creates hedging strategies, calculates expectancy, and implements stop-losses. Use PROACTIVELY for risk assessment, trade tracking, or portfolio protection.

561

model-usage

openclaw

Use CodexBar CLI local cost usage to summarize per-model usage for Codex or Claude, including the current (most recent) model or a full model breakdown. Trigger when asked for model-level usage/cost data from codexbar, or when you need a scriptable per-model summary from codexbar cost JSON.

548

agent-trading-predictor

ruvnet

Agent skill for trading-predictor - invoke with $agent-trading-predictor

942

variance-analysis

anthropics

Decompose financial variances into drivers with narrative explanations and waterfall analysis. Use when analyzing budget vs. actual, period-over-period changes, revenue or expense variances, or preparing variance commentary for leadership.

347

journal-entry-prep

anthropics

Prepare journal entries with proper debits, credits, and supporting documentation for month-end close. Use when booking accruals, prepaid amortization, fixed asset depreciation, payroll entries, revenue recognition, or any manual journal entry.

341

How to choose a Finance skill

Start by identifying your objective: are you focused on algorithmic trading, corporate financial modeling, or market observation? Review the scope of each skill to see if it provides the specific math or data analysis your project requires. Check the maintenance history and the specific technical indicators included, such as whether a tool relies on standard DCF models or proprietary trading signals. Finally, evaluate the complexity of the output; select skills that provide the structured data formats you need for your existing financial stack.

More Finance skills

calculating-crypto-taxes
jeremylongshore · 5 installs
financereport
AojdevStudio · 6 installs
edgartools
dgunning · 3 installs
portfoliosyncing
AojdevStudio · 3 installs
financial-statements
anthropics · 3 installs
startup-analyst
sickn33 · 8 installs
excel-variance-analyzer
jeremylongshore · 6 installs
monitoring-whale-activity
jeremylongshore · 3 installs
pci-compliance
wshobson · 3 installs
finance-manager
ailabs-393 · 12 installs
generating-trading-signals
jeremylongshore · 7 installs
tracking-crypto-portfolio
jeremylongshore · 5 installs
excel-lbo-modeler
jeremylongshore · 4 installs
dcf-valuation
virattt · 5 installs
revenue-operations
alirezarezvani · 3 installs
close-management
anthropics · 2 installs
startup-business-analyst-financial-projections
sickn33 · 5 installs
cro-advisor
alirezarezvani · 5 installs
financial-analyst
alirezarezvani · 4 installs
database-cloud-optimization-cost-optimize
sickn33 · 8 installs
hummingbot
2025Emma · 2 installs
startup-metrics-framework
sickn33 · 8 installs
ccxt-php
ccxt · 1 installs
margin-management
AojdevStudio · 1 installs
agent-payments
ruvnet · 1 installs
business-analytics-reporter
ailabs-393 · 1 installs
defeatbeta-analyst
defeat-beta · 1 installs
montecarlo
AojdevStudio · 1 installs
saas-metrics-coach
alirezarezvani · 1 installs
formula-protection
AojdevStudio · 1 installs
openrouter-cost-controls
jeremylongshore · 0 installs
plaid-fintech
davila7 · 3 installs
ccxt-csharp
ccxt · 1 installs
domain-fintech
actionbook · 1 installs
finlab
koreal6803 · 1 installs
just-fucking-cancel
rohunvora · 1 installs
payment-integration
mrgoonie · 1 installs
polymarket-knowledge
cyl19970726 · 1 installs
billing
useautumn · 1 installs
dividend-tracking
AojdevStudio · 0 installs
flowglad-usage-tracking
flowglad · 1 installs
13f-analyzer
benchflow-ai · 1 installs
add-vault-note
tradingstrategy-ai · 1 installs
ccxt
2025Emma · 0 installs
replit-cost-tuning
jeremylongshore · 1 installs
windsurf-cost-tuning
jeremylongshore · 1 installs
agent-agentic-payments
ruvnet · 1 installs
analyzing-liquidity-pools
jeremylongshore · 1 installs
board-prep
alirezarezvani · 1 installs
documenso-cost-tuning
jeremylongshore · 1 installs
gamma-cost-tuning
jeremylongshore · 1 installs
klingai-cost-controls
jeremylongshore · 1 installs
openevidence-cost-tuning
jeremylongshore · 1 installs
optimizing-staking-rewards
jeremylongshore · 1 installs
routing-dex-trades
jeremylongshore · 1 installs
vercel-cost-tuning
jeremylongshore · 0 installs
granola-cost-tuning
jeremylongshore · 0 installs
klingai-pricing-basics
jeremylongshore · 0 installs
cost
serithemage · 0 installs
maxia
Anhvu1107 · 0 installs
risk-metrics-calculation
Anhvu1107 · 0 installs
pi-payments
aaaa47080 · 0 installs
jdb-mcp-debugging
ammiforu · 0 installs
sootool
JinHo-von-Choi · 0 installs
ai-pricing
DevOficinaBrasil · 0 installs
fintool
second-state · 0 installs
a-share-research-digest
aifinlab · 0 installs
visualization
NNNightglow · 0 installs
stripe-fixtures
hideokamoto · 0 installs
directed-share-program
CaseMark · 0 installs
xlsx-official
anubhavg-icpl · 0 installs
meddpicc
chieflatif · 0 installs
wallet-trading
zerosky1221 · 0 installs
estoque-inventory
migueldsants · 0 installs
rnpv-analysis
qitongwproj · 0 installs
btc-analyzer
javimosch · 0 installs
ai-cost-optimizer
alvordhouse · 0 installs
life-insurance-quote
FDU-INS · 0 installs
financial-advisor
theneoai · 0 installs
partner-revenue-desk
diegosouzapw · 0 installs
a-share-growth-quality
aifinlab · 0 installs
binary-options
Signal-Execution-Labs · 0 installs
lightning-lsp
claude-dev-suite · 0 installs
financial-compliance-ai
frank-luongt · 0 installs
prediction-market-risk-review
aaione · 0 installs
strategy-evaluation
brainbytes-dev · 0 installs
daily-budget-pacing-guard
cristiandrei1234 · 0 installs
coverage-scope-judgment
FDU-INS · 0 installs
backtesting-frameworks
agent-skills-hub · 0 installs
open-eth-terminal-agent
jfarid27 · 0 installs
building-rolling-forecasts
CaseMark · 0 installs
zyfai
kbarbel640-del · 0 installs
swedish-invoice-compliance
erp-mafia · 0 installs
polymarket-paper-trader
agent-next · 0 installs
working-capital-analysis
komunite · 0 installs
cfo
leifulstrup · 0 installs

+79 more — browse all skills.

Frequently asked

Do these skills handle real-time market data or historical analysis?
It depends on the skill selected. For example, the a-stock-analysis skill focuses on real-time A-share price and volume data. Other skills, such as market-analysis or quant-analyst, are better suited for technical chart interpretation and quantitative backtesting. Always verify if the skill requires an external API key or data feed to function.
Can I use multiple finance skills in one agent session?
Yes, you can combine these skills as long as the agent supports multiple tool definitions. For instance, you could pair the reconciliation skill for ledger maintenance with the creating-financial-models skill for forecasting. Ensure your agent's context window can handle the combined requirements of these different financial logic sets.

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