Agent skill

Macrotrends

Scraper de Macrotrends: financial statements, ratios, employee count con 15+ años de data histórica.

MITAuto-check passedBusiness, Finance & HR

Install Macrotrends

skills CLI

$ npx skills add gauss314/skills --skill macrotrends -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI

$ gh skill install gauss314/skills macrotrends --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy

$ git clone --depth 1 https://github.com/gauss314/skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/macrotrends .claude/skills/macrotrends && rm -rf skills-src

Use ~/.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/

Paste into Claude Code

Install the "macrotrends" agent skill from https://github.com/gauss314/skills/tree/main/skills/macrotrends into .claude/skills/macrotrends/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "macrotrends", 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

$skill-installer install https://github.com/gauss314/skills/tree/main/skills/macrotrends

Type 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.

skills CLI

$ npx skills add gauss314/skills --skill macrotrends -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install gauss314/skills macrotrends --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/gauss314/skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/macrotrends .agents/skills/macrotrends && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "macrotrends" agent skill from https://github.com/gauss314/skills/tree/main/skills/macrotrends into .agents/skills/macrotrends/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "macrotrends", 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.

skills CLI

$ npx skills add gauss314/skills --skill macrotrends -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install gauss314/skills macrotrends --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/gauss314/skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/macrotrends .cursor/skills/macrotrends && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "macrotrends" agent skill from https://github.com/gauss314/skills/tree/main/skills/macrotrends into .cursor/skills/macrotrends/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "macrotrends", 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

$ gemini skills install https://github.com/gauss314/skills.git --path skills/macrotrends

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add gauss314/skills --skill macrotrends -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install gauss314/skills macrotrends --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/gauss314/skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/macrotrends .gemini/skills/macrotrends && rm -rf skills-src

Use ~/.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/

Paste into Gemini CLI

Install the "macrotrends" agent skill from https://github.com/gauss314/skills/tree/main/skills/macrotrends into .gemini/skills/macrotrends/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "macrotrends", 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.

GitHub CLI

$ gh skill install gauss314/skills macrotrends

Installs 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).

skills CLI

$ npx skills add gauss314/skills --skill macrotrends -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/gauss314/skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/macrotrends .github/skills/macrotrends && rm -rf skills-src

Use ~/.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/

Paste into GitHub Copilot

Install the "macrotrends" agent skill from https://github.com/gauss314/skills/tree/main/skills/macrotrends into .github/skills/macrotrends/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "macrotrends", 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.

skills CLI

$ npx skills add gauss314/skills --skill macrotrends -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install gauss314/skills macrotrends --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/gauss314/skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/macrotrends .opencode/skills/macrotrends && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "macrotrends" agent skill from https://github.com/gauss314/skills/tree/main/skills/macrotrends into .opencode/skills/macrotrends/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "macrotrends", 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: macrotrends
GitHub stars: 247
Token cost: ~1.5k tokens
SKILL.md length: 492 words
Files: 4 (incl. scripts, references)
Skills in repo: 32
Repo updated: Jun 14, 2026
First seen: Oct 7, 2026
Licence: MIT

At a glance

Scraper de Macrotrends: financial statements, ratios, employee count con 15+ años de data histórica.

Tasks that involve Financial analysis
SKILL.md covers ⚠️ Aviso Legal, Instalación, Scripts and Uso rápido, plus 7 more sections
Runs Python scripts from its folder; calls python and pip
Tasks that involve Web scraping

What it does

Macrotrends is an agent skill from gauss314/skills. Scraper de Macrotrends: financial statements, ratios, employee count con 15+ años de data histórica. Sin API key.

Its SKILL.md is about 1.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files, including scripts and reference files (for example `references/MARKETS_REFERENCE.md`, `references/STATEMENTS_REFERENCE.md` and `scripts/fetch_financials.py`).

It sits in Business, Finance & HR, covering Financial analysis and Web scraping. The repository describes itself as: Financial market data consumption skills for claude code and AI agents. The licence is MIT.

When your agent uses it

Tasks that involve Financial analysis
Tasks that involve Web scraping

Example prompts

“/macrotrends”

Requirements

Python 3

What it can do on your machine

Read from SKILL.md and the folder at commit 5156f81. 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.
Shell commands in SKILL.md call:
- python
- pip
From the folder's file list and the shell code blocks in SKILL.md.
Network
Links to these hosts (documentation or services it may open):
- macrotrends.net
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

Macrotrends loads about 1.5k tokens when it runs, and up to ~4.2k if it reads all its reference files. Until then it costs about 31 tokens; SKILL.md has 492 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~31
When it runs · the whole SKILL.md, loaded when a task matches: ~1.5k
With references · SKILL.md plus every file in references/, read only if the agent opens them: ~4.2k

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

The full file from gauss314/skills at commit 5156f81, republished under its MIT licence (© gauss314). 492 words, ~1,482 tokens.

Download SKILL.mdSave it as .claude/skills/macrotrends/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.

name: macrotrends
description: Scraper de Macrotrends: financial statements, ratios, employee count con 15+ años de data histórica. Sin API key.
license: MIT

Macrotrends — Financial Data Scraper

Scraper de Macrotrends que extrae datos financieros históricos: income statements, balance sheets, cash flow statements, financial ratios y employee count con hasta 15+ años de data para ~6,500 tickers de mercados US (NYSE, NASDAQ, AMEX), incluyendo ADRs internacionales de +30 países.

Los datos vienen en JSON embebido en la página (no requiere API key, solo requests + BeautifulSoup).

⚠️ Aviso Legal

Macrotrends no tiene API pública oficial. Este scraper accede a datos públicamente disponibles en la web.
Respetá los términos de servicio de Macrotrends.
Implementá rate limiting (mín 2 segundos entre requests, recomendado 3s).
El sitio puede cambiar su estructura HTML/JS, rompiendo el scraper.

Instalación

bash

pip install requests beautifulsoup4

Scripts

Script	Descripción
fetch_financials.py	Script principal: statements, ratios, employees

Uso rápido

bash

# Income statement anual
python scripts/fetch_financials.py --ticker NVDA --income

# Todo lo disponible (income + balance + cashflow + ratios + employees)
python scripts/fetch_financials.py --ticker AAPL --all

# Statements trimestrales
python scripts/fetch_financials.py --ticker MSFT --income --quarterly
python scripts/fetch_financials.py --ticker MSFT --balance --quarterly

# Ratios anuales o trimestrales
python scripts/fetch_financials.py --ticker NVDA --ratios
python scripts/fetch_financials.py --ticker GGAL --ratios --quarterly

# Employee count
python scripts/fetch_financials.py --ticker NVDA --employees

# Output a archivo JSON
python scripts/fetch_financials.py --ticker AAPL --all --output data.json

# Silencioso (solo JSON)
python scripts/fetch_financials.py --ticker NVDA --all --quiet

Endpoints disponibles

Flag	Data	Frecuencias	Períodos
`--income`	Income Statement	Anual, Trimestral	~15 años / ~60 quarters
`--balance`	Balance Sheet	Anual, Trimestral	~15 años / ~60 quarters
`--cashflow`	Cash Flow	Solo anual	~15 años
`--ratios`	Financial Ratios (20 ratios)	Anual, Trimestral	~15 años / ~60 quarters
`--employees`	Employee Count	Anual	~15 años
`--all`	Todos los anteriores	Según `--quarterly`	-

Flags adicionales

Flag	Descripción
`--quarterly`	Usa frecuencia trimestral (donde esté disponible)
`--output`	Archivo JSON de salida (default: stdout)
`--slug`	Slug manual (si el search no funciona)
`--delay`	Delay entre requests (default: 3.0s)
`--quiet`	Modo silencioso

Resolución ticker → slug

Macrotrends usa URLs con el formato /stocks/charts/{TICKER}/{SLUG}/financial-statements.

El slug se resuelve automáticamente via el search endpoint interno. Ejemplos:

Ticker	Slug
AAPL	`apple`
NVDA	`nvidia`
MSFT	`microsoft`
GGAL	`grupo-financiero-galicia-sa`
TSLA	`tesla`

Si el search falla, se puede pasar el slug manualmente:

bash

python scripts/fetch_financials.py --ticker GGAL --slug grupo-financiero-galicia-sa --all

Datos disponibles por statement

Income Statement (22 campos)

Revenue, COGS, Gross Profit, R&D, SG&A, Operating Income, Net Income, EBITDA, EBIT, EPS, Shares Outstanding, etc.

Balance Sheet (23 campos)

Cash, Receivables, Inventory, Total Assets, Total Liabilities, Shareholders Equity, Debt, Retained Earnings, etc.

Show full SKILL.md (201 more words)Show less

Cash Flow (29 campos)

Net Income, Depreciation, Working Capital Changes, Capex, Free Cash Flow, Dividends, Stock Repurchases, etc.

Financial Ratios (20 ratios)

Current Ratio, Debt/Equity, Gross/Operating/Net Margins, ROE, ROA, ROI, Book Value/Share, FCF/Share, etc.

Employee Count

Año a año, empleados totales.

Ver referencia completa de campos en references/STATEMENTS_REFERENCE.md.

Cobertura de Mercados

Macrotrends cubre ~6,500 tickers que cotizan en NYSE, NASDAQ y AMEX (incluyendo ADRs).

Tipo	Cantidad	Ejemplos
US Common Stocks	~5,300	AAPL, NVDA, MSFT
ADRs Internacionales	~276+	GGAL (Argentina), BABA (China), TM (Japón), PBR (Brasil), SAN (España), BP (UK)
ETFs & Fondos	~91	SPY, QQQ, VTI
Class A/B Shares	~22	BRK.A, BRK.B

Ver detalle completo de mercados, ADRs por país y cómo buscar tickers en references/MARKETS_REFERENCE.md.

Rate Limits

Comportamiento	Recomendación
Requests seguidos sin delay	429 Too Many Requests
Delay recomendado	3 segundos entre requests
Tickers por ejecución	~5-6 como máximo (para evitar bloqueo)
Backoff	Si recibís 429, esperá 30-60s

Errores comunes

Error	Causa	Solución
`429 Too Many Requests`	Rate limit	Aumentar `--delay` o esperar
`slug not found`	No se pudo resolver el ticker	Usar `--slug` manualmente
`No data found for X`	Endpoint no disponible	Verificar que el ticker existe en Macrotrends
`originalData not found`	Página cambió estructura	Reportar issue

Estructura del skill

skills/macrotrends/
├── SKILL.md                              # Este archivo
├── references/
│   ├── STATEMENTS_REFERENCE.md           # Referencia de campos
│   └── MARKETS_REFERENCE.md             # Cobertura de mercados y ADRs
└── scripts/
    └── fetch_financials.py               # Script principal

Files

SKILL.md and 3 other files (scripts, references) in skills/macrotrends of gauss314/skills.

SKILL.md
references/MARKETS_REFERENCE.md
references/STATEMENTS_REFERENCE.md
scripts/fetch_financials.py

Open the folder on GitHubat commit 5156f81

Compare with similar skills

Macrotrends 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.

Macrotrends compared with similar skills
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Macrotrends this skillgauss314/skills	247	—	~1.5k	Automated safety check: Pass	MIT	3 mo ago
Financial Researchfirecrawl/web-agent	1.2k	—	~1.1k	Automated safety check: Pass	MIT	5 mo ago
Apify Buying Signal Detectionapify/awesome-skills	265	—	~5.1k	Automated safety check: Notes	Apache-2.0	17 days ago
Business Overview Analysiszj-unicom-ai/UniEmployee	359	—	~662	Automated safety check: Pass	MIT	yesterday
Longbridge Earningshelsome/folio	270	1 repos	~2.5k	Automated safety check: Pass	None	6 days ago
Financial Analyzinghuangjia2019/claude-code-engineering	1.1k	—	~474	Automated safety check: Pass	None	2 mo ago

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Questions about Macrotrends

What does Macrotrends do?

Scraper de Macrotrends: financial statements, ratios, employee count con 15+ años de data histórica. Macrotrends is an agent skill from gauss314/skills. Scraper de Macrotrends: financial statements, ratios, employee count con 15+ años de data histórica.

When should I use Macrotrends?

Macrotrends fits situations like: tasks that involve Financial analysis; tasks that involve Web scraping.

How do I install Macrotrends in Claude Code?

Run `npx skills add gauss314/skills --skill macrotrends -a claude-code`. Or copy the skill folder (skills/macrotrends in gauss314/skills) into .claude/skills/macrotrends in your project. Claude Code loads it when a task matches its description.

How do I install Macrotrends in Codex?

Run `npx skills add gauss314/skills --skill macrotrends -a codex`. Or copy the skill folder (skills/macrotrends in gauss314/skills) into .agents/skills/macrotrends in your project. Codex loads it when a task matches its description.

Can I use Macrotrends 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 gauss314/skills --skill macrotrends -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/macrotrends, .gemini/skills/macrotrends, .github/skills/macrotrends and .opencode/skills/macrotrends in your project.

What does Macrotrends need to run?

Going by SKILL.md and its folder, Macrotrends needs Python for the scripts in its folder and the command-line tools its instructions call (python and pip). Our summary lists: Python 3.

Does Macrotrends access the network?

SKILL.md names 1 domain. As links in the text: macrotrends.net. This is read from the text; nothing was executed.

Is Macrotrends 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 Macrotrends use?

Macrotrends is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Macrotrends use?

About 1.5k tokens (SKILL.md is roughly 5.9k 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 2.7k tokens, read only when the agent opens those files.

What are the alternatives to Macrotrends?

Skills that share tags, products or a category with Macrotrends: Financial Research (firecrawl/web-agent, 1.2k stars), Apify Buying Signal Detection (apify/awesome-skills, 265 stars), Business Overview Analysis (zj-unicom-ai/UniEmployee, 359 stars) and Longbridge Earnings (helsome/folio, 270 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Macrotrends?

gauss314 (a GitHub user) maintains it in gauss314/skills, which has 247 GitHub stars. The repository holds 32 skills in this directory. The repository was last updated on June 14, 2026.

Source: gauss314/skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.

Install Macrotrends

Facts

At a glance

What it does

When your agent uses it

Example prompts

Requirements

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

Macrotrends — Financial Data Scraper

⚠️ Aviso Legal

Instalación

Scripts

Uso rápido

Endpoints disponibles

Flags adicionales

Resolución ticker → slug

Datos disponibles por statement

Income Statement (22 campos)

Balance Sheet (23 campos)

Cash Flow (29 campos)

Financial Ratios (20 ratios)

Employee Count

Cobertura de Mercados

Rate Limits

Errores comunes

Estructura del skill

Files

Compare with similar skills

Similar skills

More from gauss314/skills

Related

Questions about Macrotrends