trading-indicators-from-price-data

trading-indicators-from-price-data is a skill for Claude Code, Codex from besoeasy/open-skills. It costs 24 tokens per session (512 once invoked), scanned A, original, MIT.

A tool for calculating 20 common trading indicators from OHLCV data: open, high, low, close, and volume prices. Trading indicators are calculations used to study price trends, momentum, volatility, and volume.

In plain words
What is it for?
Use it to generate signals, backtest strategies, create machine-learning features, or build dashboards showing market conditions.
Why use it?
It removes the need to implement these calculations by hand when preparing market data for analysis or trading research.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to generate signals, backtest strategies, create machine-learning features, or build dashboards showing market conditions.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/besoeasy/open-skills/trading-indicators-from-price-data
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add besoeasy/open-skills --skill trading-indicators-from-price-data
Clone the repo
git clone --depth 1 https://github.com/besoeasy/open-skills

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for trading-indicators-from-price-data

README.md
[![agentmods](https://agentmods.dev/badge/skills/besoeasy/open-skills/trading-indicators-from-price-data/github.svg)](https://agentmods.dev/skills/besoeasy/open-skills/trading-indicators-from-price-data)
Your own site
<a href="https://agentmods.dev/skills/besoeasy/open-skills/trading-indicators-from-price-data"><img src="https://agentmods.dev/badge/skills/besoeasy/open-skills/trading-indicators-from-price-data/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for trading-indicators-from-price-data

Your own site · 80×15
<a href="https://agentmods.dev/skills/besoeasy/open-skills/trading-indicators-from-price-data"><img src="https://agentmods.dev/badge/skills/besoeasy/open-skills/trading-indicators-from-price-data.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 24 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 512 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00024 $0.00512
Opus 5 $0.00012 $0.00256
Sonnet 5 $0.00005 $0.00102
Haiku 4.5 $0.00002 $0.00051

Measured 12d ago against content hash 39e548438e33, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

trading-indicators-from-price-data scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/trading-indicators-from-price-data/SKILL.md · 72 lines

What it actually says

Trading Indicators from Price Data (20 common indicators)

Calculate 20 widely used trading indicators from OHLCV candles (open, high, low, close, volume) using Python.

This skill is useful for:

  • signal generation
  • strategy backtesting
  • feature engineering for ML models
  • market condition dashboards

Requirements

Install dependencies:

pip install pandas pandas-ta

Input data must include these columns:

  • open
  • high
  • low
  • close
  • volume

20 indicators included

  1. RSI (14)
  2. MACD line (12,26)
  3. MACD signal (9)
  4. MACD histogram
  5. SMA (20)
  6. SMA (50)
  7. EMA (20)
  8. EMA (50)
  9. WMA (20)
  10. Bollinger upper band (20,2)
  11. Bollinger middle band (20,2)
  12. Bollinger lower band (20,2)
  13. Stochastic %K (14,3,3)
  14. Stochastic %D (14,3,3)
  15. ATR (14)
  16. ADX (14)
  17. CCI (20)
  18. OBV
  19. MFI (14)
  20. ROC (12)

Notes

  • Indicators need warmup candles (first rows can be NaN).
  • For stable output, use at least 200 candles.
  • If you run this on minute candles, indicators are intraday; on daily candles, they are swing/position oriented.

Agent prompt

You have a trading-indicators skill.

When given OHLCV price data, calculate the following 20 indicators:
RSI(14), MACD line/signal/histogram (12,26,9), SMA(20), SMA(50), EMA(20), EMA(50), WMA(20),
Bollinger upper/middle/lower (20,2), Stoch %K/%D (14,3,3), ATR(14), ADX(14), CCI(20), OBV, MFI(14), ROC(12).

Return a table with the latest value of each indicator and include the last 50 rows when requested.
If data is insufficient, ask for more candles.
Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 12d ago First seen · 72 lines · 24 tokens per session scan A 39e548438e33

Subscribe to this mod's changes

trading-indicators-from-price-data is a skill published in the GitHub repository besoeasy/open-skills (132 stars, last pushed 7d ago), licensed MIT. It adds 24 tokens to every session and 512 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Related

Other skills, from other repositories

expense-review-policy

Review invoices and contracts against accounts-payable policy before human approval.

openai/openai-cookbook · 17 tokens

stripe-link-wallet

Agent wallet on the Stripe Link CLI (link-cli). Connect the wallet, then buy, purchase and pay for things on the user's behalf via approved spend requests, one-time-use cards, and 402 / Machine Payment Protocol (MPP) payments.

vellum-ai/vellum-assistant · 52 tokens

memstack-business-invoice-generator

Use this skill when the user says 'invoice', 'generate invoice', 'create invoice', 'bill client', 'line items', 'payment terms', or needs professional invoices with tax calculations and payment instructions. Do NOT use for contracts or financial projections.

cwinvestments/memstack · 57 tokens

memstack-business-financial-model

Use this skill when the user says 'financial model', 'projections', 'revenue forecast', 'unit economics', 'break-even', 'cash flow', or mentions MRR, churn, CAC, LTV, or runway. Builds monthly projections with scenario modeling. Do NOT use for pricing strategy or invoice generation.

cwinvestments/memstack · 71 tokens

memstack-business-freelancer-toolkit

Use when the user says 'track my time', 'freelancer invoice', 'billable hours', 'time tracking', 'freelance finances', 'client billing', 'project hours', or needs invoicing, time tracking, or analytics patterns for freelance work. Do NOT use for general invoice templates or proposal writing.

cwinvestments/memstack · 75 tokens

fin-pulse

Track finance headlines, daily market radar, and source-backed financial news through Fin Pulse.

openakita/openakita · 21 tokens