# Algo-Trading-Skills

> The largest open-source algorithmic trading skills library for AI agents following the agentskills.io standard.

This repository contains 501 production-grade algorithmic trading skills across 16 financial engineering domains and 5 global regulatory frameworks (SEC Rule 15c3-5, Reg NMS, EU MiFID II / RTS 6, UK FCA, SEBI, ISDA).

## Core Documentation
- [README.md](README.md): Repository overview, quick start, domain breakdown, and compatible platforms.
- [AGENTS.md](AGENTS.md): Open cross-tool AI agent instructions and execution protocol.
- [CLAUDE.md](CLAUDE.md): Claude Code CLI project instructions.
- [GEMINI.md](GEMINI.md): Gemini CLI instructions.
- [index.json](index.json): Searchable index of every skill with its description, domain, tags and path.
- [docs/ROADMAP_500.md](docs/ROADMAP_500.md): Every skill listed by domain.
- [docs/skill-anatomy.md](docs/skill-anatomy.md): The structure and frontmatter contract each skill follows.

## Category Indexes & Key Skills
- [Broker Integration](skills/): Headless auth, token probing, order idempotency (`skills/order-placement-idempotency/SKILL.md`).
- [Real-Time Architecture](skills/): Burst buffering, tick pipelines, WebSocket reconnect (`skills/websocket-subscription-reconciliation-after-reconnect/SKILL.md`).
- [Backtesting Methodology](skills/): Lookahead bias elimination, walk-forward validation (`skills/lookahead-bias-elimination/SKILL.md`).
- [Risk Management](skills/): Kill switches, circuit breakers, VaR backtesting (`skills/kill-switch-and-drawdown-circuit-breakers/SKILL.md`).
- [Regulatory Compliance](skills/): SEC Rule 15c3-5, MiFID II RTS 6, MAR, Reg SHO (`skills/sec-rule-15c3-5-risk-controls-us/SKILL.md`).

## Developer Tools & Code Executables
- [tools/validate_skills.py](tools/validate_skills.py): Verifies frontmatter, required sections, cross-references and plugin packaging.
- [tools/build_index.py](tools/build_index.py): Rebuilds the JSON search index (`--check` verifies it is current).
- [tools/build_marketplace.py](tools/build_marketplace.py): Regenerates the per-domain Claude Code plugin marketplace.
- [tools/run_all_tests.py](tools/run_all_tests.py): Runs every skill's unittest suite, each in an isolated subprocess.
- [examples/](examples/): Runnable Python walkthroughs chaining multiple skills into complete trading pipelines.