What is auto-pattern-recognition?

An AI-assisted chart scanner that identifies more than 30 price and candlestick patterns, including triangles, double tops, head and shoulders, and harmonic formations.

Use it to scan for reversal, continuation, harmonic, candlestick, and wave patterns, validate their quality, and receive alerts when patterns complete.

It removes the need to search charts manually for recurring shapes and can check several timeframes at once.

auto-pattern-recognition — Skill for Claude Code and Codex by kayzaa

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 kayzaa/k.i.t.-bot --skill auto-pattern-recognition

Clone the repo

git clone --depth 1 https://github.com/kayzaa/k.i.t.-bot

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.

README.md

[![agentmods](https://agentmods.dev/badge/skills/kayzaa/k.i.t.-bot/auto-pattern-recognition/github.svg)](https://agentmods.dev/skills/kayzaa/k.i.t.-bot/auto-pattern-recognition)

Your own site

<a href="https://agentmods.dev/skills/kayzaa/k.i.t.-bot/auto-pattern-recognition"><img src="https://agentmods.dev/badge/skills/kayzaa/k.i.t.-bot/auto-pattern-recognition/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.

Your own site · 80×15

<a href="https://agentmods.dev/skills/kayzaa/k.i.t.-bot/auto-pattern-recognition"><img src="https://agentmods.dev/badge/skills/kayzaa/k.i.t.-bot/auto-pattern-recognition.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 0 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 959 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.

Origin 100% copy Near-identical to another mod 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.

Model	Per session	Once invoked
Fable 5.1	$0.00000	$0.00959
Opus 5	$0.00000	$0.00479
Sonnet 5	$0.00000	$0.00192
Haiku 4.5	$0.00000	$0.00096

Measured 8d ago against content hash a22061945a4d, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

auto-pattern-recognition 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 8d ago.

The scan reads SKILL.md. This mod also ships 1 executable file (index.ts), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

Origin

This is a copy

100% identical to auto-pattern-recognition — 0 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

src/skills/auto-pattern-recognition/SKILL.md · 128 lines

How it starts

The opening of the file, as written. The whole thing — 128 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Auto Pattern Recognition

Automated chart pattern detection with AI-powered confirmation. Identifies 30+ patterns in real-time.

Features

Classic Patterns: Head & Shoulders, Double Top/Bottom, Triangles
Harmonic Patterns: Gartley, Butterfly, Bat, Crab, Shark, Cypher
Candlestick Patterns: Engulfing, Doji, Hammer, Morning/Evening Star
Wave Patterns: Elliott Wave, Wolfe Waves, Wedges
AI Confirmation: Neural network validates pattern quality
Multi-Timeframe: Scans across all timeframes simultaneously
Alert Integration: Instant notifications when patterns complete

Supported Patterns (30+)

Reversal Patterns

Head & Shoulders (regular & inverse)
Double Top / Double Bottom
Triple Top / Triple Bottom
Rounding Top / Bottom
Diamond Top / Bottom
Island Reversal

Continuation Patterns

Ascending / Descending Triangle
Symmetrical Triangle
Bull / Bear Flag
Bull / Bear Pennant
Rectangle / Channel
Cup & Handle

Harmonic Patterns

Gartley (0.786 XA retracement)
Butterfly (1.27 or 1.618 XA extension)
Bat (0.886 XA retracement)
Crab (1.618 XA extension)
Shark (0.886 / 1.13)
Cypher (0.786 / 1.272)
ABCD Pattern

Candlestick Patterns

Bullish/Bearish Engulfing
Morning Star / Evening Star
Hammer / Hanging Man
Doji Variants
Three White Soldiers / Black Crows
Piercing Line / Dark Cloud Cover

Usage

import { PatternRecognition } from 'kit-trading/skills/auto-pattern-recognition';

// Scan for all patterns
const patterns = await PatternRecognition.scan({
  symbol: 'BTCUSDT',
  timeframes: ['15m', '1h', '4h'],
  categories: ['reversal', 'harmonic', 'candlestick'],
  minQuality: 0.7, // 70% pattern quality threshold
});

// Subscribe to pattern alerts
PatternRecognition.onPattern('BTCUSDT', (pattern) => {
  console.log(`${pattern.type} detected on ${pattern.timeframe}`);
  console.log(`Quality: ${pattern.quality}%, Target: ${pattern.target}`);
});

Configuration

Read the full file on GitHub · 128 lines

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

index.ts 10 KB runs code

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.

8d ago First seen · 128 lines · 0 tokens per session scan A a22061945a4d

Subscribe to this mod's changes

auto-pattern-recognition is a skill published in the GitHub repository kayzaa/k.i.t.-bot (5 stars, last pushed 6mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 959 tokens. A static security scan graded it A with 0 findings. It is 100% identical to auto-pattern-recognition, differing in 0 lines, and is treated as a copy.

Analytics and metrics Finance and fintech ai-agent autonomous-trading binance crypto defi financial-ai

auto-pattern-recognition