Skip to main content
AI/MLruvnet

market-pattern

Detect and classify candlestick patterns from ingested OHLCV data

Stars
56,726
Source
ruvnet/claude-flow
Updated
2026-05-31
Slug
ruvnet--claude-flow--market-pattern
View on GitHubRaw SKILL.md

// install — copy + paste into any project

mkdir -p .claude/skills && curl -fsSL https://raw.githubusercontent.com/ruvnet/claude-flow/HEAD/plugins/ruflo-market-data/skills/market-pattern/SKILL.md -o .claude/skills/market-pattern.md

Drops the SKILL.md into .claude/skills/market-pattern.md. Works with Claude Code, Cursor, and any agent that loads SKILL.md files from .claude/skills/.

Market Pattern

Scan ingested OHLCV data for known candlestick patterns, classify them by type and reliability, and store for future reference.

When to use

When you need to identify candlestick patterns (doji, hammer, engulfing, head-shoulders, etc.) in market data. Requires data to be ingested first via market-ingest.

Steps

  1. Load candles -- call mcp__claude-flow__memory_search (or memory_list) on the market-data namespace to retrieve normalized OHLCV data for the symbol and period. The memory_* tool family routes by namespace; the agentdb_hierarchical-* family does NOT (it routes by tier), so use memory_* for namespaced reads.
  2. Scan for patterns -- iterate through candle sequences looking for:
    • Single-candle: doji (open ~= close), hammer (long lower wick), inverted hammer
    • Two-candle: bullish/bearish engulfing
    • Three-candle: morning star, evening star, three white soldiers, three black crows
    • Multi-candle: head & shoulders, double top/bottom, cup & handle
  3. Classify -- for each detection, assign: pattern name, type (reversal/continuation), direction (bullish/bearish), reliability score (0.0-1.0)
  4. Rank -- sort by reliability score descending
  5. Store -- two paths (per ruflo-cost-tracker ADR-0001 dual-path pattern):
    • Pattern-store (typed, recommended): mcp__claude-flow__agentdb_pattern-store with type: 'market-pattern'. Don't pass a namespace arg — ReasoningBank routes it; on bridge unavailability the fallback writes to the reserved pattern namespace with controller: 'memory-store-fallback' (see ruflo-agentdb ADR-0001).
    • Plain store (namespace-routable): mcp__claude-flow__memory_store --namespace market-patterns — this DOES respect the market-patterns namespace because memory_* is namespace-routed.
  6. Report -- display: pattern name, date range, direction, reliability, suggested action

CLI alternative

npx @claude-flow/cli@latest memory search --query "bullish reversal patterns" --namespace market-patterns
npx @claude-flow/cli@latest memory store --key "pattern-AAPL-2026-05-04-doji" --value '{...}' --namespace market-patterns