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
- Load candles -- call
mcp__plugin_ruflo-core_ruflo__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.
- 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
- Classify -- for each detection, assign: pattern name, type (reversal/continuation), direction (bullish/bearish), reliability score (0.0-1.0)
- Rank -- sort by reliability score descending
- Store -- two paths (per ruflo-cost-tracker ADR-0001 dual-path pattern):
- Pattern-store (typed, recommended):
mcp__plugin_ruflo-core_ruflo__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__plugin_ruflo-core_ruflo__memory_store --namespace market-patterns — this DOES respect the market-patterns namespace because memory_* is namespace-routed.
- 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
1---2name: market-pattern3description: Detect and classify candlestick patterns from ingested OHLCV data4---5
6# Market Pattern
7
8Scan ingested OHLCV data for known candlestick patterns, classify them by type and reliability, and store for future reference.
9
10## When to use
11
12When you need to identify candlestick patterns (doji, hammer, engulfing, head-shoulders, etc.) in market data. Requires data to be ingested first via `market-ingest`.
13
14## Steps
15
161. **Load candles** -- call `mcp__plugin_ruflo-core_ruflo__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.
172. **Scan for patterns** -- iterate through candle sequences looking for:
18 - Single-candle: doji (open ~= close), hammer (long lower wick), inverted hammer
19 - Two-candle: bullish/bearish engulfing
20 - Three-candle: morning star, evening star, three white soldiers, three black crows
21 - Multi-candle: head & shoulders, double top/bottom, cup & handle
223. **Classify** -- for each detection, assign: pattern name, type (reversal/continuation), direction (bullish/bearish), reliability score (0.0-1.0)
234. **Rank** -- sort by reliability score descending
245. **Store** -- two paths (per ruflo-cost-tracker ADR-0001 dual-path pattern):
25 - **Pattern-store (typed, recommended)**: `mcp__plugin_ruflo-core_ruflo__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).
26 - **Plain store (namespace-routable)**: `mcp__plugin_ruflo-core_ruflo__memory_store --namespace market-patterns` — this DOES respect the `market-patterns` namespace because `memory_*` is namespace-routed.
276. **Report** -- display: pattern name, date range, direction, reliability, suggested action
28
29## CLI alternative
30
31```bash
32npx @claude-flow/cli@latest memory search --query "bullish reversal patterns" --namespace market-patterns
33npx @claude-flow/cli@latest memory store --key "pattern-AAPL-2026-05-04-doji" --value '{...}' --namespace market-patterns
34```
gabrielmoreira