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    Candlestick Pattern Recognition Skill

    1

    Automated candlestick pattern recognition, geometric validation, and contextual trend analysis for traders.

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    Candlestick Pattern Recognition Skill

    Candlestick Pattern Recognition Skill

    Example session with this skill installed

    Analyze this BTC/USDT 4h data: [42000, 43500, 41800, 43200, 1500], [43200, 43300, 42100, 42200, 2100]. Context: Strong uptrend hitting $43.5k resistance. Volume is rising.

    • Read your context and instructions
    • Compiled the candlestick pattern recognition

    The analysis identifies a Bearish Engulfing pattern developing at a key resistance level.

    Pattern Summary

    • Instrument / market: BTC/USDT
    • Timeframe: 4h
    • Data timestamp: Current
    • Overall trend/context: Strong uptrend testing $43.5k horizontal resistance
    • Data quality notes: Clean OHLCV sequence provided

    Detected Patterns

    PatternTimestampBiasStatusContextConfirmation / Invalidation
    Bearish EngulfingCandle 2BearishCompletedResistance rejectionClose below $41,800 / High above $43,500

    Pattern Explanation

    Candle geometry and sequence: Candle 1 is a bullish marubozu. Candle 2 opens above the previous close but closes below the previous open, completely engulfing the real body.
    2.

    Why it qualifies: The real body of the second candle (1000 pts) significantly exceeds the first (1200 pts) and the close is near the lows.
    3. Trend and price-zone context: Occurring after a sustained rally into a known supply zone at $43,500.
    4.

    Volume evidence: Volume on the engulfing candle (2100) is 40% higher than the preceding bullish candle, suggesting distribution.
    5. Confirmation condition: A 4h close below the low of the engulfing pattern ($41,800).
    6. Invalidation condition: Price trading and closing above the pattern high at $43,500.
    7.

    Alternative interpretation: Could be a stop-run before further consolidation if volume does not follow through on the next bar.

    Next steps

    • Monitor the next 4h candle for a close below $41,800 to confirm the reversal.
    • Check the daily timeframe for RSI overbought conditions to align higher-timeframe context.
    • Set an alert for price action exceeding $43,500 to invalidate the bearish thesis.

    Connects securely to your tools. The creator never sees your data.

    About this skill

    Manual chart analysis is slow and prone to bias. This skill automates the identification of candlestick patterns across stocks, crypto, and forex using raw OHLCV data or chart screenshots.

    What it does

    • Pattern identification labels single, double, and multi-candle formations including Morning Stars, Engulfing bars, and Dojis.
    • Geometry calculation measures wick-to-body ratios and close locations to verify pattern validity.
    • Contextual assessment evaluates the prior trend, support/resistance proximity, and volume expansion.
    • Status tracking classifies patterns as developing, completed, confirmed, or invalidated.
    • Trade planning generates conditional entry zones and invalidation levels based on candle extremes.

    How it works

    1. Provide OHLCV data or a chart screenshot with the symbol, timeframe, and market context.
    2. The skill validates data quality and calculates specific candle geometry metrics.
    3. It filters candidates against a library of over 20 standard patterns.
    4. You receive a structured report detailing bias, confirmation triggers, and invalidation points.

    Frameworks & tools

    This skill processes standard OHLCV datasets and image-based chart data. It works with standard candlesticks and can adapt to Heikin-Ashi if specified by the user.

    Why this beats prompting it yourself

    Generic prompts often hallucinate patterns in the middle of ranges or ignore wick-to-body ratios. This skill enforces strict geometric rules and contextual validation to ensure a Doji is actually a Doji and not just a small candle.

    Use cases

    • Analyze a batch of OHLCV data to find high-probability reversal setups.
    • Validate a potential breakout by checking volume and follow-through confirmation.
    • Audit a chart screenshot for specific three-candle continuation patterns.
    • Map out invalidation levels for a detected bearish engulfing pattern.

    Known limitations

    Does not provide backtested win rates or financial advice. Reliability depends on the resolution of provided screenshots and the accuracy of OHLCV data.

    Requires clear OHLCV data or high-resolution screenshots. Interpretation is educational, not a guarantee of future price action. Does not perform automated backtesting.

    How to use

    1. 1

      Connect your agent to the Agensi MCP

      Copy the prompt and paste it into Claude, ChatGPT, Cursor or any agent that supports MCP. It sets up the connection for you. Manual setup

    2. 2

      Sign in to Agensi

      Your agent shows a sign-in link. Sign in and click Allow.

    3. 3

      Ask for what you need

      Your agent loads this skill and uses it on your task. It always asks before any payment.

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    Listed3 days ago

    What's inside

    Frequently Asked Questions

    The skill identifies over 20 formations, ranging from single candles like Dojis and Hammers to complex multi-candle structures like Morning Stars and Three Inside Up/Down patterns.

    You can either upload raw OHLCV (Open, High, Low, Close, Volume) data in CSV/JSON format or simply provide a screenshot of a trading chart for visual analysis.

    Unlike generic prompts, this skill uses strict geometric validation to measure wick-to-body ratios and requires contextual trend confirmation before labeling a pattern.

    Yes, while it defaults to standard candlesticks, you can specifically request the analysis be performed on Heikin-Ashi candles for smoother trend identification.

    The skill identifies the pattern and provides a structured trade plan, including specific entry zones and price levels where the pattern would be considered invalidated.

    No, this skill is a diagnostic tool for technical analysis; it identifies historical and current price action patterns but does not provide financial advice or guarantee future performance.

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