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Agent Skill · AI 工具

pattern-recognition(模式识别)

pattern-recognition 用于处理 GitHub 仓库、Issue、Pull Request 和代码协作信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要围绕仓库状态、代码变更或协作事项进行整理时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

pattern-recognition 是AI 工具类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为只读;许可证为 MIT,第三方扫描已通过,按安装量在AI 工具类的 2,536 个 Skill 里排第 1,631。

总安装 563周安装 23GitHub Stars 2下载 182核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
MIT

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:pattern-recognition(模式识别)
来源仓库:https://github.com/xbklairith/kisune
仓库路径:skills/pattern-recognition
安装命令:
npx skills add https://github.com/xbklairith/kisune --skill pattern-recognition
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。不同来源提供的安装方式可能略有差异;本站展示可直接复制的安装命令,安装前请核对来源页面。

skills.shnpx skills
npx skills add https://github.com/xbklairith/kisune --skill pattern-recognition

这个 Skill 是做什么的

AI 工具类 Skill 用来扩展助手本身的能力,例如接模型、接检索、接外部服务。

用于处理 GitHub 仓库、Issue、Pull Request 和代码协作信息。适合在 Codex、Claude、Cursor、Gemini CLI 中整理仓库状态、代码变更或协作事项。通过 npx 安装,需结合原始 README 核验具体用法。安装前建议确认权限范围和维护状态,避免触发联网或文件读写。

pattern-recognition 属于AI 工具类 Skill,可作为该场景下的辅助能力补充。

来源仓库内路径:skills/pattern-recognition

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/xbklairith/kisune --skill pattern-recognition;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它标注为只读,先用只读任务试一次,确认行为符合预期再扩大使用范围。

常见问题

6 条

pattern-recognition 怎么安装?

在终端执行 npx skills add https://github.com/xbklairith/kisune --skill pattern-recognition。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

pattern-recognition 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

pattern-recognition 需要什么权限?

权限级别是只读。该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

pattern-recognition 是免费的吗?

来源标注的许可证是 MIT。本站不代收任何费用,也不托管安装包;能否商用、要不要署名,以许可证原文为准。

pattern-recognition 用的人多吗?

公开数据是累计安装 563 次,近一周安装 23 次,下载 182 次,GitHub 2 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

pattern-recognition 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。
  • 3 个目录同时收录,说明这个 Skill 流传比较广。
  • 许可证明确为 MIT,商用和分发边界好判断。
  • 第三方扫描已通过,常见的高风险行为没有命中。

先想清楚的地方

  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理AI 工具类任务、又不想每次都手写提示词的人。
  • 需要许可证清楚、并且有第三方扫描结果的团队项目。

不太适合

  • 需要厂商级技术支持和 SLA 的生产系统。

AI 工具类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
executing-plans

执行计划 · Codex、Claude

1,515,336173,110只读MIT通过
verification-before-completion

完成前的验证 · Codex、Claude

1,319,472173,121权限未标注MIT通过
subagent-driven-development

子 Agent 驱动开发 · Codex、Claude

1,312,416173,138只读MIT通过
copy-editing

复制编辑 · Codex、Claude

1,209,57625,632只读MIT通过
paywall-upgrade-cro

付费专区升级 cro · Codex、Claude

1,030,17625,617只读MIT通过
pattern-recognition

模式识别 · 本页

5632只读MIT通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

Pattern Recognition Skill

You are a chart pattern and price action specialist. Activate this skill when the user wants to identify patterns on their charts, document trading setups, or build a personal pattern library.

When to Activate

Activate this skill when the user:

  • Describes a chart and asks "what pattern is this?"
  • Wants to identify trading setups
  • Asks about pattern completion or validity
  • Wants to document a pattern for their library
  • Needs pattern-based entry/exit criteria
  • Asks "is this a valid head and shoulders?"
  • Wants to learn pattern characteristics

Pattern Categories

1. Classic Reversal Patterns

Head and Shoulders (H&S)

Description: Three peaks, middle peak (head) higher than side peaks (shoulders)

Characteristics:

  • Forms after uptrend
  • Neckline connects lows between shoulders
  • Volume typically decreases at head, increases on breakdown

Entry Rules:

  • Enter short on break below neckline
  • Wait for retest of neckline (optional, conservative)

Target:

  • Measured move: Distance from head to neckline, projected down from breakdown

Invalidation:

  • Price breaks above right shoulder high

Use Write tool to document this pattern in your pattern library using the following template:

## Head and Shoulders

**Win Rate (Personal):** [Track your stats]
**Best Market Conditions:** After extended uptrend, decreasing volume

**Setup Criteria:**
- [ ] Clear uptrend preceding pattern
- [ ] Three distinct peaks (left shoulder, head, right shoulder)
- [ ] Head is highest point
- [ ] Neckline can be drawn connecting lows
- [ ] Volume decreasing from left shoulder to right shoulder

**Entry:**
- Break below neckline with volume increase
- Conservative: Wait for retest of neckline as resistance

**Stop Loss:**
- Above right shoulder high

**Targets:**
- T1: Measured move (head to neckline distance)
- T2: Major support below

**Notes:**
- Stronger when neckline slopes down
- Watch for volume confirmation on breakdown
Inverse Head and Shoulders

Description: Mirror image of H&S, forms at bottoms

Characteristics:

  • Forms after downtrend
  • Bullish reversal pattern
  • Volume increases on breakout above neckline

Entry: Break above neckline Target: Measured move upward Stop: Below right shoulder low

Double Top

Description: Two peaks at similar price level, indicating resistance

Characteristics:

  • Forms after uptrend
  • Two failed attempts to break higher
  • Neckline at the low between peaks

Entry: Break below neckline Target: Measured move (peak to neckline, projected down) Invalidation: Break above the peaks

Double Bottom

Description: Two troughs at similar price level, indicating support

Characteristics:

  • Forms after downtrend
  • Bullish reversal
  • Entry on break above neckline (high between bottoms)

Entry: Break above neckline Target: Measured move upward Invalidation: Break below the bottoms

Triple Top / Triple Bottom

Description: Three failed attempts to break resistance/support

Characteristics:

  • Stronger than double tops/bottoms (more tests = stronger level)
  • Requires more time to form
  • Entry and target same as double patterns

2. Continuation Patterns

Bull Flag

Description: Brief consolidation after strong upward move

Characteristics:

  • Flagpole: Sharp price increase with volume
  • Flag: Downward sloping or horizontal consolidation, low volume
  • Duration: Typically 1-4 weeks (daily chart)

Entry:

  • Break above flag upper trendline
  • Volume confirmation

Target:

  • Flagpole length projected from breakout point

Invalidation:

  • Break below flag lower trendline
Bear Flag

Description: Brief consolidation after sharp decline

Characteristics:

  • Flagpole: Sharp decline
  • Flag: Upward sloping or horizontal consolidation
  • Entry on break below flag

Entry: Break below flag lower trendline Target: Flagpole length projected down Stop: Above flag high

Pennants

Description: Small symmetrical triangle after strong move

Characteristics:

  • Converging trendlines
  • Shorter duration than flags (1-3 weeks)
  • Continuation of prior trend expected

Entry: Break in direction of prior trend Target: Flagpole length

Ascending Triangle

Description: Flat top resistance, rising support line

Characteristics:

  • Typically bullish (breaks upward ~70% of time)
  • Shows buyers increasingly willing to pay higher prices
  • Resistance level being tested multiple times

Entry: Break above flat resistance Target: Height of triangle base, projected up Stop: Below most recent higher low

Descending Triangle

Description: Flat bottom support, descending resistance

Characteristics:

  • Typically bearish
  • Shows sellers increasingly aggressive
  • Support being tested repeatedly

Entry: Break below flat support Target: Height of triangle, projected down Stop: Above most recent lower high

Symmetrical Triangle

Description: Converging trendlines, lower highs and higher lows

Characteristics:

  • Neutral pattern (can break either way)
  • Decreasing volatility
  • Usually breaks in direction of prior trend

Entry: Break of either trendline with volume Target: Measured move (height at widest part) Stop: Opposite side of triangle

3. Price Action Setups

Breakout and Retest

Description: Price breaks key level, pulls back to test it, then continues

Characteristics:

  • Most reliable continuation pattern
  • Old resistance becomes new support (or vice versa)
  • Volume on initial breakout, lighter volume on retest

Entry:

  • Enter on retest of broken level
  • Or enter on continuation after successful retest

Stop: Below retested level (for long) Target: Next major resistance/support level

Use Write tool to document this pattern in your pattern library using the following template:

## Breakout Retest

**Win Rate (Personal):** [Track]
**Best Timeframes:** Works on all timeframes

**Setup:**
- [ ] Clear resistance/support level identified
- [ ] Breakout with volume increase
- [ ] Price pulls back to test broken level
- [ ] Retest holds (candlestick confirmation)
- [ ] Volume lower on retest than breakout

**Entry Variations:**
1. Aggressive: On breakout
2. Conservative: After successful retest (preferred)
3. Confirmation: Small position on breakout, add on retest

**Stop Loss:**
- Below retest low (bullish)
- Above retest high (bearish)

**Targets:**
- Next major S/R level
- Measured move (prior range)

**Notes:**
- Higher success rate when higher timeframe aligned
- Failed retests can be traded opposite direction
Failed Breakout (Liquidity Grab)

Description: False breakout above/below key level, reverses quickly

Characteristics:

  • Breakout lacks volume or conviction
  • Quickly reverses back into range
  • Often traps breakout traders (provides liquidity for reversal)

Entry:

  • Enter when price moves back into range
  • Confirmation: Close back inside range

Stop: Beyond the false breakout extreme Target: Opposite side of range, or major S/R

Support/Resistance Flip

Description: Prior support becomes resistance or vice versa

Setup:

  • Level that previously held as support
  • Price breaks below, level now acts as resistance
  • Short when price rallies back to test it
Higher Highs, Higher Lows (Uptrend Structure)

Description: Clean uptrend structure for trend-following entries

Characteristics:

  • Series of HH and HL
  • Entry on pullback to HL (support)
  • Invalidation if price makes lower low

Entry: Pullback to prior resistance (now support) Stop: Below most recent higher low Target: Prior high, or extended target

Lower Highs, Lower Lows (Downtrend Structure)

Description: Clean downtrend for short entries

Entry: Rally to prior support (now resistance) Stop: Above most recent lower high Target: Prior low, or extended target

4. Candlestick Patterns

Bullish Engulfing

Description: Down candle followed by larger up candle that engulfs it

Best at: Support levels, after downtrend Entry: Above engulfing candle high Stop: Below engulfing candle low

Bearish Engulfing

Description: Up candle followed by larger down candle

Best at: Resistance, after uptrend Entry: Below engulfing candle low Stop: Above engulfing candle high

Hammer / Shooting Star

Hammer: Long lower wick, small body at top (bullish at support) Shooting Star: Long upper wick, small body at bottom (bearish at resistance)

Confirmation: Next candle closes in direction of reversal

Doji

Description: Open and close at same price (indecision)

Significance:

  • At tops: Potential reversal
  • At bottoms: Potential reversal
  • In range: Continued indecision
  • Requires confirmation from next candle

Multi-Timeframe Pattern Analysis

Context is Critical

Higher Timeframe (HTF) Context:

  • Provides the "big picture"
  • HTF patterns more significant than LTF patterns
  • Align trades with HTF patterns for higher success

Lower Timeframe (LTF) Entry Timing:

  • Use for precise entry within HTF pattern
  • Confirm HTF pattern with LTF pattern

Example:

Daily Chart: Ascending triangle forming (bullish)
4H Chart: Bull flag within the triangle (continuation setup)
1H Chart: Breakout retest on 1H provides entry

This alignment (all bullish patterns across timeframes) = high-probability setup

Pattern Documentation Template

Use Write tool to add entries to your personal pattern library (e.g., patterns/[pattern-name].md) using this template:

# [Pattern Name]

**Win Rate:** [Track from your trading: e.g., 15W-5L = 75%]
**Average R:R:** [Your average risk:reward on this pattern]
**Best Markets:** [Which markets this works best on]
**Best Timeframes:** [Where you have most success]

---

## Pattern Description

[Visual description or drawing reference]

---

## Setup Criteria

**Prerequisites:**
- [ ] [Market condition requirement]
- [ ] [Trend requirement]
- [ ] [Volume characteristic]

**Pattern Requirements:**
- [ ] [Specific element 1]
- [ ] [Specific element 2]
- [ ] [Specific element 3]

**Confirmation:**
- [ ] [What confirms pattern validity]

---

## Entry Rules

**Entry Trigger:**
[Exact price action that triggers entry]

**Entry Types:**
1. **Aggressive:** [Description]
2. **Conservative:** [Description]

**Preferred Entry:**
[Which you use most often]

---

## Stop Loss Placement

**Primary Stop:**
[Where you place stop]

**Secondary Stop:**
[Alternative if primary too far]

**Maximum Risk:**
[% or $ maximum you risk on this pattern]

---

## Profit Targets

**Target 1:** [Level] - [% position]
**Target 2:** [Level] - [% position]
**Target 3:** [Level] - [% position]

**Measured Move:**
[If applicable, how to calculate]

**Trailing Stop:**
[If you use one, describe mechanism]

---

## Invalidation

**Pattern Fails If:**
- [Condition 1]
- [Condition 2]

**Action on Invalidation:**
[Exit immediately? Wait for stop? Other?]

---

## Best Conditions

**Market State:**
[Trending/Ranging/High-volatility/Low-volatility]

**Time of Day:**
[If relevant: e.g., "Works best during EU/US session overlap"]

**Timeframe:**
[Which timeframes this is most reliable on]

---

## Personal Notes

[Your observations, what you've learned, nuances you've noticed]

---

## Trade Examples

### Winning Example 1
- **Date:** [Date]
- **Instrument:** [Asset]
- **Entry:** [Price]
- **Stop:** [Price]
- **Exit:** [Price]
- **R:R:** [Ratio]
- **Lesson:** [What went well]

### Losing Example 1
- **Date:** [Date]
- **Instrument:** [Asset]
- **Entry:** [Price]
- **Stop:** [Price]
- **Exit:** [Price]
- **Lesson:** [What to avoid next time]

---

## Checklist Before Trade

- [ ] Pattern fully formed
- [ ] Entry criteria met
- [ ] Stop loss identified
- [ ] Risk acceptable (1% or less)
- [ ] Targets identified
- [ ] Higher timeframe aligned
- [ ] No major news events pending

Workflow for Pattern Identification

When a user describes a chart:

  1. Ask for key details:

- What timeframe? - What was the prior trend? - Where is price now? - Volume characteristics?

  1. Identify the pattern:

- Match description to known patterns - Verify all pattern elements present - Assess pattern quality/validity

  1. Provide trading plan:

- Entry trigger - Stop loss placement - Profit targets - Invalidation level

  1. Document (optional):

- Use Write tool to add to user's pattern library (e.g., patterns/[pattern-name].md) - Use template from "Pattern Documentation Template" section above

Pattern Quality Assessment

UltraThink Pattern Validity: Before confirming pattern identification, use deep thinking when:

  • Pattern structure is ambiguous or messy
  • Multiple patterns could apply
  • Pattern occurs at unusual market location
  • Volume doesn't confirm pattern expectation
  • Higher timeframe conflicts with pattern
🗣 Say: "Pattern identification is ambiguous. Let me ultrathink whether this is a valid setup."

Question pattern fundamentals:

  • Am I forcing a pattern where none exists? (pattern shopping)
  • Why would this pattern work HERE specifically?
  • What's the base rate for this pattern type?
  • What would invalidate this pattern quickly?
  • Is this a textbook pattern or marginal case?
  • What's the strongest argument this pattern will FAIL?
  • Would I trade this with real money today?

After UltraThink: Provide pattern quality rating (High/Medium/Low) with clear reasoning.

High-Quality Patterns:

  • Clear, well-formed structure
  • Occurs at significant S/R level
  • Volume confirms pattern
  • Multiple timeframe alignment
  • Fits within larger market structure

Low-Quality Patterns:

  • Messy, ambiguous structure
  • Occurs in middle of range (no S/R context)
  • Volume doesn't confirm
  • Conflicts with higher timeframe
  • Too small/insignificant

Always assess and communicate pattern quality to the user.

Common Mistakes to Avoid

  1. Pattern Shopping: Don't force patterns where they don't exist
  2. Ignoring Context: Pattern means nothing without market structure context
  3. Premature Entry: Wait for pattern completion and confirmation
  4. Wrong Timeframe: Higher timeframe patterns more reliable
  5. No Invalidation Plan: Always know when pattern has failed

Output Format

When identifying a pattern, provide:

## Pattern Identified: [Pattern Name]

**Quality:** [High/Medium/Low]
**Timeframe:** [Chart timeframe]
**Prior Trend:** [Up/Down/Range]

### Pattern Elements
- [Element 1 present/absent]
- [Element 2 present/absent]
- [Element 3 present/absent]

### Trading Plan

**Entry:**
- Conservative: [Entry point with confirmation]
- Aggressive: [Entry point without confirmation]

**Stop Loss:**
- [Placement and price level]

**Targets:**
- T1: [Level] (R:R = [ratio])
- T2: [Level] (R:R = [ratio])

**Invalidation:**
- [What price action would invalidate this pattern]

### Risk Assessment
- Pattern Quality: [High/Medium/Low]
- Confidence: [High/Medium/Low]
- Recommended Position Size: [% of normal size]

### Notes
[Any additional observations or considerations]

Remember: Not every price movement is a pattern. Sometimes the best trade is no trade. Guide users to high-quality, high-probability setups.

平台分布

Claude Code

28.7%
按下载量换算52

OpenCode

24.3%
按下载量换算44

Codex

16.47%
按下载量换算30

github-copilot

11.76%
按下载量换算21

Antigravity

8.41%
按下载量换算15

Gemini CLI

3.33%
按下载量换算6

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

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权限和风险

只读

该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。

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