ibd-distribution-day-monitor
Detect IBD-style Distribution Days for QQQ/SPY (close down at least 0.2% on higher volume), track 25-session expiration and 5% invalidation, count d5/d15/d25 clusters, classify market risk (NORMAL/CAUTION/HIGH/SEVERE), and emit TQQQ/QQQ exposure recommendations. Use after market close, before TQQQ exposure changes, or as input to FTD/market-state frameworks. Does not execute trades.
mt5-robot-tester
Select the best MetaTrader 5 trading robots (Expert Advisors) that have not been backtested yet, by running the MT5 Strategy Tester from the command line through a 3-round pipeline. Use when the user wants to batch-test MT5 bots/EAs, screen robots across all symbols, optimize EA parameters, or move candidate bots to finalists based on profit, drawdown, positive months/years and equity-curve criteria. Runs terminal64.exe headless; Windows + MetaTrader 5 required at run time.
news-reaction-failure-analyzer
Judge whether a market FAILED to react to news favorable to a crowded speculative position — step 2 of Jason Shapiro's COT contrarian process. Consumes a cot-contrarian-detector report (or an explicit direction) plus a Claude-curated events JSON, fetches the underlying price series with a documented fallback chain, and produces a fail-closed CONFIRMED / NOT_CONFIRMED / INSUFFICIENT_EVIDENCE verdict using a statistically validated drift-significance test (not a naive failure-ratio, which false-confirms on pure noise). Generic beyond COT — reusable for PEAD and macro-crowding news-failure checks. Use when the user asks to check news-failure confirmation, whether a crowded market "shrugged off" good/bad news, or wants to run Shapiro step 2 on a CROWDED_LONG/CROWDED_SHORT market.
parabolic-short-trade-planner
Screen US equities for parabolic exhaustion patterns and generate conditional pre-market short plans, then evaluate intraday trigger fires from live 5-min bars. Phase 1 daily 5-factor scorer (MA extension / acceleration / volume climax / range expansion / liquidity), Phase 2 per-candidate plans for ORL break / first-red 5-min / VWAP fail with explicit borrow / SSR / manual-confirmation gating, Phase 3 one-shot intraday FSM that detects trigger fires and resolves concrete share counts. Covers Phase 1 + Phase 2 + Phase 3.
pre-trade-discipline-gate
Evaluate a local pre-trade checklist before manual order entry, blocking planless, oversized, revenge-risk, market-regime-blocked, or circuit-breaker-blocked entries while journaling the decision for trader-memory-core review.
stockbee-momentum-burst-screener
Screen US stocks for Stockbee-style short-term Momentum Burst setups using 4% breakout, dollar breakout, range expansion, volume expansion, prior range contraction, close-location, failure filters, and risk-distance scoring. Use when the user asks for Stockbee, Pradeep Bonde, momentum burst, 4% breakout, range expansion, dollar breakout, short-term swing momentum candidates, or 3-5 day burst setup review.
residual-edge-analyzer
Separate a strategy return series into declared baseline exposure and residual edge with returns-based OLS attribution, HAC inference, rolling stability, alternate-baseline sensitivity, and regime breakdowns. Use when evaluating whether backtest, out-of-sample, or live returns contain independent alpha beyond market, equal-weight, momentum, sector, or user-supplied factor returns; when explaining whether a drawdown came from baseline exposure or strategy-specific behavior; or when a strategy needs an attribution quality gate after backtesting. Do not use for holdings-based Brinson attribution, feature-level Shapley explanations, or analysis from summary metrics without a dated return series.
signal-postmortem
Record and analyze post-trade outcomes for signals generated by edge pipeline and other skills. Track false positives, missed opportunities, and regime mismatches. Feed results back to edge-signal-aggregator weights and skill improvement backlog.
stockbee-episodic-pivot-analyzer
Analyze Stockbee-style Day 1 Episodic Pivot candidates from earnings, guidance raises, M&A, FDA/regulatory approvals, analyst actions, major contracts, product launches, short-squeeze catalysts, or theme/story events. Scores catalyst quality together with gap/range expansion, volume shock, neglect/revaluation context, liquidity, and risk to the EP-day low. Use when the user asks for EP candidates, episodic pivots, Day 1 catalyst trades, game-changing news reactions, delayed EP watchlists, or handoffs into PEAD monitoring.
exposure-coach
Generate a one-page Market Posture summary with net exposure ceiling, growth-vs-value bias, participation breadth, and new-entry-allowed vs cash-priority recommendation by integrating signals from breadth, regime, and flow analysis skills.
cot-contrarian-detector
Detect crowded speculative positioning in CFTC futures markets (COT report analysis) to find contrarian setups using Jason Shapiro's methodology. Screens large-speculator ("non-commercial") net positioning across 65 futures markets (indices, rates, FX, metals, energy, crypto) via the FMP Commitment of Traders API, computes a 3-year and 26-week COT Index per market, and classifies extremes as CROWDED_LONG / CROWDED_SHORT. Use when the user asks about COT report analysis, crowded positioning, "who is trapped", speculative positioning extremes, contrarian futures setups, or wants to run Jason Shapiro-style analysis. This skill automates crowding DETECTION only (step 1 of 5) — it does not generate trade signals by itself.
breakout-trade-planner
Generate Minervini-style breakout trade plans from VCP screener output with worst-case risk calculation, portfolio heat management, and Alpaca-compatible order templates (stop-limit bracket for pre-placement, limit bracket for post-confirmation). Use when user has VCP screener results and wants actionable trade plans with entry/stop/target levels and position sizing.
contrarian-setup-gate
Synthesize the three Jason Shapiro contrarian-pipeline verdicts (COT crowding, news-reaction failure, weekly price-action confirmation) into one actionable setup_status via a fail-closed precedence state machine. Pure, offline synthesis -- no network, no API keys, no computation beyond validation and precedence.
drawdown-circuit-breaker
Evaluate account-level drawdown circuit breaker rules from trader-memory-core state and decide whether new trade risk is allowed today. Uses realized P&L, losing-streak cooldowns, and weekly/monthly drawdown limits without any external API.
downtrend-duration-analyzer
Analyze historical downtrend durations and generate interactive HTML histograms showing typical correction lengths by sector and market cap.
crypto-regime-analyzer
Quantifies crypto market regime health using free, keyless public data (CoinGecko + Binance funding). Generates a 0-100 composite score across 6 components (100 = risk-on) with a posture recommendation. No API key required. Use when user asks about crypto market conditions, whether it's alt season, BTC dominance, crypto risk-on vs risk-off, funding rates, or whether crypto exposure should be increased or reduced.
chengfeng-videocut-skills:自进化
自进化 skills。记录用户反馈，更新方法论和规则。触发词：更新规则、记录反馈、改进skill
chengfeng-videocut-skills:口播成片
口播视频成片 Skill。把文章/口播稿/SRT、剪后视频和 HTML/图片素材串成分镜稿、时间线预览和最终 MP4；成片比例和动画风格从用户配置读取，动画默认使用小黑风格。触发词：口播成片、做分镜稿、时间线预览、合成口播视频、导出竖屏MP4
chengfeng-videocut-skills:剪口播
口播基础素材包生成。转录口播、识别口误、生成审核页；用户确认后剪出新视频，Agent 再基于剪后视频重新转写、AI 校对字幕，输出后续口播成片可用的 source_cut.mp4 和 subtitles.srt。触发词：剪口播、处理口播素材、准备口播素材、识别口误、基础素材包
cartography
Repository understanding and hierarchical codemap generation
threejs-fundamentals
Three.js scene setup, cameras, renderer, Object3D hierarchy, coordinate systems. Use when setting up 3D scenes, creating cameras, configuring renderers, managing object hierarchies, or working with transforms.
threejs-geometry
Three.js geometry creation - built-in shapes, BufferGeometry, custom geometry, instancing. Use when creating 3D shapes, working with vertices, building custom meshes, or optimizing with instanced rendering.
threejs-animation
Three.js animation - keyframe animation, skeletal animation, morph targets, animation mixing. Use when animating objects, playing GLTF animations, creating procedural motion, or blending animations.
threejs-lighting
Three.js lighting - light types, shadows, environment lighting. Use when adding lights, configuring shadows, setting up IBL, or optimizing lighting performance.
threejs-loaders
Three.js asset loading - GLTF, textures, images, models, async patterns. Use when loading 3D models, textures, HDR environments, or managing loading progress.
threejs-textures
Three.js textures - texture types, UV mapping, environment maps, texture settings. Use when working with images, UV coordinates, cubemaps, HDR environments, or texture optimization.
threejs-materials
Three.js materials - PBR, basic, phong, shader materials, material properties. Use when styling meshes, working with textures, creating custom shaders, or optimizing material performance.
threejs-postprocessing
Three.js post-processing - EffectComposer, bloom, DOF, screen effects. Use when adding visual effects, color grading, blur, glow, or creating custom screen-space shaders.
threejs-shaders
Three.js shaders - GLSL, ShaderMaterial, uniforms, custom effects. Use when creating custom visual effects, modifying vertices, writing fragment shaders, or extending built-in materials.
threejs-interaction
Three.js interaction - raycasting, controls, mouse/touch input, object selection. Use when handling user input, implementing click detection, adding camera controls, or creating interactive 3D experiences.
web-research
Use this skill for requests related to web research; it provides a structured approach to conducting comprehensive web research
arxiv-search
Search arXiv preprint repository for papers in physics, mathematics, computer science, quantitative biology, and related fields, Instructions for searching arXiv papers using Python script and shell tool. Read SKILL.md to learn the workflow.
readme-generate
Generates comprehensive README.md files for Spring Boot modules based on task specification requirements
http-generate
Generates HTTP request examples for Spring Boot Web interfaces according to task specification and saves them as .http files in module-generate.md directories
skill-creator
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.
skill-writer
指导用户创建 Agent Skills（支持 CodeBuddy、Cursor 等 IDE）。当用户想要创建、编写、设计新的 Skill，或需要帮助编写 SKILL.md 文件、frontmatter、skill 结构时使用。
artifactory-module-architecture
Artifactory 制品库模块架构指南，涵盖制品上传下载、存储后端适配、制品元数据、清理策略、权限控制。当用户开发制品库功能、处理制品存储、配置清理策略或实现制品管理时使用。
agent-module-architecture
Agent 构建机模块架构指南（Go 语言），涵盖 Agent 启动流程、心跳机制、任务领取执行、升级更新、与 Dispatch 交互。当用户开发 Agent 功能、修改心跳逻辑、处理任务执行或实现 Agent 升级时使用。
managing-devops-pipeline
管理蓝盾流水线的构建操作，包括查询构建历史、获取启动参数、查看构建状态、启动构建。当用户提及流水线、构建、部署、CI/CD、蓝盾或需要触发构建任务时使用。
pipeline-model-architecture
BK-CI 流水线核心模型（Model）架构详解，涵盖 Pipeline/Stage/Container/Task 四层结构、模型序列化、版本管理、模型校验。当用户理解流水线数据结构、开发流水线功能、处理模型转换或进行模型扩展时使用。
permission-model-change-guide
IAM RBAC 权限模型变更规则，涵盖资源类型定义、操作权限配置、权限迁移脚本、IAM 回调实现。当用户修改权限模型、添加新资源类型、配置操作权限或编写权限迁移脚本时使用。
api-interface-design
API 接口设计规范，涵盖 RESTful 设计原则、URL 命名、HTTP 方法选择、请求响应格式、错误码定义、版本控制。当用户设计 API 接口、定义 Resource 类、编写接口文档或进行接口评审时使用。
pipeline-plugin-development
流水线插件开发完整指南，涵盖插件创建、task.json 配置规范、多语言开发示例（Python/Java/NodeJS/Golang）、输入输出规范、错误码规范、发布流程、调试方法。当用户需要开发蓝盾流水线插件、配置 task.json、处理插件输入输出或排查插件错误时使用。
go-agent-development
Go Agent 开发指南，涵盖 Agent 架构设计、心跳机制、任务执行、日志上报、升级流程、与 Dispatch 模块交互。当用户开发构建机 Agent、实现任务执行逻辑、处理 Agent 通信或进行 Go 语言开发时使用。
pipeline-template-module
流水线模板模块架构指南，涵盖模板创建、版本管理、实例化、权限控制、研发商店集成。当用户需要开发模板功能、实现模板复用、管理模板版本或进行批量实例化时使用。
pipeline-variable-management
流水线变量管理完整指南，涵盖变量生命周期（创建、初始化、更新、存储、传递、查询）和变量字段扩展（字段定义、类型扩展、作用域、继承）。当用户开发变量功能、处理变量传递、扩展变量字段或调试变量问题时使用。
00-bkci-global-architecture
BK-CI 全局架构指南，以流水线为核心的模块协作全景图，涵盖完整执行流程、模块依赖关系、数据流向、核心概念。当用户需要理解系统架构、进行跨模块开发、了解模块间协作或规划架构设计时优先阅读。
git-commit-specification
Git 提交规范，涵盖 commit message 格式（feat/fix/refactor）、Issue 关联、分支命名、PR 提交准备、rebase 使用。当用户提交代码、编写 commit message、创建分支或准备 PR 时使用。
process-module-architecture
Process 流水线核心模块架构总览，涵盖流水线 CRUD、构建执行引擎、事件驱动机制、分层架构设计。当用户开发流水线核心功能、理解 Process 模块、修改构建逻辑或进行流水线相关开发时使用。
frontend-vue-development
前端 Vue 开发规范，涵盖 Vue 2/3 组件开发、Vuex 状态管理、路由配置、组件通信、样式规范、国际化。当用户进行前端开发、编写 Vue 组件、处理状态管理或实现页面交互时使用。
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