Skill rating

Check for co-authorship conflicts between authors and suggested reviewers

原生文档（docx/pptx）→ 可验证的对象——转换即语义事务。零依赖解析 docx 的章/条/段落/表格（合并单元格展开、勾选框保留）与 pptx 的幻灯片/形状/表格（占位符类型、gridSpan 合并），每处结构一个对象建成本象包，SHA-256 结构指纹入库，verify 可验证「包与源文件一致」（篡改即检出）。行业火力全在 PDF 扫描件（OCR 有物理误差），原生电子文档的无损结构化

对 Pull Request 或代码 Diff 进行结构化审查，使用多 Agent 并行审查 + 置信度评分过滤误报。触发：/code-review、审查 PR、代码审查

在中国等地区进行代码安全审计、安全编码与评审时使用：覆盖 OWASP Top 10、鉴权与授权、密钥与配置、CORS/CSP、 输入校验与防注入、XSS/CSRF、依赖漏洞、日志与错误处理；输出分级结论与可执行修复建议。 适用于 Web/API、移动端后端、小程序服务端、涉及个人信息与支付回调的业务。

Ground truth layer for AI agents — provide verified facts in every prompt and expose read/search tools for edict management. Write tools are opt-in. No more hallucinated dates, names, or constraints.

标前分析与投标尽调助手。当用户给出一个具体的招标项目并希望在投标前做全面分析时，必须使用此SKILL：标前分析/标前尽调、项目画像拆解（预算/标的物/资质门槛/时间线）、采购方历史采购与偏好供应商分析、竞争对手预测、同类项目历史成交价参考、废标红线与限制性条款排查、投标决策建议。基于全网招中标历史数据输出标前分析报告。即使用户没有提到「标前分析」，只要涉及投标前调查、项目背景排查、该不该投等需求，

Mask sensitive company-project document content before analysis

Validates cloud infrastructure configurations against industry compliance standards and regulatory frameworks.

时寒冰式多维投资分析模型 - 从宏观、稀缺性、公司质量、时机四个维度分析股票、商品、ETF等投资标的

专业级商业战略分析：从市场规模估算到可执行洞察的完整工作流。支持 TAM/SAM/SOM、竞品矩阵、SWOT+、Porter 五力、商业模式画布等专业框架。

Manage Steven's A-share shadow trading dashboard. Triggers on: (1) "影子盘看板", "交易看板", "持仓状况", (2) placing or updating a simulated trade (buy/sell/止损/止盈), (3) updating positions or equity data, (4) revie

Use when a long agent session is about to hit its context limit, when a detail from an earlier turn must be recalled exactly, or when past sessions should stay searchable offline. Compresses context,

Optimize and tune WordPress sites for performance and security with automated analysis and configuration management.

Full operational dashboard for AI agent setups. Cron job calendar, agent intel feeds, security audit panel, network infrastructure map, code search, repo architecture viewer, prompt library, and sprin

5E CS2 Stats Query and Real-time Monitor. Supports custom player lists, query specified players' CS2 match history, analyze match performance, and real-time monitoring for new matches. Keywords: CS st

Detect or minimally edit formulaic AI-style prose while preserving the writer's voice.

Connect OpenClaw to the RiverDesk task app: install the openclaw-riverdesk channel plugin, pair with a one-time code from web.riverdesk.ai, and verify the agent is online.

门诊慢病审核（糖尿病/高血压）。输入 OCR 结果数组 JSON，由内部医疗大模型输出审核结论与原因（原始 JSON + 自然语言结论）。

Detects phantom dependencies — references to things that no longer exist, ghost state that lives in the gaps between modules, and invisible wires that connect your code to assumptions nobody remembers

Unified quantum calibration analysis package. Aggregates curve fitting and parameter extraction (qubitclient-scope), neural network spectrum analysis (qubitclient-nnscope), LLM-based calibration revi

NNScope neural network based quantum spectrum analysis tasks: (1) S21PEAK - S21 peak detection with confidence scoring, (2) S21PEAKMULTI - Multi-peak detection across full frequency range, (3) SPECTRU

Real-time quantum measurement control based on MCP (Model Context Protocol) for executing experimental tasks including: (1) S21 spectroscopy scans, (2) Rabi oscillation measurements, (3) Ramsey fringe

面向A股个股异动归因分析，聚焦上涨下跌原因、大盘影响、板块共振、公司事件与机构验证。基于今日投资金融数据接口，自动识别股票代码并输出结构化异动解读报告。触发词：异动分析、为什么涨、为什么跌、拉升、跳水、盘中异动。

Diagnoses and fixes slow Qdrant indexing and data ingestion. Use when someone reports 'uploads are slow', 'indexing takes forever', 'optimizer is stuck', 'HNSW build time too long', or 'data uploaded

Diagnoses and fixes slow Qdrant search. Use when someone reports 'search is slow', 'high latency', 'queries take too long', 'low QPS', 'throughput too low', 'filtered search is slow', or 'search was f

Analyze images using AI with the understand_image tool

Tailwind CSS responsive design and dark mode patterns (2025-2026). PROACTIVELY activate for: (1) dark mode setup (class-based vs media-query, dark: variant), (2) toggling dark mode at runtime (data-th

Detect abnormal access patterns in AWS S3, GCS, and Azure Blob Storage by analyzing CloudTrail Data Events, GCS audit logs, and Azure Storage Analytics. Identifies after-hours bulk downloads, access f

You are a configuration management expert specializing in validating, testing, and ensuring the correctness of application configurations. Create comprehensive validation schemas, implement configurat

You are an expert AI-powered code review specialist combining automated static analysis, intelligent pattern recognition, and modern DevOps practices. Leverage AI tools (GitHub Copilot, Qodo, GPT-5, C

Provides dependency injection patterns for Spring Boot projects, including constructor-first design, optional collaborator handling, bean selection, and wiring validation. Use when creating services a

Provides patterns for unit testing Spring Security with `@PreAuthorize`, `@Secured`, `@RolesAllowed`. Validates role-based access control and authorization policies. Use when testing security configur

Systematic improvement of existing agents through performance analysis, prompt engineering, and continuous iteration.

Diagnose Windows App (Microsoft Remote Desktop / Azure Virtual Desktop / W365) connection quality issues on macOS. Analyze transport protocol selection (UDP Shortpath vs WebSocket), detect VPN/proxy i

Diagnoses and guides Qdrant horizontal scaling decisions. Use when someone asks 'vertical or horizontal?', 'how many nodes?', 'how many shards?', 'how to add nodes', 'resharding', 'data doesn't fit',

Audits physical architecture structure: modules, domains, layer layout, junk drawers, and framework placement. Use for structure drift.

Provides edge case, corner case, boundary condition, and limit testing patterns for Java unit tests. Validates minimum/maximum values, null cases, empty collections, numeric overflow/underflow, floati

Claiming work is complete without verification is dishonesty, not efficiency. Use when ANY variation of success/completion claims, ANY expression of satisfaction, or ANY positive statement about work

Use when working with error diagnostics smart debug

Provides patterns for unit testing `@ConfigurationProperties` classes with `@ConfigurationPropertiesTest`. Validates property binding, tests validation constraints, verifies default values, checks typ

Evaluate scientific claims and evidence quality. Use for assessing experimental design validity, identifying biases and confounders, applying evidence grading frameworks (GRADE, Cochrane Risk of Bias)

Deep literature review — PubMed, EuropePMC, bioRxiv preprints, citation networks, evidence synthesis. Disambiguates queries, runs collision-aware searches, grades evidence T1-T4, and produces structur

Optimize website and web application performance including loading speed, Core Web Vitals, bundle size, caching strategies, and runtime performance

Troubleshoots failing applications by discovering and analyzing CloudWatch log groups to identify error patterns, root causes, and actionable solutions. Use when an application is experiencing failure

Checks inline code documentation quality: WHY-not-WHAT, density, forbidden content, docstrings quality, actuality, legacy cleanup. Use when auditing comments and docstrings.

You are a dependency security expert specializing in vulnerability scanning, license compliance, and supply chain security. Analyze project dependencies for known vulnerabilities, licensing issues, ou

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/CAU

Provides patterns for unit testing Jakarta Bean Validation (JSR-380), including @Valid, @NotNull, @Min, @Max, @Email constraints with Hibernate Validator. Generates custom validator tests, constraint

Provides patterns for unit testing Spring `@Scheduled` and `@Async` methods using JUnit 5, CompletableFuture, Awaitility, and Mockito. Covers mocking task execution and timing, verifying execution cou

Provides patterns for testing utility classes, static methods, and helper functions. Validates pure functions, null handling, edge cases, and boundary conditions. Generates AssertJ assertions and @Par