Skill rating

Rigor Debug / Rigor Audit skill for deep learning research work. Use when the user pastes a traceback, terminal error, CUDA OOM, checkpoint load failure, shape mismatch, NaN loss symptom, or training

Reviews BubbleTea TUI code for proper Elm architecture, model/update/view patterns, and Lipgloss styling. Use when reviewing terminal UI code using charmbracelet/bubbletea.

Generate statistical analysis code with 4-round review. Select appropriate statistical tests, interpret results, and produce analysis reports with p-values, effect sizes, and confidence intervals. Use

Pre-migration readiness assessor for porting NumPy to cuPyNumeric. Use BEFORE substantial porting work begins when the user asks whether code will scale on GPU, whether they should migrate to cuPyNume

Generate and validate Apex test classes with TestDataFactory patterns, bulk testing (251+ records), mocking strategies, assertion best practices, and disciplined test-fix loops. Use this skill when cr

Analyze social media profiles and engagement. Use when: auditing competitor social presence; calculating engagement rates; identifying top-performing content; tracking profile growth; benchmarking soc

Automatically review an academic paper using the NeurIPS review form with three reviewer personas, ensemble scoring, and reflection refinement. Extracts text from PDF, runs structured review, and outp

Reviews and improves Claude Code skills against official best practices. Supports three modes - self-review (validate your own skills), external review (evaluate others' skills), and auto-PR (fork, im

Translates Mermaid sequenceDiagrams describing cryptographic protocols into ProVerif formal verification models (.pv files). Use when generating a ProVerif model, formally verifying a protocol, conver

Audit and score blog posts on a 5-category 100-point scoring system covering content quality, SEO optimization, E-E-A-T signals, technical elements, and AI citation readiness. Includes AI content dete

Backlink profile analysis: referring domains, anchor text distribution, toxic link detection, competitor gap analysis. Works with free APIs (Moz, Bing Webmaster, Common Crawl) and DataForSEO extension

SOQL query generation, optimization, and analysis with 100-point scoring. Use this skill when the user needs SOQL/SOSL authoring or optimization: natural-language-to-query generation, relationship que

Detect, validate, and generate Schema.org structured data. JSON-LD format preferred. Use when user says "schema", "structured data", "rich results", "JSON-LD", or "markup".

Optimize for search engine visibility, ranking, and AI citations. Use when asked to improve SEO, optimize for search, fix meta tags, add structured data, or improve AEO and AI visibility.

SEO drift monitoring: capture baselines of SEO-critical elements, detect changes, and track regressions over time. Git for SEO — baseline, diff, and track changes to your on-page SEO. Use when user sa

Auto-generates code flow diagrams from multi-language module analysis. Detects when architecture diagrams become stale (code changed, diagram didn't). Supports Python, TypeScript/JavaScript, Rust, and

Analyzes Axiom query patterns to find unused data, then builds dashboards and monitors for cost optimization. Use when asked to reduce Axiom costs, find unused columns or field values, identify data w

Verify claims in generated output against sources. Use as a separate pass AFTER content generation to catch hallucinations. Critical constraint - cannot be reliably combined with generation in a singl

Provides binary exploitation techniques for CTF challenges. Use when you already have a vulnerable native target or service and need to turn memory corruption or low-level primitives into code executi

Comprehensive guide for the TanStack ecosystem in React — Query (caching, mutations, prefetching, SSR), DB (collections, live queries, optimistic updates), Form (state, validation, fields), Router (fi

Complete data conversion, validation, and cleaning toolkit. Convert between JSON/CSV/YAML/XML, validate schemas, clean duplicates and nulls. Essential utilities for data processing workflows.

职场汇报文档写作的总入口与路由。当用户说"写汇报"、"写文档"、"帮我写材料"但未明确场景时触发，帮助识别场景并路由到对应子skill。也提供所有汇报场景通用的风格规范和汇报对象适配指南。子skill：report-planning（规划汇报）、report-postmortem（故障复盘）、report-review（年终述职）、report-kickoff（横向协作KO）、report-okr

Multi-platform backup and restore for Hermes Agent and OpenClaw. Backs up configuration, memories, skills, sessions, and workspace. Features: optional encryption, optional cloud storage (S3/Google Dri

审稿共享引擎。提供所有审稿 skill 通用的分段标注框架、整体审稿框架、审稿核心原则、事实核查分类、审稿自查清单。不单独运行，由其他审稿 skill 引用其 references/ 目录下的文档。

Use when user explicitly asks Flink/Ververica/Realtime Compute Console workspace operations: 草稿(draft), SQL校验/执行, 部署(deployment), 作业(job), Session Cluster, namespace, 表(table), 成员(member), 变量(variable

审查中文内容的事实依据、逻辑连贯性、术语规范、翻译腔、AI 写作痕迹与整体结构，适用于 文章、报告、教程、项目介绍和说明材料。当用户要求“审查”“检查一下”“看看有没有问题” “整体看看”，或使用 "review an article", "review this draft", "proofread" 等英文表达时 使用；可独立运行，也可作为其他写作技能的内联审查阶段。

Channel-adaptation agent. Adapts a reviewed core draft into channel-specific publish-ready versions. Supports: official-account version, developer-community version, Chinese social post, English X pos

Generate structured evaluation rubrics (评价量规/评估量表) from teaching plan (教案) content. Supports text input, pasted content, and file uploads (PDF/Word/Markdown). Covers primary, secondary, and vocational

📦 AI-powered dependency update assistant. Intelligently update npm/yarn packages with safety checks, breaking change detection, and automated testing. Keep dependencies fresh without breaking your ap

Comprehensive web quality audit covering performance, accessibility, SEO, best practices, and browser automation testing. Supports automated testing with PinchTab for headless/headed browser control,

Genera una lista de verificación completa para antes del lanzamiento, día del lanzamiento y después del lanzamiento para cualquier versión de producto. Úsalo cuando prepares un lanzamiento de producto

A股每日复盘生成技能。当用户说"帮我复盘今天A股"、"A股每日复盘"、"生成今日复盘"、"复盘一下今天行情"时使用。自动调用通达信（TDX）获取权威行情数据，交叉验证互联网数据，生成结构化Markdown复盘文件。

A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution.

A comprehensive, self-evolving skill designed to diagnose and solve OpenClaw issues by following a structured, multi-stage resolution cycle. It incorporates Proactive Prediction (L2), Robustness Check

Routes to the appropriate agent in the crypto-signals-plugin team. Trigger when the user asks about crypto trade signals, market analysis, price data, crypto news sentiment, Telegram channel publishin

Enables AI agents (e.g. OpenClaw) to understand and use Krump Verify for on-chain move verification against Story IP. Use when the user or agent needs to verify a dance move, pay via USDC.k or x402/EV

Deep-dive research and analysis engine. Triggered by /superthink. Runs an interrogate flow to narrow topic and scope, then executes a 4-stage fully automatic pipeline: (1) master reasoning brief via O

评审专家"判例法"即时指引——评审委员会（组长/成员）在评审环节出现争议（如对"★"条款认定、异常低价判断、实质性参数/品牌认定）时，即时查询全国5万+投诉处理决定中同类问题的财政部门判定规则，告知"若如此认定、未来被投诉后通常如何纠偏"，并提示是否启动澄清程序要求供应商提供客观佐证。触发词："专家争议""★条款怎么认定""异常低价怎么评""成本认定""品牌认定""参数倾向性""需要澄清吗""评审

当用户要查抖音公开数据时使用本技能：搜视频、抓博主作品、读评论、看实时热榜。做选题、找对标、看口碑、追热点即使用户没提"抖音"也适用。不用于发布/剪辑/下载视频或其他平台。

Used for command-shape or live NV-Reason-CXR chest X-ray reasoning smoke tests. Not for diagnosis or clinical reporting.

营销版面审核技能（对外版）- 从广告审核法务视角，对营销素材进行合规性审核。支持图片审核、风险点标注、修改建议。触发词：这个版面、详情页、主图、KT板、直播间文案、素材、文档帮我审核一下。

OpenClaw plugin skill — live Haven pulse, stack verify, registry compare, star chart gate, alignment readiness. Install clawhub:@deepseekoracle/lygo-lattice-pulse.

When the user wants to run influencer, creator, or ambassador partnerships to promote their product — finding and vetting partners, structuring deals, briefing creators, disclosure compliance, and mea

The Supreme Verifier for the Synthetic Economy。自主巡检代码、合约与资产风险。Use when。Use when 需要安全检测、合规审计、漏洞扫描、加密防护时使用。不适用于渗透测试未授权目标。适用于独立开发者、企业团队和自动化工作流场景。支持中文交互，无需复杂配置即开即用。 需要代码生成、编程辅助、调试测试、开发部署时使用。不适用于非技术类的通用任务。

SSQ (Double Color Ball) lottery intelligent analysis: fetches official draw data from cwl.gov.cn, computes hot/cold statistics, frequency distributions, AC values, odd-even ratios, and zone distributi

通过交互式技术选型生成系统设计文档。基于领域知识库进行数据模型设计和集成设计，确保设计与 PRD 数据流对齐。仅当用户要「生成系统设计文档」时使用；分析现有代码库请用 analyze，从代码反推设计主线请用 analyze --phase=deep。

Create, verify, and document DoDAF 2.0/2.1 architecture models with comprehensive completeness and consistency checks. Guides users step-by-step through professional defense architecture design. Outpu