Skill rating

dbt (data build tool) transforms data in your warehouse using SQL SELECT statements. Learn project setup, models, tests, documentation, incremental materializations, and integration with data warehous

Framework for scaling Python applications from a laptop to a cluster. Includes Ray Core for distributed computing, Ray Serve for model serving, Ray Tune for hyperparameter optimization, and Ray Data f

Weekly review of memory and blocked items. Extract friction patterns, create skills, and update autonomy baseline.

上传 CSV 数据文件，自动生成 9 种常用 ggplot2 图表（散点图、柱状图、箱线图、折线图、直方图、分面图等）。零代码可视化，支持 Docker/Singularity 免安装运行。

Monitor a Dataify Builder task through completion, recover safely after interruption, or guide cross-platform DATAIFY_API_TOKEN setup. Use automatically after scraper submission, when the user provide

AI Agent cluster orchestration platform - manage, schedule, and coordinate multiple AI agents locally with FastAPI backend and React dashboard

数据分析 - 加载CSV/JSON自动计算统计描述(均�?中位�?标准�?极�?，异常检测，趋势分析，结果本地持久化

小红书自动化运营工具-支持：搜索笔记、查看笔记详情及评论。 当用户提及 xiaohongshu、小红书、RedNote，或需要在该平台进行内容调研时使用。

AI 医学报告解读助手 — 上传检验报告 PDF，AI 自动解读关键指标，查询最新医学文献，生成结构化健康解读报告并支持一键发布。

九维雷达V3.0终极选股系统——基于行为金融学、量化因子与网络分析的中国A股选股框架，专为筛选"未来一年翻倍潜力股"设计。当用户需要：筛选股票池中翻倍概率最高的标的、全A股扫描输出S级TOP名单、对单只标的做九维深度评分(估值/超跌/质量/景气度/NLP情绪/网络结构/预期差/动量择时/市值弹性)、构建投资组合、讨论三档建仓与止损风控时，调用此skill。

盘中放量上涨阳线股票扫描器。当用户询问盘中选股、放量突破、放量上涨、阳线筛选、盘中扫描、量比选股、突破选股、Break Watch，或提到'放量'、'上涨'、'阳线'、'盘中选股'、'量比'、'突增'等术语时触发此技能。通过通达信 pytdx 获取实时行情，筛选同时满足放量、上涨、收阳线三个条件的 A 股股票，输出结构化信号列表。

从网页抓取结构化数据并填写到任意 Excel 文件的通用技能。 触发场景： - 用户说"帮我把网页上的参数填到 Excel"、"从网站抓数据到表格"、 "网页参数录入 Excel"、"爬取数据并填写 Excel"、或任何类似表达 - 用户提供网址和 Excel 文件，要求自动抓取并填写 - 批量从多个网页抓取数据，填入 Excel 模板 使用时用户会提供：① 目标 Excel 文件路径 ②

MiniMax Office办公技能包 - Word/Excel/PDF/PPT四大专业文档生成。基于.NET OpenXML SDK、底层XML直操作、Playwright+ReportLab双引擎。一键生成可直接交付的专业办公文档。

Detects tests proving platform behavior instead of local product behavior. Use when auditing product-behavior focus.

Audits E2E coverage for critical user-visible journeys and wasteful E2E tests. Use when reviewing E2E journey value.

Analyze Riffrec feedback captures from bundles or standalone recordings. Always load for `riffrec-*.zip`, `session.json` + `events.json` + `recording.webm` + `voice.webm` bundles, `.mp4`/`.mov`/`.webm

Use this skill when inspecting Blender characters, rigs, poses, animation retargeting, ground contact, facing direction, or model-vs-motion alignment where screenshots alone are not enough.

Identifies missing tests for unique critical local logic: money, auth, permissions, data integrity, algorithms, and domain rules. Use when auditing critical logic coverage gaps.

Checks layer leakage in method signatures, missing DTOs, entity leakage to API, inconsistent error contracts. Use when auditing API contracts.

Clinical variant interpretation from raw variant calls to ACMG-classified recommendations with structural impact analysis. Use for VUS classification, pathogenicity assessment with cited criteria, str

Apple Search Ads campaign strategy for indie developers — paid acquisition, keyword bidding, budget planning, and ROAS optimization. Use when user asks about running ads, paid user acquisition, or App

Use when the user asks to make something faster, try many variants, run recursive optimization, benchmark latency/throughput/cost, or choose the best implementation by repeated measured tests.

Use when large data ingestion, backfill, export, ETL, warehouse loading, manifest catch-up, or table synchronization needs to become much faster while preserving data correctness.

Meta-skill for publication-ready figures. Use when creating journal submission figures requiring multi-panel layouts, significance annotations, error bars, colorblind-safe palettes, and specific journ

Scores each test by portfolio value and returns KEEP/DELETE/MERGE/REWRITE. Use when pruning test-suite cost.

Use this skill to migrate identified PostgreSQL tables to Timescale/TimescaleDB hypertables with optimal configuration and validation. **Trigger when user asks to:** - Migrate or convert PostgreSQL t

Write and debug spreadsheet formulas (Excel/Google Sheets), pivot tables, and array formulas; translate between dialects; use when users need working formulas with examples and edge-case checks.

Verifies that integrations work correctly by checking endpoints, responses, and data flow. Spawned by /gsd:complete-milestone orchestrator.

Build macroeconomic and rates dashboards combining macro indicators, yield curves, inflation breakevens, and swap rates. Use when monitoring macro conditions, analyzing yield curve shape, decomposing

Analyze the interest rate swap curve by pricing swaps at multiple tenors, overlaying government and inflation curves, and identifying curve trade opportunities. Use when analyzing swap curves, computi

Reduces JS/TS bundle size via tree-shaking, code splitting, and unused dependency removal. Use when optimizing frontend bundle size.

Screen US stocks for high-quality dividend opportunities combining value characteristics (P/E ratio under 20, P/B ratio under 2), attractive yields (3% or higher), and consistent growth (dividend/reve

Use for latency-sensitive systems such as realtime dashboards, market data, streaming agents, execution gateways, queues, caches, or HFT-like infrastructure where freshness and p95 latency matter.

Analyze the bond futures basis by pricing futures, identifying the cheapest-to-deliver, and comparing with yield curves to assess delivery option value and basis trading opportunities. Use when analyz

Create, read, analyze Excel workbooks — formulas, financial models, data analysis, recalculation, and CSV/TSV conversion. USE WHEN xlsx, Excel, spreadsheet, formulas, financial model, data analysis.

Provides comprehensive memory file management capabilities including auditing, quality assessment, and targeted improvements for files such as CLAUDE.md. Use when user asks to check, audit, update, im

Optimizes a React Native app by profiling first to find real bottlenecks, then sweeping for mechanical issues. Entry-point for all performance work. Use when the app feels slow, user asks to optimize,

Evaluate an AI product idea across outcomes, hypotheses, risks, and positioning. Use when deciding whether an AI solution deserves investment or recommendation.

Guided statistical analysis with test selection and reporting. Use when you need help choosing appropriate tests for your data, assumption checking, power analysis, and APA-formatted results. Best for

Scans codebase for hardcoded secrets with severity classification and remediation guidance. Use when auditing a project for leaked credentials.

VCF and variant analysis — parsing, annotation, classification (synonymous, missense, frameshift, stop_gained), VAF filtering, coding vs non-coding categorization, multi-condition variant comparison.

Guidance for using asc cli in this repo (flags, output formats, pagination, auth, and discovery). Use when asked to run or design asc commands or interact with App Store Connect via the CLI.

Automatically fix broken OpenCLI adapters when commands fail. Load this skill when an opencli command fails — it guides you through diagnosing the failure via OPENCLI_DIAGNOSTIC, patching the adapter,

Comprehensive drug-target intelligence — tissue expression (GTEx, HPA), pathways, protein interactions (STRING), variant landscape (ClinVar, gnomAD), druggability (DGIdb, ChEMBL approved drugs). 9 par

Configure autoscaling for Kubernetes, VMs, and serverless workloads based on metrics, schedules, and custom indicators.

Design and implement scalable test automation frameworks with Page Object Model, fixtures, and reporting. Use for test framework, page object pattern, test architecture, test organization, and automat

Replaces custom modules with OSS packages using atomic keep/discard testing. Use when migrating custom code to established libraries.

Create a shared ServiceDefaults project for Aspire applications. Centralizes OpenTelemetry, health checks, resilience, and service discovery configuration across all services.

Write a user-centered problem statement with who is blocked, what they are trying to do, why it matters, and how it feels. Use when framing discovery, prioritization, or a PRD.

Query the CZ CELLxGENE Census programmatically for versioned public single-cell and spatial transcriptomics data. Use when you need population-scale cell metadata, gene expression slices, Census summa