Data Analysis AI Skills

Measure GTM with the metrics that matter (net developer retention, DREAM funnel) instead of vanity numbers. Use when the user has dashboards full of stars and pageviews but can't tell if go-to-market…

创建适用于图表渲染插件的 Chart.js 图表。当用户要求把数据做成图表、可视化趋势、比较分类或展示占比时使用。

Queries local analytics across OrchestKit projects for agent usage, skill frequency, hook timing, team activity, session replay, cost estimation, and model delegation trends. Privacy-safe with hashed…

Lookalike company API skill for Claude Code and Codex: find companies that resemble a seed account by reconstructing its firmographic, technographic, and industry profile, then surfacing similar…

Analyze Dividend Aristocrats (25+ years of consecutive dividend increases) for income reliability and total return. Use when the user asks to evaluate dividend aristocrats, calculate dividend…

Enumerates Active Directory trust relationships and exploits them for cross-domain and cross-forest privilege escalation. Covers trust enumeration (nltest, PowerView, BloodHound), SID history…

MLB data via ESPN public endpoints and the official MLB Stats API — scores, standings, rosters, schedules, game summaries, injuries, leaders, and news, plus an analytics backend: pitch-level…

Consulting-grade research reports: framework + final report.

Continuous self-improvement system for Hermes Agent. Analyzes your past sessions to find recurring failures and skill gaps, then automatically creates or patches skills and runs self-evolution to fix…

Manage email inboxes, list and search inbound messages, threads, sender filters, and reply to or forward messages. Use for building email agents that read and respond to incoming email.

Use when writing a strategy that captures short-squeeze setups on Hyperliquid perps — squeeze, short squeeze fuel, negative funding rally, fade the shorts, paid to long. Goes long when funding APR is…

The long-form-to-Shorts + sound-off captions mini-skill (Opus Clip / CapCut / Submagic). Use when someone wants to "clip my podcast/webinar/long video into Shorts," "make TikToks/Reels from a YouTube…

Read-only: mines order history to find product pairs and triplets frequently purchased together, generating cross-sell and bundle recommendations.

Define measurable success metrics (KPIs) tied to product type during PRD v0.3 Commercial Model. Triggers on requests to define success metrics, set KPI targets, determine what to measure, establish…

Clay search — find people or companies in Clay's GTM database with advanced queries and page through the matches. Use when the user wants to search Clay for prospects/accounts, not query an existing…

Show stored project choices and re-enter the skill that can change one. Trigger when the user asks what we decided, what the current settings are, or to change a stored project choice. SKIP an…

商业智能助手 - 专业的BI系统设计与业务决策支持专家。适用场景： (1) BI报表与仪表板设计 (2) KPI指标体系构建与监控 (3) 业务数据可视化方案 (4) 管理驾驶舱设计 (5) 自助分析平台规划 (6) BI工具选型与实施 (7) 数据驱动决策支持 触发关键词：商业智能、BI报表、仪表板、Dashboard、KPI、数据可视化、管理驾驶舱、自助分析、决策支持、数据看板、经营分析

Analyzes and manipulates spreadsheet data (Excel/CSV). Use when working with tabular data.

Staff+ DBA SQL patterns targeting what Claude's defaults miss - multi-column statistics, operator classes, keyset pagination, silent performance anti-patterns. Use when writing complex SQL, reviewing…

Find, diagnose, and fix misalignment in corporate settings. Use this skill when teams are stuck, decisions aren't being made, meetings are dysfunctional, or there's confusion about who has authority.…

Build safe, version-pinned telemetrygen commands for synthetic OTLP traces, metrics, and logs. Use for “send sample traces to this collector,” “load-test an OTLP endpoint,” “generate traffic to verify…

Transform raw data from CSVs, Google Sheets, or databases into executive-ready reports with visualizations, key metrics, trend analysis, and actionable recommendations. Creates data-driven narratives…

Evaluate page content for usefulness, E-E-A-T, readability, thinness, and AI citation readiness, plus last-mile draft cleanup (AI-typical phrasing and invisible Unicode watermark characters). Use for…

把文章主题、产品介绍或技术项目编译成新粗野主义（Neubrutalism）风格生图提示词：粗黑边框、硬偏移阴影、扁平撞色块、超大标题字、组件感构图。用户提到新粗野主义、粗野主义风格封面、Neubrutalism、neo-brutalism、Gumroad风格、粗黑边框、硬阴影、反精致设计、组件感封面时使用。先判断三个方向（文章封面/产品视觉/开发者视觉）再编译单条确定性提示词；产品和开发者方向默认…

Designs or reviews logs, metrics, traces, alerts, correlation, dashboards, and diagnostic instrumentation so failures and performance changes can be detected and explained at component boundaries. Use…

Build interactive presentation websites — slide decks projected to a room, controlled by one presenter. Use this skill WHENEVER the user wants to create, build, or design a presentation, slide deck,…

当开发无服务器函数时，分析函数架构设计，优化冷启动性能，解决函数扩展问题。验证事件处理，设计微服务架构，和最佳实践。

Design scalable, normalized database schemas with proper relationships, indexes, constraints, and migration strategies for relational and NoSQL databases. Use when designing database schemas, planning…

Get developers to "Hello World" fast with optimized quickstarts, tutorials, and sample apps. Trigger phrases: developer onboarding, time to first value, quickstart guide, hello world tutorial,…

Run fast one-liner queries to 20+ bioinformatics databases from the gget CLI or Python — gene info (Ensembl), BLAST, AlphaFold structures, Enrichr enrichment, and more. Use for quick interactive…

Orchestrate end-to-end backend feature development from requirements to deployment. Use when coordinating multi-phase feature delivery across teams and services.

View Self-Evolving Loop session status, history, and memory metrics

Review ServiceNow server-side scripts for ES5 violations, ACL/injection/XSS issues, N+1 queries, missing setLimit/error handling, hard-coded sys_ids, and business-rule recursion risks.

Copilot agent that assists with project planning, scheduling, risk management, and progress tracking for software development projects Trigger terms: project management, project plan, WBS, Gantt…

Build a new dashboard, or update an existing one, from a set of insights — the same job the in-app assistant does with its upsert-dashboard tool, but over MCP. Use when a user asks to create a…

Infrastructure skill — DCC-agnostic observability primitives: generate error reports, capture screenshots, query audit logs, inspect tool performance metrics, and monitor process health. Works in any…

Use when user asks "进度怎样", "做到哪了", "项目状态", "当前状态", "进展", "看看进度", "总览", "dashboard", "pace-status", or wants to see project development progress and current state overview. NOT for next-step…

Design a complete GTM operating system — revenue model, data model, operating model, growth model, and GTM model per WbD's 6-model framework. Use when designing a GTM system from scratch, auditing an…

Official Capacitor package guide plus Capgo ecosystem plugin recommendations. Use this skill when users need native functionality, want the right official Capacitor package, or need a stronger…

Deploy and configure Dynatrace — OneAgent Kubernetes Operator, code-level instrumentation, Log Monitoring, custom metrics, SLOs, Dashboards, anomaly detection, Davis AI, and live incident…

Comprehensive toolkit for creating, analyzing, and visualizing complex networks and graphs in Python. Use when working with network/graph data structures, analyzing relationships between entities,…

Use when preparing data for machine learning from SQL Server — feature engineering in T-SQL, building training/test datasets, statistical aggregations for ML pipelines, sampling strategies, data…

stripe should become a local, searchable operational workspace, not only an endpoint wrapper. Use for 587 operation/source entries against https://api.stripe.com/.

Use whenever the user wants to find, shortlist, vet, or enrich US web development firms — building, refreshing, or rebuilding marketing sites, landing pages, ecommerce, WordPress/Webflow/Shopify,…

Marketing operations for B2B revenue teams: lead scoring, attribution, campaign tracking, and handoff protocols. Use when the user mentions marketing operations, marops, lead scoring, MQL definition,…

Guidance for analyzing network packet captures (PCAP files) and computing network statistics using Python, with tested utility functions.

Check a code change against operational history - past incidents, outages, and on-call fixes - so a review catches regressions of hard-won production lessons. Two lanes - git archaeology (blame the…

After a remediation plan has been executed, verify that findings were resolved without introducing new issues. Updates AUDIT.md with resolution status, cleans up REMEDIATION.md, and confirms the…

Report sports analysis and modeling results with the question, data, methods, validation, baselines, metrics, interpretation, limits, figures, and reproduction pointers. Use for research notes,…

Use when implementing complete CRUD operations, including Create, Read, Update, Delete patterns with proper validation, error handling, and business logic. Includes soft delete, restore, bulk…

Add Drizzle ORM with expo-sqlite for offline-first Android storage. Use when the user says 'add drizzle', 'offline sqlite android', 'local database rn'.