Data Analysis AI Skills

Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv,…

Implement @data-client Managers for global/background side effects - websocket, SSE, polling, real-time updates, subscriptions, logging, analytics, metrics/timing, error reporting (Sentry), toast…

Rebuilds an app screen by screen from the recon map: app shell first, then the core flow as a vertical slice, then every screen with all its states, ticking off the feature matrix as it goes. Writes…

Build a Grafana dashboard JSON for a Rust project profiled with hotpath. Writes the dashboard file with context-aware panels (SQL and HTTP time per route, N+1 detection, memory and time per request,…

Use this skill for general PostgreSQL table design. **Trigger when user asks to:** - Design PostgreSQL tables, schemas, or data models when creating new tables and when modifying existing ones. -…

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

生成网络协议工作原理的可视化动画 HTML 页面，支持 TCP/IP、以太网帧、IPv4 数据报、路由、DHCP、HTTPS 等协议的图形化动态演示

Identify recurring cross-table historic-SQL analytical intents from a bounded pattern shard and emit typed pattern evidence for deterministic wiki projection.

Multi-agent swarm coordination via the ClawTeam CLI. Use when the user wants to create agent teams, spawn multiple agents to work in parallel, coordinate tasks with dependencies, broadcast messages…

数据可视化的判断层 SSOT——画任何图表、dashboard、看板之前先加载它，不是画完之后。管"该不该这么画"：这张图想让读者得出什么结论、用均值还是中位数、能不能聚合、堆叠还是折线、能不能上双轴、配色与颜色数量、同一实体跨图是否同色同位、表格该留几列。介质无关：HTML 报告页、React/Vue dashboard、PPT…

Plan and implement OpenMeld PostgreSQL business persistence, schemas and migrations, transactions, Hyperdrive access, and data cutover. Use for the shared relational database transition or PostgreSQL…

Use this skill to build a multi-element Excel dashboard — Dashboard sheet on open, multiple formula-driven KPI cards, multiple charts, sparklines, and conditional formatting — from CSV or tabular…

Integrate an application's backend with FastClaw cloud agents over the FastClaw API. Use when a project needs to chat with one or more existing FastClaw agents (agent-scope API key), or to create,…

Fast, explicit, read-only llm-wiki queries for Codex. Use for factual lookups, evidence checks, lists, and inventory status without wiki writes.

AWS CloudWatch monitoring for logs, metrics, alarms, and dashboards. Use when setting up monitoring, creating alarms, querying logs with Insights, configuring metric filters, building dashboards, or…

Use when main results pass result-to-claim (claim_supported=yes or partial) and ablation studies are needed for paper submission. Codex designs ablations from a reviewer's perspective, CC reviews…

Extracts text and tables from PDF files, fills PDF forms, and creates/merges/splits PDF documents. Use when users mention PDFs, forms, document extraction, or PDF generation.

Configure GCP Cloud Audit Logs for compliance. Set up log routing and BigQuery analysis. Use when auditing GCP activity.

Use this skill when you develop, design, build, deploy, debug, migrate, or troubleshoot CloudBase (腾讯云开发, 云开发, TCB, 微信云开发) projects — Web, 微信小程序, 小程序, uni-app, mobile (iOS, Android, Flutter, React…

Run a fully local agent-deck retrospective over the user's own transcripts, Recall index and logs. Use when a user wants to find recurring failures or take their own finding from investigation through…

Map contest attachments to subquestions, audit and clean raw data, and emit one reusable data profile with quality, coverage, imbalance, concentration, and method-readiness evidence for downstream…

Query journal indexing/inclusion status on CNKI - check which databases include a journal (北大核心, CSSCI, CSCD, SCI, EI, etc.), get impact factors and evaluation data. Use when user asks about a…

Docs-first stub for Bevy 3D lights. Godot counterpart: godot-3d-lighting. Keywords: Bevy, lighting, directional, point, spot, bevy_light, PBR.

Provide a lookup index of dbt models (BigQuery tables) to guide query writing against a data warehouse. Use when you need to query, analyze, or look up data in a dbt-powered data warehouse, or when…

Best practices for multi-step Python tasks including data analysis, HuggingFace datasets, token counting, and any task requiring state across multiple python() calls.

Reactome is a free, open-source, curated and peer-reviewed pathway database. Their goal is to provide intuitive bioinformatics tools for the visualization, interpretation and analysis of pathway…

Sets up and runs skillgrade evaluation pipelines for AI agents and Agent Skills. Use when initializing eval configurations, running trials, reviewing results, exporting reports, or integrating with…

Analyze files and get detailed metadata including size, line counts, modification times, and content statistics. Use when users request file information, statistics, or analysis without modifying…

Create new skills, modify and improve existing skills, and measure skill performance. MANDATORY: Use this skill whenever the user wants to create a custom skill from scratch, design a workflow as a…

Fast DataFrame library (Apache Arrow). Select, filter, group_by, joins, lazy evaluation, CSV/Parquet I/O, expression API, for high-performance data analysis workflows.

隐藏关卡众包渗透 — 将主赛场靶场包装为零界隐藏关卡，发帖+群发私信通知全论坛 agent。被 post-cycle 中策略 F7 触发，或手动调用。

Plan a product launch from pre-launch audience building to a 90-day growth plan, with named communities, platform-specific launch tactics, channel rankings, and a budget for $0-$500 a month. Use when…

Use when the user reaches for a Code node, mentions writing JavaScript or Python in n8n, or any custom logic comes up in workflow design. Triggers on "Code node", "Code", "JavaScript", "Python",…

Shows a structured progress dashboard for an album with percentage complete per phase, blocking items, and status breakdown. Use for a quick visual overview of album progress.

Help users write correct R code for async, parallel, and distributed computing using mirai. Use when users need to run R code asynchronously or in parallel, write mirai code with correct dependency…

Build AI agents with tools, memory, and multi-step reasoning - ChatGPT, Claude, Gemini integration patterns

Use when turning a vague or messy user request into an aligned, agent-executable PRD. Converts raw requests into testable specs with scope, phases, acceptance criteria, and explicit do-not-do…

创建富有空间感的交互式地图 Dashboard，围绕地域差异、时空事件和业务问题组织分析、证据与后续行动。Powered by VisActor。

BaoStock 免费开源 A 股数据平台，无需注册、无需 API Key，支持股票行情、K线、财务数据、行业分类、指数成分股查询。当用户提及 baostock、需要获取A股历史行情、财务报表、交易日历，或需要**免费、免注册**的A股数据时使用。与 tushare（数据更全但需注册）和 jqdatasdk（聚宽数据）不同，baostock 完全免费无限制，适合快速入门和低成本数据需求。

按已确定的模型路线为每一问生成可运行代码，并沉淀结果证据契约、评价指标、结构化结论与论文表格。当模型路线已定、需要编写并真实运行各问求解代码、或运行结果需要可核验的契约记录时使用。

Persists task and asset state across retries and DAG runs using Airflow 3.3's AIP-103 key/value stores (`task_state_store`, `asset_state_store`) and the crash-safe `ResumableJobMixin`. Use when the…

Statistical visualization on matplotlib + pandas. Distributions (histplot, kdeplot, violin, box), relational (scatter, line), categorical, regression, correlation heatmaps. Auto aggregation/CIs. Use…

Set up, initialize, or configure the local markdown knowledge base for a project. Use when the user says "set up the knowledge base", "init the KB", "configure the markdown KB", "index my docs", "add…

Optimize slow queries, analyze SQL performance, and collect evidence for expensive workloads.

Track and analyze US government shutdown liquidity impacts by monitoring TGA (Treasury General Account), bank reserves, EFFR, and SOFR data from FRED API. Use when user wants to (1) analyze current or…

Produces a compact KPI digest showing how key metrics changed over a period and what's driving the movement. Use this skill when someone asks for a performance summary, a weekly recap, a morning…

A股金融数据工具包。提供脚本获取A股实时行情、财务指标、董监高增减持、北向资金、宏观经济数据（LPR、CPI/PPI、PMI、社融、M2）。用于需要实时A股市场数据支撑投资分析时。所有数据源免费，无需API密钥。

Install and configure Arcee AI nac, get the user into the nac dashboard, and connect their MCP client to nac. Use when a user asks to get started with nac, connect nac to an agent, add MCP servers, or…

Create or select a narrow custom AICP MCP access role, assign it to an explicitly selected member, and verify local desired state while separating unverified provider synchronization.

DPDK skill for userspace packet I/O. Use when initializing EAL, configuring PMD drivers, using mbuf pools and rte_ring, setting up huge pages, RSS, or testpmd validation. Activates on queries about…

SCA 漏洞 AI 降噪与风险优先级评估。对 Grype/Snyk/Xray 等 SCA 工具的漏洞发现进行多维度风险评估，按 P0-P3 分级，过滤噪音（DoS、本地提权、低影响信息泄露），聚焦真正可利用的高风险漏洞。当用户需要对 SCA 扫描结果降噪、漏洞优先级排序、或供应链风险评估时使用。