Data & Analytics

nikoxkx Skill

Transforms, reshapes, and validates JSON data structures. Use when normalizing API responses, converting nested JSON to flat tables, or validating JSON against a schema.

nikoxkx Skill

Cleans, transforms, and validates datasets using pandas. Use when preparing raw data for analysis, modeling, or export.

nikoxkx Skill

Analyzes and optimizes slow SQL queries for PostgreSQL, MySQL, or SQLite. Use when queries are slow, or when building efficient queries from scratch.

nikoxkx Skill

Analyzes time series data for trends, seasonality, anomalies, and forecasting. Use when working with timestamped data like metrics, sales, or sensor readings.

nikoxkx Skill

Designs a complete ETL workflow diagram and implementation plan for a given data movement scenario. Use when planning how to move and transform data between source and destination systems.

nikoxkx Skill

Creates data visualizations using matplotlib, seaborn, plotly, or D3.js. Use when generating charts, graphs, dashboards, or exploratory data plots.

nikoxkx Skill

Designs normalized relational database schemas with proper constraints, indexes, and relationships. Use when modeling data for a new application or refactoring an existing schema.

shreyas70773 Bundle

USE FOR ANY Oracle Database request — whether to UNDERSTAND/DESIGN/WRITE (knowledge) or to OPERATE/CHANGE/RECOVER a database (action). Covers SQL & PL/SQL authoring, tuning, schema design, migrations (from PostgreSQL/MySQL/SQL Server/Mongo/Snowflake), JDBC & frameworks, ORDS, SQLcl/MCP, AND full DBA operations: provisioning, backup & recovery (RMAN/Data Pump), patching & upgrades, RAC, Data Guard, GoldenGate, performance/AWR/ASH, space/ASM, users/ roles/privileges, security/TDE/auditing, PDB/multitenant, monitoring/alerting, jobs, flashback, capacity, networking/listener, cloning/refresh, Exadata, OEM, OCI/Autonomous, decommissioning, and ANY ORA-/RMAN-/CRS- error. Trigger even if the user does not name a task or tool. This is the MASTER ROUTER: it sends knowledge questions to the vendored Oracle knowledge base and operational requests to the right tier-gated action domain, always loading the agent-safety patterns and enforcing the autonomy policy (T1 self-exec / T2 dry-run+execute / T3 runbook + human approv

shreyas70773 Bundle

Oracle Database guidance for SQL, PL/SQL, SQLcl, ORDS, administration, app development, performance, security, migrations, and agent-safe database workflows. Use when the user asks to write, edit, rewrite, review, format, debug, tune, or explain SQL; create or refactor PL/SQL; use SQLcl, Liquibase, ORDS, JDBC, node-oracledb, Python, Java, .NET, or database frameworks; troubleshoot queries, sessions, locks, waits, indexes, optimizer plans, AWR, ASH, migrations, schemas, users, roles, privileges, backup, recovery, Data Guard, RAC, multitenant, containers, monitoring, auditing, encryption, VPD, or safe agent database operations.

param087 Skill

Use when writing or reviewing pandas code. Covers idiomatic, vectorized, memory-efficient patterns; avoiding SettingWithCopyWarning, chained indexing, and slow apply loops.

datasiteai Skill

Bulk Q&A Answers skill for Datasite deal rooms. Use this skill whenever a sell-side deal team wants to answer multiple buyer questions at once, generate AI draft responses from VDR content, produce a Q&A tracker spreadsheet, or build a Q&A management dashboard. Triggers include: "answer the Q&A", "draft responses to buyer questions", "process the question list", "generate Q&A tracker", "answer all questions", "bulk answer", "Q&A management dashboard", "respond to diligence questions", or any request to systematically work through a list of buyer questions using data room content as the source. Use this skill proactively whenever a buyer has submitted questions and the deal team wants AI-assisted drafting. Do not use for individual one-off questions outside a structured Q&A process. Do not draft answers from general knowledge — all responses must come from the data room.

datasiteai Skill

VDR Index Setup skill for Datasite deal rooms. Use this skill whenever a user wants to create, propose, design, or set up a Virtual Data Room (VDR) index or folder structure for a deal. Triggers include: "set up a data room", "create a VDR index", "build a deal room structure", "prepare the index", "set up the fileroom", "I need a data room for [deal/company]", or any request to organise or structure documents for due diligence. Also triggers when a user wants to replicate an existing deal room structure or import an index from a spreadsheet or reference deal. This skill MUST be used whenever the user is starting a new deal room or wants to customise the folder hierarchy before documents are uploaded. Do not use to audit or review an existing data room — use gap-analysis, document-quality-check, or risk-analysis-audit for that.

shreyas70773 Bundle

USE THIS SKILL WHENEVER the user mentions database is slow / hung / high CPU, performance tuning, SQL tuning, execution plan / explain plan, AWR / ADDM / ASH, SQL Tuning Advisor, SQL profile, SQL plan baseline (SPM), SPA / SQL Performance Analyzer, optimizer statistics / DBMS_STATS / histograms / data skew, top SQL / resource consumers, blocking locks / runaway / kill session, wait event / wait class analysis, latch / mutex / "cursor: pin S" / "cache buffers chains" contention, SGA / PGA / memory tuning, optimizer parameters (optimizer_*, cursor_sharing, OFE), parallel execution / PX downgrades, real-time SQL monitoring, Database Replay (RAT / workload capture & replay), partitioning strategy, or any of the symptoms/errors ORA-04031 (shared pool), ORA-04030 (PGA), ORA-00060 (deadlock), ORA-01555 (snapshot too old), "log file sync", "db file sequential/scattered read", "library cache" / "row cache" lock — EVEN IF they do not name a specific task or tool. Covers L1 triage, L1/L2 read-only diagnostics (AWR/ADDM/

ramkansal Bundle

Triage and investigate Burp Suite proxy traffic through the Burp MCP server, and manage TLS pass-through to silence tracker/analytics noise. Use this whenever the user asks you to look at captured traffic, proxy/HTTP history, find bugs in recorded requests, trace a login/auth flow, follow what happened after a request, locate where a token/cookie/parameter appears, OR quiet down a noisy Burp history by excluding third-party trackers from interception. Teaches the flat-table → pick-id → drill-in → follow-sequence workflow (never dump the whole history) plus the find-noise → TLS-pass-through loop.

hashstacs-global Bundle

读取**飞书在线云文档**（URL 含 `/docx/` 或 `/docs/`，或 Wiki 节点 obj_type=docx/doc）内容，返回 Markdown。 **不处理云盘附件文件**（Word .docx/PDF/Excel 等二进制文件）—— 那种请用 feishu-docx-download。

zuoguyoupan2023 Skill

Use @bilig/workpaper WorkPaper state for workbook formulas, agent spreadsheet tools, MCP file-backed or remote demo editing, and XLSX formula bug reports without driving spreadsheet UI.

zuoguyoupan2023 Skill

Use bilig-workpaper WorkPaper state for workbook formulas, agent spreadsheet tools, MCP file-backed or remote demo editing, and XLSX formula bug reports without driving spreadsheet UI.

zuoguyoupan2023 Skill

Use this skill when reading video-analytics metrics, incidents, alerts, and sensor data via the VA-MCP server (port 9901). Not for live VLM or incident-range narrative reports.

zuoguyoupan2023 Skill

Use this skill when producing a VSS analysis report — Mode A per-clip VLM, Mode B incident-range via video-analytics. Not for real-time alerts or ad-hoc Q&A.

hashstacs-global Bundle

飞书电子表格（Sheets）工具。支持读写单元格、追加行、查找内容、创建表格、导出 xlsx/csv。 电子表格类似 Excel/Google Sheets，与多维表格（Bitable）是不同产品。

zuoguyoupan2023 Bundle

Use for VSS alert workflows — real-time monitoring, Alert-Bridge subscriptions, Slack notifications, incident queries, camera onboarding. Not for non-alert analytics.

zuoguyoupan2023 Skill

Use @bilig/workpaper WorkPaper state for workbook formulas, agent spreadsheet tools, MCP file-backed or remote demo editing, and XLSX formula bug reports without driving spreadsheet UI.

zuoguyoupan2023 Bundle

Parse FCS (Flow Cytometry Standard) files v2.0-3.1. Extract events as NumPy arrays, read metadata/channels, convert to CSV/DataFrame, for flow cytometry data preprocessing.

zuoguyoupan2023 Bundle

All-in-one web toolkit powered by parallel-cli, with a strong emphasis on academic and scientific sources. Use this skill whenever the user needs to search the web, fetch/extract URL content, enrich data with web-sourced fields, or run deep research reports. Covers: web search (fast lookups, research, current info — prioritizing peer-reviewed papers, preprints, and scholarly databases), URL extraction (fetching pages, articles, academic PDFs), bulk data enrichment (adding fields to CSV/lists from the web), and deep research (exhaustive multi-source reports grounded in academic literature). Also handles setup, status checks, and result retrieval. Use this skill for ANY web-related task — even if the user doesn't mention 'parallel' or 'web' explicitly. If they want to look something up, fetch a page, enrich a dataset, investigate a topic, find academic papers, check citations, or review scientific literature, this is the skill to use.

zuoguyoupan2023 Bundle

Statistical visualization with pandas integration. Use for quick exploration of distributions, relationships, and categorical comparisons with attractive defaults. Best for box plots, violin plots, pair plots, heatmaps. Built on matplotlib. For interactive plots use plotly; for publication styling use scientific-visualization.

zuoguyoupan2023 Skill

Recalculate XLSX formula outputs in Node.js after cell edits without opening Excel, LibreOffice, or browser automation.

zuoguyoupan2023 Skill

Manage and query Agent Platform RAG Engine Corpora and retrieve grounded contexts using the Google GenAI SDK. Use when listing RAG corpora or files, inspecting a corpus, retrieving contexts, or generating content grounded in a RAG corpus. Do not use for standard database queries (use SQL/Spanner skills), Google Workspace RAG, or other RAG products like gRAG.

zuoguyoupan2023 Skill

Recalculate XLSX formula outputs in Node.js after cell edits without opening Excel, LibreOffice, or browser automation.

zuoguyoupan2023 Bundle

Zero-shot time series forecasting with Google's TimesFM foundation model. Use for any univariate time series (sales, sensors, energy, vitals, weather) without training a custom model. Supports CSV/DataFrame/array inputs with point forecasts and prediction intervals. Includes a preflight system checker script to verify RAM/GPU before first use.

zuoguyoupan2023 Skill

Guides you step-by-step through defining a calculated attribute (dimension) on a Honeydew entity. Covers SQL expression building and pushes to Honeydew via the MCP tools.

zuoguyoupan2023 Skill

Guides you through defining a new Honeydew entity from a data warehouse source — covering source type, granularity key, and initial attribute mapping — then pushes to Honeydew via the MCP tools.

zuoguyoupan2023 Bundle

Export and sync Douban (豆瓣) book/movie/music/game collections to local CSV files via Frodo API. Supports full export (all history) and RSS incremental sync (recent items). Use when the user wants to export Douban reading/watching/listening/gaming history, back up their Douban data, set up incremental sync, or mentions 豆瓣/douban collections. Triggers on: 豆瓣, douban, 读书记录, 观影记录, 书影音, 导出豆瓣, export, backup, sync, collection.

zuoguyoupan2023 Bundle

Use Databricks built-in AI Functions (ai_classify, ai_extract, ai_summarize, ai_mask, ai_translate, ai_fix_grammar, ai_gen, ai_analyze_sentiment, ai_similarity, ai_parse_document, ai_query, ai_forecast) to add AI capabilities directly to SQL and PySpark pipelines without managing model endpoints. Also covers document parsing and building custom RAG pipelines (parse → chunk → index → query).

zuoguyoupan2023 Bundle

Create Databricks AI/BI dashboards. Must use when creating, updating, or deploying Lakeview dashboards as Databricks Dashboard have a unique json structure. CRITICAL: You MUST test ALL SQL queries via CLI BEFORE deploying. Follow guidelines strictly.

wenyi-li Bundle

Run AI-driven benchmark searches on AMD ROCm with tiered server-flag sweeps for vLLM/SGLang, canonical dataset preparation, SLA or fixed-QPS benchmarking, CSV export, and resume. Adapted from SGLang auto-benchmark for MI355X (gfx950) / MI300X (gfx942) on ROCm 7.x. Use when the user wants an automated benchmark workflow on AMD GPUs rather than a one-off bench_serving command. Integrates with amdpilot executor task_spec_json for resource-aware launch.

surendranb Bundle

Configure dashboard creation to ensure accurate data tracking and attribution.