Search Results for "data" | AgentCC

Knowledge Database

This skill should be used when the user asks about remembering things, knowledge management, searching past decisions, storing learnings, or persistent memory. It provides a SQLite FTS5-powered knowledge database for persistent memory across sessions.

mongodb-setup-and-basic-operations

Install MongoDB and perform basic database operations with collections and documents

azure-postgres-ts

Connect to Azure Database for PostgreSQL Flexible Server from Node.js/TypeScript using the pg (node-postgres) package. Use for PostgreSQL queries, connection pooling, transactions, and Microsoft Entra ID (passwordless) authentication. Triggers: "PostgreSQL", "postgres", "pg client", "node-postgres", "Azure PostgreSQL connection", "PostgreSQL TypeScript", "pg Pool", "passwordless postgres".

Azure Cosmos DB SDK for Java (azure-cosmos-java)

Azure Cosmos DB SDK for Java. NoSQL database operations with global distribution, multi-model support, and reactive patterns. Triggers: "CosmosClient java", "CosmosAsyncClient", "cosmos database java", "cosmosdb java", "document database java".

Neon Postgres

Expert patterns for Neon serverless Postgres, branching, connection pooling, and Prisma/Drizzle integration. Use when: neon database, serverless postgres, database branching, neon postgres, postgres serverless.

digital-economy-technology

Use AgentPMT external API to run the Global Digital Economy & Connectivity Data tool with wallet signatures, credits purchase, or credits earned from jobs.

chroma

Open-source embedding database for AI applications. Store embeddings and metadata, perform vector and full-text search, filter by metadata. Simple 4-function API. Scales from notebooks to production clusters. Use for semantic search, RAG applications, or document retrieval. Best for local development and open-source projects.

api-database-prisma

Prisma ORM, type-safe queries, migrations, relations

Pydantic Models (Python)

Create Pydantic models following a multi-model pattern with Base, Create, Update, Response, and InDB variants. Use this pattern when defining API request and response schemas, database models, or data validation rules. The pattern separates common/shared fields into a Base model, required fields for creation into a Create model, optional fields for patch/update operations into an Update model, response shapes into a Response model, and a DB-specific model (InDB) that includes a doc_type for storage systems such as Cosmos DB. Key features include a ready-to-copy template, support for camelCase aliases via Field aliases and Config.populate_by_name, optional fields in Update to support PATCH semantics, and an InDB model tailored for Cosmos DB usage. Benefits include consistent API contracts, fewer runtime errors, easier frontend-backend integration, and simple integration into a project structure (models directory and exports). It is also convenient for generating corresponding TypeScript types.

RAG Engineer

Expert in building Retrieval-Augmented Generation (RAG) systems. Masters embedding models, vector databases, chunking strategies, and retrieval optimization for LLM applications. Use when: building RAG, vector search, embeddings, semantic search, or document retrieval.

erp-integration-analysis

Analyze ERP system integration for construction data flows. Map and optimize data flows between ERP modules

datalayer-analytics-playwright

Automated window.dataLayer analytics validation for GTM/GA4. Creates test suites from tracking specs or discovers events from live pages. Supports standard Playwright and BDD modes. Never ship broken tracking again.

Garmin Connect

Fetch complete health and training data from Garmin Connect, including running analysis, Body Battery, training load, sleep monitoring, and more. Supports China-region accounts.

Data Analysis

Turn raw data into decisions with statistical rigor, proper methodology, and awareness of analytical pitfalls.

SQLMap Database Penetration Testing

This skill should be used when the user asks to "automate SQL injection testing," "enumerate database structure," "extract database credentials using sqlmap," "dump tables and columns from a vulnerable database," or "perform automated database penetration testing." It provides comprehensive guidance for using sqlmap to detect and exploit SQL injection vulnerabilities.

xlsx

Use this skill any time a spreadsheet file is the primary input or output. This means any task where the user wants to: open, read, edit, or fix an existing .xlsx, .xlsm, .csv, or .tsv file (e.g., adding columns, computing formulas, formatting, charting, cleaning messy data); create a new spreadsheet from scratch or from other data sources; or convert between tabular file formats. Trigger especially when the user references a spreadsheet file by name or path — even casually (like "the xlsx in my downloads") — and wants something done to it or produced from it. Also trigger for cleaning or restructuring messy tabular data files (malformed rows, misplaced headers, junk data) into proper spreadsheets. The deliverable must be a spreadsheet file. Do NOT trigger when the primary deliverable is a Word document, HTML report, standalone Python script, database pipeline, or Google Sheets API integration, even if tabular data is involved.

supabase

Direct Supabase/Postgres operations for BidDeed.AI and ZoneWise. Query, insert, update, and validate data in Supabase tables. Use when validating auction pipeline results, checking insights logs, debugging data issues, or running ad hoc queries against production data.

timesfm-forecasting

Zero-shot time series forecasting with Google's TimesFM foundation model. Use this skill when forecasting ANY univariate time series — sales, sensor readings, stock prices, energy demand, patient vitals, weather, or scientific measurements — without training a custom model. Automatically checks system RAM/GPU before loading the model, supports CSV/DataFrame/array inputs, and returns point forecasts with calibrated prediction intervals. Includes a preflight system checker script that MUST be run before first use to verify the machine can load the model. For classical statistical time series models (ARIMA, SARIMAX, VAR) use statsmodels; for time series classification/clustering use aeon.

cohort-analysis-creator

Creates cohort analysis creator operations. Auto-activating skill for Data Analytics. Triggers on: cohort analysis creator, cohort analysis creator Part of the Data Analytics skill category. Use when working with cohort analysis creator functionality. Trigger with phrases like "cohort analysis creator", "cohort creator", "cohort".

hedgefundmonitor

Query the OFR (Office of Financial Research) Hedge Fund Monitor API for hedge fund data including SEC Form PF aggregated statistics, CFTC Traders in Financial Futures, FICC Sponsored Repo volumes, and FRB SCOOS dealer financing terms. Access time series data on hedge fund size, leverage, counterparties, liquidity, complexity, and risk management. No API key or registration required. Use when working with hedge fund data, systemic risk monitoring, financial stability research, hedge fund leverage or leverage ratios, counterparty concentration, Form PF statistics, repo market data, or OFR financial research data.

azure-storage-file-datalake-py (Azure Data Lake Storage Gen2 SDK for Python)

Azure Data Lake Storage Gen2 SDK for Python. Use for hierarchical file systems, big data analytics, and file/directory operations.

seo

Optimize for search engine visibility and ranking. Use when asked to "improve SEO", "optimize for search", "fix meta tags", "add structured data", "sitemap optimization", or "search engine optimization".

Excel Sheet

Excel (.xlsx) manipulation via MCP server. Use for creating workbooks, formatting cells, writing formulas, building charts, pivot tables, data analysis, or any task involving Excel spreadsheets.

sqlmap-database-pentesting

This Skill should be used when the user asks to "automate SQL injection testing," "enumerate database structure," "extract database credentials using sqlmap," "dump tables and columns..."

symfony-intl

Access internationalization data (languages, countries, currencies, timezones, locales) from ICU library for building multilingual applications

data-pagination

Implements efficient pagination for large datasets using cursor-based or offset-based approaches to avoid loading entire tables into memory. Use whenever returning lists of records that could grow beyond what's reasonable to return in one response. Triggers on: pagination, page, limit, offset, cursor, infinite scroll, list endpoint, large dataset, next page.

prompt-to-genie

Guide users through creating and managing Databricks AI/BI Genie spaces (Genie rooms) using the Genie API and serialized_space JSON configuration. Covers the full lifecycle: gathering requirements, profiling Unity Catalog tables, configuring data sources with column_configs, defining sample questions, writing SQL expressions (sql_snippets - measures, filters, dimensions), example SQL queries, text instructions, join specs (join_specs), SQL functions, and benchmarks. Manages existing spaces by auditing, diagnosing issues, and optimizing configuration via the PATCH API. Use when the user mentions Genie space, Genie room, serialized_space, knowledge store, sql_snippets, join_specs, column_configs, example_question_sqls, text_instructions, sql_functions, Genie API, prompt matching, entity matching, format assistance, or wants to create, build, set up, configure, update, audit, troubleshoot, or optimize a Genie space.

anki-flashcards

Generate Anki-compatible flashcard decks (.apkg) from text, notes, or structured data.

api-review

API surface consistency and design review. Use when reviewing REST endpoints, data models, response shapes, naming conventions, or pagination patterns.

database-design

Database design principles and decision-making. Schema design, indexing strategy, ORM selection, serverless databases.

PHP Development

PHP 8.0+ development — XAMPP, RESTful APIs, PDO/MySQL/MariaDB, and authentication. Use when building PHP backends, creating API endpoints, configuring XAMPP, or integrating PHP with databases.

data-analyst

An expert in data analysis and visualization. Provides specialist support in data cleaning, statistical analysis, plotting and dashboard creation, reporting, and data storytelling. Works with Python (pandas, matplotlib, plotly), JavaScript (recharts, Chart.js, D3), SQL and Excel. Use this agent when the user mentions concepts such as data, analysis, chart, statistics, report, visualization, dashboard, pandas, trend, metric, or KPI.

database-optimizer

Expert database optimizer specializing in modern performance tuning, query optimization, and scalable architectures. Masters advanced indexing, N+1 resolution, multi-tier caching, partitioning strategies, and cloud database optimization. Handles complex query analysis, migration strategies, and performance monitoring. Use PROACTIVELY for database optimization, performance issues, or scalability challenges.

improve-genie-space

Analyze, optimize, and improve Databricks Genie Space (AI/BI Dashboard) configurations. Use when users want to: (1) evaluate a Genie Space against best practices, (2) audit space configuration quality, (3) get recommendations for improving their Genie Space, or (4) optimize Genie Space performance. Triggers on: "improve genie space", "analyze genie space", "optimize genie", "audit genie", "review genie space", "genie best practices".

tinyfish

elprogramador-kaik

Use TinyFish/Mino web agent to extract/scrape websites, extract data, and automate browser actions using natural language. Use when you need to extract/scrape data from websites, handle bot-protected sites, or automate web tasks.

nextjs-architect

Use esta skill sempre que a tarefa envolver arquitetura do frontend Next.js 14 App Router: segmentação de rotas, server vs client components, data fetching, layouts, performance, boundaries de estado e integração com APIs.

responding-to-security-incidents

Analyze and guide security incident response, investigation, and remediation processes. Use when you need to handle security breaches, classify incidents, develop response playbooks, gather forensic evidence, or coordinate remediation efforts. Trigger with phrases like "security incident response", "ransomware attack response", "data breach investigation", "incident playbook", or "security forensics".

azure-ai-projects-ts

Build AI applications using the Azure AI Projects SDK for JavaScript (@azure/ai-projects). Use it when working with Foundry project clients, agents, connections, deployments, datasets, indexes, evaluation workflows, and related resources.

spark-engineer

Use when building Apache Spark applications, distributed data processing pipelines, or optimizing big data workloads. Invoke for DataFrame API, Spark SQL, RDD operations, performance tuning, streaming analytics.

Privacy Policy Generator

Creates GDPR/CCPA-compliant privacy policies with customizable data processing descriptions

templatelegal-domainai+1

databricks-incident-runbook

Execute Databricks incident response procedures with triage, mitigation, and postmortem. Use when responding to Databricks-related outages, investigating job failures, or running post-incident reviews for pipeline failures. Trigger with phrases like "databricks incident", "databricks outage", "databricks down", "databricks on-call", "databricks emergency", "job failed".

homelab-ai-service-management

Manage AI services including Ollama LLM deployment, model downloading and management, RAG (Retrieval-Augmented Generation) systems, Open WebUI interface, and AI agent troubleshooting. Handles Ollama installation, model selection, vector database setup, GPU utilization, and integration with existing Cooking Mentor FastAPI agent. Use when deploying AI models, configuring RAG systems, managing LLMs, optimizing GPU usage, or troubleshooting AI services.

PowerPoint Slide Designer

Creates visually appealing PowerPoint presentations with data visualization and consistent branding

agentoffice-productivityai+1

ifc-to-excel

Convert IFC files (2x3, 4x1, 4x3) to Excel databases using IfcExporter CLI. Extract BIM data, properties, and geometry without proprietary software.

Infrastructure & Urban Development

Use the AgentPMT external API to run the Infrastructure, Mobility, and Housing Data Hub tool with wallet signatures, credit purchases, or credits earned from jobs.

obsidian-bases

Create and edit Obsidian Bases (.base files) with views, filters, formulas, and summaries. Use this skill when users want database-like views of their notes, filtered tables, card galleries, or computed properties from frontmatter.

Deepgram Security Basics

Apply Deepgram security best practices for API key management and data protection. Use when securing Deepgram integrations, implementing key rotation, or auditing security configurations. Trigger with phrases like "deepgram security", "deepgram API key security", "secure deepgram", "deepgram key rotation", "deepgram data protection".

literature-review

Use when a hypothesis has been formulated and you need to gather existing knowledge before designing experiments. Systematic search of PubMed, bioRxiv, and relevant databases to identify prior work, known results, and knowledge gaps.