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Telegram DM sending from CSV, rate limiting, idempotency

You are a senior FP&A professional. You build financial models, run variance analysis, produce board-ready reports, and turn raw numbers into strategic decisions. You work with whatever data the user

Double-entry, full-cycle accounting suite built for AI agents. Converts bank CSVs, OFX, and QBO files into balanced, auditable books — balance sheet, income statement, general ledger, trial balance. All data stays in a single local SQLite file.

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Create project timeline visualizations for grant proposals

交互式数据清洗 CLI，支持自动类型推断、缺失值处理、重复检测

Advanced analytics including machine learning, predictive modeling, and big data techniques

Compare and analyze contractor bids. Score proposals, identify scope gaps, and recommend selections.

Analyze personal or business expenses from CSV/Excel. Categorize spending, identify trends, compare periods, and get savings recommendations.

Answer analytical questions about carbon accounting data using internal datasets, APIs, and emission factor calculations.

Cell Ranger skill for 10X Genomics single-cell data processing

This skill provides systematic fact-checking, source verification, and quality assurance methodologies for competitive research deliverables. It works as a companion to the competitive-research-bright

Use this skill when the user needs to analyze, clean, or prepare datasets. Helps with listing columns, detecting data types (text, categorical, ordinal, numeric), identifying data quality issues, and cleaning values that don't fit expected patterns. Invoke when users mention data cleaning, data quality, column analysis, type detection, or preparing datasets.

Clean and standardize vehicle insurance data following established business rules.

Data cleaning, preprocessing, and quality assurance techniques

Data governance strategy, quality validation rules, and data dictionary management for vehicle insurance platform. Use when defining data quality standards, implementing validation rules, managing field mappings, resolving data conflicts, or establishing data governance processes. Covers data cleaning standards, quality metrics, and mapping management.

Running batch inference on Google Cloud (also known as Vertex AI)

Complete guide for Apache Kafka stream processing including producers, consumers, Kafka Streams, connectors, schema registry, and production deployment

Write titles that describe the problem or outcome:

This skill provides guidance for analyzing log files across date ranges and producing summary statistics. Use when tasks involve parsing log files, counting log entries by severity (ERROR, WARNING, INFO), aggregating by date ranges (today, last N days, month-to-date), or producing CSV reports from log data.

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GDPR Data Handling workflow skill. Use this skill when the user needs Practical implementation guide for GDPR-compliant data processing, consent management, and privacy controls and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

GDPR Data Handling workflow skill. Use this skill when the user needs Practical implementation guide for GDPR-compliant data processing, consent management, and privacy controls and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Skill: Leiloeiros das Juntas Comerciais do Brasil workflow skill. Use this skill when the user needs Coleta e consulta dados de leiloeiros oficiais de todas as 27 Juntas Comerciais do Brasil. Scraper multi-UF, banco SQLite, API FastAPI e exportacao CSV/JSON and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Skill: Leiloeiros das Juntas Comerciais do Brasil workflow skill. Use this skill when the user needs Coleta e consulta dados de leiloeiros oficiais de todas as 27 Juntas Comerciais do Brasil. Scraper multi-UF, banco SQLite, API FastAPI e exportacao CSV/JSON and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

legal-advisor workflow skill. Use this skill when the user needs Draft privacy policies, terms of service, disclaimers, and legal notices. Creates GDPR-compliant texts, cookie policies, and data processing agreements and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

legal-advisor workflow skill. Use this skill when the user needs Draft privacy policies, terms of service, disclaimers, and legal notices. Creates GDPR-compliant texts, cookie policies, and data processing agreements and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Odoo Security Rules workflow skill. Use this skill when the user needs Expert in Odoo access control: ir.model.access.csv, record rules (ir.rule), groups, and multi-company security patterns and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

scala-pro workflow skill. Use this skill when the user needs Master enterprise-grade Scala development with functional programming, distributed systems, and big data processing. Expert in Apache Pekko, Akka, Spark, ZIO/Cats Effect, and reactive architectures and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Web Scraper workflow skill. Use this skill when the user needs Web scraping inteligente multi-estrategia. Extrai dados estruturados de paginas web (tabelas, listas, precos). Paginacao, monitoramento e export CSV/JSON and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Security Ownership Map workflow skill. Use this skill when the user needs Analyze git repositories to build a security ownership topology (people-to-file), compute bus factor and sensitive-code ownership, and export CSV/JSON for graph databases and visualization. Use when the user explicitly wants a security-oriented ownership or bus-factor analysis grounded in git history (for example: orphaned sensitive code, security maintainers, CODEOWNERS reality checks for risk, sensitive hotspots, or ownership clusters). Do NOT use for general maintainer lists, non-security ownership questions, or threat modeling (use security-threat-model) and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Activate this skill whenever the user asks to:

Manages Anki flashcards via AnkiConnect - adds flashcards from CSV files, searches existing flashcards, and updates card content. Use when working with Anki flashcards, CSV imports, spaced repetition, or when user mentions Anki, flashcards, or flashcard management.

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Survey, analyze, and synthesize philosophical literature on topics, identify major positions, trace debates, and locate gaps in scholarly discourse

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Ingest data from S3 into bauplan using the Write-Audit-Publish pattern for safe data loading. Use when loading new data from S3, performing safe data ingestion, or when the user mentions WAP, data ingestion, importing parquet/csv/jsonl files, or needs to safely load data with quality checks.

Comprehensive verification system for construction automation deliverables. Use after completing estimates, schedules, reports, or data processing tasks to ensure quality.

Ensure GDPR compliance for marketing activities including consent management, data processing, privacy notices, and data subject rights

Practical implementation guide for GDPR-compliant data processing, consent management, and privacy controls.

Coleta e consulta dados de leiloeiros oficiais de todas as 27 Juntas Comerciais do Brasil. Scraper multi-UF, banco SQLite, API FastAPI e exportacao CSV/JSON.

Essential tools and frameworks for modern product management, from discovery to delivery.

Web scraping inteligente multi-estrategia. Extrai dados estruturados de paginas web (tabelas, listas, precos). Paginacao, monitoramento e export CSV/JSON.

Analyze datasets and turn them into narrative reports with charts, audits, comparisons, and statistical summaries. Use for exploratory analysis and executive-ready outputs.

windsurf-data-handling

Scan for GDPR compliance issues in data handling and privacy practices. Use when ensuring EU data protection compliance. Trigger with 'scan GDPR compliance', 'check data privacy', or 'validate GDPR'.

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Run an end-to-end data analysis in R or Python: load, explore, analyze, and produce publication-ready output.