Data & Analytics

googlecloudplatform Skill

Skill: BigFrames & Warehouse-Resident ML (BQML)

legions-developer Bundle

Type-safe SQL ORM for TypeScript with zero runtime overhead

publisher-skill Bundle

数据处理器 - CSV/Excel/JSON 读写、转换、过滤、合并等数据处理

rediumvex Skill

End-to-end funnel analysis from awareness to retention with leak diagnosis and a GA4 event spec. Invoke whenever the user says "funnel", "where are we leaking", "conversion drop", "activation rate", or runs `/market funnel <url>`. Produces FUNNEL-ANALYSIS.md with stage-by-stage scores and an implementable analytics event map.

semantius Bundle

Imports a CSV into Semantius: introspects CSV schema with the CLI's `get_csvschema` util, maps columns to Semantius field formats, detects whether a matching entity exists (field-by-field diff), optionally creates the entity (and its module first), then generates and runs a Bun script that bulk-loads rows in batches. Also supports schema-only runs (create the entity, no rows) and compare-only runs (diff report, zero writes). Trigger on "import this CSV", "load this file into semantius", "create an entity from this file / spreadsheet export", "introspect this CSV", "bulk load these rows", "does this CSV match our table?", or asking what entity shape a CSV implies. Do NOT trigger for deploying blueprints or specs (semantius-admin / semantius-modeler), designing a multi-entity system (semantius-architect), CSV work with no Semantius target, or webhook-receiver ingestion (an external system pushes rows; see use-semantius references/webhook-import.md). For xlsx, ask for a CSV export first; CSV-only.

taskmasterpeace Bundle

Generates realistic, obviously-fake demo/seed data plus a guided live-demo script for any project. Discovers the data model (Drizzle, Prisma, raw SQL/Supabase, TypeORM, Sequelize, Mongoose, or TS types), writes an idempotent seed script that builds a few complete, wired-up "hero" records, and writes docs/demo/script.md — a step-by-step walkthrough that hits the best features in a sensible order with what-to-say and what-to-show — then renders it to a themed presenter page. Use when the user wants demo data, seed data, sample/test/fixture data, a demo environment, a sales or investor demo, a demo script, a walkthrough, a guided product tour, a "fill the app with data" task, or to prep a live demo. Triggers on "seed the database", "demo data", "demo script", "walkthrough", "prep for a demo", "sample data", "populate the app".

tomregan-revenueleaks Skill

Use when the buyer asks to build lead qualification automation, fix the MQL-to-SQL handoff, set up BDR queue prioritization with BANT/MEDDIC. Triggers on "qualification", "MQL to SQL", "BANT", "MEDDIC", "BDR routing", "handoff broken".

tsubaiso Bundle

PSA/IMA顧客orgへレコードデータを整合を保って一括で投入・移行する能力スキル。マスタ→トランザクションの順序、自動作成される会計計上レコード（売上・請求・入金予定・支払予定・支払・仕入経費）は投入せず自動作成、外部ID（tb_ExId）での組織横断の関係解決、業務日付（実績側と予定側）の充足、サンドボックス間移行、期首残高移行、デモ/PoC/テストデータの自動作成シーム経由での生成、投入時の制御と前提セットアップ、よくあるインポートエラーの対処を扱う。TRIGGER when 別組織からのデータ移行（本番導入・サンドボックス間・クレンジング入れ直し）、デモ/PoC/テスト用データの作成投入、既存データの一括追加・一括更新（upsert）、稼働後のCSV/ファイルによる一括登録・一括更新、期首残高の移行、自動作成シーム経由でのデモトランザクション生成、投入前の前提セットアップ。DO NOT TRIGGER when 稼働後の日常の少量（1件〜数件・対話的）なレコード作成・更新やマスタメンテは use ti-update、型・意味・書込前ゲートの参照は use ti-reference、どのデモシナリオを何件どの順で作るかのワークフローは use ti-poc、メタデータ定義の配備は use ti-metadata。

unopim Bundle

Use when configuring an UnoPim import or export, building an Exporter, Importer or Validator class, debugging a queued data-transfer job, or wiring exporters.php, quick_exporters.php or importers.php. Trigger phrases include "import", "export", "data transfer", "exporter", "importer", "CSV", "queued job", "batch".

vamseeachanta Bundle

Vision-verifies the next batch of auto-extracted tables against rendered page images and writes closed-set verdicts with binary-faithful queue I/O, one PR per batch. Use when promoting provisional table extractions to a trusted (verified) state, correcting flagged rows, or checking no-csv figures.

zebbern Bundle

Use when optimizing SQL queries, designing database schemas, or tuning database performance. Invoke for complex queries, window functions, CTEs, indexing strategies, query plan analysis.

sleeplessv Bundle

Use when querying Snowflake, discovering objects, profiling data, testing transformation hypotheses, investigating data quality, or staging SQL changes. Every snow CLI call goes through this skill.

sleeplessv Bundle

Use when working with Metabase, reading or editing a question/card, tracing where a dashboard number comes from, extracting the SQL behind a card, running ad-hoc SQL against a Metabase-connected database, or auditing dashboards. Every Metabase API call goes through this skill.

spark-to-paper-skills Bundle

DATA-AWARE mode for the ts-paper suite. Activated by the orchestrator's router ONLY when the input ships REAL measured results (results_mode == "data_aware"); the proposal/no-numbers path is unchanged. Claude reads the user's data in ANY form (CSV / JSON / a pasted table / numbers in prose), judges it directly — there is NO fixed results schema — fills the result tables itself with real numbers in past tense, and writes the per-section text from the evidence. Two thin code backstops keep it honest: a schema-agnostic number-audit (draft_lint) and matplotlib results figures (plot_results.py). Use when a proposal/report comes with real experimental data.

spotify Skill

Set up a data warehouse for Confidence experimentation analytics. Use when the user asks to connect a warehouse, set up BigQuery/Snowflake/Databricks/Redshift, or configure data connectors.

spotify Skill

Set up BigQuery as a data warehouse for Confidence. Use when the user chose BigQuery for warehouse setup.

spotify Skill

Set up Redshift as a data warehouse for Confidence. Use when the user chose Redshift for warehouse setup.

spotify Skill

Set up Snowflake as a data warehouse for Confidence. Use when the user chose Snowflake for warehouse setup.

spotify Skill

Set up Databricks as a data warehouse for Confidence. Use when the user chose Databricks for warehouse setup.

squaredup Skill

Use when pulling tabular rows from a SquaredUp data stream - metrics, log records, events, inventory listings, anything coming from a connected integration. Covers how to compose data source IDs, scope, stream inputs, timeframe, and SQL aggregation correctly.

svngoku Bundle

Design relational database schemas (and choose when to go NoSQL) that stay maintainable and fast. Use this skill whenever the user mentions tables, DDL, entities and relationships, normalization (1NF/2NF/3NF), primary and foreign keys, UUID vs bigint IDs, indexes (B-tree, composite, covering, partial), EXPLAIN, constraints (CHECK, UNIQUE, exclusion), transactions and isolation levels, migrations (Alembic, Prisma, Flyway, expand-contract, backfilling), or SQL vs NoSQL (MongoDB, DynamoDB, Cassandra, graph databases). Also trigger for "design the database", "model this domain", "which database should I use", or writing ORM models and migration files for PostgreSQL, MySQL, SQLite, or SQL Server.

clawdbot Bundle

Notion archive: search, sync freshness, pages/databases, Markdown exports, SQL counts, and Notcrawl repo work.

clawdbot Bundle

Slack archive: search, sync freshness, threads/DMs, SQL counts, and Slacrawl repo work.

catcatcatstudio Bundle

X/Twitter content intelligence with a social graph. Scout reply opportunities, pulse- check topic lanes, track competitors, mirror your accounts, prospect clients. Graph- first — built around accounts and topics YOU care about, not generic search. Use when user says 'xray', 'x research', 'search x', 'scout', 'pulse', 'track', 'mirror', 'prospect', '/xray', or needs real-time X discourse / engagement opportunities. NOT for: posting tweets or analytics dashboards.

1shooperman Bundle

This skill should be used when the user says "ingest my mons", "update my collection", "load my pokemon", "sync my CSV", or wants to load pokemon data from a CSV file into the local mons.db database.

cleanslice Skill

TikTok automation via a logged-in browser session — read trending content, post videos, pull analytics, scrape profiles.

openshift Skill

Bump the Python package version in pyproject.toml for a release or when the user asks to change the project version.

opsmill Bundle

Converts CSV/TSV inputs into Infrahub object YAML and loads them onto a fresh branch. Handles a single file, a folder of files, an explicit list of paths, and one-big-denormalized-sheet exports. TRIGGER when: importing CSV, loading CSV/TSV into Infrahub, ingesting spreadsheet data, converting CSV to Infrahub objects, splitting a denormalized CSV across multiple kinds. DO NOT TRIGGER when: running `infrahubctl import load` against an LDJSON dump (different format and tool), designing or modifying schemas (this skill is read-only against the schema and fails closed on unmapped columns), exporting data from Infrahub (use `infrahubctl object get -o csv` for single-kind export), or ingesting JSON/XLSX (v1 is CSV+TSV only).

pdovhomilja Skill

Write optimized and secure database queries using parameterized queries, eager loading, and proper indexing strategies. Use this skill when writing database queries, constructing SQL statements, using ORM query methods, implementing data fetching logic, preventing SQL injection attacks, optimizing query performance, avoiding N+1 query problems, selecting specific columns instead of all data, implementing transactions for related operations, setting query timeouts, caching expensive queries, or working with WHERE clauses, JOINs, and ORDER BY statements. Apply this skill when fetching data from databases, optimizing slow queries, refactoring data access code, or reviewing query security and performance.

pdovhomilja Skill

Implement comprehensive input validation on both client and server sides with clear error messages, type checking, and sanitization to prevent security vulnerabilities. Use this skill when validating user input, implementing form validation, checking data types and formats, sanitizing input to prevent injection attacks (SQL, XSS, command injection), validating business rules, providing field-specific error messages, implementing server-side validation for all entry points (API endpoints, web forms, background jobs), using client-side validation for immediate user feedback, applying allowlists over blocklists, validating ranges and required fields, or ensuring consistent validation across the application. Apply this skill when handling any user input, building forms, creating API endpoints, or reviewing code for security and data integrity.

cline Skill

Read project data documentation (data dictionaries, dbt manifests, model docs, column descriptions, lineage, metric definitions) before writing analytics SQL. Use for mapping business and product terms to concrete models and columns.

cline Skill

Save, organize, and describe reusable analysis artifacts such as SQL, result snapshots, CSV exports, summaries, caveats, plots, and report-ready files. Use when users ask to save, export, share, cite, reproduce, or organize data-analysis outputs.

tygwan Skill

Tool/Agent 사용 통계를 CLI 차트로 시각화. "통계", "사용량", "analytics", "metrics", "리포트" 키워드에 반응.

orcacl Skill

Convención de auditoría para toda tabla que persiste datos provenientes de una fuente externa (Excel, API, CSV, KML, u otro import). Úsala siempre que se esté diseñando o modificando un modelo de base de datos que reciba datos importados, al crear un serializador o endpoint de API que exponga una tabla con datos importados, o al configurar un explorador de base de datos de desarrollo (Datasette u otro). Define cuándo agregar la columna raw_data y cómo ocultarla correctamente en los puntos de acceso externos sin perder su valor de auditoría.

signoz Bundle

Write raw ClickHouse SQL for a SigNoz dashboard panel: timeseries, value, or table widgets that the builder UI cannot express (custom joins, window functions, regex extraction over log bodies, aggregations beyond builder syntax). Trigger when the user explicitly asks for a "ClickHouse query", a "raw SQL panel", a "custom SQL widget", or describes a SigNoz dashboard panel whose query needs SQL the builder cannot produce. Anchored to dashboard-panel SQL specifically. For ad-hoc data exploration that does not need to land in a panel, use `signoz-generating-queries` instead.

yyyyyzhao Bundle

lyt 系列跨境电商主路由 skill。用户调用 /lyt、$lyt、Lyt，或提出跨境电商、TikTok Shop、从 0 选品、产品验证、商品标题生成与优化、商品主图与详情页诊断、根据产品图片生成详情页、竞品/Top 主图样本归纳、电商参考图提示词反推与自有产品替换、根据已有产品生成短视频拍摄脚本、经营问题追问、流量逻辑、数据分析、系统学习、知识检验相关问题时使用。先判断业务边界和用户真正要完成的任务，再路由到 lyt-product-selection、lyt-product-validation、lyt-product-title、lyt-page-diagnosis、lyt-detail-page、lyt-image-patterns、lyt-image-prompt、lyt-video-script、lyt-problem-clarifier、lyt-traffic-logic、lyt-data-analysis、lyt-learning 或 lyt-knowledge-check。支持文字、图片/截图、CSV/XLSX 表格、PDF/文档和后台导出；附件类型只说明输入形式，不代替用户意图。