Data & Analytics

dp-archive Skill

Convert markdown content into a structured storyboard CSV for slide decks, video scripts, or any sequential visual media. Use when the user wants to plan a presentation, break down an article into slides, create a shot list, or generate a scene-by-scene outline from text. Triggers: "plan slides", "create storyboard", "break this into slides", "plan presentation", "outline this as a deck", "article to slides", "text to storyboard".

luisdomarco Bundle

Renders a context-aware menu of next actions based on the current project phase, Memory state, and active layers. Reads repository/entities-registry.csv and menus.csv to compose options, filtering out any that require a layer not currently enabled. Use when the user invokes /help, asks "what can I do now?", or seems lost during a workflow phase.

omicverse Bundle

OmicVerse data I/O: use ov.read(), ov.io.read_h5ad, read_10x_h5, read_10x_mtx, read_visium, read_visium_hd, read_nanostring instead of scanpy. Covers h5ad, 10x, spatial, CSV formats.

semantica-agi Skill

Export Semantica graphs, results, and provenance to JSON, RDF, Parquet, CSV, GraphML, and other formats.

superdesigndev Skill

Traps to avoid when querying Google Analytics 4 through treg — cases where the GA4 Data API returns a confident wrong answer instead of an error. Use whenever answering questions about site traffic, visitors, pageviews, channels, conversions, or revenue from GA4.

nafisrayan Bundle

Optimizes SQL queries, designs database schemas, and troubleshoots performance issues. Use when a user asks why their query is slow, needs help writing complex joins or aggregations, mentions database performance issues, or wants to design or migrate a schema. Invoke for complex queries, window functions, CTEs, indexing strategies, query plan analysis, covering index creation, recursive queries, EXPLAIN/ANALYZE interpretation, before/after query benchmarking, or migrating queries between database dialects (PostgreSQL, MySQL, SQL Server, Oracle).

academind Bundle

Explore and query a local SQLite database safely and efficiently. Use to inspect schema, list tables/columns/indexes, and run arbitrary SQL queries (SELECT/INSERT/UPDATE/DELETE/DDL) with clear, readable output.

dinaf2026-web Bundle

Living, versioned canon ledger for any book or series — the persistent source of truth the continuity pass reads before it audits. Holds canon as STATE (per character/place/timeline fact, marked STABLE, DISPUTED, or EVOLVING) plus a DELTAS changelog of intentional changes tagged to book + chapter + reason, and OPEN QUESTIONS for unresolved canon disputes. Stored per project under .manuscript/canon-ledger.json. Use when the author says "canon ledger", "update the ledger", "record a canon change", "is this canon", "what's the canon for X", "add a delta", "resolve open question", or "seed the ledger from book N". It maintains the ledger and renders a human .xlsx view; it does NOT audit a manuscript (continuity-audit does that, consuming this ledger), rewrite prose, or judge mystery logic.

drvoss Skill

Use when starting a complex multi-step task to create an approved plan, track todos in SQL, and execute with checkpoints

fivetaku Skill

Audit a spreadsheet for formula accuracy, errors, and common mistakes. Scopes to a selected range, a single sheet, or the entire model, including financial-model integrity checks like BS balance, cash tie-out, and logic sanity. Triggers on "audit this sheet", "check my formulas", "find formula errors", "QA this spreadsheet", "sanity check this", "debug model", "model check", "model won't balance", "something's off in my model", and "model review".

fivetaku Bundle

This skill should be used when completing LBO (Leveraged Buyout) model templates in Excel for private equity transactions, deal materials, or investment committee presentations. The skill fills in formulas, validates calculations, and ensures professional formatting standards that adapt to any template structure.

fivetaku Skill

Clean up messy spreadsheet data — trim whitespace, fix inconsistent casing, convert numbers-stored-as-text, standardize dates, remove duplicates, and flag mixed-type columns. Use when data is messy, inconsistent, or needs prep before analysis. Triggers on "clean this data", "clean up this sheet", "normalize this data", "fix formatting", "dedupe", "standardize this column", and "this data is messy".

fivetaku Bundle

Comparable Company Analysis

fivetaku Bundle

Complete, populate and fill out 3-statement financial model templates (Income Statement, Balance Sheet, Cash Flow Statement). Use when asked to fill out model templates, complete existing model frameworks, populate financial models with data, complete a partially filled IS/BS/CF framework, or link integrated financial statements within an existing template structure. Triggers include requests to fill in, complete, or populate a 3-statement model template

goshippo Bundle

Process bulk shipments from CSV files, create and purchase batch labels, and generate end-of-day manifests via the Shippo API

agentscope-ai Bundle

Use this skill when the task involves converting or reformatting structured data between file formats such as CSV, JSON, XML, or YAML. Suitable for tasks like "convert this CSV to JSON", "reformat my data file", or "change the file format of this dataset". Do NOT use for statistical analysis, aggregation, or report generation.

grimoire-rs Bundle

Documentation verification gate for a repository that adopted the docs-quality rule set, covering the checks, configs, fixtures, harnesses and reader signals that make those rules enforceable. Use when someone asks to wire up docs checks or a docs CI gate, add doc_type and doc_tier declarations, retrofit a page declaration, set up markdownlint or Vale for prose, check docs links with lychee or a strict build, test documentation examples or code fences, add a doc-example harness, record terminal casts, capture zero-result searches, measure time to first working result, add a docs issue template, a feedback widget or privacy-preserving analytics, add a Lighthouse ratchet for a docs site, or land a new docs lint without turning every open pull request red. Not for deciding which pages to write or what the use-case tiers are, which is the docs-plan skill.

hkphysics Bundle

GPU-accelerate Python code using CuPy, Numba CUDA, Warp, cuDF, cuML, cuGraph, KvikIO, cuCIM, cuxfilter, cuVS, cuSpatial, and RAFT. Use whenever the user mentions GPU/CUDA/NVIDIA acceleration, or wants to speed up NumPy, pandas, scikit-learn, scikit-image, NetworkX, GeoPandas, or Faiss workloads. Covers physics simulation, differentiable rendering, mesh ray casting, particle systems (DEM/SPH/fluids), vector/similarity search, GPUDirect Storage file IO, interactive dashboards, geospatial analysis, medical imaging, and sparse eigensolvers. Also use when you see CPU-bound Python code (loops, large arrays, ML pipelines, graph analytics, image processing) that would benefit from GPU acceleration, even if not explicitly requested.

panaversity Bundle

Designs and compares supply chain network scenarios. Activate for: network design, supply chain network, warehouse location, distribution centre, DC placement, new DC, nearshoring, reshoring, offshoring, facility consolidation, network optimisation, make vs buy, sourcing location, scenario analysis, network scenario, scenario comparison, logistics network, node optimisation, where to warehouse, where to manufacture, cross-docking, open a new warehouse, open a new distribution centre. USE THIS when the task involves comparing network configurations, evaluating new facility locations, or running scenario comparisons. Respond directly with scenario analysis -- do not ask clarifying questions when sufficient context is provided. NOT for: carrier performance (use logistics-brief), vendor assessment (use vendor-assessment), spend category analysis (use spend-analysis).

panaversity Bundle

Activate for: vendor communication, supplier communication, dispute letter, invoice dispute, corrective action request, CAR, price dispute, quantity dispute, performance notice, vendor notice, vendor warning, exit notice, contract notice, non-renewal notice, vendor rejection, vendor escalation, write to vendor, email supplier, communicate with vendor, supply assurance. NOT for: invoice processing (use invoice-reconciliation), vendor assessment (use vendor-assessment), spend analytics (use spend-analysis).

muhammedzohaib Skill

Review an authorized codebase for ORM misuse, N+1 query patterns, authorization-after-fetch bugs, raw SQL risks, cache key collisions, and missing tenant scopes. Use for data-access layers and security-adjacent performance pitfalls.

agent-kit-startup Skill

Write and review Postgres SQL (DDL, DML, indexes, constraints). Use for .sql, schemas, or Postgres mentions.

shining319 Bundle

Comprehensive database design tool creating complete schemas with tables, fields, indexes, and ER diagrams. Use when users request database design for any system. Generates Markdown docs, SQL scripts, and DrawDB-compatible JSON/DBML files. Supports MySQL, PostgreSQL, SQL Server. Triggers: database design, schema, ER diagram, SQL, data model. | 全面的数据库设计工具，创建完整的数据库架构。触发词：数据库设计、数据库架构、ER图、SQL、数据模型、表设计。

smallnest Bundle

Spreadsheet Skill (Create • Edit • Analyze • Visualize)

avivsinai Skill

Use when the operator asks for a weekly business report, Monday-morning business digest, revenue/support/CRM/analytics roundup, or wants to schedule workflow

brojonat Skill

Extend SQLite with application-defined functions and loadable extensions in Python. Use when you need custom SQL logic (transforms, scoring, aggregations) in-process, or need to load/build C extensions for reusable SQLite plugins. Assumes Python stdlib sqlite3. Go equivalents exist (zombiezen/go-sqlite, mattn/go-sqlite3) — look up their APIs at runtime.

harmeet10000 Skill

Optimize Entity Framework Core queries by fixing N+1 problems, choosing correct tracking modes, using compiled queries, and avoiding common performance traps. Use when EF Core queries are slow, generating excessive SQL, or causing high database load.

oliver-kriska Bundle

Tidewave MCP runtime tools — debugging, smoke testing, live state inspection, SQL queries, hex docs. Use when evaluating code in a running Phoenix app.

peparhugo Bundle

Use when doing any dbt work - building or modifying models, debugging errors, exploring unfamiliar data sources, writing tests, or evaluating impact of changes. Use for analytics pipelines, data transformations, and data modeling.

firetiger-oss Skill

Use when the user mentions Firetiger or wants to work with their observability data — setting up Firetiger, instrumenting an app with OpenTelemetry, querying traces/logs/metrics with SQL, investigating an incident, monitoring a PR or deployment, or creating a monitoring agent. Always use this skill when the user says "Firetiger", even for simple asks — it routes to the specialized skill that carries the critical gotchas (Basic-auth ingest, DuckDB SQL over per-service tables, the @firetiger comment flow) that prevent common mistakes.

foryourhealth111-pixel Bundle

Use this skill for processing and analyzing large tabular datasets (billions of rows) that exceed available RAM. Vaex excels at out-of-core DataFrame operations, lazy evaluation, fast aggregations, efficient visualization of big data, and machine learning on large datasets. Apply when users need to work with large CSV/HDF5/Arrow/Parquet files, perform fast statistics on massive datasets, create visualizations of big data, or build ML pipelines that do not fit in memory.

foryourhealth111-pixel Bundle

Spreadsheet toolkit (.xlsx/.csv). Create/edit with formulas/formatting, analyze data, visualization, recalculate formulas, for spreadsheet processing and analysis.

foryourhealth111-pixel Bundle

Fast in-memory DataFrame library for datasets that fit in RAM. Use when pandas is too slow but data still fits in memory. Lazy evaluation, parallel execution, Apache Arrow backend. Best for 1-100GB datasets, ETL pipelines, faster pandas replacement. For larger-than-RAM data use dask or vaex.

hongmaple0820 Bundle

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; create a new spreadsheet from scratch or from other data sources; analyze data and output results as an Excel file with charts; convert between tabular file formats (CSV/JSON/PDF → XLSX or vice versa); clean, merge, pivot, or transform tabular data. Trigger especially when the user references a spreadsheet file by name or path, says 'make a table/report/model', mentions Excel/CSV/数据分析/报表/汇总, or wants data visualization inside a spreadsheet.

langfuse Bundle

Product analytics with posthog. Use when adding a meaningful user action or feature in `web/**`, touching PostHog capture code, changing session replay or its privacy boundaries, or answering product-usage questions.

educlopez Skill

Dense dashboard / admin / Bloomberg / Retool / data-heavy internal tools. Locked knobs: CRAFT=7, MOTION=3, DENSITY=9. IBM Plex + mono numbers, semantic palette, 4/8px grid, sparklines, tabular-nums. Trigger on: dashboard, admin panel, data-dense, analytics, Bloomberg-like, Retool-like.