Data Analysis AI Skills

Diagnoses and tunes SQL for OLTP workloads on PostgreSQL, MySQL, and SQL Server. Use when tuning queries, reading plans, indexing, or fixing lock contention.

Runs and analyzes molecular dynamics simulations with OpenMM and MDAnalysis — setting up protein and small-molecule systems, assigning force fields, running energy minimization and production MD, and…

Implementing production iOS/Android/macOS native features (SwiftUI, Compose) and iterating a screen against a reference design. Not for cross-platform RN/Flutter (Port) or web (Artisan).

Use this skill when the user asks to "write a PRD", "write a spec", "product requirements document", "generate a PRD", "turn this into a spec", "create product requirements", "write acceptance…

Diagnose why a PostHog endpoint is slow or expensive and propose a concrete fix — bump the cache TTL, enable materialisation, restructure variables, or rewrite the query. Use when the user says "this…

Plan and validate near-surface interpretation from GPR, electrical resistivity tomography, or magnetotelluric data. Use when selecting acquisition-dependent processing and inversion branches,…

Imports OpenClaw session transcripts into a local SQLite database with FTS5 full-text search — the agent never loses a message, even after context compaction or session rollover.

Google Cloud Platform CLI - manage GCP resources. Use when working with Compute Engine, Cloud Run, GKE, Cloud Functions, Storage, BigQuery, or other GCP services.

X/Twitter API integration for posting tweets, threads, reading timelines, search, and analytics. Covers OAuth auth patterns, rate limits, and platform-native content posting. Use when the user wants…

Public speaking and oral presentation skills for effective communication. Covers speech structure (introduction, body, conclusion), delivery techniques (projection, pace, pause, gesture), audience…

Use when the user asks to see who is overbooked in Resource Guru, find who is on the bench, check a resource's day-by-day utilization, work out remaining capacity before booking a project, or report…

DevExpress WinForms Chart Control (DevExpress.XtraCharts.ChartControl) for 2D and 3D data visualization. Covers the element hierarchy (ChartControl, Diagram, Series, SeriesView); data binding…

Plan the UX architecture of an entire product or application across screens, navigation, journeys, states, responsive behavior, information architecture, and design-system needs before implementation.

Partition a large dataset into N balanced shards using integer key modulo arithmetic for reproducible, class-interleaved splits across CSV files

Simulator.Company reactions specialist — comments, events, approvals, ratings and other feedback attached under an actor. Use when the user wants to comment on an actor, reply in a thread,…

Add Supabase Auth with Google Sign-In + email magic link on Android. Use when the user says 'supabase auth android', 'add auth android'.

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

Build AI-focused SRE incident response practices for LLM outages, degraded quality, runaway cost events, and safety regressions.

Infer gene regulatory networks (GRNs) from gene expression data using scalable algorithms (GRNBoost2, GENIE3). Use when analyzing transcriptomics data (bulk RNA-seq, single-cell RNA-seq) to identify…

Use this skill when the user shares ad campaign performance data and asks what to cut, scale, or test. Trigger for prompts like "analyze my ad campaigns", "where am I wasting ad spend", "reallocate my…

Linear project management expert for issues, cycles, projects, and workflow automation

Audit experiment integrity before claiming results. Uses cross-model review (external reviewer backend) to check for fake ground truth, score normalization fraud, phantom results, and insufficient…

根据多维数值条件筛选 Excel 数据并导出结果，支持大规模数据的自动性能优化处理。

Visualize interior design by generating an empty room and filling it with stylish furniture and decor, or by redesigning an existing room.

Use this skill before any data analysis, transformation, or modeling. Always inspect and validate the data before drawing conclusions or writing transformations.

LQF Machine Learning Expert Guide - Routed skill for ML/Statistical Modeling with Critical Discussion Mode. Triggers on: machine learning, modeling, prediction, training, classification, regression,…

验证 Classic change 并记录结果。在用户调用 /comet-verify，或 Classic Runtime 进入 Verify 时使用。

Detect transcription factor binding sites through footprinting analysis in ATAC-seq data using TOBIAS. Use when identifying TF occupancy patterns within accessible regions, as TF binding protects DNA…

Query your local Chrome browsing history — search, topic clusters (Chrome's own Journeys), time/productivity reports, session timelines, downloads, and a behavioral profile — all read-only and…

Web data extraction using 55+ Apify Actors for AI-driven scraping. Supports Instagram, Facebook, TikTok, YouTube, Google, and more. Auto-selects best Actor for the task. Structured output in JSON/CSV…

Identifies real, evidence-audited, topic-specific research gaps in medical research by first retrieving and verifying literature from trusted sources, then mapping the current evidence landscape,…

Query PubChem via PUG-REST API/PubChemPy (110M+ compounds). Search by name/CID/SMILES, retrieve properties, similarity/substructure searches, bioactivity, for cheminformatics.

Load all open issues from GitHub and save them as markdown files

Read and write Fly.io: list apps and machines, manage volumes, start/stop/restart machines, run exec commands. Trigger phrases: fly.io, machines.

Analyze JS bundles and source maps for hardcoded secrets, API keys, JWTs, and internal endpoints

Compare GWAS studies, perform meta-analyses, and assess replication across cohorts. Integrates NHGRI-EBI GWAS Catalog and Open Targets Genetics to compare study designs, effect sizes, ancestry…

How to read experiment results without fooling yourself. Confidence intervals, p-values, multiple testing, sequential testing, CUPED, heterogeneous treatment effects, ratio metrics, network effects,…

Custom nuclei template builder. Use when you've found a pattern that should be checked across multiple targets or when existing templates miss a specific vulnerability. Provide the vulnerability…

Post-mortem on what the user has already posted - which reels actually worked, why, and what to stop making. Use when the user pastes their Instagram insights or past posts and asks "what's working",…

Use when the user has a RAG (Retrieval-Augmented Generation) system and wants to evaluate its quality — separating retrieval issues from generation issues. Also use when the user mentions RAG…

Technical leadership guidance for engineering teams, architecture decisions, and technology strategy. Use when assessing technical debt, scaling engineering teams, evaluating technologies, or making…

TFBSTools is a package for the analysis and manipulation of transcription factor binding sites. It includes matrices conversion between Position Frequency Matirx (PFM), Position Weight Matirx (PWM)…

Smartlead API endpoint reference and patterns. Use for any Smartlead campaign, lead, email account, analytics, or inbox operation. Covers auth, rate limiting, and all commonly used endpoints.

Fast & safe Apple Mail search with body content support.

This skill should be used when working with LaminDB, an open-source data framework for biology that makes data queryable, traceable, reproducible, and FAIR. Use when managing biological datasets…

Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv,…

Analyze multi-round evaluation result scoring data, calculate various metrics, calculate rating grades. Suitable for analyzing scoring trends, calculating S/A/B ratings

Create or redesign SaaS and AI product landing pages where a real workflow, interface, or deterministic demo is the central proof. Use for pale atmospheric shells, product UI in the hero,…

Inspect database-backed Muse records for diagnosis and cross-table tracing when purpose-built product tools do not expose the needed state.

Configure n8n triggers and webhooks for real-time and scheduled automations. Use when the user asks about n8n webhook setup, cron triggers, schedule triggers, app event triggers, webhook URLs, webhook…

Guide to D3.js for building custom interactive data visualizations