Data Analysis AI Skills

Predicts ADMET properties using ADMETlab 3.0 API or DeepChem models. Estimates bioavailability, CYP inhibition, hERG liability, and 119 toxicity endpoints with uncertainty quantification. Filters for…

React useEffect best practices from official docs. Use when writing/reviewing useEffect, useState for derived values, data fetching, or state synchronization. Teaches when NOT to use Effect and better…

Every Cal.com feature, plus offline agendas, composed booking flows, and analytics no other Cal.com tool ships. Trigger phrases: `book a meeting on cal.com`, `what's on my calendar today`, `find an…

Designs, documents, and fixes operational processes — mapping the current state, finding where work actually stalls, redesigning the flow, and building controls that hold. Use this when the same…

Clarifies a vague clinical or biomedical research idea into a structured, bounded, searchable, researchable, and testable question. Always use this skill whenever a user has an early-stage clinical or…

When the user wants to optimize their subscription business end-to-end — from trial start through renewal, cancellation, and win-back. Use when the user mentions "subscription lifecycle", "trial…

Используй только внутри активного Codex Project Autopilot-проекта по утверждённому плану; не включай для обычных backend-задач вне автопилота.

Summarise pre-computed differential expression results with ranked gene lists, biological themes, and publication-ready interpretation.

POD integration — Printful, Printify, mockups, niche selection, margin optimization

Build WAN 2.2 First-Last-Frame video workflows. Native dual hi-lo (required), and WanVideoWrapper VACE approaches

Medusa headless commerce - modules, workflows, API routes, admin UI

Test whether two or more traits share a causal variant at a locus using Bayesian colocalization (coloc.abf, coloc.susie, HyPrColoc, moloc, eCAVIAR, SMR/HEIDI, PWCoCo, SharePro). Use when integrating…

Use when an ad account needs a systematic CONFIGURATION audit — 84 checkpoints across account, campaign, ad set, ad, tracking, and optimization, scored into a Health Score out of 100, quick wins…

Use when monitoring account analytics, tracking growth metrics, or measuring content performance

Use this skill when the user says 'performance audit', 'why is it slow', 'optimize performance', 'page speed', 'Core Web Vitals', 'lighthouse', 'load time', or needs to diagnose and fix frontend or…

Cancer genomics (TCGA et al.) via cBioPortal REST API. Retrieve somatic mutations, CNAs, expression, clinical data (survival/stage/treatment) across thousands of studies. Use for TMB, oncoprints,…

安管服务网关连接器使用说明。接入运输企业安全管理平台后，通过自然语言完成培训下发、公告、风险通知、车辆/驾驶员/证件台账管理。所有写入操作不可撤回，推送前必须经用户明确许可。

워크샵 사전 준비 퍼실리테이터. 참석자의 업무를 인터뷰하여 Claude Code 워크샵에서 만들 스킬 설계서를 생성한다. Triggers: - `/workshop-prep` - "워크샵 준비" - "스킬 설계" - "업무 자동화 설계" Use when: 참석자가 워크샵 전 자신만의 스킬 아이디어를 구체화하고 싶을 때. 반복 업무를 파악하고 자동화 가능성을…

Match BIM quantities to CWICR work items. Map element categories to cost codes, validate quantities, and generate cost-linked QTOs.

Use when you need a runnable PyTorch training repo for a medical-imaging task (segmentation, classification, detection, synthesis, self-supervised, or fine-tuning a pretrained backbone). Emits a…

Operate AB3DMOT 3D multi-object tracking workflows for KITTI and nuScenes data, tracking, evaluation, and visualization.

Implement efficient pagination strategies for large datasets using offset/limit, cursor-based, and keyset pagination. Use when returning collections, managing large result sets, or optimizing query…

Verify and validate emails and phone numbers, manage bounce rates, and maintain list hygiene schedules. Use when user asks about "email verification", "validate emails", "bounce rate", "ZeroBounce",…

Query and modify data in any connected integration (Linear, GitHub, HubSpot, Slack, Google services, etc.) or connected data warehouse (Databricks, Snowflake, BigQuery). Use listConnections() in the…

Evaluates classifiers and scoring models used as security gates for adversarial robustness, preprocessing differences, thresholds, abstention, and fallback behavior. Use when an authorized assessment…

Instrumenting streaming events: wires lib-streaming event emission end-to-end into a Lerian Go service via a 13-gate cycle (catalog, Builder bootstrap, Emit sites, outbox, HTTP manifest, NoopEmitter…

The Facebook Groups strategy skill -- Groups as Facebook's real organic surface, deeper than what facebook-strategy routes to community-management. Use when someone wants to build/grow/run a Facebook…

When the user wants to set up, improve, or audit analytics tracking and measurement. Also use when the user mentions "set up tracking," "GA4," "Google Analytics," "conversion tracking," "event…

Use when querying data with Ecto.Query DSL including where clauses, joins, aggregates, preloading, and query composition. Use for building flexible database queries in Elixir applications.

Analyze NPS, CSAT, and qualitative customer feedback to extract themes, identify trends, and generate actionable insight reports. Use when the user requests customer feedback analysis or provides…

Use when creating or customizing Workspace pages in Frappe v14-v16. Covers Workspace DocType structure, shortcuts, number cards, dashboard charts, custom HTML blocks, JSON content format, shipping…

Generate "X vs Y" and "Alternative to X" SEO/CRO pages targeting competitive search intent during PRD v0.9 Go-to-Market. Triggers on requests to build comparison pages, target competitive search…

Datadog docs lookup using docs.datadoghq.com/llms.txt and linked Markdown pages.

Query Datadog observability data (logs, metrics, monitors, dashboards, hosts) via direct API. Use when investigating production issues, checking monitors, searching logs, or accessing Datadog data.

Use when accepted PDRs exist and PRD.md must be generated or updated.

Master SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries. Use when debugging slow queries, designing database…

Composable MACH architecture: microservices, API mesh, and headless / Arsitektur MACH komposabel: microservices, API mesh, dan headless.

Cheminformatics toolkit for fine-grained molecular control. SMILES/SDF parsing, descriptors (MW, LogP, TPSA), fingerprints, substructure search, 2D/3D generation, similarity, reactions. For standard…

Optimize application performance through code splitting, lazy loading, caching strategies, bundle size reduction, render optimization, and profiling. Use when improving page load times, reducing…

Analyzes spatial transcriptomics with squidpy (1.8.x) on AnnData and SpatialData objects, routing platforms correctly: Visium spots use spatial_neighbors(coord_type='grid') and pair with…

Planning releases and reporting delivery work from GitHub PR history. Use when versioning, CHANGELOGs, rollout or rollback plans, engineering metrics, retrospectives, or stakeholder reports are…

Use this skill when the user asks about "north star metric", "what should our north star be", "define our north star", "key metric", "one metric that matters", "choosing our success metric", "how do…

Plans programmatic SEO: template-driven pages for long-tail keyword patterns, data sources, quality thresholds that avoid thin content, and indexation control. Use when the user wants to generate…

Reason about biomarker discovery and validation in HCLS — classifying biomarker intent, choosing feature-selection and cross-validation strategies, avoiding leakage, and planning external replication.…

Joplin — Note Manager — personal knowledge base. Personal productivity tool. Use when you need Joplin capabilities for personal organization, tracking, or management.

Use for professional frontend UI implementation with modern component composition, interaction states, forms, tables, cards, navigation, dashboards, SaaS surfaces, and maintainable design-system…

Implement intuitive content viewing with zoom, pan, rotate, and reset capabilities. Use when building image viewers, document visualization, or any application requiring detailed content inspection…

Simulator.Company chart and dashboard specialist. Use when the user wants to create, configure, or query charts (line, bar, stackedBar, pie, …), dashboards, or financial time-series visualisations on…

Guides agents through production data incidents. Use when a pipeline fails, publishes bad data, misses an SLA, partially loads, corrupts state, or requires rollback, replay, or stakeholder…

Salesforce implementation patterns for revenue operations teams. Use when the user mentions Salesforce, SFDC, Salesforce setup, Salesforce object model, Salesforce Flows, record-triggered flows,…

Use when designing and executing load testing, stress testing, endurance testing, spike testing, and performance testing. Includes test planning, test script creation, result analysis, and performance…