Data Analysis AI Skills

Expert guidance for Google Ads Script development including AdsApp API, campaign management, ad groups, keywords, bidding strategies, performance reporting, budget management, automated rules, and…

Search indexers and manage Prowlarr. Use when the user asks to "search for a torrent", "search indexers", "find a release", "check indexer status", "list indexers", "prowlarr search", "sync indexers",…

Predict biomolecular complexes with Chai-1, an open AlphaFold3-style model that folds multi-entity assemblies (proteins, ligands, nucleic acids) from a single typed FASTA — strong on antibody–antigen…

Query and download public cancer imaging data from NCI Imaging Data Commons. Invoke for any question about IDC collections, cancer imaging datasets, DICOM data access, radiology (CT, MR, PET) or…

Self-evolution engine for analog-agents. Reviews completed design sessions to extract lessons, discover new anti-patterns, propose checklist additions, and refine agent prompts. Run after design…

Voice, tone, and content guidelines for data/ML dashboards. Covers microcopy, error messages, success states, and data presentation language. Auto-invokes on copy, messaging, content, labels, error…

Implements sharp and fuzzy regression discontinuity designs in R or Python with bandwidth selection, manipulation testing, and sensitivity analysis. Use when user mentions RDD, cutoff, threshold,…

End-to-end catalog creation from a data source - extract, enrich metadata, generate assets, push to remote

Local-first analytics and structural audits for AI agent skills. Use when reviewing skill health, context cost, private local or Tailscale-remote usage receipts, conflicts, coverage, token burn, or…

Use when queries are slow, hanging, or returning wrong results. Covers the full FE→BE query hang flow, profile-based bottleneck analysis (scan skew, MERGE time dominance, join OOM, runtime filter),…

Search API configuration, boosting strategies, and processor patterns for Drupal. Covers index configuration, field types, custom boost processors, number field boosting, engagement metrics, and…

Audit the health of a PostHog project's data warehouse sources and syncs — find every broken or degraded source connection, sync schema, and webhook channel. Use when the user asks "why are my imports…

Plan and execute ambiguous or multi-stage GIS work, jointly choosing authoritative sources, compute, storage and delivery for the scale and team. Covers vector/raster/point-cloud analysis, routing,…

3D structural geological modeling using implicit methods. Create geological models with faults, folds, and unconformities from surface points and orientations. Use when the agent needs to: (1) Build…

Display a dashboard showing feature status, completion percentage, and blockers.

Use when setting up monitoring, alarms, dashboards, or event rules on Huawei Cloud Eye (CES). Triggers: Cloud Eye, CES, monitoring, alarm, metrics, dashboard, event monitoring. NOT for: CTS audit logs…

读取、创建、修改和验证 XLSX，支持模板保留、公式重算和错误检查。

Add recurring scheduled jobs (crons) to the Convex app.

Every x360Recover endpoint, plus the fleet-wide backup-health answers the API alone can't give - offline, joined, and agent-ready. Trigger phrases: `check axcient backups`, `which backups failed last…

Think and deliver like a management consultant from McKinsey, BCG, or Bain. Use when the user wants to: (1) Structure a business problem with hypothesis-driven decomposition, (2) Run strategy analysis…

Run IV, DiD, and RDD analyses in R with proper diagnostics

Create reports in Frappe including Report Builder, Query Reports (SQL), and Script Reports (Python + JS). Use when building data analysis views, dashboards, or custom reporting features.

Roll out governed MotherDuck analytics to internal teams, choosing trusted datasets, access boundaries, and owners.

pokeapi should become a local, searchable operational workspace, not only an endpoint wrapper. Use for 4 operation/source entries against https://pokeapi.co.

Query VictoriaTraces via curl using the Jaeger-compatible API. Use when discovering traced services and operations, searching traces by service/operation/duration/tags, retrieving traces by ID, or…

Use whenever the user wants to find, shortlist, vet, or enrich US public-relations and communications agencies — media relations, crisis comms, investor relations (IR), product-launch PR, tech/startup…

Prepare an approved social content queue for BulkPublish scheduling or publication. Use when "schedule social posts", "publish the calendar", "send posts to BulkPublish", or "hand off approved social…

Use when generating weekly GTM performance reports, summarizing pipeline activity, reviewing outreach metrics, or creating executive updates. Triggers: 'weekly report', 'GTM report', 'pipeline…

Choose and run the inferential test from the data structure, with effect sizes, CIs, multiplicity correction and explicit rejected alternatives. Refuses to report a p-value it cannot estimate.

Monitors how one or a few products changed over a period — by default week over week — on JoomPulse: Mercado Livre (Brasil) or Shopee Brasil. Use when a seller tracks a named product over time, given…

Chief Operating Officer (COO) orchestrator for cross-functional execution, process design, delivery cadence governance, vendor escalation, resource arbitration, and operational playbooks. Orchestrates…

Review monitoring, filtering, and automated responses for Google Play. Use when managing user reviews and feedback.

Automated weekly performance intelligence that replaces dashboard reviews with synthesized insights and recommended actions for retail merchandising leaders. Use when asked to 'give me my Monday…

Use when explaining where Roboflow features live in the app.roboflow.com web app, mapping intents like upload, annotate, train, deploy to specific page URLs.

Create beautiful, accessible user interfaces with shadcn/ui components (built on Radix UI + Tailwind), Tailwind CSS utility-first styling, and canvas-based visual designs. Use when building user…

Data visualization with chart selection, color theory, and annotation best practices. Covers chart types (bar, line, scatter, heatmap), axes rules, and storytelling with data. Use for: charts, graphs,…

Use when extending the Shopware 6 Administration — Vue components, module registration, twig-based component overrides, and data handling via the admin repository factory. Triggers on…

Coordinate end-to-end product interface work with context discovery, visual direction, specialist workflows, implementation, critique, and evidence-based verification.

Use this skill when the user uploads Excel (.xlsx/.xls) or CSV files and wants to perform data analysis, generate statistics, create summaries, pivot tables, SQL queries, or any form of structured…

Conducts systematic, scoping, and narrative literature reviews using PubMed, arXiv, bioRxiv, Semantic Scholar, and other appropriate sources. Use for research synthesis, reproducible literature…

Distributed training orchestration across clusters. Scales PyTorch/TensorFlow/HuggingFace from laptop to 1000s of nodes. Built-in hyperparameter tuning with Ray Tune, fault tolerance, elastic scaling.…

Use when dealing with cognee database migrations — understanding when they run automatically, checking or repairing migration state with cognee-cli upgrade/downgrade/stamp/current, a write blocked by…

Use when testing the golden_jupyter golden build

Design and run statistical experiments that test the formal problem, proposed methods, theoretical predictions, baselines, and ablations.

Analyze a user's Plannotator plan archive to extract denial patterns, feedback taxonomy, evolution over time, and actionable prompt improvements — then produce a polished HTML dashboard report. Falls…

渗透测试Agent操作系统。把渗透抽象成状态空间搜索:不预设固定路径,以项目黑板 Fact 图 (upsert_project_fact)+漏洞记录沉淀认知,路径从已验证事实上涌现。覆盖全杀伤链攻击手法 (联网情报/Web/认证/服务端/源码/社工/后渗透/二进制/内网域/云/区块链/AI/无线/硬件)+0day+…

Replay a HAR file as a mock backend to reproduce frontend performance issues with production data. Use when asked to replay a HAR file, reproduce a dashboard with a HAR, or test frontend performance…

安装、启动和使用 Proactive Agent，记录项目进展并在合适时机提醒下一步。

Score a LinkedIn post using real performance data. Pulls the user's own post history via Apify (or uses cached data) to identify what actually performs, then scores the draft against those patterns.…

Use when a user supplies new video content or a channel and wants on-brand YouTube titles, thumbnail concepts, rendered variants, A/B packaging, identity profiling, precise thumbnail revisions, an…

Create IoT architecture diagrams using PlantUML syntax with device and sensor stencil icons. Best for smart home, industrial IoT (IIoT), fleet management, edge computing, and sensor network layouts.