Major AI Skills

Major AI Skills Catalog

412 skills across 28 categories.

Featured workflows | skills.sh listing

3d

blender

Automate Blender scenes with the bpy Python API, build Geometry Nodes workflows, configure Cycles or EEVEE renders, and troubleshoot headless batch jobs.

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cinema-4d

Script Cinema 4D scene workflows, configure MoGraph systems, and troubleshoot Redshift rendering.

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houdini

Automate Houdini procedural workflows with VEX, the hou Python API, PDG/TOPs, and Solaris/Karma rendering.

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substance-painter

Automate Substance 3D Painter texturing and mesh-map baking with Python and batch tools; inspect PBR export workflows.

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zbrush

Automate ZBrush sculpting workflows with ZScript, prepare retopology with ZRemesher, and manage mesh decimation or exports.

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automation

n8n

Build n8n workflows with nodes, webhooks, credentials, and expression-based data mapping through its editor or REST API.

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zapier

Build Zapier automations with triggers, actions, filters, paths, and storage; handle mapping and execution errors.

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cad

catia

Automate CATIA V5 and 3DEXPERIENCE modeling workflows through CAA or COM, including shape design and assembly operations.

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fusion-360

Automate Autodesk Fusion parametric models with the Python API, inspect timeline features, and prepare CAM workflows for review.

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rhino

Automate Rhino modeling through RhinoCommon, work with Grasshopper data trees, and configure Rhino.Compute workflows.

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siemens-nx

Automate Siemens NX modeling with NX Open Python and troubleshoot synchronous modeling or Teamcenter integration.

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solidworks

Automate SOLIDWORKS parts and assemblies with COM, Python, and VBA; inspect FeatureManager rebuild errors, configure mates, and batch-export CAD files.

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common-sense

act-as-a-personal-tutor

Explain a subject step by step, assess prior knowledge, and use short exercises to check understanding before advancing.

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ask-ai-to-audit-itself

Review a draft answer for logical errors, missing requirements, edge cases, and claims needing external verification.

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ask-ai-to-check-its-math

Check arithmetic with explicit formulas and a calculator or executable code before presenting numerical results.

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ask-for-three-options

Compare conservative, balanced, and ambitious approaches with their trade-offs when choosing a course of action.

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ask-short-answer-first

Lead with a brief direct answer and place supporting detail afterward when the reader needs a quick decision.

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dont-trust-ai-medical-diagnoses

Use AI for medical vocabulary and appointment preparation while directing diagnosis and treatment questions to qualified clinicians.

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draft-meeting-agendas

Create a time-boxed meeting agenda with discussion owners, pre-reads, and explicit decisions to reach.

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draft-multiple-variations

Generate meaningfully different copy variants based on audience needs and angles rather than synonym substitutions.

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give-examples-first

Provide concrete input and output examples when a task's format or style is difficult to describe abstractly.

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iterate-step-by-step

Develop a complex deliverable in reviewable stages, carrying forward agreed requirements and decisions.

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play-devils-advocate

Stress-test an idea with opposing arguments, failure scenarios, and a premortem before committing resources.

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pros-and-cons-table

Compare options using benefits, drawbacks, weighted criteria, and reversibility when making a decision.

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roleplay-an-expert

Specify relevant domain context and evaluation criteria to obtain focused advice while verifying factual claims.

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specify-the-audience

Describe the audience's expertise and needs so vocabulary, detail, and framing fit the intended reader.

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use-plain-text-over-pdfs

Provide extracted text when layout is irrelevant, retaining the original PDF for visual or page-specific verification.

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use-simple-analogies

Explain an unfamiliar concept through a familiar example and identify where the analogy stops applying.

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cross-platform

bruno

Create version-controlled Bruno API collections, write Bru request files, and run API checks through the Bruno CLI in CI.

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ffmpeg

Transcode and compress video with FFmpeg, inspect streams with ffprobe, build filtergraphs and HLS outputs, and diagnose codec or hardware-encoder failures.

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losslesscut

Trim and join media with LosslessCut, inspect keyframe boundaries, and choose between stream copying and smart-cut rendering.

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nginx

Configure Nginx web serving, reverse proxies, TLS termination, rate limits, and upstream load balancing; diagnose request failures.

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rclone

Plan and run Rclone cloud transfers, synchronization, encrypted remotes, and mounts while checking source and destination behavior.

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sniffnet

Inspect network traffic with Sniffnet, configure packet filters and bandwidth alerts, and troubleshoot capture drivers.

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tailscale

Configure Tailscale connectivity, subnet routing, and MagicDNS; troubleshoot WireGuard paths and DERP relay behavior.

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tauri

Build secure cross-platform desktop applications with Tauri v2; configure Rust backend IPC commands, window management, and granular permission capabilities.

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ventoy

Configure Ventoy multiboot USB media and plugin settings, and diagnose boot or Secure Boot enrollment issues.

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wireshark

Inspect packet captures with Wireshark or TShark, write display filters, and troubleshoot TCP or authorized TLS analysis.

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design

adobe-photoshop

Automate Photoshop image-processing tasks with UXP or ExtendScript, Actions, batch jobs, and Smart Objects.

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figma

Build Figma plugins, export selected frames, audit components, and map variables to design tokens using the Plugin and REST APIs.

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development

agent-injection-boundary-test

Test an authorized AI agent's handling of instructions embedded in retrieved documents or tool outputs using harmless canaries.

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agent-tool-replay-test

Replay recorded AI tool calls against deterministic fixtures to test argument validation, error handling, and side-effect boundaries.

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ai-citation-verification

Check whether an AI answer's citations actually support its factual claims, with source-location evidence and explicit uncertainty.

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ai-evaluation-dataset

Build a versioned JSONL evaluation dataset for an AI workflow, with acceptance criteria, held-out cases, and leakage checks.

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ai-human-handoff-contract

Define and test when an AI workflow must hand a task to a human, preserving evidence and preventing unapproved continuation.

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ai-pii-redaction-review

Prepare a privacy-reviewed AI input using field-aware redaction, stable placeholders, and leakage checks before external submission.

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android-studio

Configure Android Studio Gradle projects, emulators, build variants, and signing; diagnose build and runtime failures with AGP and Logcat.

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anthropic-api

Integrate the Anthropic Messages API with system prompts, tool calls, streaming, and client error handling.

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chromadb

Build local RAG storage with ChromaDB collections, embeddings, metadata filters, and persistent vector indexes.

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codeql

Configure GitHub CodeQL analysis, run or write queries, interpret SARIF findings, and verify fixes for reported vulnerabilities.

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django

Build Django models, views, routes, and admin features; review ORM queries, migrations, and deployment settings.

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express

Build Express.js routers and middleware with request validation, async error handling, and clear application structure.

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fastapi

Build and test FastAPI services with Pydantic models, dependency injection, async routes, OpenAPI, and authentication hooks.

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firebase

Build Firebase authentication, database rules, Cloud Functions, and messaging workflows; test access boundaries with the Emulator Suite.

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flask

Build Flask applications with app factories, blueprints, JSON or Jinja responses, extensions, and pytest checks.

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flutter

Build Flutter widget interfaces, organize state and async behavior, and prepare platform integrations and release builds.

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go-services

Build Go HTTP services with contextual cancellation, middleware, tests, and compact deployable binaries.

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graphql-apis

Design GraphQL schemas and resolvers with authorization checks and N+1 query prevention.

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graphql-client

Build Apollo Client or urql queries and mutations, manage cache behavior, and handle authentication and errors.

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kotlin

Write Kotlin with null-safe types, coroutines, flows, and data classes; integrate with Java and Android APIs.

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langchain

Build LangChain LCEL, tool, and retrieval workflows with explicit memory boundaries and application structure.

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llamaindex

Build LlamaIndex ingestion, retrieval, and query pipelines and evaluate RAG behavior on task-relevant examples.

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llm-cost-latency-benchmark

Measure an AI workflow's observed token cost and end-to-end latency across representative cases with reproducible configuration.

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llm-json-contract-check

Validate AI-generated JSON against an application's schema and business rules, distinguishing refusals and truncation from malformed output.

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meilisearch

Configure Meilisearch full-text search engine; tune typo tolerance, ranking rules, filterable and searchable attributes, and instant search latency.

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nextjs

Build Next.js applications with the App Router, server and client components, route handlers, caching, and deployment configuration.

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nodejs

Build Node.js modules and services with async I/O, streams, package scripts, and deliberate process-lifecycle handling.

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openai-api

Integrate OpenAI Responses or Chat Completions, tools, and embeddings with retry handling and clear client boundaries.

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owasp-asvs

Map application-security review evidence to OWASP ASVS requirements, select an appropriate verification level, and triage gaps.

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postman

Build Postman collections and environments, write request scripts, and run API smoke checks with Newman.

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prisma

Model data with Prisma, manage migrations and transactions, and review relation queries for N+1 behavior.

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prompt-regression-gate

Compare prompt revisions on a frozen AI evaluation set with paired runs, slice-level regressions, and explicit release thresholds.

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python-packaging

Package Python projects with pyproject.toml, build wheels, configure test and lint tools, and prepare index publishing.

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qdrant

Manage Qdrant vector databases; optimize HNSW indexing, payload filtering, hybrid dense-sparse search, and high-dimensional collection schemas.

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rag-retrieval-audit

Diagnose missing evidence in a retrieval-augmented generation pipeline using labeled queries, chunk inspection, and retrieval metrics.

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rails

Build Rails applications with Active Record, migrations, controllers, strong parameters, and framework conventions.

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react

Build accessible React interfaces with function components, hooks, and deliberate state ownership; troubleshoot effects, list keys, and interactive behavior.

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react-native

Build React Native interfaces and navigation, integrate native modules, and prepare platform release builds.

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rust-cli

Build Rust command-line tools with clap, structured errors, Cargo workspaces, and distributable binaries.

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semgrep

Write and run Semgrep rules, triage findings, and tune CI scanning to reduce irrelevant alerts.

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shopify-app

Build Shopify apps with OAuth or session tokens, Admin GraphQL, extensions, webhooks, and billing integration.

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spring-boot

Build Spring Boot REST services with validation, profiles, dependency injection, Actuator, and focused test slices.

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stripe

Integrate Stripe Checkout, PaymentIntents, subscriptions, and signed webhooks with idempotency and test-mode checks.

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surrealdb

Design multi-model schemas and query SurrealDB using SurrealQL; implement graph relations, live queries, record links, and granular access rules.

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swift

Write Swift with optionals, value types, protocols, async/await, and actors; manage state in SwiftUI workflows.

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temporal

Author and orchestrate Temporal workflows and activities; implement saga compensation, deterministic execution, retries, signals, and queries.

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typescript

Model TypeScript data with strict types, narrowing, and generics; configure tsconfig and migrate JavaScript while checking untyped boundaries.

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vercel

Configure Vercel projects, environment variables, build settings, and preview deployments before a production rollout.

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vllm

Deploy, tune, and query vLLM high-throughput inference engines; configure PagedAttention, continuous batching, chunked prefill, and multi-GPU tensor parallelism.

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vscode

Configure VS Code tasks, debugging, settings, and extensions, and automate editor workflows with the code CLI.

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wordpress

Build WordPress themes and plugins, automate tasks with WP-CLI, and review hooks, REST integration, and common security issues.

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xcode-ios

Configure Xcode targets, simulators, signing, SwiftUI or UIKit projects, and archive or export workflows.

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devops

airflow

Build and troubleshoot Apache Airflow DAGs, operators, sensors, schedules, and retry behavior for data pipelines.

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ansible

Write idempotent Ansible playbooks, inventories, and roles; use check mode and ansible-vault for controlled infrastructure automation.

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argocd

Configure Argo CD Applications, AppProjects, and sync policies; inspect health checks and troubleshoot GitOps rollouts.

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aws-cli

Use AWS CLI profiles and SSO to inspect and manage S3, EC2, Lambda, IAM, and CloudWatch resources with explicit account and region selection.

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azure-cli

Use the Azure CLI to manage subscriptions, resource groups, AKS, App Service, Key Vault, and role assignments.

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clickhouse

Design ClickHouse MergeTree tables, partitioning, and projections; inspect ingestion and analytical query performance.

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consul

Configure Consul service discovery, health checks, key-value settings, and service-mesh intentions.

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dbt

Build dbt models with refs, data tests, and generated documentation for version-controlled warehouse transformations.

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dependabot-config

Configure Dependabot update ecosystems, schedules, groups, and ignore rules in dependabot.yml.

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docker

Build Docker images and Compose environments, optimize multi-stage Dockerfiles with BuildKit, and troubleshoot container networking and runtime failures.

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elasticsearch

Configure Elasticsearch mappings and ingest pipelines, investigate cluster health and queries, and plan reindexing or lifecycle changes.

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fluxcd

Configure Flux CD GitRepository, Kustomization, and HelmRelease resources; troubleshoot reconciliation and image-update automation.

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gcloud-cli

Manage Google Cloud projects, IAM, GKE, Cloud Run, and storage with gcloud while checking the active project and deployment target.

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github-actions

Build GitHub Actions workflows with job matrices, caching, reusable workflows, OIDC authentication, and protected secrets; diagnose CI failures.

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github-packages-npm

Publish or consume scoped npm packages through GitHub Packages, configure registry authentication, and troubleshoot package access.

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gpg-signing

Configure GPG commit and tag signing, verify signatures, and plan key revocation or recovery.

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grafana

Build Grafana dashboards and variables, configure data sources and alerting, and provision dashboards as code.

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helm

Package Kubernetes applications as Helm charts, configure values and dependencies, and inspect release upgrades or rollbacks.

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incident-runbooks

Write on-call runbooks with symptoms, severity, diagnostics, mitigation steps, escalation paths, and incident references.

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kafka

Configure Kafka topics and consumers, inspect partitions and offsets, and diagnose consumer-group lag.

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keda

Configure Kubernetes Event-driven Autoscaling (KEDA); deploy ScaledObjects, ScaledJobs, TriggerAuthentications, and queue/metric-driven autoscalers.

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kubernetes

Design and debug Kubernetes Deployments, Services, Ingress, configuration, and rollouts using kubectl.

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lets-encrypt

Issue and renew Let's Encrypt certificates with certbot or acme.sh, configure ACME challenges, and diagnose renewal failures.

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makefile-automation

Design Makefile targets, dependencies, variables, and discoverable repository automation commands.

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mongodb

Design MongoDB documents and indexes, build aggregation pipelines, and investigate query plans or transaction behavior.

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mysql

Design and administer MySQL or MariaDB schemas, indexes, grants, backups, and migrations; investigate replication basics.

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nats

Configure NATS messaging and JetStream persistence; manage pub/sub subjects, consumer groups, key-value buckets, and distributed clustering.

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nginx-hardening

Review Nginx reverse-proxy security settings, TLS, headers, request limits, and upstream boundaries. Use for focused hardening work.

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nomad

Write Nomad jobspecs and task groups, configure networking and variables, and manage workload rollouts.

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opentelemetry

Instrument services with OpenTelemetry traces, metrics, and logs; configure collectors and diagnose context propagation.

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packer

Build machine images with Packer templates, builders, and provisioners as part of an immutable deployment workflow.

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postgresql

Design PostgreSQL schemas and indexes, investigate slow queries with EXPLAIN ANALYZE, and plan migrations, vacuum maintenance, and operational checks.

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prefect

Build Prefect flows and tasks, configure deployments and work pools, and troubleshoot retries or pipeline observability.

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prometheus

Configure Prometheus scraping and exporters, write PromQL and alert rules, and control metric cardinality.

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pulumi

Manage Pulumi stacks, providers, secrets, and infrastructure previews before applying reviewed changes.

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rabbitmq

Configure RabbitMQ exchanges, queues, bindings, acknowledgements, dead-letter routing, and consumer processing.

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redis

Design Redis keys and caching with appropriate TTLs, data structures, and eviction behavior; inspect memory or pub/sub issues.

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redis-streams

Build Redis Streams consumers with groups, acknowledgements, pending-entry recovery, and trimming policies.

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snowflake

Manage Snowflake warehouses, roles, stages, and COPY workflows; investigate analytical SQL and resource usage.

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snyk

Run Snyk dependency, container, and infrastructure scans; review findings, ignore policies, and CI gates.

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sqlite

Design SQLite schemas and migrations, configure WAL and pragmas, and plan backups within its concurrency limits.

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supabase

Build Supabase-backed applications with SQL migrations, Auth, row-level security, Edge Functions, the JavaScript client, and CLI development workflows.

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supabase-rls

Design and review Supabase row-level security policies, security-definer functions, storage access, and authorization boundaries. Use for focused RLS reviews.

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terraform

Write and review Terraform HCL, configure providers and remote state, and assess plan changes before infrastructure applies.

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terraform-aws

Design AWS Terraform modules, IAM permissions, providers, and state backends; review AWS-specific infrastructure plans.

npx skills add alivirgo/Major-AI-Skills --skill terraform-aws
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traefik

Deploy Traefik edge router and reverse proxy; configure dynamic Docker/Kubernetes discovery, middleware chains, rate limiting, and automatic ACME TLS.

npx skills add alivirgo/Major-AI-Skills --skill traefik
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trivy

Scan containers, filesystems, repositories, and infrastructure code with Trivy, then triage CVEs and configure CI thresholds.

npx skills add alivirgo/Major-AI-Skills --skill trivy
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vault

Configure Vault secret engines, policies, AppRole or Kubernetes authentication, and dynamic credential leases.

npx skills add alivirgo/Major-AI-Skills --skill vault
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digital-forensics

autopsy

Automate authorized forensic analysis in Autopsy with Sleuth Kit ingest modules, evidence-processing pipelines, and search indexing.

npx skills add alivirgo/Major-AI-Skills --skill autopsy
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encase

Automate authorized EnCase forensic workflows with EnScript, E01/Ex01 evidence files, and Evidence Processor jobs.

npx skills add alivirgo/Major-AI-Skills --skill encase
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ftk

Automate authorized FTK evidence workflows with FTK Imager, distributed processing, and known-file hash filtering.

npx skills add alivirgo/Major-AI-Skills --skill ftk
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eda

altium-designer

Automate Altium Designer PCB workflows with DXP scripts, design-rule checks, OutJob fabrication outputs, and routing configuration.

npx skills add alivirgo/Major-AI-Skills --skill altium-designer
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cadence-virtuoso

Automate Cadence Virtuoso design and simulation with SKILL, OCEAN, and Spectre; inspect DRC and LVS verification results.

npx skills add alivirgo/Major-AI-Skills --skill cadence-virtuoso
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kicad

Automate KiCad board workflows with pcbnew and kicad-cli, configure design rules, and generate fabrication outputs for review.

npx skills add alivirgo/Major-AI-Skills --skill kicad
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ltspice

Build LTspice netlists, automate measurements, and investigate convergence or switching-converter simulation behavior.

npx skills add alivirgo/Major-AI-Skills --skill ltspice
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efficiency

abbreviated-git-status

Inspect Git branch, staging, and working-tree changes with short or porcelain status output when a compact repository check is needed.

npx skills add alivirgo/Major-AI-Skills --skill abbreviated-git-status
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ansi-strip-logger

Remove ANSI colors and terminal control sequences from logs before passing them into model context or structured reports.

npx skills add alivirgo/Major-AI-Skills --skill ansi-strip-logger
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artifact-reuse-pattern

Update an existing plan or state artifact in place when the same document needs to track progress across multiple agent turns.

npx skills add alivirgo/Major-AI-Skills --skill artifact-reuse-pattern
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ast-refactoring-scripts

Use AST-aware tools such as libcst, ts-morph, or jscodeshift for repeatable code migrations across many files.

npx skills add alivirgo/Major-AI-Skills --skill ast-refactoring-scripts
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ast-skeletonizer

Extract types, classes, and function signatures into a compact code outline when investigating structure before implementation details.

npx skills add alivirgo/Major-AI-Skills --skill ast-skeletonizer
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atomic-code-edits

Apply localized code replacements when only a small part of a file changes, preserving surrounding implementation and review context.

npx skills add alivirgo/Major-AI-Skills --skill atomic-code-edits
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batch-api-job-processing

Organize asynchronous evaluation, audit, or dataset workloads for a provider's batch API when immediate responses are unnecessary.

npx skills add alivirgo/Major-AI-Skills --skill batch-api-job-processing
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binary-file-suppression

Detect binary, compiled, and media files before text ingestion so agent context contains readable source and metadata.

npx skills add alivirgo/Major-AI-Skills --skill binary-file-suppression
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boolean-flag-responses

Design boolean or enum outputs for narrow diagnostic and triage tasks whose full result fits a fixed set of values.

npx skills add alivirgo/Major-AI-Skills --skill boolean-flag-responses
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cached-system-instructions

Structure stable system instructions and variable input separately when configuring supported prompt-cache workflows.

npx skills add alivirgo/Major-AI-Skills --skill cached-system-instructions
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cached-tool-permission-grants

Reuse session-scoped tool approvals where the host supports them, preserving the user's approved scope and existing permission boundaries.

npx skills add alivirgo/Major-AI-Skills --skill cached-tool-permission-grants
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comment-stripping-preprocessor

Prepare compact source excerpts for model input by removing redundant comments while retaining necessary context and keeping original files intact.

npx skills add alivirgo/Major-AI-Skills --skill comment-stripping-preprocessor
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compact-dir-listing

List relative file paths compactly when exploring repository structure without a full decorative directory tree.

npx skills add alivirgo/Major-AI-Skills --skill compact-dir-listing
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compact-enum-mappings

Define compact enum representations for structured payloads when both producer and consumer share the same documented mapping.

npx skills add alivirgo/Major-AI-Skills --skill compact-enum-mappings
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compact-error-codes

Represent repeated runtime failures with stable error codes and source locations while keeping full diagnostics available for investigation.

npx skills add alivirgo/Major-AI-Skills --skill compact-error-codes
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compact-error-handling

Reduce repeated exception-handling code with language-appropriate constructs while preserving error propagation and diagnostics.

npx skills add alivirgo/Major-AI-Skills --skill compact-error-handling
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compact-guard-clauses

Refactor deeply nested conditions into early-return guard clauses when doing so improves readability and preserves behavior.

npx skills add alivirgo/Major-AI-Skills --skill compact-guard-clauses
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compact-status-updates

Write brief progress updates that state the current result, relevant blocker, and next meaningful action.

npx skills add alivirgo/Major-AI-Skills --skill compact-status-updates
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compact-yaml-frontmatter

Write concise YAML metadata for skills and documents with clear names, descriptions, and supported routing fields.

npx skills add alivirgo/Major-AI-Skills --skill compact-yaml-frontmatter
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compressed-json-repair

Repair malformed model-generated JSON with a local parser or repair library, then validate it against the expected schema.

npx skills add alivirgo/Major-AI-Skills --skill compressed-json-repair
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concise-output-enforcer

Set explicit output-format and length constraints for tasks that need concise answers or machine-consumable results.

npx skills add alivirgo/Major-AI-Skills --skill concise-output-enforcer
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context-pruning-directive

Prune stale tool output and redundant conversation history while retaining current requirements, decisions, and unresolved work.

npx skills add alivirgo/Major-AI-Skills --skill context-pruning-directive
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csv-over-json-tables

Represent rectangular datasets as CSV or TSV when repeated JSON field names add unnecessary payload size.

npx skills add alivirgo/Major-AI-Skills --skill csv-over-json-tables
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dead-code-elimination

Use static analysis to identify unused functions, variables, and imports before proposing code removal.

npx skills add alivirgo/Major-AI-Skills --skill dead-code-elimination
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dense-shorthand-notation

Use documented compact notation for business rules or state transitions when readers can interpret it unambiguously.

npx skills add alivirgo/Major-AI-Skills --skill dense-shorthand-notation
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direct-tool-selection

Choose a task-specific tool from available capabilities when its documented behavior matches the requested operation.

npx skills add alivirgo/Major-AI-Skills --skill direct-tool-selection
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early-exit-evaluation

Stop an exploratory search after sufficient evidence establishes the cause, then verify the proposed fix.

npx skills add alivirgo/Major-AI-Skills --skill early-exit-evaluation
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head-tail-log-clipping

Keep the opening context and final diagnostics of large logs, with omitted content clearly identified and available if needed.

npx skills add alivirgo/Major-AI-Skills --skill head-tail-log-clipping
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in-place-file-mutation

Edit the intended source file directly when a temporary replacement would create unnecessary copies or cleanup.

npx skills add alivirgo/Major-AI-Skills --skill in-place-file-mutation
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lazy-dependency-loading

Load dependency documentation relevant to the current API or error while checking version-sensitive assumptions.

npx skills add alivirgo/Major-AI-Skills --skill lazy-dependency-loading
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logit-bias-token-steering

Configure token-bias controls on supporting model APIs for constrained generation, then validate the returned values.

npx skills add alivirgo/Major-AI-Skills --skill logit-bias-token-steering
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model-tier-routing

Route model requests by task complexity, latency needs, and measured quality within a defined cost budget.

npx skills add alivirgo/Major-AI-Skills --skill model-tier-routing
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no-ls-bash-listing

Use structured filesystem listings when the host provides them and bounded file metadata is sufficient.

npx skills add alivirgo/Major-AI-Skills --skill no-ls-bash-listing
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no-polite-chitchat-closing

Finish a task response with the result and necessary limitations when an additional conversational closing adds no information.

npx skills add alivirgo/Major-AI-Skills --skill no-polite-chitchat-closing
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no-vendor-directory-scans

Exclude generated dependency and build directories from recursive searches unless the investigation specifically requires them.

npx skills add alivirgo/Major-AI-Skills --skill no-vendor-directory-scans
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one-shot-subagent-prompts

Write self-contained delegated tasks with relevant context, boundaries, completion criteria, and a useful return format.

npx skills add alivirgo/Major-AI-Skills --skill one-shot-subagent-prompts
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prompt-cache-control

Configure supported prompt caching around stable instructions and tool schemas, checking current provider behavior and usage metrics.

npx skills add alivirgo/Major-AI-Skills --skill prompt-cache-control
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regex-one-liner-refactoring

Use regular expressions for bounded text transformations when structured parsing is unnecessary and edge cases are covered.

npx skills add alivirgo/Major-AI-Skills --skill regex-one-liner-refactoring
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scratch-file-isolation

Keep temporary debugging scripts and test payloads in a dedicated scratch directory separate from maintained source.

npx skills add alivirgo/Major-AI-Skills --skill scratch-file-isolation
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semantic-key-shortening

Use familiar short field names in compact payloads when their meaning stays clear to producers and consumers.

npx skills add alivirgo/Major-AI-Skills --skill semantic-key-shortening
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single-pass-multi-replace

Apply related replacements in one edit operation when the tool can validate each target against the original file.

npx skills add alivirgo/Major-AI-Skills --skill single-pass-multi-replace
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stop-sequence-truncation

Configure supported stop sequences for bounded output formats and check that they do not truncate valid content.

npx skills add alivirgo/Major-AI-Skills --skill stop-sequence-truncation
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summarized-rag-memories

Summarize retrieved documents into task-relevant facts with source references before assembling model context.

npx skills add alivirgo/Major-AI-Skills --skill summarized-rag-memories
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symbol-declaration-index

Generate or query compact symbol indexes with Ctags or Tree-sitter to locate declarations in large repositories.

npx skills add alivirgo/Major-AI-Skills --skill symbol-declaration-index
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temperature-zero-determinism

Configure low-temperature generation where supported for tasks needing lower output variability, with independent correctness checks.

npx skills add alivirgo/Major-AI-Skills --skill temperature-zero-determinism
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token-aware-chunking

Split source code and documentation at semantic boundaries while respecting the target tokenizer's size limits.

npx skills add alivirgo/Major-AI-Skills --skill token-aware-chunking
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token-budget-allocator

Allocate a context budget across instructions, tool schemas, retrieved material, and conversation history.

npx skills add alivirgo/Major-AI-Skills --skill token-budget-allocator
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tool-choice-forcing

Select a required or named tool through supported API controls and validate the resulting arguments before execution.

npx skills add alivirgo/Major-AI-Skills --skill tool-choice-forcing
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top-k-vector-pruning

Tune retrieval count, relevance thresholds, and reranking for a RAG task using measured answer quality.

npx skills add alivirgo/Major-AI-Skills --skill top-k-vector-pruning
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enterprise

hubspot

Manage HubSpot CRM objects and properties, configure workflows and private apps, and handle API rate limits.

npx skills add alivirgo/Major-AI-Skills --skill hubspot
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ibm-maximo

Automate IBM Maximo asset workflows with MBO Jython scripts, OSLC REST interfaces, and MIF integrations.

npx skills add alivirgo/Major-AI-Skills --skill ibm-maximo
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ptc-windchill

Automate Windchill PLM workflows through OData APIs, inspect Workgroup Manager integration, and troubleshoot MethodServer operations.

npx skills add alivirgo/Major-AI-Skills --skill ptc-windchill
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salesforce

Build Salesforce workflows using SOQL, Apex, Flows, Lightning Web Components, and scoped API integrations.

npx skills add alivirgo/Major-AI-Skills --skill salesforce
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servicenow-desktop

Automate ServiceNow agent and integration workflows using MID Server, Agent Client Collector, and Table REST APIs.

npx skills add alivirgo/Major-AI-Skills --skill servicenow-desktop
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erp

dynamics-nav

Automate Dynamics NAV and Business Central workflows with AL/CAL codeunits, OData integrations, and server administration.

npx skills add alivirgo/Major-AI-Skills --skill dynamics-nav
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oracle-ebs

Automate Oracle EBS workflows with Concurrent Programs, PL/SQL, Oracle Forms, and FNDLOAD configuration migrations.

npx skills add alivirgo/Major-AI-Skills --skill oracle-ebs
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sap-gui

Automate SAP GUI workflows with VBScript or Python, inspect ALV controls, and troubleshoot scripting or landscape configuration.

npx skills add alivirgo/Major-AI-Skills --skill sap-gui
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game-engines

cryengine

Build CryEngine C++ plugins and Schematyc components; troubleshoot Sandbox Editor workflows and SVOGI lighting.

npx skills add alivirgo/Major-AI-Skills --skill cryengine
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godot

Build Godot 4 scenes and GDScript workflows, inspect physics behavior, and configure headless project exports.

npx skills add alivirgo/Major-AI-Skills --skill godot
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rpg-maker

Build RPG Maker MZ or MV JavaScript plugins, edit game data, and troubleshoot events or Pixi.js rendering.

npx skills add alivirgo/Major-AI-Skills --skill rpg-maker
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unity

Automate Unity editor and runtime workflows with C#, Addressables, render pipelines, and batch builds.

npx skills add alivirgo/Major-AI-Skills --skill unity
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unreal-engine

Build Unreal Engine workflows with Blueprints, C++, editor Python, and Unreal Automation Tool build or packaging jobs.

npx skills add alivirgo/Major-AI-Skills --skill unreal-engine
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gis

arcgis-pro

Automate ArcGIS Pro geoprocessing with ArcPy, enterprise geodatabases, and Spatial Analyst workflows.

npx skills add alivirgo/Major-AI-Skills --skill arcgis-pro
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qgis

Automate QGIS geospatial workflows with PyQGIS, qgis_process, GDAL/OGR, and PostGIS; inspect layers and troubleshoot processing jobs.

npx skills add alivirgo/Major-AI-Skills --skill qgis
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knowledge

confluence

Organize Confluence page trees, macros, labels, and permissions; perform scoped content updates through the REST API.

npx skills add alivirgo/Major-AI-Skills --skill confluence
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notion

Create and update Notion pages, blocks, database entries, and property schemas through its API.

npx skills add alivirgo/Major-AI-Skills --skill notion
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obsidian

Organize Obsidian vaults with Markdown, URI links, Templater, Dataview, and local plugin workflows.

npx skills add alivirgo/Major-AI-Skills --skill obsidian
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linux

omarchy

Configure and extend the Omarchy Linux desktop, troubleshoot Hyprland and Quickshell, and customize Neovim or desktop themes.

npx skills add alivirgo/Major-AI-Skills --skill omarchy
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macos

appcleaner

Inspect macOS application bundles and related files for AppCleaner workflows, review removal candidates, and troubleshoot SmartDelete behavior.

npx skills add alivirgo/Major-AI-Skills --skill appcleaner
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dropover

Configure Dropover file-shelf workflows and URL integrations, and diagnose macOS gesture or window behavior.

npx skills add alivirgo/Major-AI-Skills --skill dropover
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maccy

Configure Maccy clipboard workflows and inspect pasteboard, Secure Input, storage, or simulated-paste issues on macOS.

npx skills add alivirgo/Major-AI-Skills --skill maccy
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macwhisper

Build MacWhisper transcription and subtitle workflows and troubleshoot local speech-model execution on Apple hardware.

npx skills add alivirgo/Major-AI-Skills --skill macwhisper
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orbstack

Configure OrbStack containers and Linux environments on macOS; troubleshoot shared files, emulation, and local networking.

npx skills add alivirgo/Major-AI-Skills --skill orbstack
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raycast

Build Raycast extensions with React and TypeScript, create Script Commands, and troubleshoot URL schemes and extension execution on macOS.

npx skills add alivirgo/Major-AI-Skills --skill raycast
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rectangle

Configure Rectangle window shortcuts and multi-display layouts; troubleshoot macOS Accessibility permissions and URL actions.

npx skills add alivirgo/Major-AI-Skills --skill rectangle
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shottr

Configure Shottr capture and OCR workflows on macOS and investigate scrolling-capture or graphics issues.

npx skills add alivirgo/Major-AI-Skills --skill shottr
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velja

Configure Velja browser-routing rules and URL handling on macOS, including tracking-parameter cleanup.

npx skills add alivirgo/Major-AI-Skills --skill velja
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medical

3d-slicer

Automate 3D Slicer research workflows with MRML, VTK/ITK, DICOM data, and Segment Editor. Use for software workflows, not clinical interpretation.

npx skills add alivirgo/Major-AI-Skills --skill 3d-slicer
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horos

Configure Horos DICOM and PACS workflows, automate DCMTK transfers, and troubleshoot plugins without interpreting clinical findings.

npx skills add alivirgo/Major-AI-Skills --skill horos
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osirix

Configure OsiriX DICOM networking, database indexing, and hanging protocols for software workflows, not clinical interpretation.

npx skills add alivirgo/Major-AI-Skills --skill osirix
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music

ableton-live

Automate Ableton Live sessions with Python MIDI Remote Scripts, Max for Live, AbletonOSC, and Link synchronization.

npx skills add alivirgo/Major-AI-Skills --skill ableton-live
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cubase

Configure Cubase MIDI Remote scripts, Expression Maps, and MixConsole workflows; investigate ASIO Guard and performance issues.

npx skills add alivirgo/Major-AI-Skills --skill cubase
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fl-studio

Script FL Studio MIDI controls, configure Patcher and mixer workflows, and troubleshoot automated rendering.

npx skills add alivirgo/Major-AI-Skills --skill fl-studio
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logic-pro

Automate Logic Pro MIDI with Scripter JavaScript, configure Audio Units, and troubleshoot CoreAudio or spatial-audio workflows.

npx skills add alivirgo/Major-AI-Skills --skill logic-pro
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pro-tools

Automate Pro Tools session workflows with its scripting SDK and troubleshoot AAX, HDX, or EUCON integration.

npx skills add alivirgo/Major-AI-Skills --skill pro-tools
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network

cloudflare-dns

Manage Cloudflare DNS records, proxy status, TTLs, and API tokens while planning and verifying DNS changes.

npx skills add alivirgo/Major-AI-Skills --skill cloudflare-dns
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omada-controller

Manage TP-Link Omada controller workflows with the REST OpenAPI, device adoption, and VLAN or VPN configuration.

npx skills add alivirgo/Major-AI-Skills --skill omada-controller
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wireguard

Configure WireGuard keys, peers, interfaces, and AllowedIPs; troubleshoot routing and NAT traversal.

npx skills add alivirgo/Major-AI-Skills --skill wireguard
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office

microsoft-excel

Automate Excel workbooks with Office Scripts, Power Query, VBA, and dynamic arrays while checking data consistency.

npx skills add alivirgo/Major-AI-Skills --skill microsoft-excel
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plc-industrial

codesys

Develop CODESYS Structured Text and Python ScriptEngine workflows; troubleshoot fieldbus and OPC UA integration in a test environment.

npx skills add alivirgo/Major-AI-Skills --skill codesys
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rockwell-studio-5000

Work with Studio 5000 Logix projects, L5X files, and pycomm3 communications in an authorized industrial test environment.

npx skills add alivirgo/Major-AI-Skills --skill rockwell-studio-5000
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siemens-tia-portal

Develop TIA Portal SCL and Openness automation, and inspect SIMATIC communications in an authorized test environment.

npx skills add alivirgo/Major-AI-Skills --skill siemens-tia-portal
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productivity

asana

Organize Asana projects and tasks, configure custom fields and rules, and automate scoped updates through its API.

npx skills add alivirgo/Major-AI-Skills --skill asana
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jira

Query Jira with JQL, manage issue fields and workflows, and plan scoped REST updates for project operations.

npx skills add alivirgo/Major-AI-Skills --skill jira
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linear

Manage Linear issues, projects, cycles, and labels through GraphQL and webhook-driven workflows.

npx skills add alivirgo/Major-AI-Skills --skill linear
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slack

Build Slack apps with Bolt, Block Kit, events, slash commands, and scoped Web API operations.

npx skills add alivirgo/Major-AI-Skills --skill slack
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trello

Organize Trello boards and cards, configure Butler automation or Power-Ups, and perform scoped REST updates.

npx skills add alivirgo/Major-AI-Skills --skill trello
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scientific

comsol

Automate COMSOL models through Python, Java, or MATLAB integrations and diagnose solver-convergence issues.

npx skills add alivirgo/Major-AI-Skills --skill comsol
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duckdb

Query local CSV and Parquet files with DuckDB SQL, aggregate and join datasets, export analytical results, and troubleshoot schema drift or memory limits.

npx skills add alivirgo/Major-AI-Skills --skill duckdb
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great-expectations

Define Great Expectations suites and checkpoints to validate datasets and enforce pipeline data-quality checks.

npx skills add alivirgo/Major-AI-Skills --skill great-expectations
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huggingface-transformers

Use Hugging Face Transformers pipelines, tokenizers, and AutoModel interfaces for inference and fine-tuning workflows.

npx skills add alivirgo/Major-AI-Skills --skill huggingface-transformers
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jupyter

Build reproducible Jupyter notebooks, manage kernels and execution order, and parameterize runs with papermill.

npx skills add alivirgo/Major-AI-Skills --skill jupyter
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labview

Automate LabVIEW dataflow and build workflows, integrate NI-DAQmx or VISA instruments, and diagnose hardware communication.

npx skills add alivirgo/Major-AI-Skills --skill labview
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matlab

Automate MATLAB and Simulink workflows with Python integration, parallel loops, and MEX compilation.

npx skills add alivirgo/Major-AI-Skills --skill matlab
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mlflow

Track machine-learning experiments, parameters, metrics, artifacts, and model-registry changes with MLflow.

npx skills add alivirgo/Major-AI-Skills --skill mlflow
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opencv

Build OpenCV image and video processing workflows with transforms, contours, capture, and classical vision operations.

npx skills add alivirgo/Major-AI-Skills --skill opencv
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originpro

Automate OriginPro data analysis with Python or LabTalk, configure nonlinear fitting, and inspect peak-analysis workflows.

npx skills add alivirgo/Major-AI-Skills --skill originpro
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pandas

Load, clean, join, and aggregate tabular data with pandas while managing data types and memory use.

npx skills add alivirgo/Major-AI-Skills --skill pandas
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polars

Build Polars expression and LazyFrame pipelines for CSV or Parquet analytics with selective and streaming scans.

npx skills add alivirgo/Major-AI-Skills --skill polars
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pytorch

Build PyTorch models and training loops, manage devices and checkpoints, and verify evaluation or inference behavior.

npx skills add alivirgo/Major-AI-Skills --skill pytorch
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scikit-learn

Build scikit-learn preprocessing and model pipelines with cross-validation, model selection, and data-leakage checks.

npx skills add alivirgo/Major-AI-Skills --skill scikit-learn
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spark

Build Spark DataFrame and SQL jobs, tune partitions and shuffle behavior, and diagnose local or cluster execution failures.

npx skills add alivirgo/Major-AI-Skills --skill spark
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testing

playwright

Write and debug Playwright end-to-end tests using role and label locators, isolated fixtures, authentication state, and traces for failed browser workflows.

npx skills add alivirgo/Major-AI-Skills --skill playwright
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playwright-ci

Configure Playwright in CI with sharding, merged reports, failure traces, seeded test data, and repeatable authentication. Use for pipeline-specific failures.

npx skills add alivirgo/Major-AI-Skills --skill playwright-ci
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vitest

Write and optimize Vitest unit and component test suites; configure workspace projects, worker thread pools, mocks, coverage, and instant watch mode.

npx skills add alivirgo/Major-AI-Skills --skill vitest
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video-editing

adobe-after-effects

Create and update After Effects compositions, expressions, and render queues using ExtendScript and Essential Graphics workflows.

npx skills add alivirgo/Major-AI-Skills --skill adobe-after-effects
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adobe-premiere-pro

Automate Premiere Pro sequences and markers, exchange EDL/XML data, and prepare Media Encoder jobs with scripting workflows.

npx skills add alivirgo/Major-AI-Skills --skill adobe-premiere-pro
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davinci-resolve

Automate DaVinci Resolve media and timelines with its scripting API, build Fusion workflows, and configure render jobs.

npx skills add alivirgo/Major-AI-Skills --skill davinci-resolve
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final-cut-pro

Automate Final Cut Pro interchange with FCPXML, prepare Motion or Compressor workflows, and troubleshoot media rendering.

npx skills add alivirgo/Major-AI-Skills --skill final-cut-pro
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remotion

Create React video compositions with Remotion, parameterize timelines with props, and configure CLI or server-side rendering.

npx skills add alivirgo/Major-AI-Skills --skill remotion
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vegas-pro

Automate VEGAS Pro timelines and rendering with its C# scripting API; troubleshoot OpenFX and hardware encoding.

npx skills add alivirgo/Major-AI-Skills --skill vegas-pro
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windows

autohotkey-v2

Write AutoHotkey v2 desktop scripts for window management and Win32 integration; troubleshoot permissions and compile scripts with Ahk2Exe.

npx skills add alivirgo/Major-AI-Skills --skill autohotkey-v2
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eartrumpet

Inspect and route per-application audio with EarTrumpet, WASAPI, and pycaw; troubleshoot audio sessions and output devices.

npx skills add alivirgo/Major-AI-Skills --skill eartrumpet
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everything

Search Windows files with Everything and es.exe, integrate the SDK or IPC interface, and troubleshoot NTFS index behavior.

npx skills add alivirgo/Major-AI-Skills --skill everything
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flow-launcher

Build Flow Launcher plugins with C# or Python JSON-RPC, configure plugin manifests, and integrate Everything search.

npx skills add alivirgo/Major-AI-Skills --skill flow-launcher
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microsoft-powertoys

Configure PowerToys FancyZones, Run, Keyboard Manager, and Awake; automate settings and troubleshoot Windows utility behavior.

npx skills add alivirgo/Major-AI-Skills --skill microsoft-powertoys
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sandboxie-plus

Configure Sandboxie-Plus isolation settings and disposable test environments, and troubleshoot sandbox execution boundaries.

npx skills add alivirgo/Major-AI-Skills --skill sandboxie-plus
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scoop

Manage Windows tools with Scoop manifests, buckets, and shims; troubleshoot package installation and download behavior.

npx skills add alivirgo/Major-AI-Skills --skill scoop
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sharex

Configure ShareX capture, recording, OCR, and custom uploader workflows with CLI or API integrations.

npx skills add alivirgo/Major-AI-Skills --skill sharex
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system-informer

Inspect Windows processes and memory with System Informer and native APIs; troubleshoot driver and diagnostic access.

npx skills add alivirgo/Major-AI-Skills --skill system-informer
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wiztree

Analyze disk usage with WizTree, export storage-audit CSVs, and troubleshoot NTFS scan behavior.

npx skills add alivirgo/Major-AI-Skills --skill wiztree
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