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Get Started Free →Blameless postmortems and error-message / observability hygiene.
Configure WiX Toolset for Windows MSI installers
Build AppImage bundles with AppDir structure for portable Linux applications
Triage and resolve Arch Linux issues with pacman, systemd, and rolling-release best practices.
Configure Qt Installer Framework for cross-platform installers with component management, online updates, and custom UI
Connect to 100+ APIs (Google Workspace, Microsoft 365, Notion, Slack, Airtable, HubSpot, etc.) with managed OAuth. Use this skill when users want to interact with external services. Security: The MATON_API_KEY authenticates with Maton.ai but grants NO access to third-party services by itself. Each service requires explicit OAuth authorization by the user through Maton's connect flow. Access is strictly scoped to connections the user has authorized. Provided by Maton (https://maton.ai).
Use when developing, operating, or deploying Google Apps Script projects with CI/CD automation.
Print text, images, and QR codes to a wireless Bluetooth thermal printer from a MacOS device. Use `inkjet print` for output, `inkjet scan` to discover printers.
Read post-launch quality signals with gplay `vitals` — crash/ANR and other rates, error reports, Play-detected anomalies; entirely read-only, on a distinct reporting scope. Use when checking crash/ANR health after a rollout, investigating a spike, pulling vitals into a CI gate, or reading clustered crash issues and stack traces.
Validate SLO definitions against actual metrics, generate alerting rules, and design error budget policies with burn rate calculations.
Real-time news aggregator with Discord & Telegram push. Manage Jin10, BlockBeats, RSS, X KOLs, Polymarket, OpenNews via REST API.
Create and manage secure tunnels (ngrok, Cloudflare Tunnel, custom) to expose OmniRoute to the internet or share access with remote agents and CI pipelines.
This skill should be used when the user asks about "Hyprland configuration", "hyprland.lua", "hyprland.conf", "Hyprland Lua config", "hyprctl", "Hyprland keybinds", "Hyprland window rules", "Hyprland monitors", "Hyprland dispatchers", "Hyprland animations", "Hyprland workspaces", "Hyprland IPC", "Hyprland plugins", "hyprlock", "hypridle", "hyprpaper", "hyprcursor", "hyprpicker", "hyprsunset", "xdg-desktop-portal-hyprland", "Hyprland on NixOS", "Hyprland Home Manager", "Hyprland layouts", "Hyprla
Diagnose pods stuck in Pending and identify scheduling constraints.
Generate RPM spec files for Fedora, RHEL, and CentOS distributions
Use the `gh` CLI for issues, pull requests, Actions runs, and GitHub API queries.
Use when an AI agent, script, or CI job needs to deploy to or operate Gipity WITHOUT a human present to complete an interactive email-code login - e.g. a self-hosted coding agent (Hermes, OpenClaw), a cron, or a CI pipeline running in an ephemeral container. Covers minting a long-lived agent API token (gip_at_*), authenticating headlessly via the GIPITY_TOKEN env var, and running the build → deploy → verify loop unattended.
Methodical performance troubleshooting and root-cause analysis with Brendan Gregg's USE and TSA methods, plus evidence-backed RCA and postmortem reports.
Prevent runaway API costs with 3-tier protection: caution, emergency, and hard cap. Works for ANY expensive API GPT-4, Claude Opus, Gemini, cloud services.
Specialized skill for building production-ready serverless applications on GCP. Covers Cloud Run services (containerized), Cloud Run Functions (event-driven), cold start optimization, and event-driven architecture with Pub/Sub.
Guide Vellum Assistant feature flag changes and rollout hygiene. Use when adding, editing, reviewing, or documenting assistant feature flags, rollout-gated behavior, or platform flag follow-up work.
Run GitHub Actions locally with act. Use when a user asks to test GitHub Actions workflows locally, debug CI pipelines without pushing, or run workflows offline.
Safe implementation of performance operations.
Start and stop tunnel connections (ngrok, Cloudflare, custom) from the CLI. Inspect active tunnel URLs, configure authentication, and test external reachability.
Repository-scoped configuration for the template—environment variable templates and default secure/steganography YAML. Use when editing .env patterns, secure_config defaults, or cross-referencing project manuscript config overrides.
Guides Qdrant monitoring setup including Prometheus scraping, health probes, Hybrid Cloud metrics, alerting, and log centralization. Use when someone asks 'how to set up monitoring', 'Prometheus config', 'Grafana dashboard', 'health check endpoints', 'how to scrape Hybrid Cloud', 'what alerts to set', 'how to centralize logs', or 'audit logging'.
Authoring, maintaining, and securing GitHub Actions — CI/CD workflows, triggers, matrix builds, contexts and expressions, reusable and composite workflows, custom actions (action.yml; JS/Docker/composite), self-hosted and GitHub-hosted runners, secrets and OIDC cloud auth, and enterprise governance. Use when building, reviewing, or debugging GitHub Actions workflows, pipelines, release automation, or runner/security policy. Scoped and benchmarked by the GitHub Actions (GH-200) certification blue
Store and manage unstructured data with Azure Blob Storage. Create containers, upload and organize blobs, configure access tiers (Hot, Cool, Archive) for cost optimization, generate SAS tokens for secure temporary access, and set lifecycle management policies.
Safe implementation of performance operations.
Use Amazon SNS for pub/sub messaging and notifications. Create topics and manage subscriptions across protocols (SQS, Lambda, HTTP, email, SMS). Configure message filtering, mobile push notifications, and fan-out architectures.
Azure Bot Service Management SDK for Python. Use for creating, managing, and configuring Azure Bot Service resources.
Synthesize performance findings into evidence-backed recommendations and decisions
Manage device tier configs with gplay `device-tiers` — immutable device-targeting for tiered content delivery (create/view/list only, no update or delete). Use when defining or inspecting device tiers for tiered asset delivery, or scripting a config into CI.
Triage pods restarting repeatedly and identify the most likely root cause.
Instrumentation is directed, not preventive — add observability only when confirmed pain exists. Follow industry standards (OpenTelemetry, structured logging, performance.now()). Use when implementing metrics, tracing, performance debugging, or asking whether instrumentation is needed.
Azure Command Line Interface for managing Microsoft Azure resources. Use when the user needs to create VMs, manage storage accounts, deploy functions, configure resource groups, and automate Azure operations from the terminal.
Instrument browser/web apps with the Application Insights JavaScript SDK (@microsoft/applicationinsights-web). Use for Real User Monitoring (RUM) — page views, clicks, AJAX/fetch dependencies, exceptions, custom events, and browser-side GenAI agent traces correlated to backend...
Configure mutual TLS (mTLS) for zero-trust service-to-service communication. Use when implementing zero-trust networking, certificate management, or securing internal service communication.
Safe implementation of git-workflow operations.
Design multi-cloud and hybrid cloud strategies with vendor selection, integration patterns, TCO analysis, and lock-in mitigation.
Configure release signing, R8 obfuscation, and App Bundle publishing for Android. Use when setting up signing configs, enabling minification, adding ProGuard keep rules, or preparing for Play Store submission.
Cut a skillmaker-studio release — version bump PR, v-tag push, release.yml build + npm publish, verification. Use when a maintainer asks to release a new version of skillmaker-studio to GitHub Releases and npm.
Automate Apple notarization with xcrun notarytool for macOS application distribution
Perform Jenkins operations using the jenkins-cli.
Automatically remediates common infrastructure issues and security vulnerabilities across cloud environments. Use when fixing issues, implementing automation, or ensuring system health.
Check server health, component status, and live metrics from the CLI. Run `health`, `health components`, and `health watch` for a real-time dashboard of circuit breakers and provider status.
Deploy and manage web apps with Firebase App Hosting. Use this skill when deploying Next.js/Angular apps with backends.
Generates and hardens production nginx configurations for reverse proxying with TLS termination, HTTP/2, response caching, rate limiting, gzip/brotli compression, and security headers. Use this skill when the user asks to "set up nginx as a reverse proxy", "add TLS/SSL to nginx", "configure nginx caching or rate limiting", "harden an nginx config", "proxy an app behind nginx", "fix nginx 502/504 errors", or write/review nginx.conf and server blocks.
The universal computer skill - hardware diagnostics, system performance, computational tasks, binary operations, and everything about the physical machine. Use for computer management, optimization, troubleshooting, and understanding the machine itself.
Overview skill for OceanBase SeekDB. Routes to specialized sub-skills covering the full SeekDB lifecycle — install/deploy on a target machine, build from source, look up documentation, use the seekdb-cli for SQL/schema/vector ops, import CSV/Excel data, and query/export results. Use as a starting point when the user mentions seekdb, pyseekdb, "install seekdb", "build seekdb", "seekdb docs", "seekdb-cli", "import to seekdb", "query seekdb", or wants a lightweight standalone OceanBase-compatible d
Manage the monetization catalog — subscriptions and one-time products — as files with gplay `subscriptions` and `iap`; the directory is a mirror, so a live product with no file is a delete. Use when putting subscriptions or IAP under version control, editing a product's prices/offers/listings, reviewing catalog drift in CI, promoting a legacy in-app product to the v2 model, or migrating live subscribers to a new price.
Monitor provider health, circuit-breaker states, p50/p95/p99 latency metrics, and budget guard alerts. Inspect connection cooldowns and model lockouts in real time.
Diagnose GCP quota errors and identify the quota, scope, and fastest safe mitigation.
Query Prometheus metrics using the HTTP API via curl. Use for instant queries, range queries, metadata lookups, and alert/rule inspection.
Manage Docker containers, images, volumes, and Compose.
Deploy and configure 3proxy — a lightweight universal proxy server. Use when a user asks to set up HTTP, HTTPS, SOCKS4, SOCKS5, or transparent proxies, build proxy chains, configure authentication, set bandwidth limits, manage access control lists, set up proxy rotation, create multi-port proxy servers, configure logging and traffic accounting, or deploy a lightweight proxy without heavy VPN overhead. Covers all 3proxy features including proxy chaining, ACLs, traffic shaping, and multi-protocol
Create, list, update, and delete routing combos from the CLI. Test routing strategies, inspect combo metrics, and configure fallback chains interactively.
Performs chaos engineering and load testing to validate system resilience across multi-cloud environments. Use when testing system reliability, identifying failure points, or validating disaster recovery.
Use when creating, linking, editing, importing/exporting, diagnosing, or version-recovering MaxCompute semantic profiles.
Monitor Kubernetes cluster health and generate alerts for issues. Use when you need automated health monitoring, resource utilization tracking, or proactive issue detection in Kubernetes environments.
Configure a game's Play Games Services achievements and leaderboards with gplay `games`, keyed by the numeric `--application-id`; writes touch the draft only (publishing to players is Console-only). Use when creating or editing achievements or leaderboards, scripting their config in CI, or round-tripping a configuration as JSON.
Debugs why session recordings aren't appearing in the local dev environment. Use when a developer reports that local replay ingestion isn't working, recordings aren't showing up despite /s calls, or the replay pipeline seems broken after hogli start. Covers the full local pipeline: SDK capture, Caddy proxy, capture-replay (Rust), Kafka, ingestion-sessionreplay (Node), recording-api (Node), Seaweed
Create macOS DMG installers with custom backgrounds and app placement
Generates, validates, and installs macOS LaunchAgent plist files for scheduling recurring tasks and daemons. Triggered when a user asks to create a LaunchAgent, schedule a script, automate a recurring macOS task, or set up a background daemon. Uses the com.berna namespace and validates plist syntax before writing. Always confirms before loading.
Install, start, stop, restart, and update embedded services (9Router, CLIProxyAPI). Monitor service status, retrieve logs, and configure auto-start for local-only service endpoints.
Perform Grafana operations using the Grafana HTTP API via curl. Use for querying dashboards, datasources, alerts, and annotations.
Use when configuring or troubleshooting T3 Code projects, multi-machine environments, desktop or headless servers, project names or icons, updates, launchers, or private remote access. Trigger on stale project entries, wrong workspace identity, missing favicons, update banners, saved backend setup, server reachability, Tailscale exposure, SSH tunnel fallback, or T3 service setup.
Argo CD for GitOps continuous delivery on Kubernetes. Use when the user needs to define applications declaratively, sync Kubernetes manifests from Git repositories, manage sync policies, and implement progressive delivery workflows.
使用 Netlify CLI 完成安装、认证、站点关联、本地开发、环境变量管理与部署。
Complete A-Z Discord server administration. Channel/role/member management, AutoMod, webhooks, templates, audit logs, scheduled events, threads, and full server control via CLI.
Advanced Observal operations including session reconciliation, CLI upgrades and downgrades, complete uninstallation, and local fallback mode for offline use. Use when the user wants to reconcile sessions, upgrade or downgrade the CLI, uninstall Observal, or write agent configs locally when the server is unreachable.
Shell helper scripts for the template research framework. Covers system health checks, local CI reproduction, uv bootstrap, and rsync backup tiers. Scripts live at scripts/ root level.
Sign Linux packages with GPG keys for secure distribution
Meta-/Umbrella-Skill für die Familie „Projekt-/Pipeline-Aufbau & -Umbau". Kennt alle Skills für Anlegen, Aufnehmen, Umbauen und Analysieren von Projekten und Pipelines und leitet zum passenden weiter. Nutze diesen Skill, wenn unklar ist, ob etwas neu angelegt (Greenfield) oder umgebaut (Bestand) werden soll bzw. ob es um ein einzelnes Projekt oder eine ganze Pipeline geht. Auch auslösen bei „neues Projekt/Pipeline anlegen", „bestehendes umbauen", „Projekt aufnehmen", „Ordnerstruktur renovieren",
Send transactional and marketing emails with Amazon SES. Verify domains and identities, create reusable email templates, configure receipt rules for incoming mail, and handle bounces and complaints with SNS notifications.
Build Debian packages with proper control files, dependencies, and maintainer scripts
Launch and manage Amazon EC2 instances for scalable compute. Configure AMIs, security groups, key pairs, and EBS volumes. Set up auto-scaling groups for high availability and cost optimization across availability zones.
Deploy web applications to Vercel. Use when the user wants to deploy, publish, or ship a web app to Vercel hosting.
Design, organize, and manage Helm charts for templating and packaging Kubernetes applications with reusable configurations. Use when creating Helm charts, packaging Kubernetes applications, or implementing templated deployments.
Cloudflare Workers CLI for deploying, developing, and managing Workers, KV, R2, D1, Vectorize, Hyperdrive, Workers AI, Containers, Queues, Workflows, Pipelines, and Secrets Store. Load before running wrangler commands to ensure correct syntax and best practices. Biases towards retrieval from Cloudflare docs over pre-trained knowledge.
Structured release and ship workflow skill. Use when the user wants to ship code, create a PR, merge to main, deploy to production, run pre-ship checks, bootstrap a test framework, or needs a repeatable release process from final review to live deployment.
Skill for working with Firebase Hosting (Classic). Use this when you want to deploy static web apps, Single Page Apps (SPAs), or simple microservices. Do NOT use for Firebase App Hosting.
Sign Windows executables with Authenticode using signtool, supporting EV and standard certificates
Generate and validate electron-builder configuration for multi-platform desktop builds with code signing, auto-update, and platform-specific packaging
Create a managed Google Play private app with `customapps create` — the one API path that creates an app record, irreversible and `--confirm`-gated. Use when creating a private, organisation-scoped enterprise app for managed Google Play distribution.
Quantum-resistant, self-learning version control for AI agents with ReasoningBank intelligence and multi-agent coordination
AWS Command Line Interface for managing Amazon Web Services. Use when the user needs to interact with S3, EC2, Lambda, CloudWatch, IAM, and other AWS services directly from the terminal for operations, scripting, and automation.
Cursor rules for Knative development with Istio, Typesense, and GPU integration.
Manage a Google Play Developer account's members and their permissions with `gplay team`. Use when inviting or off-boarding a member, granting or adjusting per-app access, or looking up which permission alias or role bundle to use in the offline `team permissions` catalog.
Azure-specific infrastructure and services expertise for cloud operations and architecture
Nginx 反向代理与负载均衡配置，包含 SSL 配置、流媒体代理、性能调优
国内 Git 平台配置参考——Gitee、Coding.net、极狐 GitLab、CNB 的 SSH/HTTPS/凭据/CI 接入差异与镜像同步配置。仅在用户显式 /chinese-git-workflow 时调用，不要根据上下文自动触发。
MAD-based outlier detection on session spend. Robust to the very outliers it hunts (unlike mean+sigma). Surfaces specific anomalous sessions with modified-z scores; optional --alert-on-outliers exit code for CI gates. Distinct from cost-burn (aggregate trend) — this answers "which INDIVIDUAL session is the outlier?".
Skill for working with Firebase Hosting (Classic). Use this when you want to deploy static web apps, Single Page Apps (SPAs), or simple microservices. Do NOT use for Firebase App Hosting.
Comprehensive Cloudflare platform skill covering Workers, Pages, storage (KV, D1, R2), AI (Workers AI, Vectorize, Agents SDK), feature flags (Flagship), networking (Tunnel, Spectrum), security (WAF, DDoS), and infrastructure-as-code (Terraform, Pulumi). Use for any Cloudflare development task. Biases towards retrieval from Cloudflare docs over pre-trained knowledge.
Automated incident triage and management system that aggregates alerts, assesses severity, creates incidents, notifies stakeholders, and tracks resolution progress. Integrates with monitoring systems to provide comprehensive incident lifecycle management.
Publishing scripts for DOI-bearing project releases, optional mirror uploads, PyPI release validation, post-publish verification, and publication export. Use with docs/guides/publication-runbook.md for standalone GitHub + Zenodo release workflows.
Generate NSIS installer scripts for Windows with custom UI and features
Deploys and manages observability stacks including monitoring, logging, and tracing across cloud environments. Use when setting up monitoring, implementing observability, or managing telemetry data.
Deploy Expo apps to production with EAS — build and submit to the iOS App Store, Google Play Store, and TestFlight, configure eas.json build and submit profiles, manage app versions and build numbers, publish App Store metadata and ASO, and deploy web bundles and API routes via EAS...
Design multi-cloud architectures using a decision framework to select and integrate services across AWS, Azure, GCP, and OCI. Use when building multi-cloud systems, avoiding vendor lock-in, or leveraging best-of-breed services from multiple providers.