发现 Skills

PostHog incident response: triage decision tree, immediate actions for 401/429/500 errors, graceful degradation, evidence collection, and postmortem. Trigger: "posthog incident", "posthog outage", "posthog down", "posthog on-call", "posthog emergency", "posthog broken production".

Prediction Monitor - Auto-activating skill for ML Deployment. Triggers on: prediction monitor, prediction monitor Part of the ML Deployment skill category.

Responsive Breakpoint Analyzer - Auto-activating skill for Frontend Development. Triggers on: responsive breakpoint analyzer, responsive breakpoint analyzer Part of the Frontend Development skill category.

Spark SQL Optimizer - Auto-activating skill for Data Pipelines. Triggers on: spark sql optimizer, spark sql optimizer Part of the Data Pipelines skill category.

TorchScript Exporter - Auto-activating skill for ML Deployment. Triggers on: torchscript exporter, torchscript exporter Part of the ML Deployment skill category.

Validate production readiness of Vertex AI Agent Engine deployments across security, monitoring, performance, compliance, and best practices. Generates weighted scores (0-100%) with actionable remediation plans. Use when asked to validate a deployment, run a production readiness check, audit security posture, or verify compliance for Vertex AI agents. Trigger with "validate deployment", "production readiness", "security audit", "compliance check", "is this agent ready for prod", "check my ADK agent", "review before deploy", or "production readiness check". Make sure to use this skill whenever validating ADK agents for Agent Engine.

Create and manage custom prompt libraries for Cascade. Activate when users mention "custom prompts", "prompt library", "prompt templates", "cascade prompts", or "prompt management". Handles prompt library creation and organization. Use when working with windsurf custom prompts functionality. Trigger with phrases like "windsurf custom prompts", "windsurf prompts", "windsurf".

Guidelines for using the IntelliJ Registry API. Use when working with registry keys or feature flags.

Deploy Python applications to Google App Engine Standard/Flexible. Covers app.yaml configuration, Cloud SQL socket connections, Cloud Storage for static files, scaling settings, and environment variables. Use when: deploying to App Engine, configuring app.yaml, connecting Cloud SQL, setting up static file serving, or troubleshooting 502 errors, cold starts, or memory limits.

All-in-one project configuration and health management. Sets up new projects (creates settings.local.json, CLAUDE.md, .gitignore), audits existing projects (permissions, context quality, MCP coverage, leaked secrets, stale docs), tidies accumulated cruft, captures session learnings, and adds permission presets. Uses sub-agents for heavy analysis to keep the main context small and fast. Trigger with 'project health', 'check project', 'setup project', 'kickoff', 'bootstrap', 'tidy permissions', 'clean settings', 'capture learnings', 'audit context', 'add python permissions', or 'init project'.

Structured observability with Pydantic Logfire and OpenTelemetry. Use when: (1) Adding traces/logs to Python APIs, (2) Instrumenting FastAPI, HTTPX, SQLAlchemy, or LLMs, (3) Setting up service metadata, (4) Configuring sampling or scrubbing sensitive data, (5) Testing observability code.

Test changes in a dedicated Emacs session. Good for validating behavior and UI results.

Detect and fix inconsistencies in docs/ caused by implementation changes

Orchestrates multiple AI agents (Claude, Codex, Gemini) to perform parallel implementations in the background. It extracts independent tasks from planning/design documents so each agent can write code directly, preserves context isolation, and auto-saves artifacts. Use for background implementation, parallel implementations, implementing with Codex, or requests like 'implement this' and 'write code for me'.

Deploys and manages NVIDIA Triton Inference Server containers. Automates model repository setup, config generation, and health checks. Use for "triton server", "triton run", "model serving", "inference server" requests.

Apply Google Style documentation standards to Python, Go, and Terraform code. Use when writing or reviewing code that needs docstrings/comments, when asked to "document this code", "add docstrings", "follow Google Style", or when improving code documentation quality. Supports Python docstrings, Go comments, and Terraform variable/output descriptions. Enforces consistent, professional documentation standards.

Use this skill when you need to search Datadog logs, query metrics, tail logs in real time, trace distributed requests, investigate errors, compare time periods, find log patterns, check service health, or export observability data.

Python computations in science and engineering (pycse) - helps with scientific computing tasks including nonlinear regression, uncertainty quantification, design of experiments (DOE), Latin hypercube sampling, surface response modeling, and neural network-based UQ with DPOSE. Use when working with numerical optimization, data fitting, experimental design, or uncertainty analysis.

Set up and run HeartMuLa, the open-source music generation model family (Suno-like). Generates full songs from lyrics + tags with multilingual support.

Multi-agent orchestration patterns. Use when multiple independent tasks can run with different domain expertise or when comprehensive analysis requires multiple perspectives.

Build and configure the Script Kit App Shell - the unified frame/chrome system for all prompts. Use when: (1) Creating new prompt views that need headers, footers, or chrome (2) Configuring ShellSpec for layout requirements (3) Working with HeaderSpec, FooterSpec, ChromeSpec (4) Managing focus policies (5) Setting up keyboard bindings via KeymapSpec (6) Styling the shell frame. Triggers on: "app shell", "shell spec", "header spec", "footer spec", "chrome spec", "focus policy", "keymap spec", "shell focus".

This skill should be used when the user asks to "follow red team methodology", "perform bug bounty hunting", "automate reconnaissance", "hunt for XSS vulnerabilities", "enumerate subdomains", or needs security researcher techniques and tool configurations from top bug bounty hunters.

Post a queued article to Reddit and X. Use when user says "post article", "publish article", "post next article", or invokes /post-article. Orchestrates the full cross-platform posting flow for a single article from Content-Queue.md. Posting schedule is Tue/Thu.

Midwestern lawn care expert specializing in tall fescue, Kentucky bluegrass, and perennial ryegrass. Use when: lawn care, grass health, watering schedule, fertilizer, mowing, overseeding, aeration, weed control, pre-emergent, post-emergent, grub control, brown patch, lawn calendar, soil test, NPK, nitrogen, potassium, tall fescue, bluegrass, ryegrass, cool season grass, Zone 6.