Review a project's PRs to check for issues detected in code review by Seer Bug Prediction. Use when asked to review or fix issues identified by Sentry in PR comments, or — from…
Full Sentry SDK setup for Python. Use when asked to \"add Sentry to Python\", \"install sentry-sdk\", \"setup Sentry in Python\", or configure error monitoring, tracing,…
Full Sentry SDK setup for React Native and Expo. Use when asked to \"add Sentry to React Native\", \"install @sentry/react-native\", \"setup Sentry in Expo\", or configure error…
Full Sentry SDK setup for React Router Framework mode. Use when asked to \"add Sentry to React Router Framework\", \"install @sentry/react-router\", or configure error monitoring,…
Full Sentry SDK setup for React. Use when asked to \"add Sentry to React\", \"install @sentry/react\", or configure error monitoring, tracing, session replay, profiling, or…
Full Sentry SDK setup for Ruby. Use when asked to add Sentry to Ruby, install sentry-ruby, setup Sentry in Rails/Sinatra/Rack, or configure error monitoring, tracing, log — from…
Full Sentry SDK setup for Svelte and SvelteKit. Use when asked to \"add Sentry to Svelte\", \"add Sentry to SvelteKit\", \"install @sentry/sveltekit\", or configure error…
Manages shadcn components and projects — adding, searching, fixing, debugging, styling, and composing UI. Provides project context, component docs, and usage examples.
Use this agent when a major project step has been completed and needs to be reviewed against the original plan and coding standards.
Use when completing tasks, implementing major features, or before merging to verify work meets requirements — from KunanonJ/ai-skills-hub
Use when creating new skills, editing existing skills, or verifying skills work before deployment — from KunanonJ/ai-skills-hub
Watch PR CI for the current branch and report pass/fail with relevant failure links. Use when waiting for CI results or CI has failed. Use proactively to monitor branch CI.
Reference architecture for Cursor IDE projects: directory structure, rules organization, indexing strategy, and team configuration patterns.
Audit Cursor IDE rules (.mdc files) against quality standards using a 5-gate review process. Validates frontmatter (YAML syntax, required fields, description quality, triggering…
Receive and verify Cursor Cloud Agent webhooks. Use when setting up Cursor webhook handlers, debugging signature verification, or handling Cloud Agent status change events (ERROR,…
Calculadora de custo de rescisão CLT brasileira. Decompõe verbas (saldo, aviso, 13º, férias, FGTS, INSS, IRPF) e calcula o custo total para o empregador nos 4 tipos mais comuns de…
Use when the user has written (or wants to write) a `ModularPipelineBlocks` subclass in a local Python file and needs to package it into a Hub-uploadable directory.
Building custom CRM systems with careful architecture planning, database design, core features including contact management, deal pipeline, activity tracking, and implementation…
How to implement a custom CMS field type that integrates with the model builder's fluent API. Covers extending DataFieldBuilder, composing validator interfaces, creating a…
Creates custom React hooks for SideDish. Use when the user asks to create a new hook, extract shared logic into a hook, or refactor component logic into reusable hooks.
Create custom node definitions with renderers, ports, external data, and constraints. Use when implementing new node types, custom node appearances, or node-specific behaviors.
Use when creating, assigning, or checking custom permissions to control feature access beyond CRUD and FLS.
Architect bespoke React renderers for non-DOM environments using the `react-reconciler` package.
PostgreSQL's Custom Scan / Custom Path API — the pluggable executor node interface that lets extensions add new physical operators (custom joins, custom aggregates, custom scan…
Skill for writing unit tests using YAxUnit framework for 1C:Enterprise (BSL). Use when creating, editing, or validating unit tests, working with test data generation, or…
Customer advocacy program design - advocate identification, reference orchestration, case study pipeline, community amplification, and influence-to-revenue attribution.
Apply Customer.io advanced debugging and incident response. Use when diagnosing complex delivery issues, investigating campaign failures, or running incident playbooks.
Configure Customer.io CI/CD integration with automated testing. Use when setting up GitHub Actions, integration test suites, or pre-commit validation for Customer.io code.
Collect Customer.io debug evidence for support tickets. Use when creating support requests, investigating delivery failures, or documenting integration issues.
Deploy Customer.io integrations to production cloud platforms. Use when deploying to Cloud Run, Vercel, AWS Lambda, or Kubernetes with proper secrets management and health checks.
Create a minimal working Customer.io example. Use when learning Customer.io basics, testing SDK setup, or creating your first identify + track integration.
Implement Customer.io load testing and horizontal scaling. Use when preparing for high traffic, running load tests, or designing queue-based architectures for scale.
Configure Customer.io local development workflow. Use when setting up local testing, dev/staging isolation, or mocking Customer.io for unit tests.
Configure Customer.io multi-environment setup with workspace isolation. Use when setting up dev/staging/prod workspaces, environment-aware clients, or Kubernetes config overlays.
Optimize Customer.io API performance for high throughput. Use when improving response times, implementing connection pooling, batching, caching, or regional routing.
Execute Customer.io production deployment checklist. Use when preparing for production launch, auditing integration quality, or performing pre-launch validation.
Implement Customer.io rate limiting and backoff. Use when handling high-volume API calls, implementing retry logic, or hitting 429 errors.
Implement Customer.io enterprise reference architecture. Use when designing integration layers, event-driven architectures, or enterprise-grade Customer.io setups.
Interactive guided deployment flow for Azure OpenAI models with full customization control. Step-by-step selection of model version, SKU (GlobalStandard/Standard/Provisio — from…
Interactive guided deployment flow for Azure OpenAI models with full customization control. Step-by-step selection of model version, SKU (GlobalStandard/Standard/Provisio — from…
Interactive guided deployment flow for Azure OpenAI models with full customization control. Step-by-step selection of model version, SKU (GlobalStandard/Standard/Provisio — from…
> Tier 1 workflow base for customs duty skills. Covers the customs declaration lifecycle from origin determination, HS classification, valuation, preference, special procedures,…
Activate when: determining country of origin; testing USMCA (or other FTA) preference eligibility; marking; 'does this qualify for duty-free?'; goods with multi-country inputs.
Drafts CBP Form 19 protests under 19 U.S.C. § 1514 and 19 C.F.R. Part 174 challenging tariff classification, valuation, origin, and trade preference decisions.
Use when adding, modifying, optimizing, or debugging CuTile autotuning code. Trigger signals: `exhaustive_search` / `replace_hints` / `hints_fn` / `cuda.tile.tune` in cod — from…
Expert cuTile programming assistant. Write high-performance GPU kernels using cuTile's tile-based programming model with proper validation and optimization.
Best practices for object detection tasks. Use when working on COCO, VOC, or detection architectures like YOLO and DETR.
Analyze and improve a CV and LinkedIn profile for software industry roles. Use when the user asks to "improve my CV", "review my resume", "optimize my LinkedIn profile", "help…
Write the CV markdown that will be PDF'd and reviewed by the Critico. First read the user's ORIGINAL CV in `$JHT_HOME/profile/sources/` to mirror their voice and match the…
Google ADK (Agent Development Kit) architecture and core concepts. Covers agent types (LLM, Sequential, Parallel, Loop, Multi-agent), tool ecosystem, execution flows, deployment…
Agent system taxonomy (A/B/C/D) based on capabilities - Type A (pure AI), Type B (AI+database context), Type C (AI+web grounding), Type D (AI+database+web).
Overview of Clojure + Google ADK + Vertex AI development environment. Comprehensive lab for building production AI agents using Clojure as primary language, integrating Google ADK…
Context management patterns for multi-source AI agents in Clojure+Vertex AI. Covers 4 context types (static/query/API/previous-result), lifecycle management…
Cost optimization strategies for production AI pipelines in Clojure+Vertex AI. Covers multi-model routing (70% Gemini/20% Haiku/10% Sonnet), token optimization (prompt…
Quick reference cheatsheet for libpython-clj Python interop. Includes initialization, module imports, function calls, data conversions, NumPy/Pandas/Transformers patterns, and…
Deploys the current project to a live HTTPS URL via Cybrix. Activates on any request to make the current project public, get a URL for it, deploy it, ship it, host it, publish it,…
Render `.claude/canvas/cycle-history.yml` as a Gantt chart + outcome distribution pie (or ascii / json). Read-only.
Cyclomatic complexity measurement for JavaScript/TypeScript. Function complexity scoring, threshold enforcement, refactor detection, and per-file complexity reports.
Use when you have a collection of molecular structures intended for CypReact-based
Cypress testing patterns, custom commands, component testing, and CI integration.