Procxy - A TypeScript library for transparent process-based proxy of class instances.
Design A/B tests — hypothesis, control/treatment, randomization, metrics, statistical power, duration — with valid inference and rollback rules.
Scans a codebase and config for 24 production readiness items and produces a scored report. Use when the user asks to check production readiness, audit for prod, review…
Apply conservative production safety rules for this homelab. Use when work may affect live systems, Home Assistant, Docker apps, backups, secrets, or infrastructure; when deciding…
Search and retrieve content from Product Hunt. Get posts, topics, users, and collections via the GraphQL API.
Design production-ready AI agents using a loop-based architecture with explicit tools, context, memory, permissions, observability, evaluation, and rollout planning.
Autonomously deep-scan entire codebase line-by-line, understand architecture and patterns, then systematically transform it to production-grade, corporate-level professional…
Используй этот навык для выполнения SQL-запросов к базе данных PostgreSQL на продакшен-сервере FREESPORT.
Debug a live system without making the incident worse by staying read-only first, gating changes behind flags, and testing on mirrored traffic.
Plan, execute, and validate production deployments when rollout safety, health checks, observability, rollback, or production-parity verification is required.
End-to-end production engineering workflows that encode the complete software development lifecycle into repeatable, quality-gated agent commands.
strategies for building automated CI/CD pipelines for agents. Use this to implement "shift left" testing, staged validation, and evaluation-gated deployments.
Prepare backend services for deployment with explicit configuration, health, observability, capacity, performance, shutdown, and failure-isolation behavior.
Build lightweight production smoke test suites that verify critical user paths, API health, and third-party integrations after every deployment.
Protokol tingkat lanjut untuk sinkronisasi Staging ke Main (Production), penyelesaian konflik otomatis, dan manajemen deployment aman.
Verwandelt den Agenten in einen professionellen MV3-Architekten und Entwickler mit Fokus auf AI-Integration, Sicherheit, Performance, Testing und Publishing-Compliance.
Verwandelt den Agenten in einen professionellen MV3-Architekten und Entwickler mit Fokus auf AI-Integration, Sicherheit, Performance, Testing und Publishing-Compliance.
Profesor paciente que explica y enseña Python de forma sencilla a programadores de otros lenguajes. Explica el por qué, qué hace el código y ayuda a entender el lenguaje.
Cria arquivos de instrução no estilo "professor pessoal" para estudar um tópico técnico ou conceitual.
Compute corpus-local influence/centrality metrics — per-paper CD-index + PageRank, and per-PROF-P h-index / mean-CD / mean-PageRank / betweenness / eigenvector + influence grade.
Detect the user's GPU and ffmpeg hardware encoders (NVENC, VAAPI, QSV, AMF) and persist the result to system-profile.json.
Profile Python import time using profimp and open a waterfall HTML report. Use when investigating slow startup or wanting to identify which imports are most expensive.
Проектирование программы по дисциплине рациональной разработки. Применять, когда есть FRD/задача и зафиксированный контракт API (OpenAPI/AsyncAPI), и нужен пакет проектной…
Compile a natural-language spec into a tiny neural function that runs locally with ProgramAsWeights (PAW).
Give calm, technically grounded encouragement to programmers when the user is stuck on a bug, frustrated by debugging, tired, discouraged, blaming themselves after a mistake,…
MUST USE for ANY work on .py .pyi .rs .ts .tsx .mts .cts .go files. One philosophy: strict types, modern stacks (Pydantic v2 / serde+thiserror / Zod / gin+sqlc+pgx+slog), modern…
Use when the user wants a Basecamp card fully implemented or continued in the current session (feature, bug, refactor, or review follow-up).
Gebruik bij complexe componenten, bugfixes in grote files, nieuwe interactielogica, services, dataflows of herhaalde helpers om code klein, testbaar en goed gestructureerd te…
Use when writing, generating, modifying, debugging, reviewing, or refactoring code. Treat code work as rebuilding and preserving the program theory: how real-world affairs map…
Go conventions, idiomatic patterns, concurrency, standard library, and testing best practices. Auto-activates in Go projects.
Use when writing or modifying React components, planning React features, or working with .jsx/.tsx files - provides modern React patterns with TypeScript, hooks usage, component…
Modern PHP 8.x conventions, strict types, Composer, PHPUnit, PHPStan, and Laravel/Symfony best practices. Auto-activates in PHP projects.
Apply distilled coding principles from 14 classic software books to code review, refactoring, design, and implementation decisions.
Python conventions, type hints, modern tooling (uv, ruff, mypy, pytest), and best practices. Auto-activates in Python projects.
React hooks, component patterns, state management, TypeScript integration, and modern React 18/19 best practices. Auto-activates in React projects.
Ruby conventions, Rails patterns, RSpec testing, RuboCop linting, and idiomatic Ruby best practices. Auto-activates in Ruby projects.
Svelte 5 runes, SvelteKit routing, reactive components, stores, and modern Svelte ecosystem best practices. Auto-activates in Svelte projects.
Swift 6 conventions, concurrency, SPM, macros, testing, and idiomatic patterns. Auto-activates in Swift package projects.
TypeScript conventions, strict type safety, modern JS/TS patterns, and npm ecosystem best practices. Auto-activates in TypeScript projects.
Argo Rollouts patterns for canary and blue/green deployments — traffic splitting, automated analysis with Prometheus metrics, rollback triggers, and GitOps integration.
Deploy changes incrementally through expanding blast radius stages with bake time and automatic rollback on alarm.
Build offline-first web apps with Service Workers, Workbox, background sync, and progressive enhancement strategies.
HTML-first development with CSS-only interactivity patterns. Use when building features that work without JavaScript, using native HTML elements, CSS pseudo-classes, and the View…
Build Progressive Web Apps (PWAs) with offline support, installability, and caching strategies. Trigger whenever the user mentions PWA, service workers, web app manifests,…
Run the full design-to-deploy pipeline using 3 AIs (Claude + Codex + Gemini). Use when starting a new feature, running /project, or needing end-to-end development with…
Guide a non-technical customer from “I want my own bot” through adaptive resource intake, raw/wiki/maps knowledge-base construction, secure project-bot scaffolding, integration,…
Use when assessing a repository's agent-readiness, hardening it against agent failure modes, scaffolding AGENTS.md / SKILL.md / MCP servers / hooks / specs from observed failures,…
Discover jobs and participate on Project Agora via the machine-first API (OpenAPI + wallet-signature auth).
Semantic validation patterns for PROJECT.md alignment (GOALS, SCOPE, CONSTRAINTS, ARCHITECTURE)
Analisi iniziale o aggiornamento completo del progetto. Produce o aggiorna CLAUDE.md e ARCHITECTURE.md con diagrammi Mermaid embedded.
Use for deep Laravel project analysis: boot flow, request lifecycle, container usage, Eloquent/data flow, async systems, and Laravel-specific failure patterns.
Use for deep Next.js analysis: server vs client boundaries, routing, data fetching, caching, rendering modes, and hydration/runtime issues.
Use for deep Node.js / Express project analysis: boot flow, middleware order, async behavior, data layer, auth/security, and Node-specific runtime failure patterns.
Multi-phase iterative project analysis with Mermaid diagrams. Generates architecture reports, design reports, method analysis reports.
Use for deep React analysis: component tree, state flow, props flow, hooks usage, rendering behavior, and React-specific failure patterns.
Scans codebases to generate architecture documentation (ARCHITECTURE.md). Use when joining an existing project, understanding codebase structure, exploring project architecture,…
Multi-phase iterative project analysis with Mermaid diagrams. Generates architecture reports, design reports, method analysis reports.
Overview of the project's tech stack, directory structure, and architectural patterns.
Evidence-backed architecture audit and profile setup for one repository. Use when initializing `.architecture`, onboarding to a codebase, reviewing architecture health, preparing…
Architectural map of the PHP backend — every app/ directory explained, the Service/Logic/Repository/Model layering, container bindings per provider, and newcomer gotchas.