Use when authoring evals/predicates (Scout, TDD-Engineer), framing an audit (Auditor), or justifying which phases run (PhaseAdvisor/router).
Deep verification agent that finds hidden errors in code, analysis, and architecture. Assumes nothing is correct, drills deep, and verifies every claim independently.
Opinionated architecture sanity check: identify missing decisions, high-risk failure modes, and the simplest viable architecture with operability/security baked in.
Consult a stronger model mid-task for a second opinion before committing to an approach, when stuck, or before declaring a non-trivial task done — the fast-executor +…
opencode-advisor 플러그인 빌드를 처음부터 끝까지 조율하는 오케스트레이터. 'advisor 플러그인 만들어줘', 'opencode-advisor 빌드', 'model routing 플러그인 구현', '모델 라우팅 플러그인', 'advisor 구현' 요청 시 반드시 이 스킬을 사용.
Use when an agent needs to run AdvisoryGraphen for evidence-backed technical advisory, architecture review, AI-governed completion review, or case reasoning workflows.
Layered code review pipeline — automated checks first, then AI-assisted review, then human review focused on Ousterhout red flags, AI failure patterns, silent failures, and…
Use when the user asks to review, audit, or check the quality of ADVPL/TLPP code for TOTVS Protheus before merge or deploy -- covering best practices (RecLock/MsUnlock pairing,…
Use when the user asks to debug, diagnose, or fix an ADVPL/TLPP error on TOTVS Protheus -- compilation errors (syntax, missing includes, undeclared variables), runtime failures…
Use when the user asks to refactor, clean up, or restructure existing ADVPL/TLPP code on TOTVS Protheus without changing its behavior -- extracting long functions (>100 lines),…
Use when the user wants to write, run, or troubleshoot automated regression tests for Protheus routines with ADVPR (Advanced Protheus Robot) -- covering FWTestHelper API,…
Receive and verify Adyen webhooks (standard notifications). Use when setting up Adyen webhook handlers, debugging HMAC signature verification, or handling payment events like…
Cloudflare Workers and Pages deployment for Adynato projects. Covers wrangler CLI, reading logs for debugging, KV/D1/R2 storage, environment variables, and common errors.
Mobile app development conventions for Adynato projects using React Native and Expo. Covers navigation patterns, native APIs, performance optimization, and platform-specific…
Vercel deployment and configuration for Adynato projects. Covers environment variables, vercel.json, project linking, common errors like VERCEL_ORG_ID/VERCEL_PROJECT_ID, and CI/CD…
Use when the model setup, equilibrium concept, or proof architecture is the bottleneck for an American Economic Journal: Microeconomics (AEJ: Micro) manuscript — the central skill…
Technical implementation guide for AEM Edge Delivery blocks - DOM manipulation, decoration patterns, and JavaScript best practices.
Required workflow for AEM EDS development - linting, testing, preview validation, and PRs with demo links.
scikit-learn compatible Python toolkit for time series ML: classify, cluster, regress, segment, transform with 30+ algorithms (ROCKET, InceptionTime, KNN-DTW, HIVE-COTE, WEASEL).
Use when selecting, implementing, or stress-testing the causal identification strategy for an empirical economics manuscript — difference-in-differences (including stagge — from…
Use when a task needs the judgment of an Aerospace Engineering and Operations Technologist/Technician — verifying an installed fastener's preload against a drawing's torque…
MUST USE for building FastAPI/REST API applications with Aerospike database (aerospike-py Rust/PyO3 async client).
Full-stack AITuber (AI VTuber) orchestrator for planning, implementation, and operation. Designs real-time streaming pipelines (Chat → LLM → TTS → Avatar → OBS), live chat…
DTC 创意生产与测试引擎——广告创意策略、创意角度矩阵、Hook 变体、A/B测试、创意疲劳刷新。Use when user mentions: 创意, creative, 广告素材, ad creative, 视频广告, video ads, hook, 创意测试, creative testing, 创意疲劳, creative fatigue,…
Skill especializada na migração do AFA Planner do Firebase para Supabase (PostgreSQL). Use esta skill SEMPRE que o usuário mencionar: migração do AFA, Firebase para Supabase,…
Use when writing Python code with the Affinity SDK, or when user asks about "affinity-sdk", "affinity package", typed IDs, async Affinity client, pagination, or Python scripts for…
American Fuzzy Lop Plus Plus mutation-based fuzz testing for finding crashes, hangs, and security vulnerabilities in binary programs.
Design, build, deploy, and operate production AI agent systems — single agents, multi-agent teams, and autonomous swarms.
Design, build, test, document, and secure production-grade APIs. Covers the full lifecycle from schema design through deployment, monitoring, and versioning.
Complete Claude Code productivity system — project setup, prompting patterns, sub-agent orchestration, context management, debugging, refactoring, TDD, and shipping 10X faster.
Enterprise-grade code review agent. Reviews PRs, diffs, or code files for security vulnerabilities, performance issues, error handling gaps, architecture smells, and test…
Complete DevOps & Platform Engineering system. CI/CD pipelines, infrastructure as code, container orchestration, observability, incident response, and SRE practices — all…
Complete engineering management system — team building, 1:1s, performance, hiring, architecture decisions, incident management, and scaling.
Complete observability & reliability engineering system. Use when designing monitoring, implementing structured logging, setting up distributed tracing, building alerting systems,…
Complete performance engineering system — profiling, optimization, load testing, capacity planning, and performance culture.
Complete methodology for building production-grade React applications with architecture decisions, component design, state management, performance optimization, testing, and…
Complete technical documentation system — from planning through maintenance. Covers READMEs, API docs, guides, architecture docs, runbooks, and developer portals.
The complete operating system for building software with AI. From first prompt to production deployment — prompting frameworks, architecture patterns, testing strategies,…
Guide for building Alfred workflow Python packages using the afwf SDK. Use when creating, modifying, or debugging afwf-based Alfred workflows — Script Filters, CLI entry points,…
Maquina de otimizacao SQL e consulta de dados. Otimiza queries para SQL Server (TOTVS RM), PostgreSQL (Neon), e consulta APIs Zeev BPM.
Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment.
Specialized skill for building production-ready serverless. Use when you need help with gcp cloud run.
Stack decisions for rAIz projects — Vercel + Supabase first, libs avulsas só quando necessário. Consult BEFORE choosing any dependency or architecture.
Build full-stack web applications with SvelteKit — file-based routing, SSR, SSG, API routes, and form actions in one framework. Use when you need help with sveltekit.
Recreate the AG-UI dojo Dockerfile and/or the Dart-SDK integration tests that exercise it. Use when the user wants the dojo server image rebuilt from current paths, or wants the…
Build, configure, and debug agent-actions agentic workflows. Trigger on workflow YAML, UDFs, context_scope, guards, versions, schemas, seed data, prompts, reprompt, HITL,…
EARLY ACCESS (in testing) — usable today, but newer than the local single-player path; feedback welcome via a GitHub issue.
Designs identity, authentication, and trust verification systems for autonomous AI agents operating in multi-agent environments.
Expert AI/ML engineer specializing in machine learning model development, deployment, and integration into production systems.
Expert API testing specialist focused on comprehensive API validation, performance testing, and quality assurance across all systems and third-party integrations — from…
Senior backend architect specializing in scalable system design, database architecture, API development, and cloud infrastructure.
Expert data engineer specializing in building reliable data pipelines, lakehouse architectures, and scalable data infrastructure.
Quality evaluation criteria for AI Agency project output covering design quality, originality, completeness, and functionality scoring with weighted dimensions and…
Frontend development patterns for AI Agency projects covering tech stack preferences, component architecture, file structure, and coding conventions.
Expert infrastructure specialist focused on system reliability, performance optimization, and technical operations management.
Expert performance testing and optimization specialist focused on measuring, analyzing, and improving system performance across all applications and infrastructure — from…
Expert test analysis specialist focused on comprehensive test result evaluation, quality metrics analysis, and actionable insight generation from testing activities — from…
Expert technology assessment specialist focused on evaluating, testing, and recommending tools, software, and platforms for business use and productivity optimization
Design high quality multi-agent systems and architectures. Use when the user says "agenisea", "agent infra", or "agent arc".
Apex test patterns for @InvocableMethod agent actions: per-branch coverage, bulk safety, deterministic assertions. NOT for UI/LWC testing or agent conversational quality scoring.