Depuració
Detecció i correcció de problemes i anàlisi d’errors
golang-patterns
xu-xiang
Go 语言惯用模式、最佳实践以及构建健壮、高效且可维护 Go 应用程序的规范。
diagnose
griffinwork40
"Parallel root-cause analysis for bugs and failing tests. Use when a test fails, a bug is reported, or behavior is unexplained — dispatches sub-agents to form and validate hypotheses in isolated worktrees."
go-expert
nguyenthienthanh
"Go/Golang backend expert. PROACTIVELY use when working with Go, Gin, Echo, Fiber frameworks. Triggers: golang, go, gin, echo, fiber"
react-expert
nguyenthienthanh
"React best practices expert. PROACTIVELY use when working with React components, hooks, state management. Triggers: React, JSX, hooks, useState, useEffect, component"
review-changes
wcygan
Orchestrate multiple review agents for a comprehensive pre-PR code review. Analyzes diff, verifies intent alignment with linked issues, and checks for broader codebase impacts. Use before opening a PR to catch bugs, security issues, silent failures, and performance problems. Keywords: review, code review, pre-PR, diff review, check changes, audit changes
async-rust
wcygan
Async Rust and Tokio ecosystem expert. Provides idiomatic patterns, architectural guidance, and code review for async Rust code using tokio, futures, bytes, tracing, tonic, hyper, tower, axum, tokio-stream, and pin-project. Covers runtime internals, cancellation safety, graceful shutdown, channel selection, shared state, backpressure, structured concurrency, error handling, Tower middleware, stream processing, and performance tuning. Also identifies async footguns (blocking the runtime, holding locks across .await, silent task panics, accidental cancellation) and suggests fixes. Use when writing async Rust, debugging async issues, reviewing async code, choosing between spawn/join/select, designing channel topologies, implementing graceful shutdown, or learning how futures, Pin, and the Tokio runtime work under the hood. Keywords: async, await, tokio, futures, spawn, select, join, channels, streams, pin, tower, tonic, hyper, axum, tracing, bytes, cancellation, runtime, backpressure, graceful shutdown.
launch-ready
wcygan
Vague recommendations: "Monitor closely" is not a mitigation plan
fix-issue
wcygan
Take a GitHub issue number, investigate it, implement a fix, write tests, and open a PR. End-to-end workflow from assigned issue to merged PR. Use when you want to fix a specific GitHub issue. Keywords: fix issue, github issue, resolve issue, close issue, implement issue, issue to PR, bug fix
security-review
wcygan
Run a targeted security audit on specified files or modules. Uses OWASP-informed checks, dependency vulnerability scanning, and auth/input validation review. Use for security audits, vulnerability checks, or before deploying sensitive code. Keywords: security, audit, vulnerability, OWASP, CVE, secrets, injection, XSS, auth, authentication, authorization
connectrpc
wcygan
ConnectRPC expert for Go servers and Node.js clients. Auto-loads when working with ConnectRPC, connect-go, connect-node, protobuf RPC, buf codegen, gRPC-compatible APIs, streaming RPCs, ConnectError, interceptors, service handlers, transport configuration, or REST-to-RPC proxy patterns. Covers the architecture where Node frontend servers proxy REST+JSON from the UI into ConnectRPC calls to Go backend services.
axum
wcygan
Axum Rust web framework expert. Auto-loads when working with axum Router, handlers, extractors, FromRequest, IntoResponse, State, middleware, tower layers, tower-http, axum::serve, method routing, Json extractor, Path extractor, Query extractor, error handling, or Rust HTTP APIs. Keywords: axum, router, handler, extractor, middleware, tower, IntoResponse, FromRequest, State, Rust web, HTTP API
commit
wcygan
Analyze staged changes and create a well-crafted conventional commit. Handles unstaged files, pre-commit hook failures, and multi-file changes. Use when ready to commit, or when you want help writing a good commit message. Keywords: commit, git commit, stage, conventional commit, commit message
nodejs-expert
nguyenthienthanh
"Node.js backend expert. PROACTIVELY use when working with Express, NestJS, Fastify, Node.js APIs. Triggers: nodejs, express, nestjs, fastify, api route, backend"
idiomatic-rust
wcygan
Analyze and generate idiomatic Rust code following official style guide, std library conventions, and API design guidelines. Auto-loads when writing, reviewing, or refactoring Rust code. Use when writing Rust, reviewing Rust code, checking Rust idioms, or generating Rust scaffolding. Keywords: rust, idiomatic, ownership, borrowing, lifetime, trait, error handling, pattern matching, clippy, rustfmt, cargo
debug-team
wcygan
Debug complex issues using an agent team with competing hypotheses. Spawns 3-5 investigators that actively challenge each other's theories and converge on the root cause. Use for tough bugs where the root cause is unclear. Keywords: debug team, competing hypotheses, root cause, investigation, multi-agent debug, hard bug, mystery bug
problem-solving
nguyenthienthanh
"5 techniques for different problem types. Use when stuck or facing complex challenges."
debugging
nguyenthienthanh
"Systematic debugging with root cause investigation. NO fixes without understanding cause first."
expand-tests
wcygan
Analyze existing test patterns and create comprehensive, idiomatic tests to expand coverage. Detects framework (Jest, Vitest, pytest, Go, Rust, JUnit), matches project conventions, and fills coverage gaps. Use when adding tests, improving coverage, expanding test suite, or writing tests for untested code. Keywords: test, tests, testing, coverage, unit test, integration test, expand tests, test coverage, write tests, add tests, test gaps
bugfix-quick
nguyenthienthanh
"Fast bug fixes with TDD. Lightweight: understand → test → fix → verify."
review-go
nesnilnehc
"Review Go code for language and runtime conventions: concurrency, context usage, error handling, resource management, API stability, type semantics, and testability. Language-only atomic skill; output is a findings list."
Adversarial UX Test
openamer
The self-improving, self-learning open-source AI agent. Background Computer-Use, A2A Swarm, Vector Memory, Plugin System, Voice, Smart Approvals - 100/100 Score. Windows-native.
erpnext-errors-clientscripts
OpenAEC-Foundation
"Error handling patterns for ERPNext/Frappe Client Scripts. Use when implementing try/catch, user feedback, server call error handling, validation errors, and debugging. Covers async error handling, graceful degradation, and user-friendly error messages. V14/V15/V16 compatible. Triggers: client script error, try catch, frappe.throw, error handling, async error, validation error."
erpnext-errors-serverscripts
OpenAEC-Foundation
"Error handling patterns for ERPNext Server Scripts. Use when handling sandbox errors, frappe.throw usage, validation in server scripts, and debugging. V14/V15/V16 compatible. Triggers: server script error, frappe.throw, sandbox error, validation error, debugging server script."
erpnext-errors-hooks
OpenAEC-Foundation
"Error handling patterns for ERPNext hooks.py configurations. Use when debugging doc_events errors, scheduler failures, boot session issues, and app initialization problems. V14/V15/V16 compatible. Triggers: hooks.py error, doc_events error, scheduler error, boot session error, app initialization error."