Author useful, low-noise log alerts on services in a PostHog project. Use when the user asks to set up alerts for their logs, suggest alerts they should add, or evaluate — from…
Write, edit, and adapt PostHog Signals scouts: scheduled agents that scan a project and report findings.
Expert authoritative game server architecture — tick loop, world state, client input authority, rollback, lag compensation and connection handling for online games.
Define authorization architecture, permission model, roles, scopes, policy ownership, tenant isolation, delegated access, admin/operator privilege, support access, and…
Validate authorization failures including IDOR, privilege escalation, and missing access controls. Test by attempting unauthorized access with lower-privileged credentials.
Use when authenticating or authorizing requests to any Mailtrap API (Email Send, Email Testing/Sandbox, Templates, Contacts, Sending Domains, Suppressions).
Sync packages/authz-rpc with lightbridge-authz's authz.cstack schema and regenerate the TypeScript client.
Zero-config animations for React, Vue, Solid, Svelte, Preact with @formkit/auto-animate (3.28kb). Prevents 15 documented errors including React 19 StrictMode bugs, SSR imports,…
Zero-config animations for React, Vue, Solid, Svelte, Preact with @formkit/auto-animate (3.28kb). Prevents 15 documented errors including React 19 StrictMode bugs, SSR imports,…
GitHub への push を契機に、自宅サーバ等の SSH 到達可能なホストへ自動 docker compose デプロイするワークフローを構築する。「自動デプロイにして」「GitHub から hook で」「push したら反映されるように」と頼まれた時に使う。
Add automatic CI/CD environment detection using ci-info package. Generic pattern for any CLI tool that needs to adapt behavior (prompts, output, integrations) based on whether…
Use when starting an issue, bugfix, feature, or refactor that should be driven by multiple coordinated subagents: explore → plan → code → review, with the main agent acting as…
Automate detection and removal of duplicate files/functions in TypeScript, JavaScript, and Python projects.
Implement self-correcting agent loops — run tests, capture failures, feed error context back to the writing agent, and repeat until pass or max-attempts reached.
Automatically commit and push OpenClaw changes to GitHub. Enable continuous improvement with automatic versioning, changelogs, and deployment-ready commits.
TDD-based autonomous development loop with checkpoint recovery and observability changelog
Configure AIWG automatic-memory seed templates for project overview, testing, debugging, and architecture knowledge, with provider compatibility guidance.
Curate Claude Code's auto-memory into durable project knowledge. Analyze MEMORY.md for patterns, promote proven learnings to CLAUDE.md and .claude/rules/, extract recurring…
Variable and function naming discipline: domain vocabulary over generic words, verb semantics, scope-proportional length, and the specific naming anti-patterns Claude defaults to.
Expert prompt engineering assistant that analyzes vague requests, asks clarifying questions, and transforms them into structured, high-quality prompts using XML tags, examples,…
Automate version updates and releases for any project type (Node.js, Python, Rust, Unity, Unreal, etc.).
Error rate monitoring, SLO detection, and notification webhooks for automated rollback triggers. Use when setting up automated deployment rollback, monitoring error rates,…
Выполняет задачу из .qwen/workplace/to_work/ по TDD-циклу (RED→GREEN→REFACTOR) с коммитом и архивацией
当用户明确要求"测试代码"、"运行代码审查"或"进行代码自检"时使用。通过多轮 A 轮批判性代码审查 + B 轮代码质量原则检查，系统化发现、记录、修复程序代码中的问题，并将计划/过程/结果统一沉淀到目标代码根目录的 `tmp/run_{timestamp}/tests/` 隔离工作区。⚠️…
Automatically execute tests when code-generating agents modify source files, enforcing the execute-before-return pattern
当用户明确要求"测试项目"、"运行 auto-test-project"或"进行项目级测试"时使用。对完整项目进行多轮 A 轮批判性测试 + B 轮质量检查，系统化发现、记录、修复问题。⚠️ 不适用：用户只是想优化功能（应直接修改）、只是询问项目问题（应直接回答）、没有明确"测试"意图。
当用户明确要求"测试技能"、"运行 auto-test"或"进行批判性测试"时使用。通过多轮 A 轮批判性测试 + B 轮质量原则检查，系统化发现、记录、修复问题，并沉淀可追溯的 `plans/` 与 `tests/` 文档。⚠️ 不适用：用户只是想优化功能（应直接修改）、只是询问技能问题（应直接回答）、没有明确"测试"意图。
Testability discipline for application code. Identifies when logic should be extracted into pure helpers, when routes/pages/components are carrying too much domain work, and when…
Pattern for automated testing with GitHub issue creation and Claude Code auto-fixing. Creates Test → Fail → Issue → Fix → Repeat cycle until tests pass. — from engineering/testing
Pattern for automated testing with GitHub issue creation and Claude Code auto-fixing. Creates Test → Fail → Issue → Fix → Repeat cycle until tests pass. — from engineering/testing
Proactively test and validate the functionality of generated scripts and skills.
Use when a user asks to generate or improve unit tests with measurable coverage gains using a strict staged workflow (build -> baseline -> plan -> generate -> verify -> coverage…
Day-to-day operations runbook for the AutoCroissant Discord bot. Load this when the task sounds like "run the bot", "start the bot", "stop", "restart", "deploy", "update the bot",…
Use when an approved ai-architecture.md defines a multi-agent workflow and AutoGen is the chosen framework.
Use when an approved ai-architecture.md defines a tool surface and AutoGen is the chosen framework. Produces tool schemas, an authorization-enforcing execution adapter,…
Autonomous optimization loop that improves any measurable thing. Point it at files to change, a command to check, and a number to improve — then walk away.
Applies Al Sweigart's "Automate the Boring Stuff with Python" framework — spotting repetitive/rule-based manual tasks worth scripting, picking the right tool (regex, file/folder…
将手动测试用例转为 Playwright E2E 测试并执行时使用；含写自动化前的业务熟悉踩点、Page Object/Helper 编写、执行中的 Bug 证据收集与报告条目记录。不用于：纯 API 接口测试（api-testing）、以理解系统为目的的独立探索会话（exploratory-testing）、已确认 Bug…
Use when building or maintaining automated end-to-end regression tests for Salesforce UI (Lightning, LWC, Aura, Flows), selecting a testing framework (UTAM, Provar, Selenium),…
Develop and execute automated tests to validate pilot scripts, workflows, and systems. Use when verifying code reliability, performing regression checks, or enforcing quality…
How the devbox automatically updates llm-agents (claude-code) via GitHub Actions and systemd timers. Use when debugging update failures or understanding the update flow.
Autonomous PriorityClaw skill. Dynamically rescores the testing queue based on live WAF feedback, putting high-success probability target/proxy pairs at the front of the queue and…
Add controlled retries to pytest runs so agents can contain flaky tests and report final failures without rerunning whole suites by hand.
Test automate API endpoint testing including request generation, validation, and comprehensive test coverage for REST and GraphQL APIs.
CI/CD Pipeline-Architektur, PowerShell Module, GitHub Packages, Release-Strategien, ReleaseFlow
Use whenever Thien asks Codex to improve, update, refactor, clarify, or redesign an automation. Runs a Claude/Cursor/Claude/Cursor critique loop before Codex saves and syncs the…
Prepare for SDET and automation interviews round by round, covering coding screens, framework design, API testing tasks, scenario questions, and STAR stories built from real…
Choose between Shell and Python for generated automation code based on task traits. Use when automation language selection guidance is required.
Generate SAP Automation Pilot commands with dynamic expressions, jq transformations, and composite workflows.
Master the ExecuteScript executor for Automation Pilot commands. Covers script execution parameters, Base64 encoding, timeout/exit code handling, stdin/parameters/environment…
Expert automation workflow refactoring tool for Power Automate, n8n, Make, Zapier and other platforms.
Automatisation par scripts (PowerShell, Python, Bash) pour tâches répétitives — cron jobs, batch processing et orchestration.
Scraping + AI-provider standards — the Scraper trait & SCRAPERS registry, selector resilience, rate-limiting/cancellation, and the provider-abstraction (zero-change) rule for…
Plan test automation strategies including ROI analysis, automation candidate selection, framework evaluation, and maintainable automation architecture.
Expert skill in 800V EV platform architecture design, covering SiC power electronics, ultra-fast charging (250-350 kW), backward compatibility with 400V infrastructure, and…
Use when a task needs the judgment of an Automotive Engineering Technician — setting up and instrumenting test equipment (strain-gauge bridges, thermocouples, load/torque sensors)…
Expert guide for autonomous API schema drift detection, OpenAPI / gRPC breaking change monitoring, self-healing SDK adapter generation, and zero-downtime client-server…
Comprehensive autonomous development strategies including milestone planning, incremental implementation, auto-debugging, and continuous quality assurance for full development…
Use when running, configuring, or troubleshooting the autonomous-dev-team dispatcher cron. Triggers on phrases like "run the dispatcher", "scan for pending issues", "dispatch…
Execute implementation plans or backlog items autonomously with shared-context architecture for maximum accuracy