ABlanggraphsickn33-agentic-awesome-skills#agentic-bundle-aas-agent-mcp-builderv20.3.0AI & Machine Learningstate managementLangGraphhuman-in-the-loopExpert in LangGraph - the production-grade framework for building stateful, multi-actor AI applications. Covers graph construction, state management, cycles and branches,...
ABlangfusesickn33-agentic-awesome-skills#agentic-bundle-aas-agent-mcp-builderv20.3.0AI & Machine Learningevaluationtracingllm-observabilityExpert in Langfuse - the open-source LLM observability platform. Covers tracing, prompt management, evaluation, datasets, and integration with LangChain, LlamaIndex, and OpenAI....
ABcontext-window-managementsickn33-agentic-awesome-skills#agentic-bundle-aas-agent-mcp-builderv20.3.0AI & Machine Learningcontext engineeringsummarizationtoken budgetingStrategies for managing LLM context windows including summarization, trimming, routing, and avoiding context rot
ABagent-memory-systemssickn33-agentic-awesome-skills#agentic-bundle-aas-agent-mcp-builderv20.3.0AI & Machine Learningvector storesagent memoryretrieval-augmented-generationDesign tenant-scoped memory, retrieval and retention for agents. Use when planning RAG, conversation history, vector stores or remembering across sessions.
ABai-agents-architectsickn33-agentic-awesome-skills#agentic-bundle-aas-agent-mcp-builderv20.3.0AI & Machine LearningAI agentsmulti-agent orchestrationagent memoryExpert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration.
ABagent-harness-fault-injectionsickn33-agentic-awesome-skills#agentic-bundle-aas-agent-mcp-builderv20.3.0TestingMCP toolsmulti-agentcheckpointingUse when an agent workflow needs deterministic recovery evidence for sandbox, MCP/tool, worker, checkpoint, memory, or orchestration failures.
ABagent-evaluationsickn33-agentic-awesome-skills#agentic-bundle-aas-agent-mcp-builderv20.3.0Testingregression-testingagent evaluationevaluation-harnessEvaluate agent behavior with versioned cases and explicit verifiers. Use when comparing agent or prompt changes, reproducing failures, or running agent regression tests.
ABagent-evaluation-reportingsickn33-agentic-awesome-skills#agentic-bundle-aas-agent-mcp-builderv20.3.0AI & Machine Learningagent evaluationbenchmark-reportingmetrics-denominatorsUse when summarizing agent evaluations where autonomous, assisted, failed, timed-out, or invalid outcomes must remain distinct and comparable.
ABcode-review-checklistsickn33-agentic-awesome-skills#agentic-bundle-aas-qa-test-automationv20.3.0Comprehensive checklist for conducting thorough code reviews covering functionality, security, performance, and maintainability
ABe2e-testing-patternssickn33-agentic-awesome-skills#agentic-bundle-aas-qa-test-automationv20.3.0Build reliable, fast, and maintainable end-to-end test suites that provide confidence to ship code quickly and catch regressions before users do.
ABk6-load-testingsickn33-agentic-awesome-skills#agentic-bundle-aas-qa-test-automationv20.3.0Comprehensive k6 load testing skill for API, browser, and scalability testing. Write realistic load scenarios, analyze results, and integrate with CI/CD.
ABplaywright-skillsickn33-agentic-awesome-skills#agentic-bundle-aas-qa-test-automationv20.3.0Write and run scoped Playwright browser automation, responsive checks, screenshots and login-flow tests with a local Node executor.
ABpython-testing-patternssickn33-agentic-awesome-skills#agentic-bundle-aas-qa-test-automationv20.3.0Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use when writing Python tests, setting up test suites, or implementing...
ABscreen-reader-testingsickn33-agentic-awesome-skills#agentic-bundle-aas-qa-test-automationv20.3.0Practical guide to testing web applications with screen readers for comprehensive accessibility validation.
ABsystematic-debuggingsickn33-agentic-awesome-skills#agentic-bundle-aas-qa-test-automationv20.3.0Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes
ABtest-driven-developmentsickn33-agentic-awesome-skills#agentic-bundle-aas-qa-test-automationv20.3.0Use a failing behavioral test to guide a feature or bug fix, then implement and refactor with relevant regression checks.
ABtest-fixingsickn33-agentic-awesome-skills#agentic-bundle-aas-qa-test-automationv20.3.0Systematically identify and fix all failing tests using smart grouping strategies. Use when explicitly asks to fix tests ("fix these tests", "make tests pass"), reports test...
ABapi-security-best-practicessickn33-agentic-awesome-skills#agentic-bundle-aas-secure-app-builderv20.3.0Implement secure API design patterns including authentication, authorization, input validation, rate limiting, and protection against common API vulnerabilities
ABauth-implementation-patternssickn33-agentic-awesome-skills#agentic-bundle-aas-secure-app-builderv20.3.0Implement or review authentication and authorization with explicit token, session and resource-access boundaries.
ABbackend-security-codersickn33-agentic-awesome-skills#agentic-bundle-aas-secure-app-builderv20.3.0Expert in secure backend coding practices specializing in input validation, authentication, and API security. Use PROACTIVELY for backend security implementations or security code...