ABmcp-buildersickn33-agentic-awesome-skills#agentic-bundle-aas-agent-mcp-builderv20.3.0AI & Machine Learningmcp serversSDK integrationllm-toolingCreate MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. The quality of an MCP server is measured by how well...
ABllm-app-patternssickn33-agentic-awesome-skills#agentic-bundle-aas-agent-mcp-builderv20.3.0AI & Machine Learningagent designtool useretrieval-augmented-generationArchitecture and integration sketches for LLM applications, with explicit retrieval, tool, privacy and verification boundaries.
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.
ABdbt-transformation-patternssickn33-agentic-awesome-skills#agentic-bundle-aas-data-analyticsv20.3.0Production-ready patterns for dbt (data build tool) including model organization, testing strategies, documentation, and incremental processing.
ABkpi-dashboard-designsickn33-agentic-awesome-skills#agentic-bundle-aas-data-analyticsv20.3.0Comprehensive patterns for designing effective Key Performance Indicator (KPI) dashboards that drive business decisions.
ABmarket-sizing-analysissickn33-agentic-awesome-skills#agentic-bundle-aas-data-analyticsv20.3.0Comprehensive market sizing methodologies for calculating Total Addressable Market (TAM), Serviceable Available Market (SAM), and Serviceable Obtainable Market (SOM) for startup...
ABpostgres-best-practicessickn33-agentic-awesome-skills#agentic-bundle-aas-data-analyticsv20.3.0Postgres performance optimization and best practices from Supabase. Use this skill when writing, reviewing, or optimizing Postgres queries, schema designs, or database...
ABsql-optimization-patternssickn33-agentic-awesome-skills#agentic-bundle-aas-data-analyticsv20.3.0Diagnose slow SQL with query plans, preserve query results, and verify indexing or query changes against representative data.
ABsql-prosickn33-agentic-awesome-skills#agentic-bundle-aas-data-analyticsv20.3.0Master modern SQL with cloud-native databases, OLTP/OLAP optimization, and advanced query techniques. Expert in performance tuning, data modeling, and hybrid analytical systems.
ABstartup-financial-modelingsickn33-agentic-awesome-skills#agentic-bundle-aas-data-analyticsv20.3.0Build comprehensive 3-5 year financial models with revenue projections, cost structures, cash flow analysis, and scenario planning for early-stage startups.
ABstartup-metrics-frameworksickn33-agentic-awesome-skills#agentic-bundle-aas-data-analyticsv20.3.0Comprehensive guide to tracking, calculating, and optimizing key performance metrics for different startup business models from seed through Series A.
ABapi-contract-testingsickn33-agentic-awesome-skills#agentic-bundle-aas-qa-test-automationv20.3.0Design and review API contract tests across providers and consumers. Use for schema changes, compatibility regressions and client integration failures.
ABbrowser-automationsickn33-agentic-awesome-skills#agentic-bundle-aas-qa-test-automationv20.3.0Build reliable browser checks using observed UI state, semantic locators, bounded waits, isolated test data and explicit outcome verification.