itallstartedwithaidea/agent-skills
57 skills · 3,319 total installs
$npx skills add itallstartedwithaidea/agent-skillsSkillInstalls
knowledge-base-ragKnowledge Base RAG implements the complete Retrieval-Augmented Generation pipeline: document ingestion, intelligent chunking, embedding generation, vector…landing-page-auditThe Landing Page Audit skill performs comprehensive evaluations of post-click experiences, combining technical performance analysis with conversion rate…geospatial-analysisGeospatial Analysis provides workflows for satellite imagery processing, GIS operations with GeoPandas, spatial statistics, and Earth observation data analysis.bioinformaticsBioinformatics provides computational biology workflows for sequence analysis, protein structure prediction, single-cell RNA-seq with Scanpy, gene regulatory…pmax-optimizationThe Performance Max Optimization skill provides expert-level management of Google's most automated campaign type.memory-persistenceMemory Persistence enables AI agents to maintain knowledge across sessions, transforming stateless inference calls into stateful, continuously improving…quality-score-optimizationThe Quality Score Optimization skill provides a systematic framework for diagnosing, tracking, and improving Quality Score across every keyword in a Google Ads…self-healing-agentsSelf-Healing Agents are autonomous systems that detect their own failure modes and self-correct without human intervention.google-ads-auditThe Google Ads Account Audit skill executes a comprehensive, pattern-driven analysis of any Google Ads account using a proprietary 1,000-pattern knowledge base.budget-optimizationThe Budget Optimization skill applies AI-driven forecasting and portfolio theory to allocate advertising budgets across campaigns for maximum return.cheminformaticsCheminformatics provides computational chemistry workflows using RDKit for molecular property prediction, virtual screening, ADMET analysis, molecular docking…scientific-writingScientific Writing guides the production of research papers, abstracts, grant proposals, and supplementary materials with proper citation management, LaTeX…context-engineeringContext Engineering is the discipline of maximizing agent output quality while minimizing token expenditure.conversion-trackingThe Conversion Tracking skill provides end-to-end management of Google Ads conversion measurement infrastructure.data-analysisData Analysis provides a structured framework for statistical analysis using pandas, numpy, and scipy, with visualization through matplotlib, seaborn, and…keyword-researchThe Keyword Research skill delivers a systematic approach to keyword discovery, expansion, and optimization for Google Ads campaigns.research-methodologyResearch Methodology guides the agent through the complete scientific research lifecycle: hypothesis generation from literature gaps, experimental design with…shopping-adsThe Shopping Ads skill delivers end-to-end management of Google Shopping campaigns and Merchant Center product feeds.competitor-analysisThe Competitor Analysis skill transforms Google Ads auction data into actionable competitive intelligence.ad-copy-generationThe Ad Copy Generation skill produces high-performance responsive search ad (RSA) copy using AI-driven generation pipelines calibrated against millions of ad…audience-targetingThe Audience Targeting skill orchestrates Google Ads' full audience ecosystem to reach the right users at every stage of the conversion funnel.remarketing-strategyThe Remarketing Strategy skill designs and implements cross-channel remarketing architectures that re-engage users at every stage of the conversion funnel.batch-processingBatch Processing enables parallel AI task execution with progress tracking, error handling, rate limiting, and result aggregation.machine-learningMachine Learning provides end-to-end ML pipeline construction with PyTorch and scikit-learn, covering model selection, training, evaluation, interpretability,…token-optimizationToken Optimization is the systematic reduction of token expenditure across agent operations without sacrificing output quality.multi-model-routingMulti-Model Routing is the intelligent dispatch of agent tasks to the optimal model provider based on task characteristics, cost constraints, latency…parallel-agent-orchestrationParallel Agent Orchestration is the discipline of dispatching, coordinating, and aggregating results from multiple concurrent subagents to dramatically…workflow-orchestrationWorkflow Orchestration provides a visual AI flow-building framework with MCP plugin support, conditional branching, parallel execution, and error recovery.codeql-semgrepCodeQL & Semgrep integrates production-grade static analysis into agent workflows for deep vulnerability detection, custom rule authoring, and automated code…cognitive-scaffoldingCognitive Scaffolding structures an agent's context window using principles from cognitive science — primacy effects, recency bias, chunking, and attention…session-archaeologySession Archaeology is the systematic excavation and analysis of past agent sessions to extract reusable patterns, identify recurring failure modes, and derive…adversarial-resilienceAdversarial Resilience is the practice of hardening AI agents against deliberate attacks — prompt injection, data exfiltration, sandbox escape, and…configuration-managementConfiguration Management implements dynamic configuration with hot-reload capability, inspired by Nacos configuration management patterns.continuous-learningContinuous Learning enables agents to automatically extract successful patterns from completed sessions and codify them into reusable skills, rules, and prompt…database-lookupDatabase Lookup provides unified programmatic access to 78+ scientific and public databases spanning chemistry (PubChem, ChEMBL), biology (UniProt, COSMIC,…long-horizon-workflowsLong-Horizon Workflows enable AI agents to execute multi-hour, multi-phase autonomous pipelines that far exceed the scope of a single conversation turn.verification-loopsVerification Loops are systematic evaluation pipelines that validate agent outputs at every stage of execution.agent-instinct-systemThe Agent Instinct System implements pre-cognitive reflexes — automatic safety checks and validations that fire before every code change, tool call, or output…ai-chat-studioAI Chat Studio provides a multi-LLM chat orchestration framework with 300+ assistant presets, intelligent model routing, and conversation management.ci-cd-pipelinesCI/CD Pipelines defines production-grade continuous integration and deployment workflows using GitHub Actions with wrangler deploy, link validation, HTML…knowledge-base-injectionKnowledge Base Injection is the technique of dynamically injecting domain expertise into an agent's context at the moment it is most relevant, using TF-IDF…observabilityObservability implements structured logging, distributed tracing, and error monitoring for Cloudflare Workers and edge applications.proactive-intelligenceProactive Intelligence enables agents to autonomously seek out external information — web searches, API re-pulls, data freshness checks — during analysis…agent-security-scanningAgent Security Scanning detects vulnerabilities in AI-generated code before it reaches production.anthropic-tool-masteryAnthropic Tool Mastery is the definitive skill for leveraging Claude's native tool_use capability to its fullest potential.assistant-presetsAssistant Presets provides a framework for creating, testing, and deploying specialized AI assistant configurations for domain-specific tasks.cloudflare-workersCloudflare Workers provides comprehensive guidance for building edge-first applications using Durable Objects, KV, R2, D1, AI bindings, and Vectorize.edge-renderingEdge Rendering generates and serves dynamic pages at the network edge, eliminating origin round-trips for content that varies by city, service, or user segment.entity-memory-managementEntity Memory Management is the systematic extraction, persistence, and retrieval of named entities across agent sessions, enabling long-term contextual…mcp-server-creationMCP Server Creation is the skill of building Model Context Protocol servers that expose tools, resources, and capabilities to AI agents through a standardized…ml-model-integrationML Model Integration provides workflows for discovering, evaluating, and deploying machine learning models from HuggingFace Hub.programmatic-videoProgrammatic Video enables React-based video rendering with Remotion, where every frame is a React component and every animation is expressed in code.prompt-architecturePrompt Architecture is the structural engineering of agent instructions.service-discoveryService Discovery implements dynamic service registry, health check monitoring, and intelligent load balancing patterns inspired by Nacos for cloud-native…web-asset-generationWeb Asset Generation automates the creation of favicons, PWA icons, Open Graph images, social media meta tags, and Apple touch icons from a single source image…low-code-generationLow-Code Generation uses AI to produce forms, tables, dashboards, and workflow UIs from natural language descriptions or schema definitions.multi-harness-portabilityMulti-Harness Portability is the engineering discipline of writing agent skills, prompts, and configurations that work across every major AI coding harness —…