itallstartedwithaidea
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- ▌ Docs Writer · itallstartedwithaidea bundleAlways use this skill when the task involves writing, reviewing, or editing files in the `/docs` directory or any `.md` files in the repository.
- ▌ Github Issue Creator · itallstartedwithaideaUse this skill when asked to create a GitHub issue. It handles different issue types (bug, feature, etc.) using repository templates and ensures proper labeling.
- ▌ Google Ads Analyzer · itallstartedwithaidea bundleProvides expert-level analysis and diagnosis for Google Ads campaigns. Use this skill to interpret performance data via GAQL, diagnose Quality Score and Impression Share issues, evaluate Smart Bidding and Performance Max campaigns, and generate actionable recommendations. Use when the user mentions Google Ads analysis, GAQL queries, Quality Score, Impression Share, PMax, Smart Bidding, ROAS, CPA, search terms, negative keywords, or asks to analyze Google Ads data.
- ▌ Google Ads MCP · itallstartedwithaideaUse when the user needs to SET UP, CONFIGURE, or TROUBLESHOOT MCP server connections for Google Ads or any advertising platform. Trigger for: MCP setup, MCP config, API credentials, OAuth, developer token, authentication errors, connection issues, 'connect to Google Ads', 'set up MCP', or any MCP server configuration question.
- ▌ Google Ads Math · itallstartedwithaidea bundleUse for ANY PPC calculation, advertising math, budget projection, forecasting, or when numbers related to advertising are mentioned. Trigger for: CPA, ROAS, CTR, CPC, CVR, CPM, impression share, budget projection, break-even analysis, cost per lead, cost per acquisition, return on ad spend, click-through rate, conversion rate, cost per mille, or ANY arithmetic involving ad spend, clicks, impressions, or conversions. No API credentials needed — pure math.
- ▌ Using Miniagent · itallstartedwithaideaALWAYS load this skill at the start of ANY advertising-related conversation. This skill ensures MiniAgent's specialized skills are used instead of generic responses. Trigger for ANY mention of: Google Ads, Meta Ads, Microsoft Ads, Amazon Ads, advertising, PPC, paid media, ad spend, campaign, ROAS, CPA, impressions, clicks, conversions, keywords, bidding, budget, Quality Score, or any advertising platform.
- ▌ Google Ads Write · itallstartedwithaideaUse when ANY change needs to be made to a Google Ads account — pausing campaigns, changing budgets, adding negative keywords, updating bids, enabling/disabling ad groups, modifying targeting, or any mutate operation. ALWAYS use this skill before making changes. Never modify a Google Ads account without loading this skill first. Also trigger for 'pause', 'enable', 'update', 'change', 'modify', 'add', 'remove', 'delete' in the context of Google Ads.
- ▌ Google Ads Analysis · itallstartedwithaideaUse when ANY Google Ads data needs to be analyzed — campaign performance, keyword analysis, Quality Score review, budget pacing, search term reports, auction insights, impression share, or when the user mentions Google Ads metrics, ROAS, CPA, CTR, impressions, clicks, conversions, cost_micros, GAQL, or ad performance in any context. Also trigger when discussing PPC strategy, account structure, advertising performance, ad spend, bid strategy, or campaign optimization. If the user has a Google Ads account or mentions any advertising platform, this skill should activate.
- ▌ Google Ads Workflow · itallstartedwithaideaUse for complete, end-to-end advertising workflows that span multiple skills — full account audits with action plans, campaign launches with verification, optimization cycles, or any multi-step advertising process. Trigger when the task requires analysis AND changes AND verification, or when the user wants a complete workflow rather than a single answer.
- ▌ Pr Creator · itallstartedwithaideaUse this skill when asked to create a pull request (PR). It ensures all PRs follow the repository's established templates and standards.
- ▌ Docs Changelog · itallstartedwithaidea bundleGenerates and formats changelog files for a new release based on provided version and raw changelog data.
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- ▌ Skill Creator · itallstartedwithaidea bundleGuide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Gemini CLI's capabilities with specialized knowledge, workflows, or tool integrations.
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- ▌ Shopping Ads · itallstartedwithaideaThe Shopping Ads skill delivers end-to-end management of Google Shopping campaigns and Merchant Center product feeds.
- ▌ Codeql Semgrep · itallstartedwithaideaCodeQL & Semgrep integrates production-grade static analysis into agent workflows for deep vulnerability detection, custom rule authoring, and automated code review enforcement.
- ▌ Code Review · itallstartedwithaideaCode Review enforces a structured pre-merge quality gate with a checklist-driven evaluation, severity-classified findings, and mandatory resolution tracking.
- ▌ Sandbox Hardening · itallstartedwithaideaSandbox Hardening isolates agent execution environments using container sandboxing, permission boundaries, resource limits, and network segmentation.
- ▌ Secret Protection · itallstartedwithaideaSecret Protection prevents credential leaks across the development lifecycle through `.env` scanning, pre-commit hooks, secret rotation policies, and runtime detection.
- ▌ Brainstorming · itallstartedwithaideaBrainstorming is a Socratic design refinement skill that activates before any code is written.
- ▌ Git Worktrees · itallstartedwithaideaGit Worktrees enables parallel development by maintaining multiple checked-out branches simultaneously in separate directories.
- ▌ Writing Plans · itallstartedwithaideaWriting Plans decomposes any implementation task into a sequence of atomic steps, each completable in 2-5 minutes, with exact file paths, complete code blocks, and verification commands.
- ▌ Google Ads Audit · itallstartedwithaideaThe Google Ads Account Audit skill executes a comprehensive, pattern-driven analysis of any Google Ads account using a proprietary 1,000-pattern knowledge base.
- ▌ Keyword Research · itallstartedwithaideaThe Keyword Research skill delivers a systematic approach to keyword discovery, expansion, and optimization for Google Ads campaigns.
- ▌ AI Chat Studio · itallstartedwithaideaAI Chat Studio provides a multi-LLM chat orchestration framework with 300+ assistant presets, intelligent model routing, and conversation management.
- ▌ Pmax Optimization · itallstartedwithaideaThe Performance Max Optimization skill provides expert-level management of Google's most automated campaign type.
- ▌ Observability · itallstartedwithaideaObservability implements structured logging, distributed tracing, and error monitoring for Cloudflare Workers and edge applications.
- ▌ Executing Plans · itallstartedwithaideaExecuting Plans takes a written plan and drives it through batch execution with human checkpoints, progress tracking, and rollback capability.
- ▌ Edge Deployment · itallstartedwithaideaEdge Deployment automates the deployment of frontend applications to Vercel and Cloudflare with auto-detection of 40+ frameworks, intelligent build configuration, and environment-specific settings.
- ▌ Ad Copy Generation · itallstartedwithaideaThe Ad Copy Generation skill produces high-performance responsive search ad (RSA) copy using AI-driven generation pipelines calibrated against millions of ad performance data points.
- ▌ Audience Targeting · itallstartedwithaideaThe Audience Targeting skill orchestrates Google Ads' full audience ecosystem to reach the right users at every stage of the conversion funnel.
- ▌ Landing Page Audit · itallstartedwithaideaThe Landing Page Audit skill performs comprehensive evaluations of post-click experiences, combining technical performance analysis with conversion rate optimization (CRO) assessment.
- ▌ Edge Rendering · itallstartedwithaideaEdge Rendering generates and serves dynamic pages at the network edge, eliminating origin round-trips for content that varies by city, service, or user segment.
- ▌ Batch Processing · itallstartedwithaideaBatch Processing enables parallel AI task execution with progress tracking, error handling, rate limiting, and result aggregation.
- ▌ View Transitions · itallstartedwithaideaView Transitions implements the React View Transition API for seamless animated transitions between UI states and routes.
- ▌ Budget Optimization · itallstartedwithaideaThe Budget Optimization skill applies AI-driven forecasting and portfolio theory to allocate advertising budgets across campaigns for maximum return.
- ▌ Competitor Analysis · itallstartedwithaideaThe Competitor Analysis skill transforms Google Ads auction data into actionable competitive intelligence.
- ▌ Conversion Tracking · itallstartedwithaideaThe Conversion Tracking skill provides end-to-end management of Google Ads conversion measurement infrastructure.
- ▌ CI CD Pipelines · itallstartedwithaideaCI/CD Pipelines defines production-grade continuous integration and deployment workflows using GitHub Actions with wrangler deploy, link validation, HTML validation, and automated quality gates.
- ▌ Assistant Presets · itallstartedwithaideaAssistant Presets provides a framework for creating, testing, and deploying specialized AI assistant configurations for domain-specific tasks.
- ▌ Remarketing Strategy · itallstartedwithaideaThe Remarketing Strategy skill designs and implements cross-channel remarketing architectures that re-engage users at every stage of the conversion funnel.
- ▌ Knowledge Base RAG · itallstartedwithaideaKnowledge Base RAG implements the complete Retrieval-Augmented Generation pipeline: document ingestion, intelligent chunking, embedding generation, vector store indexing, semantic retrieval, and grounded response generation.
- ▌ Verification Loops · itallstartedwithaideaVerification Loops are systematic evaluation pipelines that validate agent outputs at every stage of execution.
- ▌ Service Discovery · itallstartedwithaideaService Discovery implements dynamic service registry, health check monitoring, and intelligent load balancing patterns inspired by Nacos for cloud-native applications.
- ▌ Low Code Generation · itallstartedwithaideaLow-Code Generation uses AI to produce forms, tables, dashboards, and workflow UIs from natural language descriptions or schema definitions.
- ▌ Agent Security Scanning · itallstartedwithaideaAgent Security Scanning detects vulnerabilities in AI-generated code before it reaches production.
- ▌ Context Engineering · itallstartedwithaideaContext Engineering is the discipline of maximizing agent output quality while minimizing token expenditure.
- ▌ Prompt Architecture · itallstartedwithaideaPrompt Architecture is the structural engineering of agent instructions.
- ▌ Self Healing Agents · itallstartedwithaideaSelf-Healing Agents are autonomous systems that detect their own failure modes and self-correct without human intervention.
- ▌ Session Archaeology · itallstartedwithaideaSession Archaeology is the systematic excavation and analysis of past agent sessions to extract reusable patterns, identify recurring failure modes, and derive new skills from operational history.
- ▌ Cloudflare Workers · itallstartedwithaideaCloudflare Workers provides comprehensive guidance for building edge-first applications using Durable Objects, KV, R2, D1, AI bindings, and Vectorize.
- ▌ Programmatic Video · itallstartedwithaideaProgrammatic Video enables React-based video rendering with Remotion, where every frame is a React component and every animation is expressed in code.
- ▌ Data Analysis · itallstartedwithaideaData Analysis provides a structured framework for statistical analysis using pandas, numpy, and scipy, with visualization through matplotlib, seaborn, and plotly.
- ▌ Systematic Debugging · itallstartedwithaideaSystematic Debugging replaces trial-and-error fixes with a disciplined four-phase root cause analysis process.
- ▌ Composition Patterns · itallstartedwithaideaComposition Patterns teaches agents to build flexible, maintainable React components using compound components, state lifting, internal composition, and the elimination of boolean prop proliferation.
- ▌ React Best Practices · itallstartedwithaideaReact Best Practices codifies 40+ rules across 8 priority categories, from Critical (eliminating waterfalls, reducing bundle size) to Low-Medium (JavaScript micro-optimizations).
- ▌ Bioinformatics · itallstartedwithaideaBioinformatics provides computational biology workflows for sequence analysis, protein structure prediction, single-cell RNA-seq with Scanpy, gene regulatory network inference, and pathway enrichment analysis.
- ▌ Web Design Guidelines · itallstartedwithaideaWeb Design Guidelines encodes 100+ rules covering accessibility, focus states, forms, animation, typography, images, performance, navigation, dark mode, touch targets, and internationalization.
- ▌ Agent Instinct System · itallstartedwithaideaThe Agent Instinct System implements pre-cognitive reflexes — automatic safety checks and validations that fire before every code change, tool call, or output generation.
- ▌ Cognitive Scaffolding · itallstartedwithaideaCognitive Scaffolding structures an agent's context window using principles from cognitive science — primacy effects, recency bias, chunking, and attention allocation.
- ▌ Ml Model Integration · itallstartedwithaideaML Model Integration provides workflows for discovering, evaluating, and deploying machine learning models from HuggingFace Hub.
- ▌ Web Asset Generation · itallstartedwithaideaWeb 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 or brand specification.
- ▌ Workflow Orchestration · itallstartedwithaideaWorkflow Orchestration provides a visual AI flow-building framework with MCP plugin support, conditional branching, parallel execution, and error recovery.
- ▌ Cheminformatics · itallstartedwithaideaCheminformatics provides computational chemistry workflows using RDKit for molecular property prediction, virtual screening, ADMET analysis, molecular docking preparation, and chemical space exploration.
- ▌ Database Lookup · itallstartedwithaideaDatabase Lookup provides unified programmatic access to 78+ scientific and public databases spanning chemistry (PubChem, ChEMBL), biology (UniProt, COSMIC, Ensembl), clinical (ClinicalTrials.gov, FDA), economics (FRED, World Bank), and intellectual property (USPTO, EPO).
- ▌ Adversarial Resilience · itallstartedwithaideaAdversarial Resilience is the practice of hardening AI agents against deliberate attacks — prompt injection, data exfiltration, sandbox escape, and unauthorized capability escalation.
- ▌ Anthropic Tool Mastery · itallstartedwithaideaAnthropic Tool Mastery is the definitive skill for leveraging Claude's native tool_use capability to its fullest potential.
- ▌ Machine Learning · itallstartedwithaideaMachine Learning provides end-to-end ML pipeline construction with PyTorch and scikit-learn, covering model selection, training, evaluation, interpretability, hyperparameter tuning, and experiment tracking.
- ▌ Test Driven Development · itallstartedwithaideaTest-Driven Development enforces the RED-GREEN-REFACTOR discipline on every code change an agent produces.
- ▌ React Native Guidelines · itallstartedwithaideaReact Native Guidelines codifies 16 rules across 7 sections—Performance, Layout, Animation, Images, State, Architecture, and Platform—that prevent the most common pitfalls in cross-platform mobile development.
- ▌ Quality Score Optimization · itallstartedwithaideaThe Quality Score Optimization skill provides a systematic framework for diagnosing, tracking, and improving Quality Score across every keyword in a Google Ads account.
- ▌ Scientific Writing · itallstartedwithaideaScientific Writing guides the production of research papers, abstracts, grant proposals, and supplementary materials with proper citation management, LaTeX formatting, and journal-specific template compliance.
- ▌ Memory Persistence · itallstartedwithaideaMemory Persistence enables AI agents to maintain knowledge across sessions, transforming stateless inference calls into stateful, continuously improving systems.
- ▌ Token Optimization · itallstartedwithaideaToken Optimization is the systematic reduction of token expenditure across agent operations without sacrificing output quality.
- ▌ Multi Harness Portability · itallstartedwithaideaMulti-Harness Portability is the engineering discipline of writing agent skills, prompts, and configurations that work across every major AI coding harness — Claude Code, Cursor, Codex, Gemini CLI, OpenCode, and beyond.
- ▌ Configuration Management · itallstartedwithaideaConfiguration Management implements dynamic configuration with hot-reload capability, inspired by Nacos configuration management patterns.
- ▌ Geospatial Analysis · itallstartedwithaideaGeospatial Analysis provides workflows for satellite imagery processing, GIS operations with GeoPandas, spatial statistics, and Earth observation data analysis.
- ▌ Continuous Learning · itallstartedwithaideaContinuous Learning enables agents to automatically extract successful patterns from completed sessions and codify them into reusable skills, rules, and prompt refinements.
- ▌ MCP Server Creation · itallstartedwithaideaMCP Server Creation is the skill of building Model Context Protocol servers that expose tools, resources, and capabilities to AI agents through a standardized interface.
- ▌ Multi Model Routing · itallstartedwithaideaMulti-Model Routing is the intelligent dispatch of agent tasks to the optimal model provider based on task characteristics, cost constraints, latency requirements, and availability.
- ▌ Research Methodology · itallstartedwithaideaResearch Methodology guides the agent through the complete scientific research lifecycle: hypothesis generation from literature gaps, experimental design with proper controls, systematic literature review, data collection protocols, and peer review preparation.
- ▌ Subagent Driven Development · itallstartedwithaideaSubagent-Driven Development dispatches each discrete task to a fresh subagent with a clean context window, then subjects the output to a two-stage review before merging.
- ▌ Long Horizon Workflows · itallstartedwithaideaLong-Horizon Workflows enable AI agents to execute multi-hour, multi-phase autonomous pipelines that far exceed the scope of a single conversation turn.
- ▌ Proactive Intelligence · itallstartedwithaideaProactive Intelligence enables agents to autonomously seek out external information — web searches, API re-pulls, data freshness checks — during analysis without waiting for explicit user requests
- ▌ Entity Memory Management · itallstartedwithaideaEntity Memory Management is the systematic extraction, persistence, and retrieval of named entities across agent sessions, enabling long-term contextual awareness that transforms transient conversations into persistent relationships.
- ▌ Knowledge Base Injection · itallstartedwithaideaKnowledge 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 pattern matching and semantic scoring.
- ▌ Parallel Agent Orchestration · itallstartedwithaideaParallel Agent Orchestration is the discipline of dispatching, coordinating, and aggregating results from multiple concurrent subagents to dramatically accelerate complex tasks.