Ai agent builder
Build AI agents with tools, memory, and multi-step reasoning - ChatGPT, Claude, Gemini integration patterns
Skills for your AI
Build AI agents with tools, memory, and multi-step reasoning - ChatGPT, Claude, Gemini integration patterns
Guides AI and ML integration across data preparation, model development, validation, deployment, monitoring, security, and automation. Use when planning or overseeing AI/ML projects such as churn prediction, chatbot training, forecasting, fraud detection, segm
Assesses, selects, integrates, tests, monitors, secures, and maintains AI and automation tools for IT leaders. Use when identifying automation opportunities, choosing vendors, analyzing data for AI use cases, planning training and change management, testing AI
Curates AI course recommendations from a connected course database by filtering, ranking, and tracking suggestions against stored learner preferences. Use when a user wants course recommendations, asks for more detail on a recommended course, wants to update t
Audits AI-generated code for hidden debt and failure patterns such as missing error handling, orphaned resources, ignored edge cases, hallucinated dependencies, and architectural drift. Use when code was generated or accepted from an AI, when code works but fe
Audits AI systems for bias, fairness, and regulatory compliance gaps, producing ethical impact assessments, bias reports, compliance mappings, and model cards. Use when reviewing an AI system before deployment, checking training data or model outputs for prote
Plans and executes AI integration across innovation processes, from market research and opportunity identification through risk assessment, pilot planning, and performance monitoring. Use when researching AI trends, identifying AI applications, designing stake
Guides CIOs through AI and ML integration projects, from data preparation and model selection to deployment, monitoring, ethics, and domain use cases. Use when planning, evaluating, deploying, or improving an AI/ML project, or when addressing fairness, complia
Develops campaign ideas through strategist, copywriter, and analyst perspectives, forcing real disagreement and condensing to one decided concept. Use when planning a campaign, drafting channel copy, stress-testing a campaign plan, or deciding next steps for a
Guides a CDO through the AI/ML project lifecycle — data preparation, model selection, training, validation, deployment, monitoring, ethics, optimization, continuous learning, and business applications. Use when planning, evaluating, deploying, or improving an
Guides IT directors through the AI/ML project lifecycle — data preparation, model selection, training, deployment, monitoring, and applied use cases like predictive maintenance and fraud detection. Use when planning, building, deploying, debugging, or interpre
Explains AI/ML fundamentals and plans practical applications such as support assistants, recommendations, fraud detection, document processing, and predictive maintenance. Use when an IT specialist asks about AI/ML concepts, model training, ethics, subfields,
Generates AI/ML test cases, synthetic data, performance, bias, robustness, explainability, integration, regression, usability, automation, triage, and monitoring outputs for QA testers. Use when testing an AI/ML model or system, auditing bias or fairness, prob
Provides expert guidance on AI model optimization, covering hyperparameter tuning, feature selection, architecture, data augmentation, regularization, transfer learning, ensembles, compression, evaluation, and interpretability. Use when a data scientist asks t
Scans a curated list of AI news sources, summarizes new articles, and compiles a daily digest. Use when the user wants to set up AI news sources, run a daily scan, summarize articles, compile or check a digest, verify a feed, or filter news by keywords.
Assesses a business's AI readiness across six weighted dimensions and produces a prioritized action report. Use when an owner requests an AI readiness assessment, wants dimension scores and gap analysis, or needs a prioritized AI adoption roadmap.
Calculates ROI for AI implementation projects from owner-supplied cost and labor inputs, producing metrics, sensitivity and comparison scenarios, and a roi-analysis.md report. Use when asked to build an AI ROI analysis, compute payback period, NPV, or 12-month
Use when assessing AI/ML systems for prompt injection, jailbreak vulnerabilities, model inversion risk, data poisoning exposure, or agent tool abuse. Covers MITRE ATLAS technique mapping, injection signature detection, and adversarial robustness scoring.
When the user wants to optimize content for AI search engines, get cited by LLMs, or appear in AI-generated answers. Also use when the user mentions 'AI SEO,' 'AEO,' 'GEO,' 'LLMO,' 'answer engine optimization,' 'generative engine optimization,' 'LLM optimizati
Generate complete presentations with AI - from outline to polished slides
/cs:aims-audit <scope> — ISO/IEC 42001 AIMS internal-audit 6-question forcing interrogation. Use before certification stage 1, before annual internal audit cycles, or when onboarding a new AI system into an existing AIMS.
Turns air quality data into merged datasets, trend analyses, forecasts, compliance reports, and public alerts for environmental engineers. Use when gathering sensor or satellite data, analyzing pollution trends, forecasting PM2.5 or ozone, checking regulatory
Airtable database automation - views, automations, integrations, and workflow triggers
Designs, audits, and improves an AI assistant organization so it stays useful, clear, and maintainable as the company evolves. Use when the user wants to design an assistant org structure, audit existing assistants for clarity and overlap, or plan improvements