Design e Frontend

Guidance for B2B marketing leaders on how to hire, structure, onboard, and retain marketing teams — covering role sequencing, interview techniques, candidate evaluation, and org design. Trigger when a user is making a hiring decision, building a team from scratch, evaluating candidates, or diagnosing team performance issues.

Guidance for setting up and enforcing community standards, managing membership quality, and maintaining a healthy member experience in B2B communities

When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate test," "hypothesis," "should I test this," "which version is better," "test two versions," "statistical significance," "how long should I run this test," "gro

Guides marketers and people managers through building and running effective employee recognition programs; trigger when asked about employee appreciation, retention, morale, or internal culture initiatives.

Guidance for building and executing B2B partner marketing programs, including co-marketing, influencer partnerships, channel programs, and nearbound strategy. Trigger when a user asks about partner marketing, co-marketing, channel programs, agency partnerships, influencer strategy, or partnership structure.

Complete technical program management intelligence — cross-functional execution, milestone tracking, dependency management, technical risk, stakeholder coordination, and shipping complex programs on time at scale

Expert guidance for fine-tuning LLMs with Axolotl - YAML configs, 100+ models, LoRA/QLoRA, DPO/KTO/ORPO/GRPO, multimodal support

Experimental design and execution specialist. Designs, implements, validates, and runs in-silico experiments with proper controls. Use when RQs require experimental evidence.

Activates LearningCoach for adaptive education and curriculum design. Use when you need curriculum structure with learning objectives and assessments, Socratic teaching method with discovery-based explanations, concept maps and knowledge graph building, quiz and formative assessment generation with explanations, or knowledge gap identification and personalized learning path recommendations.

Guia profissionais de marketing no planejamento e execução de um rebranding de empresa B2B, desde a obtenção da aprovação do CEO e definição de cronogramas até a gestão da adoção pós-lançamento, sendo acionado quando um usuário está explorando, propondo ou executando uma iniciativa de rebranding.

Orienta profissionais de marketing na seleção, rastreamento e comunicação de métricas, abordando estruturas de responsabilidade, atribuição, tempo de medição e relatórios para stakeholders. Ativa-se quando o usuário precisa de ajuda para escolher o que medir, justificar gastos ou estruturar relatórios de desempenho.

Analyze program impact measurement software for logic model completeness, indicator tracking rigor, data collection methodology, causal attribution modeling, cost-effectiveness analysis, beneficiary feedback integration, and funder reporting accuracy. Use when building M&E platforms, evaluating nonprofit program software, designing outcome tracking systems, or auditing social impact reporting tool