Experimentation guidance: A/B test design, sample-size/MDE calculation, pre-analysis plans, SRM and validity checks, frequentist + Bayesian + sequential analysis, variance reduction (CUPED), and ship/no-ship decisions. Use when designing or analyzing an A/B test, sizing an experiment, prioritizing tests, debugging…
Operator finance for SMEs/startups: GAAP/IFRS P&L, 13-week cash/runway forecasting, SaaS unit economics (NRR/GRR/CAC payback), chart of accounts, monthly close, bank reconciliation, ASC 606/IFRS 15 revenue recognition, VAT/sales-tax checklists. Use when building a P&L/budget, forecasting cash, setting up bookkeeping…
Build production AI agents — LangGraph state machines, CrewAI teams, tool design, memory, RAG, MCP, multi-agent orchestration, evals, cost control, and safety. Use when building LangGraph/CrewAI agents, designing or validating tools, wiring RAG or MCP, adding human-in-the-loop, or running agent evals and safety…
Deploy and operate VMs on Aleph Cloud with the aleph-client CLI — single node or multi-node fleets, Tailscale mesh, HAProxy distribution, backup/recovery, cost control, and security hardening. Use when deploying confidential/persistent VMs (e.g. an OpenClaw agent runtime) on Aleph Cloud, or building an Aleph node…
Build animated ASCII/Unicode banners for CLI tools and web UIs — frame animation, ANSI color, terminal capability detection, flicker-free rendering, accessibility, and canvas/WebGL ASCII shaders. Use when adding a CLI startup banner, building terminal-aesthetic web UIs, converting images/3D scenes to ASCII, or making…
Production AWS infra-as-code in Terraform & CDK: 3-tier VPC, ECS Fargate, Aurora, CloudFront/S3/WAF, OIDC CI/CD, monitoring, security hardening. Use when deploying a web app to AWS for production, writing/reviewing Terraform or CDK, setting up GitHub Actions OIDC deploys, or hardening an AWS account (remote state…
Bing Webmaster Tools setup, IndexNow protocol, URL submission, backlink analysis, AI Performance report (Feb 2026), Generative Engine Optimization (GEO) per Bing's official guidelines, Copilot citation tracking, meta-directive controls for AI surfaces, and Bing-specific SEO. Use when setting up Bing Webmaster Tools…
End-to-end pipeline for one long-form, answer-engine-ready blog post — brief, primary-source research, intent mapping, outline, draft, on-page + AI-search optimization, JSON-LD, internal links, QA, and refresh, with 50+ headline formulas and 8 post-type templates. Use when researching, outlining, drafting, optimizing…
Frameworks and templates for building and managing a cohesive brand system. Use when defining or auditing brand positioning, messaging hierarchy, voice/tone, visual identity, brand architecture, naming, or brand guidelines for a product or company.
Implement production GitHub Actions with copy-ready workflow YAML for caching, OIDC, Docker builds, deployment, rollback, and release automation. Use when writing or debugging .github/workflows in one repository. For CI/CD architecture, governance, or multi-repository strategy, use ci-cd-pipeline.
B2B cold email and LinkedIn outreach: deliverability (SPF/DKIM/DMARC), copy frameworks, sequences, personalization, suppression, and compliance (CAN-SPAM/GDPR/CASL). Use when writing or diagnosing compliant cold outbound, fixing spam-folder/deliverability issues, or lifting reply/meeting rates; not for consumer bulk…
Playbook to build, grow, moderate, and measure online communities (Discord, Slack, Circle, Reddit, GitHub Discussions) from zero to 10,000+ members: onboarding, engagement rituals, trust & safety SOPs, metrics, and a 30/90-day launch plan. Use when launching/scaling a community, fixing low engagement/retention, or…
Competitive intelligence end to end: competitor discovery, feature/pricing matrices, positioning maps, win/loss analysis, sales battlecards, monitoring automation, and a legal/ethical sourcing register. Use when building competitor analysis, battlecards, a CI program, or tracking rivals' pricing, features, and…
Architect vendor-neutral CRM systems: data models, pipeline semantics, lifecycle definitions, lead scoring, deduplication, migration, and governance. Use when designing a CRM from first principles or specifying its schema and operating model. For HubSpot, Salesforce, or Pipedrive configuration, use crm-operations.
Operate HubSpot, Salesforce, and Pipedrive with platform-specific recipes for properties, workflows, routing, scoring, forecasting, and data hygiene. Use when configuring or repairing an existing CRM platform. For vendor-neutral CRM architecture and schemas, use crm-builder.
Design and operate a Voice of Customer program — NPS/CSAT/CES collection, survey instrumentation, feedback data model, AI-assisted tagging, RICE+ prioritization, and roadmap integration. Use when standing up VoC, normalizing satisfaction metrics, writing survey copy/triggers, deduping feedback to accounts, or running…
BI metric definitions, warehouse SQL (funnels, cohorts, retention, LTV, churn), experimentation, dashboard design, and data storytelling. Use when defining/reviewing KPIs, writing or auditing analytical SQL, modeling a semantic layer, analyzing cohorts/funnels/experiments, or turning data into an executive…
Data governance, ELT/ETL pipeline design, warehouse modeling, data quality, contracts, lineage, and privacy compliance for analytics teams. Use when designing a warehouse/dbt project, defining data quality tests or contracts, setting up ownership/RACI and PII classification, or implementing GDPR retention/erasure and…