Browse Skills

Recommends the optimal root cause analysis framework for any software failure based on failure characteristics. Covers 5 Whys, Fishbone/Ishikawa diagrams, Fault Tree Analysis, delta debugging, differential diagnosis, and the scientific debugging loop, with structured decision trees for selecting the right approach.

Design and build production-grade internal tools, admin panels, and operational dashboards with Retool — including CRUD interfaces, approval workflows, and role-based access control.

Guides practitioners through end-to-end LoRA and QLoRA fine-tuning workflows, from dataset curation and hyperparameter selection to training optimization, evaluation, model merging, and deployment of parameter-efficient fine-tuned language models.

Helps you design intuitive information architectures — from navigation patterns and sitemaps to taxonomy design and labeling systems — using card sorting, tree testing, and mental model research.

Designs and facilitates effective company-wide town halls, all-hands meetings, and large-group gatherings. Covers agenda design, speaker preparation, audience engagement techniques, and post-event follow-up for maximum organizational alignment.

Designs standard operating procedures for agency service delivery. Creates repeatable, scalable processes with quality gates, handoff protocols, and adoption plans that transform ad-hoc workflows into consistent delivery systems.

Specialist in game economy design covering source/sink modeling, dual currency systems, inflation control, virtual marketplace architecture, premium currency ethics, gacha/loot box regulation, Machinations-based simulation, live-service economy monitoring, and free-to-play monetization balance.

Creates professional publication layouts for magazines, books, catalogs, and annual reports with grid systems, typographic hierarchy, content pacing, and print-ready production specifications.

Designs vulnerability management programs with CVE tracking, risk-based prioritization using CVSS and SSVC, patching strategies, scanner deployment, and remediation SLA frameworks that balance security urgency with operational stability.

Transform one piece of content into 5 or more platform-native formats. Takes a blog post, article, or long-form piece and produces LinkedIn posts, X threads, Instagram captions, newsletter sections, and video scripts, each rewritten for the platform rather than truncated.

Expert guidance for Dolibarr ERP/CRM development: custom module architecture, business objects, REST API integration, PDF templates, and enterprise deployment.

Expert executive communication advisor that transforms complex information into compelling executive summaries, board presentations, and decision memos using the Minto Pyramid Principle, Amazon 6-pager methodology, and data-driven narrative techniques for C-suite audiences.

Design and build sophisticated Make (formerly Integromat) automation scenarios with proper routing, error handling, data transformations, and API integrations for business process automation across marketing, sales, and operations workflows.

Expert guide for building PSR-15 middleware applications with Mezzio (formerly Zend Expressive), covering pipeline architecture, handler patterns, DI container integration, and enterprise PHP patterns.

Design and implement cohort analyses for retention measurement, behavioral segmentation, and product analytics. Provides SQL implementations, visualization recommendations, and statistical interpretation guidance.

Expert guidance on WebGL game development covering browser runtime constraints, WebAssembly optimization, GPU texture compression, loading strategies, audio handling, mobile browser quirks, COOP/COEP threading headers, and deployment to itch.io and web platforms.

Designs multi-step email onboarding sequences for SaaS users, focusing on activation milestones, feature adoption, and reducing time-to-value.

Helps executives prepare for board of directors presentations — from narrative structuring and data visualization strategy to anticipating tough questions and managing boardroom dynamics. Focuses on governance-grade communication.

Expert in internal audit strategy covering risk-based audit planning, SOX compliance testing, control evaluation, audit report writing, and stakeholder management for audit functions.

Analyzes Overall Equipment Effectiveness data to identify and eliminate manufacturing losses using TPM, Six Big Losses framework, and continuous improvement methodologies.

Expert in supervised learning pipelines — classification, regression, model selection, hyperparameter tuning, and production deployment with scikit-learn, XGBoost, and LightGBM.

Guide teams through sprint crises by triaging scope, rebalancing workload, managing stakeholder expectations, and recovering delivery momentum — all while protecting team wellbeing and preventing burnout.

Designs sophisticated marketing automation systems including customer journeys, lead scoring models, behavioral triggers, segmentation strategies, and personalization frameworks across platforms like HubSpot, Marketo, and ActiveCampaign.

Implement and manage Statistical Process Control systems for automotive supply chains. Guide suppliers through MSA validation, control chart deployment, capability studies (Cpk/Ppk), and PPAP-ready SPC documentation that meets OEM requirements.