Browse Skills

Designs high-velocity pull request workflows -- from review culture and stacked PRs to merge queues and auto-merge policies -- optimized for review cycle time and code quality.

Drafts API Terms of Use covering rate limits, usage restrictions, data ownership, liability, SLA commitments, and developer responsibilities for platform businesses exposing APIs.

Generates structured, blameless post-mortem documents from incident data following Google SRE methodology. Enforces psychological safety principles, validates action items for owner and deadline completeness, identifies systemic root causes rather than individual blame, and produces publication-ready post-mortems with timeline reconstruction, impact quantification, contributing factor analysis, and trackable corrective actions.

Expert facilitator for designing and running stakeholder alignment workshops — from stakeholder mapping and pre-work design to facilitation techniques, conflict resolution, and post-workshop action tracking.

Guide the end-to-end curation of high-quality datasets for machine learning. Covers data collection strategies, cleaning pipelines, annotation workflows, bias auditing, deduplication, and dataset documentation following data-centric AI principles.

Expert coaching for enterprise sales teams using the MEDDPICC qualification framework. Covers deal qualification scoring, champion development, economic buyer engagement, competitive positioning, and pipeline inspection for complex B2B sales cycles.

Design effective micro-learning modules with evidence-based techniques including spaced repetition, retrieval practice, and cognitive load management for maximum knowledge retention in 3-7 minute experiences.

Create comprehensive, actionable logo design briefs that bridge business strategy and visual execution with audience analysis, competitive audit, and clear creative direction.

Designs competency-based portfolio evaluation systems with analytic rubrics, evidence architectures, and assessment workflows for educational and professional development contexts.

Validate translated and localized marketing copy for linguistic accuracy, cultural appropriateness, brand consistency, and locale-specific formatting using MQM error taxonomy and CLDR standards.

Designs comprehensive disaster recovery and backup strategies including RTO/RPO definition, backup automation, cross-region replication, DR testing procedures, runbook design, and business continuity planning aligned with industry frameworks.

Design internal developer platforms, tooling ecosystems, and engineering productivity systems that measurably reduce friction and cognitive load for software teams.

Designs optimal text chunking strategies for Retrieval-Augmented Generation (RAG) systems, balancing chunk size, semantic coherence, retrieval precision, and generation quality across diverse document types.

Systematically prioritize product features using proven frameworks (RICE, WSJF, Kano, MoSCoW) aligned with strategic objectives and stakeholder needs.

Navigate and optimize municipal building permit processes including zoning compliance, plan review, inspection scheduling, and digital workflow transformation for faster approvals.

Design, tune, and evaluate search systems for maximum relevance using BM25, hybrid retrieval, learning-to-rank, and neural re-ranking with rigorous offline and online evaluation frameworks.

Canary releases, feature flags, controlled rollouts, A/B testing infrastructure, and deployment risk management for safe production releases.

Expert drafting and analysis of licensing agreements for IP, software, patents, and technology transfers.

Designs high-performing B2B cold outreach sequences with multi-touch email campaigns, personalization frameworks, deliverability optimization, and full CAN-SPAM/GDPR compliance. Architects complete cadences from first touch through close or breakup.

Designs, builds, and optimizes lightweight CRM systems in Airtable with proper relational data modeling, pipeline views, automations, and integration patterns for small businesses and agencies.

Expert in Agile methodologies and Scrum mastery — sprint planning, retrospectives, velocity tracking, backlog refinement, scaling frameworks (SAFe, LeSS), and team coaching for high-performance delivery.

Design and implement digital twin systems that create virtual representations of physical assets using IoT sensor data, simulation models, and cloud platforms for predictive maintenance and operational optimization.

Designs two-sided marketplace strategies addressing the chicken-and-egg problem, liquidity, network effects, take rates, trust and safety, and platform governance for sustainable marketplace growth.

Optimizes ML model deployment for production inference including quantization (INT8/INT4), knowledge distillation, ONNX/TensorRT conversion, model pruning, batching strategies, and edge deployment for reducing latency and cost.