Skill rating

Write PR descriptions with evidence, verification steps and a one-way/two-way merge-risk call. Use when opening a PR, when asked to write or fix a PR body, or when checking a description before reques

Referral and affiliate program design covering referral loop architecture, incentive design, trigger moment optimization, viral coefficient modeling, affiliate program structure, and optimization play

Data engineering for batch and streaming pipelines with Airflow, dbt, Spark, and Kafka. Use when designing data architectures, building pipelines, adding data-quality checks, optimizing ETL/ELT, or tr

Evaluate and compare technology stacks with TCO analysis, security assessment, and ecosystem health scoring. Use when comparing frameworks, calculating total cost of ownership, assessing migration pat

Design, review, and validate Google Cloud (GCP) architectures. Use when choosing GCP compute, storage, networking, or identity services, or applying the Google Cloud Architecture Framework (reliabilit

Analyse Dockerfiles and Compose files for security, image size, cache and config problems, with CI-ready exit codes. Use when reviewing or optimising a Dockerfile, validating docker-compose, or adding

Terraform module design and review: complexity and documentation analysis plus an AWS-focused misconfiguration scan. Use when writing or reviewing Terraform modules or gating IaC changes.

Expert agile coaching: framework selection, maturity assessment, retrospective facilitation, transformation roadmaps. Use when selecting an agile framework, coaching teams, facilitating retrospectives

Generates a design-token system from a brand colour, checks its contrast, and specs component variants. Use when turning a chosen colour into tokens, exporting CSS, SCSS or JSON, or extending a token

Scores portfolio health, risk exposure and resource capacity from a project JSON and frames board-ready status reports. Use when running a portfolio review, writing an executive RAG report, or rebalan

Designs multi-agent system architectures with orchestration patterns, tool schemas, and performance evaluation. Use when building AI agent systems, designing agent workflows, creating tool schemas, or

Convert authored markdown into a polished self-contained HTML document with a table of contents, numbered figures and tables, cross-references, footnotes, and print-ready CSS. Use when publishing a re

Convert markdown into a self-contained HTML slide deck with layouts, speaker notes, keyboard navigation, and a content-density linter. Use when building a deck from markdown, cutting an overloaded dec

Review a coding-agent session and turn its failures and waste into ranked fixes to the agent's environment. Use when a session went slow or wrong, after a messy agent run, or to tune CLAUDE.md or AGEN

Build ordered, annotated tours of an unfamiliar codebase and keep the anchors from rotting. Use when onboarding an engineer, handing off a service, or explaining a subsystem before a review.

Document control for medical device QMS, covering numbering, version control, change management, and 21 CFR Part 11 compliance. Use for document control procedures, change control workflows, and elect

Multi-channel demand generation, paid media optimization, SEO strategy, and partnership programs for Series A+ startups

Computer vision engineering for object detection, segmentation, and visual AI, covering CNN and Vision Transformer architectures and ONNX/TensorRT deployment. Use when building detection pipelines, tr

Generates HashiCorp Vault configs, plans secret rotation from an inventory, and flags suspicious access in Vault audit logs. Use when setting up Vault, scheduling rotation, or investigating secret acc

Experiment sizing, feature profiling with leakage checks, and model evaluation from saved predictions, plus causal-inference workflows. Use when sizing an A/B test, vetting features, or scoring a mode

Scan project dependencies for vulnerabilities, license issues, and upgrade opportunities across Python, Node.js, Go, and Rust. Use when auditing dependencies, checking licenses, planning upgrades, or

Scan codebases for technical debt with AST parsing, prioritize by impact, and generate trend dashboards. Use when tracking tech debt, prioritizing refactoring, calculating cost-of- delay, planning spr

Scaffold Next.js 16 or React + Vite 8 apps, generate components with tests and stories, and flag heavy bundle dependencies. Use when starting a React project, adding components or hooks, or reviewing

ISO 13485 internal audit expertise for medical device QMS. Use for audit planning and execution, nonconformity classification, CAPA verification, external audit preparation, or audit program managemen

End-to-end testing with Playwright: test generation, page objects, locator strategy, flaky- test diagnosis, visual regression, and CI integration. Use when writing E2E tests, fixing flaky tests, or mi

Validate and score Claude Code skill packages for quality, completeness, and best-practice compliance. Tests Python scripts, checks YAML frontmatter, and generates reports. Use when creating, validati

Constrain a bugfix to the smallest reviewable change: reproduce, patch, add a regression test, check the diff for scope creep. Use when asked for a minimal fix, hotfix or release-blocker; diagnose unk

Move engineering issues and external PRs through a triage state machine and write agent-ready briefs. Use when clearing a triage queue, deciding if a report is real or wanted, or handing an issue to a

Runs a pre-mortem that sorts launch risks into evidenced tigers, paper tigers and unspoken elephants, each with an owner. Use when a big launch, build or migration is coming, or the team has a bad fee

Builds, validates and retires reusable Jira issue and Confluence page templates. Use when creating a team or org-wide template, a template is ignored or half-filled, or a template library has sprawled

Productionize ML models and LLM features: deployment specs, drift monitoring, RAG design and cost control. Use when deploying a model, building RAG, or monitoring drift.

Fullstack development toolkit with project scaffolding for Next.js/FastAPI/MERN/Django stacks and code quality analysis. Use when scaffolding new projects, analyzing codebase quality, or implementing

Mobile development across SwiftUI, Jetpack Compose, React Native (Expo) and Flutter: scaffolding, feature architecture, static performance checks and store listings. Use when building, optimizing or s

ISO 13485 Quality Management System implementation and maintenance for medical device organizations. Provides QMS design, documentation control, internal auditing, CAPA management, and certification s

Sets up Productboard workspaces, insight triage, driver scoring, releases and roadmaps, and writes v2 REST API calls. Use when administering Productboard, scoring features, or scripting the Productboa

Guide red-green-refactor TDD with test generation, coverage-gap analysis, and multi- framework support. Use when writing tests first, analyzing coverage, generating test stubs, or converting tests bet

Curates agent memory and turns repeated lessons into reviewed rules: memory health checks, pattern extraction, feedback and regression analysis. Use when managing auto-memory or building agents that l

Environment and secrets management lifecycle: .env scaffolding, validation, leak detection, and rotation across Vault, AWS SSM, 1Password, and Doppler. Use when setting up projects, scanning for leake

Author, lint, and publish skill packages that satisfy the library authoring standard. Use when creating a new skill, reviewing a skill PR, or fixing one that never activates.

Testing for React/Next.js with Jest, React Testing Library, and Playwright. Use when generating tests, writing unit tests, analyzing coverage, scaffolding E2E tests, configuring Jest, or improving tes

Senior Regulatory Affairs Manager for HealthTech and MedTech. Use for regulatory strategy, FDA 510(k)/PMA/De Novo submissions, EU MDR CE marking, global market access, and regulatory intelligence.

Converts Claude Code skills to OpenAI Codex format (agents/openai.yaml), checks dual-platform compatibility and builds a skills index. Use when porting or syncing skills to Codex, or setting up Codex

Senior Quality Manager Responsible Person (QMR) for HealthTech and MedTech. Use for management reviews, quality objectives and KPIs, quality culture, and Notified Body / FDA inspection prep per ISO 13

Medical device risk management specialist implementing ISO 14971 throughout product lifecycle. Provides risk analysis, risk evaluation, risk control, and post-production information analysis.

Refine an existing interface with named commands (critique, polish, distill, typeset, colorize ...), a product and design context file, and a static detector of generic UI patterns. Use when UI looks

Optimizes CLAUDE.md files, scaffolds skills and subagents, wires hooks and measures context budget for Claude Code. Use when writing or trimming a CLAUDE.md, creating a skill, subagent or hook, or aud

NIST Cybersecurity Framework 2.0 implementation, assessment, and compliance management. Use for CSF 2.0 gap analysis, cybersecurity risk management, maturity assessment, CSF profiles, and cross-framew

Turns a product brief into a design-system spec: style direction, contrast-checked palette, type pairing, tokens, UX rules and chart choices. Use when starting a new product's UI, picking a palette or

SecOps for application security, vulnerability management, compliance, and secure development. Use when implementing security controls, conducting security audits, responding to vulnerabilities, or me

PCI DSS v4.0 payment card data security compliance, assessment, and implementation. Use for PCI DSS scoping, cardholder data environment (CDE) security, SAQ and ROC preparation, QSA engagement, tokeni