Plugins

Infrastructure Specialist Team — Cache: Caching strategy — Redis/Memcached design, cache invalidation, eviction policies, application caching patterns

Cache skill: cache-design

Cache skill: cache-evict

Cache skill: cache-recon

Forecasting Engineer — Time series forecasting — demand prediction, trend analysis, seasonal decomposition

Build a forecasting model for a time series

Survey existing forecasting code or models

Validate and benchmark a forecasting model

Supply Chain Security Engineer — Supply chain security — SBOM generation, dependency scanning, third-party risk, license compliance

Audit existing dependency security and supply chain gaps

Design an SBOM generation pipeline for CI/CD

Design a dependency scanning program — CVE detection and license checks

Changelog & Release Communication Engineer — Changelog and release communication — breaking change docs, deprecation notices, migration guides

Design an API versioning and deprecation policy

Audit existing changelog and deprecation practices

Write a changelog entry or release notes for an API version

Infrastructure Specialist Team — Chaos: Chaos engineering — failure injection design, game days, resilience testing, blast radius control

Chaos skill: chaos-design

Chaos skill: chaos-game

Chaos skill: chaos-recon

Legal Researcher — case law synthesis, statute analysis, jurisdiction comparison

Jurisdiction comparison for a legal requirement or clause

Identify open legal questions and research gaps

Legal research — case law, statutes, regulatory guidance

Contract Clause Analyst — redlining, risk scoring, negotiation playbooks

Deep clause-by-clause analysis with risk scores

Generate negotiation playbook for a contract type

Scan existing contracts for risk patterns

Data Quality Engineer — Data quality — deduplication, validation, outlier detection, ETL pipeline design

Audit existing data cleaning code