Summarize recent SpecStory AI coding sessions in standup format.
Debug and simulate ghostly phenomena using ordered locale theory and trifurcated interactions
Accelerate LLM inference using speculative decoding, Medusa multiple heads, and lookahead decoding techniques.
Bidirectional conversion between SpecWeave increments and Azure DevOps work items.
Adversarial review for a specific code slice or plan.
Use when designing or diagnosing how an LLM application assembles, renders, mutates, retrieves, caches, evicts, or compacts model-visible…
Use for any SPIP template question — BOUCLE loops, balises, critères,
Bootstrap or audit a Markdown structural-discipline scaffold for long-running product work, including GDD coverage, progress, questions…
Splits one oversized feature branch into a stack of small, chained pull requests, where each PR targets the branch below it instead of main.
Analyze Swift Package Manager dependencies, package plugins, module variants, and CI-oriented build overhead that slow Xcode builds.
Use when the user brings a spreadsheet (.xlsx, .csv, .tsv) into their BRICKS project and wants its data in the app — product lists, price…
Cross-cutting Spree development patterns — the customization preference hierarchy (Events > Webhooks > Dependencies > Decorators)…
Build Spree extensions as Rails engines — gem scaffolding, `bin/rails g spree:extension`, mounting routes/migrations/assets, the modern…
Localize a Spree application — the `spree_i18n` gem with 60+ locale packs, the v5.4+ Translations Center for product/CMS content (CSV…
Bootstrap a new Spree project — `create-spree-app` CLI (v5.2+), `spree-starter` Rails backend, the Next.js storefront repo, `bin/rails g…
Provides dependency injection patterns for Spring Boot projects, including constructor-first design, optional collaborator handling, bean…
Provides Event-Driven Architecture (EDA) patterns for Spring Boot — creates domain events, configures ApplicationEvent and…
Provides fault tolerance patterns for Spring Boot 3.x using Resilience4j.
Provides distributed transaction patterns using the Saga Pattern for Spring Boot microservices.
Plan a sprint with capacity estimation, story selection, dependency mapping, and risk identification.
Use at the end of a sprint to run a data-driven retrospective — analyzes session history and git metrics to surface what shipped, what…