Produce a thorough, multi-source, cited research report on an open-ended topic using web search and page-fetch tools, optionally fanning…
Fetch current library and framework documentation via the Context7 MCP server instead of relying on training data.
Subjects a non-trivial decision to a fresh-context adversarial review before it stands, in-flight rather than as a post-hoc PR verdict.
Create zero-dependency, animation-rich HTML presentations that run entirely in a browser, from a topic/draft or by converting a PowerPoint…
Build production-quality, accessible, non-generic-looking UI components and pages — component composition, the state-management ladder…
This skill should be used when the user asks to "review this Go code for goroutine leaks", "should I use a channel or a mutex", "use…
Use when asked to verify a Laravel project before a PR, after a major refactor or dependency upgrade, or before deploying to…
Guides building Model Context Protocol (MCP) servers — tools, resources, prompts, transport choice, and schema validation — biased toward…
Run a structured, codebase-first technical research workflow to answer a specific engineering question — check internal docs and source…
Grounds framework-specific code decisions in official documentation instead of training data or memory.
Use when a task would benefit from several different specialist perspectives run in parallel — composing an ad-hoc team from a directory…
Use when configuring shfmt for shell script formatting including .shfmt.toml setup, EditorConfig integration, and project-specific settings.
Use when formatting shell scripts with shfmt.
Apple FoundationModels framework for on-device LLM — text generation, guided generation with @Generable, tool calling, and snapshot…
It fixes the current repository until it's green. It detects the stack, runs tests, type checks, lint, and builds, fixes loop errors, and…
Build the Agent Native desktop app locally, kill the running copy, install the fresh DMG to /Applications, and launch it.
Ship a batch of work-units (tracker issues, or the current local changes) end to end and concurrently: implement, comment-cleanup, review…
Complete checkout workflow - runs linting, creates commit, and opens PR
Build, test, and operate parcel and LTL shipping workflows with Shippeek.
End-to-end release of a PBIP change — version bump, pbir-validate + pbip-verifier, commit/push, publish via fab, refresh, live-verify.
The durable documentation set that makes an AI-built (vibe-coded) app reviewable before shipping.