Use pup CLI for immediate Datadog operations or generate code for integration into applications

APM - traces, services, dependencies, performance analysis.

Write contextual commits that capture intent, decisions, and constraints alongside code changes. Use when committing code, finishing a task, or when the user asks to commit. Extends Conventional Commits with structured action lines in the commit body that preserve WHY code was written, not just WHAT changed.

Run automated code review using Codex CLI. Use when the user wants an automated code review of uncommitted changes, a specific commit, or changes against a base branch. This skill runs `codex review` non-interactively and returns structured feedback — it does not post comments on PRs or interact with GitHub.

Guide for writing ast-grep rules to perform structural code search and analysis. Use when users need to search codebases using Abstract Syntax Tree (AST) patterns, find specific code structures, or perform complex code queries that go beyond simple text search. This skill should be used when users ask to search for code patterns, find specific language constructs, or locate code with particular structural characteristics.

CSS and UI animation patterns for responsive, polished interfaces. Practical implementation patterns and troubleshooting for common animation issues. Use when implementing hover effects, tooltips, button feedback, transitions, or fixing animation issues like flicker and shakiness.

Review a feature and enhance it with purposeful animations, micro-interactions, and motion effects that improve usability and delight. Use when the user mentions adding animation, transitions, micro-interactions, motion design, hover effects, or making the UI feel more alive.

Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking screenshots, extracting data, testing web apps, or automating any browser task. Triggers include requests to "open a website", "fill out a form", "click a button", "take a screenshot", "scrape data from a page", "test this web app", "login to a site", "automate browser actions", or any task requiring programmatic web interaction.

Use when a pull request base might be wrong after `git rebase`, `gh pr create`, or stacked PR work and the agent needs a fixed procedure to inspect the current PR and correct its base branch.

> **Status:** LIVE

Use it when you need to convert a Threejs Material using GLSL shaders to TSL node materials

Vue 3 gotchas and decision criteria. Covers reactivity traps, Composition API pitfalls, and Pinia patterns.

TypeScript gotchas and decision criteria covering nullish coalescing pitfalls (|| vs ??), strict tsconfig settings (noUncheckedIndexedAccess, exactOptionalPropertyTypes), type guard patterns, discriminated unions, and as const vs enum. Use when writing TypeScript, configuring tsconfig, implementing type guards, or debugging null/undefined errors.

Branch, evaluate, prune, expand — structured search over solution space. Use for architecture with multi-step decisions, refactor planning, or complex debug hypothesis trees. Paper: Yao et al. 2023.

Write tests with TDD following structured patterns. Ensures consistent AAA structure, proper coverage targets, and framework-specific conventions. Without this skill, tests lack consistent naming, miss coverage targets, and skip anti-pattern checks.

Generate UI designs using Google Stitch AI with optimized prompts

Manage workflow state across sessions with handoff and resume. TOON-based state persistence.

Structured thinking process for complex analysis. Supports revision, branching, and dynamic adjustment.

Apply learned improvements to the Aura Frog plugin. Updates rules, adjusts agent routing, modifies workflow configurations, and generates knowledge base entries.

Proposes patches for F2 (local-logic) and F3 (local-design) failures. NEVER applies without user approval. Confidence ≥0.7 to propose; below that, escalates raw findings. Counts toward replan_budget. Per-task: max 1; per-session: max 5.

Generate N independent reasoning paths and vote on the answer. Use for architectural trade-offs, ambiguous design decisions, or when single-path reasoning risks locking onto the first plausible answer. Paper: Wang et al. 2022.

Design for scale while keeping implementation simple (KISS).

Execute 5-phase TDD workflow for complex features. Use when the user invokes /run, asks to build/create/implement a feature, requests a complex multi-file change, or types 'fasttrack:'. Enforces phase gates, sprint contracts, and builder!=reviewer discipline.

MCP Response Analyzer pattern - Write large responses to temp files, load summaries into context