Research questions often require current web evidence, local documentation, and code examples. This skill coordinates those sources and synthesizes findings with clear confidence labels.

Teams often write inconsistent tests that are hard to maintain. This skill gives Claude, Codex, and Claude Code a shared testing structure for fixtures, mocks, coverage, and CI scope.

Research tasks often lose scope, citations, and source quality. This skill gives Claude, Codex, and Claude Code a repeatable research workflow.

Teams lose time when models, APIs, and documentation use inconsistent business terms. This skill gives Claude, Codex, and Claude Code a shared domain glossary and relationship map.

Code changes often leave README files, changelogs, and docstrings outdated. This skill reviews implementation changes and updates affected documentation using repository conventions.

Managing several AI coding CLIs requires provider routing, permissions, isolation, and result collection. This guide defines a repeatable Claude Code workflow for coordinated agent execution.

Selecting the right AI provider for each task is difficult and costly. This skill routes work by capability, availability, privacy, and cost.

Model identifiers change and quickly make configurations stale. This skill queries supported providers, caches results, detects additions, and recommends capability tiers.

Complex tasks benefit from independent perspectives, but comparing results manually takes time. This skill coordinates parallel workers and consolidates their outputs with structured rubrics.

Technology stacks become difficult to inventory when projects use multiple manifests. This skill inspects local metadata and returns a consistent stack summary.

Documentation sites expose content through different platforms and formats. This skill identifies the source type and recommends a practical fetch and registry strategy.

Finding relevant local documentation can waste time and context. This skill guides targeted retrieval, source consolidation, and web fallback when local coverage is insufficient.

Large documentation sets waste context when assistants load broad files or guess paths. This skill follows hierarchical indexes to find targeted local pages before web search.

New imports can leave dependency manifests incomplete and break builds. This skill detects missing packages, selects the package manager, and updates the relevant manifest.

Browser failures are difficult to diagnose when console, network, and performance evidence is scattered. This skill guides focused Chrome DevTools MCP investigations.

Architecture discussions become confusing when diagrams mix detail levels or omit relationships. This skill creates structured C4 views and reviews them against consistent guidelines.

JavaScript-rendered documentation can hide links from static fetches. This skill selects available browser tools and extracts structured navigation after pages render.

Unstructured LLM outputs create fragile integrations and repeated parsing work. This skill guides BAML schema design, client generation, synchronization, and wrapper implementation.

Saving permitted YouTube media for review or offline work can be slow and error-prone. This skill guides Claude, Codex, or Claude Code through quality, format, and audio-only downloads using yt-dlp.

Invoice folders often contain unclear filenames and mixed receipt formats. This skill extracts key details, renames files, organizes folders, and creates accountant-ready summaries.