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Production releases require careful build checks, repository setup, and live verification. This skill guides Claude, Codex, and Claude Code through GitHub and Vercel deployment steps.

Independent implementation tasks can lose quality when context and review steps are inconsistent. This skill supplies a repeatable subagent workflow with implementer, spec review, and code quality checkpoints.

Implementation tasks need consistent edits, commits, and status reporting. This skill guides Claude, Codex, and Claude Code through investigation, code changes, git commits, and completion reports.

FigJam plugin development can fail when the CLI, WebSocket server, and plugin consoles disagree. This skill gives a focused checklist for diagnosing connection, sync, and patch problems.

Image datasets can hide clusters, outliers, and label problems. This skill guides Claude, Codex, and Claude Code through FiftyOne embedding visualizations.

Image generation prompts often fail when model options and output settings are unclear. This skill gives structured RunComfy commands and prompting guidance for Google Nano Banana 2.

AI skills can become difficult to discover, scan, and apply consistently. This guide provides structures, examples, optimization methods, and review checklists for effective skill authoring.

PRPM manifests are easy to misconfigure across packages, collections, and target formats. This skill guides consistent structure, metadata, paths, tags, scripts, and validation.

Vague requests create missed details, weak acceptance criteria, and unclear execution. This skill turns them into structured specifications with assumptions, constraints, priorities, and next steps.

Code changes can drift without clear test coverage. This skill guides Claude, Codex, and Claude Code through a PairCoder TDD workflow.

Deployment mistakes happen when code reaches production before local checks finish. This skill guides Claude, Codex, and Claude Code through build, server, browser, and test verification before deployment.

Documentation drifts when code, APIs, and agents change. This skill guides Claude, Codex, and Claude Code through focused updates for README, API, architecture, and changelog files.