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Weak tests slow releases and hide regressions. This skill guides test strategy, TDD, automation, coverage review, and Playwright web checks.

Academic submissions often fail because formatting rules vary by venue. This skill provides templates, requirements, and examples for faster preparation.

Scientific papers are difficult to evaluate when claims, methods, and evidence are scattered across sections. This skill creates a structured, traceable Paper Card with explicit limits.

Course authors need balanced quizzes that test understanding instead of memorization. This skill creates 50-question Quiz component assessments with feedback, source links, and answer distribution checks.

Researchers often have results and notes but lack a clear Nature-style manuscript argument. This skill turns supplied evidence into structured sections, outlines, and revision plans.

AI writing can erase sources or omit consent boundaries when discussing culturally rooted knowledge. This skill preserves attribution, provenance, revocation, and human authority.

Hook rules can be hard to write correctly across bash, file, stop, and prompt events. This skill gives Claude, Codex, and Claude Code practical guidance for creating and testing Hookify rules.

Python teams often need consistent tests, coverage, and reports without losing TDD discipline. This skill provides pytest-focused workflows, examples, and reporting guidance for Claude, Codex, and Claude Code.

Production teams need clear reliability targets and repeatable incident practices. This skill provides SLO guidance, burn-rate alert patterns, and blameless postmortem templates.

Teams often need a clear starting point for fullstack architecture, workflows, and quality checks. This skill provides stack guidance, reference patterns, and lightweight Python tools for planning and reviewing web projects.

Vue TypeScript projects often hit confusing template, router, and Volar errors. This skill gives targeted Vue 3 fixes for Codex, Claude, and Claude Code.

Teams often build interfaces before clarifying user goals, states, and constraints. This skill guides discovery and produces a design brief for implementation.