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Unit tests for mappers and converters (MapStruct, custom mappers). Test object transformation logic in isolation. Use when ensuring correct data transformation between DTOs and domain objects.
New page checklist: metadata, loading/error states, component states, form completeness, mobile-first, SEO, API routes. Use when creating or auditing Next.js pages.
Use when authoring, creating, refining, or troubleshooting agent skills — covers SKILL.md structure, frontmatter syntax, description optimization, and activation testing. Also when building a new skill from scratch, when a skill won't trigger, loads...
Create semantic version releases with automated changelog generation from conventional commits. This skill should be used when users want to create a release, tag a version, generate a changelog, bump version numbers, or publish a GitHub release.
Find the true source, not symptoms — systematic debugging from observation to permanent fix
Scan project dependencies for known vulnerabilities. Automatically detect and parse package files (package.json, requirements.txt, Gemfile, go.mod, pom.xml) and check all dependencies against the CVE database. Use when you want to audit a project for...
Create and use LangChain agents with createAgent - includes agent loops, ReAct pattern, tool execution, and state management
Guides systematic root-cause debugging through four phases. Use when encountering any bug, test failure, or unexpected behaviour, before proposing fixes.
Give effective feedback that promotes learning and growth. Covers written feedback on student work, rubric design, peer review facilitation, and constructive critique techniques. Triggers on grading, feedback, rubrics, peer review, or critique reques...
Phase 2 of disciplined development. Creates implementation plans based on approved research. Specifies file changes, function signatures, test strategy, and step sequence. Requires human approval before implementation.
Research open-source libraries with evidence-backed answers and GitHub permalinks. Use when the user asks about library internals, needs implementation details with source code references, wants to understand why something was changed, or needs autho...
This skill should be used when the user asks to "complete a branch", "merge to main", "finish my feature", "ship this branch", "integrate to main", "create a PR from GitButler", or when `--complete-branch` flag is mentioned. Guides completion of GitB...
Discover the power of Web Components and how to build them with both JavaScript and Dart for reusable, framework-agnostic UI elements.
Use when making decisions under uncertainty with quantifiable outcomes, comparing risky options (investments, product bets, strategic choices), prioritizing projects by expected return, assessing whether to take a gamble, or when user mentions expect...
Use when designing visual interfaces, data visualizations, educational content, or presentations and need to ensure they align with how humans naturally perceive, process, and remember information. Invoke when user mentions cognitive load, visual hie...
Run high-signal design reviews (design critique / design crit / design feedback) by producing a Design Review Pack: review brief + requested feedback, agenda + facilitation script, feedback log prioritized by Value→Ease→Delight, decision record, and...
Fusion/Comparison Thread for architecture decisions. Use when: - User says "compare approaches", "which is better" - User asks to "evaluate options", "architecture decision" - User needs "technology selection", "trade-off analysis" - Multiple valid a...
Localize templates, forms, and content in B2C Commerce. Use when adding translations, working with resource bundles (*.properties files), using Resource.msg, or implementing multi-locale support. Covers locale folders, string externalization, and dat...
Image decoding, encoding, and manipulation using the `image` crate
Automated testing workflow with pass@k metrics for mobile development. Detects flaky tests and ensures code reliability.
Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmatically process, generate, or analyze PDF documents at scal...
Use when searching text in files, codebases, books, or documents. Use when finding files by pattern, searching large files that are too big to read fully, extracting specific content from many files, or when grep/find is too slow. Triggers on "search...
Code research activity skill for PAW workflow. Documents implementation details with file:line references, discovers documentation infrastructure, and creates CodeResearch.md artifact.
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