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jpa-patterns
JPA/Hibernate patterns for entity design, relationships, query optimization, transactions, auditing, indexing, pagination, and pooling in Spring Boot.
download16deployed_code—star82.9K
Skill Directory
AI Skill Directory
Browse curated skills with source links, package snapshots, README assets and install signals in one calm, searchable catalog.
personjakexiaoNo key required
perl-patterns
Modern Perl 5.36+ idioms, best practices, and conventions for building robust, maintainable Perl applications.
download16deployed_code—star82.9K
personjakexiaoNo key required
regex-vs-llm-structured-text
A decision framework for choosing between using regular expressions or large language models when parsing structured text - start with regular expressions and only add large language models in edge ca…
download16deployed_code—star82.9K
personjakexiaoNo key required
batch-lint-cleanup
Analyze ESLint violations and auto-fix specific rules in isolation
download16deployed_code—star447
personjakexiaoNo key required
git-bisect
Find the commit that introduced test failures using git bisect
download16deployed_code—star447
personjakexiaoNo key required
plan-implementation-review
Review plan execution completeness and identify delivery gaps
download16deployed_code—star447
personjakexiaoNo key required
testing-e2e
Expert guidance for writing resilient end-to-end tests that span multiple processes and components. Use this skill when reviewing, writing, or refactoring system-wide e2e tests. Covers user-facing sce…
download16deployed_code—star0
personjakexiaoNo key required
find-usages
This skill should be used when the user asks to "find usages of", "where is this used", "what calls this function", "trace symbol usage", "find all references", "who uses this", or mentions keywords r…
download16deployed_code—star3
personjakexiaoNo key required
content-hash-cache-pattern
Use SHA-256 content hash to cache the results of expensive file processing - path agnostic, auto-expiring, and service layer separation.
download16deployed_code—star82.9K
personjakexiaoNo key required
perl-testing
A Perl testing pattern using Test2::V0, Test::More, prove runner, mocking, Devel::Cover for coverage, and TDD approach.
download16deployed_code—star82.9K
personjakexiaoNo key required
swift-actor-persistence
Implementing thread-safe data persistence in Swift using actors — storage backed by in-memory cache and file support, designed to eliminate data races.
download16deployed_code—star82.8K
personjakexiaoNo key required
code-fixup
Fix build and lint errors by running commands, grouping issues, and orchestrating fixes
download16deployed_code—star447
personjakexiaoNo key required
plan-review
Review plans for completeness, correctness, and verifiability
download16deployed_code—star447
personjakexiaoNo key required
validate-prompts
Validate prompt file references for consistency, canonical paths, and hygiene
download16deployed_code—star447
personjakexiaoNo key required
testing-unit-integration
Expert guidance for writing clean, simple, and effective unit, integration, component, microservice, and API tests. Use this skill when reviewing existing tests for violations, writing new tests, or r…
download16deployed_code—star0
personjakexiaoNo key required
impact
This skill should be used when the user asks to "analyze impact of changes", "check blast radius", "what would break if I change this", "refactoring safety analysis", or mentions keywords related to c…
download16deployed_code—star3
personjakexiaoNo key required
kotlin-testing
Kotlin testing patterns using Kotest, MockK, coroutine testing, property-based testing, and Kover for coverage. Following TDD methodology and idiomatic Kotlin practices.
download16deployed_code—star82.9K
personjakexiaoNo key required
ralphinho-rfc-pipeline
An RFC-driven multi-agent DAG execution model, including quality gates, merge queues, and work unit orchestration.
download16deployed_code—star82.9K
personjakexiaoNo key required
swift-protocol-di-testing
Protocol-based dependency injection for testable Swift code - using focused protocols and Swift Testing to mock file systems, networks, and external APIs.
download16deployed_code—star82.8K
personjakexiaoNo key required
git-split
Split large files into smaller modules while preserving git history (blame, log)
download16deployed_code—star447
personjakexiaoNo key required
pr-split
Split a branch into a logical sequence of stacked PRs for easier review
download16deployed_code—star447
personjakexiaoNo key required
git-worktree-clean
Clean worktree by fetching and hard-resetting to origin/latest (or specified branch)
download16deployed_code—star447
personjakexiaoNo key required
investigate
This skill should be used when the user asks to "investigate a bug", "trace an error", "debug this issue", "find where this error comes from", or mentions keywords related to error tracing and bug inv…
download16deployed_code—star3
personjakexiaoNo key required
index-status
This skill should be used when the user asks to "check index status", "is the index healthy", "index diagnostics", "search index health", or mentions keywords related to verifying grepika search index…
download16deployed_code—star3