Skill Directory

AI Skill Directory

Browse curated skills with source links, package snapshots, README assets and install signals in one calm, searchable catalog.

personjakexiaoAPI key: unconfirmed

visual-audit

Adversarial visual layout audit of documents and slides. Checks overflow, font consistency, component fatigue, and spacing. Supports .tex, .qmd, and .typ files.

download19deployed_code—star2
personjakexiaoAPI key: unconfirmed

k8s-crd-design-review

Use when reviewing Kubernetes CustomResourceDefinition (CRD) YAML (full manifests or diffs) as the compiled API contract. Topics: schema/validation (3-step hierarchy: schema → CEL → webhooks only if n…

download19deployed_code—star0
personjakexiaoAPI key: unconfirmed

prime

Evaluate an existing codebase to produce a detailed report on project purpose, health, status, and recommended next steps

download19deployed_code—star3
personjakexiaoAPI key: unconfirmed

mysql-best-practices

MySQL performance optimization and best practices. Use this skill when writing, reviewing, or optimizing MySQL queries, schema designs, or database configurations.

download19deployed_code—star4
personjakexiaoAPI key: unconfirmed

network

Network penetration testing skills for service exploitation and protocol attacks.

download19deployed_code—star6
personjakexiaoAPI key: unconfirmed

including-generated-files

Proper handling of files generated during the MSBuild's build process. Only activate in MSBuild/.NET build context. Use when generated files are not being included in compilation, output, or when glob…

download19deployed_code—star556
personjakexiaoAPI key: unconfirmed

java-coding-guideline

Use when writing, reviewing, or refactoring Java code to enforce baseline conventions for imports, nullability, immutability, exceptions, resource handling, naming, and concurrency.

download19deployed_code—star3
personjakexiaoAPI key: unconfirmed

go-standards-audit

WHEN: User wants to validate their Go project against Gopher Guides coding standards, check documentation completeness, review concurrency patterns, or validate project structure. WHEN NOT: Quick one-…

download19deployed_code—star0
personjakexiaoAPI key: unconfirmed

referee

Final arbiter for Bug Hunter. Receives Hunter findings and Skeptic challenges, independently re-reads code, and delivers authoritative verdicts with CVSS scoring and proof-of-concept generation for se…

download19deployed_code—star98
personjakexiaoAPI key: unconfirmed

bolton-rapid-software-testing

Test software in the style of Michael Bolton, Rapid Software Testing co-creator with James Bach. Emphasizes the distinction between testing and checking, critical thinking, oracles, and the social nat…

download19deployed_code—star4
personjakexiaoAPI key: unconfirmed

sql-standards

SQL output standards and Hive dialect compatibility rules for data warehouse queries. This skill should be used when generating SQL for Hive/SparkSQL/GaussDB, or when reviewing SQL for compatibility i…

download19deployed_code—star2
personjakexiaoAPI key: unconfirmed

api-tester

Quick API endpoint testing with comprehensive request/response validation.

download19deployed_code—star4
personjakexiaoAPI key: unconfirmed

postgresql-engineering

PostgreSQL-specific schema and data-layer engineering: DDL, data types, constraints, indexing, JSONB, partitioning, RLS, and safe schema evolution. Use when targeting Postgres specifically.

download19deployed_code—star1
personjakexiaoAPI key: unconfirmed

solid-detection

Multi-language SOLID detection rules. Project type detection, interface locations, file size limits per language.

download19deployed_code—star3
personjakexiaoAPI key: unconfirmed

go-test-coverage

WHEN: User wants to improve test coverage, find untested code, generate test stubs, or asks "what tests am I missing?" or "how do I improve coverage?" for a Go project. WHEN NOT: When running existing…

download19deployed_code—star0
personjakexiaoAPI key: unconfirmed

skeptic

Adversarial code reviewer for Bug Hunter. Rigorously challenges each reported bug to determine if it's real or a false positive. Uses doc-lookup (Context Hub + Context7) to verify framework claims bef…

download19deployed_code—star98
personjakexiaoAPI key: unconfirmed

openrouter-audit-logging

Implement audit logging for OpenRouter compliance. Use when meeting regulatory requirements or security audits. Trigger with phrases like 'openrouter audit', 'openrouter compliance log', 'openrouter s…

download19deployed_code—star574
personjakexiaoAPI key: unconfirmed

spring-boot-migrator

Automated migration of Spring Boot 2.x to 3.x with JDK 8 to 21 upgrade using OpenRewrite. Use when asked to migrate, upgrade, or modernize Spring Boot applications, upgrade from JDK 8/11/17 to JDK 21,…

download19deployed_code—star6
personjakexiaoAPI key: unconfirmed

smart-conventional-commits

Create conventional commits from user intent and git diff context, including auto-staging, branch-aware type inference, and concise mandatory title/body generation. Use when users ask to commit change…

download19deployed_code—star1
personjakexiaoAPI key: unconfirmed

locust

Locust load testing in Python. Use for load testing.

download19deployed_code—star7
personjakexiaoAPI key: unconfirmed

"ghost-scan-code"

Ghost Security - SAST code scanner. Finds security vulnerabilities in source code by planning and executing targeted scans for issues like SQL injection, XSS, BOLA, BFLA, SSRF, and other OWASP categor…

download19deployed_code—star361
personjakexiaoAPI key: unconfirmed

go-code-audit

WHEN: User asks for a code quality audit, code review, or wants to find code smells, anti-patterns, or non-idiomatic Go code in their project. Also when asked "how good is this code?" or "audit my cod…

download19deployed_code—star0