Scan to join WeChat groupBrowse curated skills with source links, package snapshots, README assets and install signals in one calm, searchable catalog.
ALWAYS use this skill when creating or updating pull requests — never create or edit a PR directly without it. Follows Sentry conventions for PR titles, descriptions, and issue references. Trigger on …
Step-by-step guidance for python code style.
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…
-
Identify underspecified areas in the current feature spec by asking up to 5 highly targeted clarification questions and encoding answers back into the spec.
Quick API endpoint testing with comprehensive request/response validation.
**CRITICAL**: Use for ALL CVE discovery and listing. DO NOT call get_cves directly. Use when: "show critical CVEs", "CVEs on hostname X", "remediatable vulnerabilities", "impact of CVE-X", risk assess…
Use when writing, reviewing, or refactoring Java code to enforce baseline conventions for imports, nullability, immutability, exceptions, resource handling, naming, and concurrency.
Verifies code implements exactly what documentation specifies for blockchain audits. Use when comparing code against whitepapers, finding gaps between specs and implementation, or performing complianc…
Performance benchmarking
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…
Evaluate an existing codebase to produce a detailed report on project purpose, health, status, and recommended next steps
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…
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,…
Explain complex code clearly for humans and agents. Produce a structured walkthrough (high-level intent -> data/control flow -> key invariants -> edge cases) with optional Mermaid diagrams and actiona…
Software Composition Analysis skill for identifying vulnerable dependencies, license compliance, and supply chain security. This skill should be used when scanning dependencies for CVEs, analyzing SBO…
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes
Token optimization best practices for MCP server and tool interactions. Minimizes token consumption while maintaining effectiveness. USE WHEN: user mentions "token usage", "optimize tokens", "reduce A…
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…
Generate a custom checklist for the current feature based on user requirements.
MySQL performance optimization and best practices. Use this skill when writing, reviewing, or optimizing MySQL queries, schema designs, or database configurations.
Network penetration testing skills for service exploitation and protocol attacks.
Check documentation for Elastic style guide compliance using Vale linter output and style rules. Use when writing, editing, or reviewing docs to catch voice, tone, grammar, formatting, accessibility, …
Intelligent code debugging and incremental development based on deep context. Used for bug localization and fixing, incremental feature development, technology stack checkfix loop closure, and mainten…