Troubleshoot Golang programs systematically - find and fix the root cause. Use when encountering bugs, crashes, deadlocks, or unexpected behavior in Go code.
Implements dependency injection in Golang using uber-go/dig — reflection-based container, Provide/Invoke, dig.In/dig.Out parameter and result objects, named values, value groups,…
Golang application framework using uber-go/fx — fx.New, fx.Provide, fx.Invoke, fx.Module, fx.Lifecycle hooks, fx.Annotate (name/group/As), fx.Decorate, fx.Supply, fx.Replace,…
Go Viper configuration library (github.com/spf13/viper). Use when working with config file reading (SetConfigName, AddConfigPath, ReadInConfig), setting defaults, environment…
Modern Go Web application architecture guide. Use when creating new Go web projects, APIs, or microservices.
Modern Go Web application architecture guide. Use when creating new Go web projects, APIs, or microservices.
Build AI agents with Google's Agent Development Kit (ADK) Python - an open-source toolkit for building, evaluating, and deploying AI agents.
Use when the user formats Java source files to a consistent style on the command line - applying Google Java Style or Android (AOSP) style, replacing files in place, or running a…
Gowok: Golang Premwok. The Golang library that helps you to build your own project starter (or framework, possibly).
Generate and manage GPAW Python-based DFT calculations. Use when the user requests GPAW, Python DFT, real-space grid DFT, or LCAO-DFT with ASE integration.
Graph algorithms and dependency resolution for AI agent systems. DAG construction for action gate ordering, cycle detection in skill/rule graphs, BFS/DFS traversal, semver range…
Griptape is a modular Python framework for building AI agents and workflows with chain-of-thought reasoning, tools, and memory.
HASH error handling patterns using error-stack crate. Use when working with Result types, Report types, defining custom errors, propagating errors with change_context, adding…
Deterministic Python-scored startup screening with full audit trail. Use when you need a reproducible, weighted-score verdict on a startup — not just a qualitative opinion.
Create an isolated Python environment with a compatible Python version and boto3 for SageMaker or AWS automation.
Implement human-in-the-loop approval flows. Use when adding Slack approvals, dashboard review queues, action gating, or trust-based auto-approval.
HITRUST CSF expert for healthcare security. Implementation guidance, assessment workflow, and mapping to HIPAA/NIST/ISO/PCI frameworks.
Write Rust code informed by Graydon Hoare's original vision for Rust. Emphasizes memory safety without GC, practical systems programming, and learning from C/C++ mistakes.
Generates HPC job-submission scripts (SLURM, PBS/Torque, SGE/UGE, LSF) from a Python/R/Julia script with sensible resource estimates, partition selection, module loading, and…
Python patterns for CLI tools, async concurrency, and backend services. Use when working with Python code, building CLI apps, FastAPI services, async with asyncio, backgr — from…
Rust patterns for CLI tools, backend services, and general application code. Use when working with Rust, Cargo workspaces, axum/tokio services, clap CLIs, async concurren — from…
Audit the union of every IAM policy attached to one principal for privilege-escalation paths that no single statement reveals, and for apparent escalations that are already…
IDA Pro Python scripting for reverse engineering. Use when writing IDAPython scripts, analyzing binaries, working with IDA's API for disassembly, decompilation (Hex-Rays), type…
Idiomatic Go patterns review. Use when checking Go-specific idioms, interface design, or pointer usage. Ensures code follows Go conventions and best practices.
Idiomatic Rust patterns for pikru C port. Use when writing or reviewing Rust code ported from C. Don't write C in Rust - the goal is correct behavior, not line-by-line tr — from…
Expert guide for the ieasyhydro-python-sdk library for connecting to iEasyHydro High Frequency (HF) database.
Rust SDK for the iii engine. Use when building high-performance workers, registering functions, or invoking triggers in Rust.
Implementing Google''s BeyondCorp zero trust access model to eliminate implicit trust from the network perimeter,
Implement the CISA Zero Trust Maturity Model v2.0 across the five pillars of identity, devices, networks, applications,
Implement NextDNS as a zero trust DNS filtering layer with encrypted resolution, threat intelligence blocking,
Implementing zero trust access controls for SaaS applications using CASB, SSPM, conditional access policies, — from mahipal
Implementing Zero Trust Network Access (ZTNA) in cloud environments by configuring identity-aware proxies, micro-segmentation,
Implement Zero Trust Network Access using Zscaler Private Access (ZPA) to replace traditional VPN with identity-based,
Deploy Google BeyondCorp Enterprise zero trust access controls using Identity-Aware Proxy (IAP), context-aware
Implement HashiCorp Boundary for identity-aware zero trust infrastructure access management with dynamic credential
Use when Codex writes, refactors, or reviews IntelliJ Platform / JetBrains IDE plugin Kotlin/Java code.
Execute the tasks in implementation_plan.md at the repository root, one task group at a time — implement every task in a group (in parallel where the plan marks the group…
Upgrade Java projects from Java 21 to Java 25 with required dependency updates. Requires Gradle 9.x, Groovy 5.x, and updated plugins for compatibility.
GraalVM Native Image expert that adds native image support to Java applications, builds the project, analyzes build errors, applies fixes, and iterates until successful…
Discover Java API signatures from compiled JARs using javap instead of guessing or relying on incomplete documentation.
Use when when you need to confirm that a Java project's GitHub Actions workflow (e.g., 'dev_build_release.yml') has completed successfully and generated usable build artifacts;
Use when building, configuring, or debugging enterprise Java applications with Spring Boot 3.x, microservices, or reactive programming.
Expert Java architect specializing in Java 21, Spring Boot 3, and Jakarta EE ecosystem. This agent excels at designing enterprise-grade applications with modern Java features,…
AI驱动的Java代码安全审计技能，实现系统化、高覆盖率的漏洞挖掘。使用场景： (1) 审计Java/Kotlin项目寻找安全漏洞（0day挖掘、代码审计、安全评估） (2) 企业级代码库的安全审计（支持大型项目） (3) 需要高质量、低幻觉率的安全审计报告 (4) CI/CD集成的前期漏洞发现…
Use when when you need to verify that a Java project's automated build pipeline (GitHub Actions workflow) executes without errors and generates distributable artifacts (e.g., .deb…
Java/Maven/Gradle build, compilation, and dependency error resolution specialist. Fixes build errors, Java compiler errors, and Maven/Gradle issues with minimal changes — from…
Use when the user asks to add caching, configure Redis or Caffeine cache, use @Cacheable/@CacheEvict/@CachePut, optimize repeated database or API calls, or review existing Spring…
Core CDI patterns including constructor injection, scopes, producers, and container configuration
Quarkus-specific CDI patterns including @QuarkusTest, native image support, and reflection registration
Systematic code review for Java with null safety, exception handling, concurrency, and performance checks.
Prüft Java-Code-Signing und Zertifikatsmanagement im Nis2 Cybersecurity Compliance.
Java coding standards for Spring Boot services: naming, immutability, Optional usage, streams, exceptions, generics, and project layout.
Select Java collections by access pattern, use streams where they clarify, and default to immutability and records.
Core Java development patterns including code organization, modern features, performance patterns, and implementation verification
JaCoCo code coverage configuration for Java/Gradle projects. Covers report generation, coverage thresholds, multi-module aggregation, and SonarQube integration.
Use when you need to apply data-oriented programming best practices in Java — including separating code (behavior) from data structures using records, designing immutable — from…
Use when you need to view the source code of a Java class from project dependencies, understand a library's API implementation, find method signatures, or explore how a dependency…
Use when you need to select, review, or implement Java design and integration patterns — including classic Java design patterns, REST API patterns, Kafka and event-driven…
A comprehensive guide providing essential design principles and best practices for Java development
面向企业级 Java 开发团队的开发规约治理工具，提供团队级规范定制能力。核心能力: - 7 大维度规约的团队级自定义配置 - 规约合规性自动检查与报告生成 - 新项目脚手架与规范模板集成 - 架构分层规范与依赖管理约束 - 设计模式与设计原则的代码示例库 - CI/CD 规约检查集成与质量门禁 — from thcjp/hermes-skills