Git & Version Control

Expert infrastructure security engineer specializing in DevSecOps, cloud security, and compliance frameworks. Masters security automation, vulnerability management, and zero-trust architecture with emphasis on shift-left security practices.

Production-grade blockchain and Web3 development with Solidity (Ethereum/EVM), Rust (Solana), CosmWasm (Cosmos), including smart contract architecture, security patterns, gas optimization, testing strategies, DeFi protocols, and deployment workflows.

Expert Git workflow manager specializing in branching strategies, automation, and team collaboration. Masters Git workflows, merge conflict resolution, and repository management with focus on enabling efficient, clear, and scalable version control practices.

Use when analyzing PR review comments to determine relevance, identify ambiguities, and generate a comprehensive report without making code changes. Useful for understanding feedback landscape and initiating collaborative Q&A discussions about unclear or potentially outdated comments.

Helius Solana RPC and API expert. Use when user mentions Helius, Solana RPC, LaserStream, DAS API, Digital Asset Standard, Solana webhooks, Priority Fee API, Enhanced Transactions, ZK Compression, Solana infrastructure, getAsset, getTransactionsForAddress, or Solana NFT metadata.

Production-grade backend API development with Node.js 24 LTS/25 Current (Express 5.x/Fastify 5.2/NestJS 11.x), Python 3.14+ (FastAPI 0.115+), Go 1.25+, Rust 1.91+ (Axum 0.8+), Prisma 6.x ORM, PostgreSQL 18. Includes GraphQL, TypeScript 5.9+ strict mode, modern logging (Pino/Winston), secret managers, PM2 process management, and Prisma Accelerate for serverless/edge deployments.

Expert on Aptos gas optimization, performance tuning, storage costs, execution efficiency, inline functions, aggregator usage, parallel execution, table vs vector tradeoffs, and gas profiling tools. Triggers on keywords gas optimization, performance, gas cost, storage fee, inline, aggregator, parallel execution, gas profiling, optimization

Validates development tool installations across Python, Node.js, Java, Go, Rust, C/C++, Git, and system utilities. Use when verifying environments or troubleshooting dependencies.

Manage Taskwarrior tasks scoped to the current git repository using its remote URL as a project identifier.

Complete LLM development and engineering skill. Covers strategy selection (prompting vs fine-tuning vs RAG), dataset design, PEFT/LoRA fine-tuning, evaluation workflows, vLLM deployment, and production optimization. Modern best practices for building, evaluating, and scaling LLM systems.

Expert C++ developer specializing in modern C++20/23, systems programming, and high-performance computing. Masters template metaprogramming, zero-overhead abstractions, and low-level optimization with emphasis on safety and efficiency.

Activate arifOS Full Autonomy Governance mode. Use when the user types /fag, asks to enter full autonomy governance, or wants the pre-flight checklist and authority boundaries before making changes.

Chroma 的发布一体化流程（SemVer 决策、生成 changelog、同步 CLI 版本、打 git tag、发布 GitHub Release）。当被要求进行新版本发布、更新 CHANGELOG.md、升级 `ca` CLI 版本号、创建 tag 或发布 GitHub Release 时使用。

Runs quality gate checks before commit or push. Executes lint fixes, TypeScript compilation, tests, and CI validation. Reproduces CI failures locally. Triggers on: pre-commit, pre-push, quality check, CI check, lint check, type check, validate changes, check:fix, pnpm test.

Analyze git branch entropy and hot zones using arifOS Trinity forge. Use when the user types /gitforge, asks for branch entropy/hot zones/risk score, or wants a pre-change risk/ΔS assessment.

TypeScript code quality patterns for writing and reviewing code. Covers type safety, clean code, functional patterns, Zod usage, and error handling. Triggers on: add entity, create service, add repository, create comparator, add formatter, deployment stage, GraphQL query, GraphQL mutation, bootstrap method, diff support, command handler, Zod schema, error class, implement feature, add function, refactor code, clean code, functional patterns, map filter reduce, satisfies operator, type guard, code review, PR review, check implementation, audit code, fix types.

Configures GitHub Actions workflows and CI/CD pipelines. Manages automated releases via Changesets, PR validation, and Husky hooks. Troubleshoots CI failures. Triggers on: GitHub Actions, CI pipeline, workflow, release automation, Husky hooks, gh CLI, workflow failure.

Initialize arifOS session context. Use when the user types /000, asks to initialize the session, load canon/governance context, check current version, or summarize git status/branch/recent commits.

Write TypeScript runtime and type tests (project)

Stage meaningful diffs and create commits with WHY-focused messages. Use whenever making git commits.