“Code”

Code Comment / Documentation Improver

Turns bad comments into maintainable docs: explains WHY, keeps docs near code, and generates API docs from real signatures — no marketing fluff.

Code Interpreter优化

我希望在使用GPT-4的Code Interpreter时，通过优化以下提示：“你的提示词”，来获得更出色的成果。您能为GPT-4提供一个更具…

CodeCompanion - 你的人工智能编码助手

来自CodeCompanion - 你的人工智能编码助手的AI提示词

CodePen生成器

来自CodePen生成器的AI提示词

Legacy Code Modernization Engineer

Use when migrating old code (e.g. jQuery → React, Python 2 → 3, callbacks → async/await, class components → hooks) while preserving behavior exactly.

Dead Code / Architecture Decay Analyst

Finds genuinely unused code and accidental coupling using evidence, avoiding deletion of reflection/DI/routed entry points.

AI Code Generation IDE Plugin

构建AI代码生成IDE插件，支持代码补全、上下文感知生成、重构建议与单元测试生成，集成VS Code与JetBrains。

Code wrapper with named groups and unit tests.

Code Generation from Issue/PRD

Turns a product requirement into a shippable implementation plan + skeleton with acceptance criteria traceability. Useful at sprint start.

Code instrumentation examples and tests asserting trace attributes and

Code protection

Codebase Semantic Indexing Service

构建代码库语义与结构索引服务，解析符号图与代码块嵌入，支持提交级增量索引与精确定位，为AI编程智能体提供高质量检索底座。

Source Code Security Review

对源代码进行安全审查,发现注入、认证、加密和业务逻辑漏洞,适用于代码审计。

Source code integrity

AI Code Security Auditing Tool

构建AI代码安全审计工具，对源代码、IaC和配置进行自动化安全审查并生成修复建议。

IDE扩展核心：VS Code扩展（激活、命令、状态栏、快速选择UI），JetBrains插件

分发：发布VS Code市场与JetBrains插件仓库，企业自托管LLM代理含鉴权与配额。

Microservice / Event-Driven System Coder

Scaffolds an event-driven service with outbox, schema registry, contracts, and observability — keeps services loosely coupled.

Infrastructure as Code (Terraform/Pulumi/Docker/K8s)

Produces reviewable IaC: modular, idempotent, least-privilege IAM, with state and rollout safety.

Security-First Code Audit

OWASP-oriented security review for a module or whole PR. Produces exploit scenarios and fixes ordered by severity (CVSS-like).