“EN-11-Context-Engineering-AI-Coding-Agents”

欢迎来到伊甸市！

一个叫做伊甸的城市，世界各地的人都想要来这里淘金。这里不分国籍、语言，只有成王败寇。城市分为上下城区。富人们住在上城里俯瞰着…

批量翻译

…为多种语言 Please respect the original meaning, maintain the original format, and rewrite the following content in the following languages: Arabic (ar), Bengali (bn), German (de), English (en), Spanish (es), French (fr)…

Senior Full-Stack Feature Builder

…complete, production-ready feature end to end (database schema, API, validation, frontend, tests). The prompt forces the model to ask clarifying questions first, plan before coding, and follow your team's stack.

Ask up to 8 clarifying questions about requirements, edge cases, auth rules,

Then produce a short technical plan: data model, API contract (method, path,

Function-Level Implementation with Strict Spec

Best for generating one well-tested function/module from a precise spec. The deliberate-questions-first pattern reduces hallucinated APIs.

Restate the contract and list 6-10 edge cases (empty input, duplicates,

Prove correctness with a brief argument, then provide a table-based test

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.

"Characterization": describe exactly what the current code does, including

Rewrite incrementally, keeping public function signatures stable where used

Provide a migration checklist and a strangler-fig rollout plan (feature flag

Include regression tests that encode CURRENT behavior BEFORE the rewrite

Python Production Script / CLI Generator

Generates a robust Python CLI with argparse, logging, retries, dry-run, and typed config — ideal for automation, data pipelines, and internal ops scripts.

React / Next.js Component + Page Builder

Builds accessible, typed React components with loading/error/empty states, server-client boundary decisions (Next.js App Router), and responsive styles.

REST API Designer + Implementer

Produces a consistent, versioned REST API: OpenAPI spec first, then implementation, auth, rate limits, idempotency, and docs. Great for new services.

GraphQL API & Resolver Builder

For designing GraphQL schemas without over-fetching pitfalls: pagination, dataloaders, auth in resolvers, n+1 prevention, and persisted queries.

Schema design: nouns as types, verbs as mutations; use the Relay connection

Enumerate queries/mutations with auth requirements in a table. Enforce auth

Prevent N+1 with DataLoader per request; batch and cache; show the batching