“coding”

ALWAYS activate for programming-language work and code-adjacent project work: implementation, refactoring, debugging, code review, tests, CI fixes…

Performance-grounded code implementation, bug fixes, refactors, code reviews, and technical guidance.

The user's coding and docs conventions and taste.

Apply Appie coding standards for minimal, readable, maintainable code changes, testing, reviews, and implementation quality.

Behavioral guidelines to reduce common LLM coding mistakes.

Provides cross-language coding conventions.

Use when changing source code or its tests, such as fixing a bug, adding or changing behavior, refactoring, improving performance, or prototyping a design…

How Vasu wants code written.

Implement, refactor, and fix code with minimal testable changes and deterministic verification.

Canonical Arkira coding guidance for planning, implementation, and review of a bounded repository outcome.

Create, modify, explain and repair related project code.

Use when implementing or changing code to resolve an incident.

Safely inspect, propose, and validate workspace code changes under sandbox and confirmation constraints.

Coding patterns, architectural best practices, and runtime failure modes

Code style, patterns, and implementation conventions

Best practices for writing and modifying code

List, read, create and edit UTF-8 text files in a host-selected workspace.

开发流程：领取 docs/todos/ 任务，TDD，跑 QA。

General-purpose coding workflow for implementing, refactoring, and wiring changes safely.

编码阶段规范：按任务清单逐项开发，每项完成后执行 code review

Implement one feature at a time following the project's feature list and existing conventions.

Write and execute Python code to process data, analyze scraped content, or perform computations

Coding conventions for writing scripts inside the sandbox.

Software development, code review, debugging, architecture, and technical implementation