Implements features and functionality following team-defined conventions and coding standards.

Install

mkdir -p .claude/skills/ai-code && curl -L -o skill.zip "https://agentskills.codes/api/skills/download/9547" && unzip -o skill.zip -d .claude/skills/ai-code && rm skill.zip

Installs to .claude/skills/ai-code

Activation

This is the description your AI agent reads to decide when to run this skill — the better it matches your request, the more reliably it fires.

Writes production code that satisfies stack-context standards on the first pass: interface-first design, backward-compatibility checks, lightweight self-review. Trigger for 'implement this', 'write the code for', 'add X to Y', 'build this function', 'make this work'. Not for tests; use /ai-test instead. Not for debugging; use /ai-debug instead. Not for refactoring; use /ai-simplify instead. Not for executing an approved plan end-to-end; use /ai-build (the gateway).
469 charsno explicit “when” triggerlonger than Claude Code's old 250-char listing cap (fine on current versions)
Intermediate

Key capabilities

  • Restate tasks for context confirmation
  • Identify target files for implementation
  • Define public interfaces before writing code
  • Perform backward-compatibility checks
  • Execute compliance trace self-review

How it works

The skill loads stack-specific conventions and team standards before applying an interface-first design approach to generate minimal code.

Inputs & outputs

You give it
Task description or file target
You get back
Compliant production code

When to use ai-code

  • Implementing new features
  • Writing utility helpers
  • Adding module functionality

About ai-code

Generates production code based on provided stack context and team conventions. Employs lightweight self-review patterns before final commit.

Writes production code that satisfies stack-context standards on the first pass: interface-first design, backward-compatibility checks, lightweight self-review. Trigger for 'implement this', 'write the code for', 'add X to Y', 'build this function', 'make this work'. Not for tests; use /ai-test inst

When not to use it

  • Running tests
  • Debugging existing code
  • Refactoring code

Prerequisites

.ai-engineering/manifest.yml.ai-engineering/overrides/

Limitations

  • Requires explicit user instruction for top-level file creation
  • Validation is deferred to external review skills

How it compares

Unlike manual coding, this skill enforces a pre-coding checklist and compliance trace to ensure standards are met on the first pass.

Compared to similar skills

ai-code side by side with the closest alternatives in the catalog.

SkillInstallsUpdatedSafetyDifficulty
ai-code (this skill)02moNo flagsIntermediate
godot1,0445moReviewIntermediate
software-architecture3336moNo flagsIntermediate
drizzle2382moNo flagsIntermediate

Try saying

Example prompts that trigger this skill in your AI assistant.

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