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Skill profile

ai-coding-workflow

Use this profile when you want a general development workflow for Claude Code rather than a narrow skill or tool integration. It is useful for operators standardizing how AI-assisted coding moves from spec to implementation to validation.

SkillsMP • Last reviewed 2026-04-02

Source instructions onlyA profile for structuring end-to-end AI coding work in Claude Code from planning through fixes.

Install or setup path

Follow the upstream source for installation instructions.

No verified install command on this page

This profile is useful for evaluation and workflow context, but WhichAITools did not verify one direct install command for it. Use the linked source instructions instead of guessing.

Source instructions

Upstream source

Use this profile for

Developers using Claude Code for multi-step implementation work who need a more consistent path from request to verified change.

Primary categoryClaude Code Workflows
Source count1
OpenClaw relevantNo
Open Claude Code WorkflowsRead guidesMethodology

What it does

This profile frames AI coding as a staged workflow: clarifying the task, executing changes, checking the output, and iterating without losing the original intent. It helps Claude Code sessions stay organized when the work spans planning, coding, QA, and bug-fix loops instead of one small edit.

Best for

Developers using Claude Code for multi-step implementation work who need a more consistent path from request to verified change.

Why it stands out

It covers the full coding loop rather than optimizing only prompt quality or one integration point.

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Cross-check the method

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MethodologyGuides

Use the surrounding workflow hub

When the profile belongs to OpenClaw operations, continue inside the OpenClaw cluster instead of starting over.

Skills workflow

Safety notes

  • Do not let a generic AI coding workflow authorize broad repo changes without narrowing the task and file scope first.
  • If the workflow includes shell commands or tests, confirm they are safe and relevant in the current repo before running them.
  • Treat model output as a draft until the code, types, and validation steps confirm the behavior you expect.

Source context

从 SkillsMP 发现的 skill，autoScore 6/10。需要人工审查后方可升级至 bruce-tested。

ai-coding-workflow on SkillsMP

Related links

Claude Code workflows category • Skills overview • Skills overview • Submit • Advertise

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