Aibridge Development Workflow logo

Aibridge Development Workflow

Community
FlameskyDexive
aibridge-development-workflow

AIBridge/Unity 项目的标准开发工作流。Use when creating, modifying, fixing, refactoring, or validating C# code, Unity assets, prefabs, editor tools, package structure, tests, AGENTS.md, or local Skills. Preserves visible modes for Skills matching, requirement confirmation, analysis, implementation, and final checklist. Do not use for pure Q&A, simple search/display, or code explanation tasks with no file/code/asset changes.

Overview

PublisherFlameskyDexive
RepositoryLegends-Of-Heroes
Skill nameaibridge-development-workflow
Stars
928
Forks
193
Bundled files
5
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 5 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by FlameskyDexive on GitHub. Read the source before you install it.

Installation

Install the Aibridge Development Workflow AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/FlameskyDexive/Legends-Of-Heroes/tree/master/.codex/skills/aibridge-development-workflow
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/FlameskyDexive/Legends-Of-Heroes.git /tmp/Legends-Of-Heroes
mkdir -p .claude/skills
cp -r /tmp/Legends-Of-Heroes/.codex/skills/aibridge-development-workflow .claude/skills/aibridge-development-workflow
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Aibridge Development Workflow in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Aibridge Development Workflow on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Aibridge Development Workflow is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

AIBridge Development Workflow

目标

在开发任务中保留清晰的阶段可视化,让用户知道当前 AI 正处于哪个工作阶段、加载了哪些 Skills,并在结束前执行明确的验收清单。

本 Skill 只放主流程。细节规则按需读取:

  • references/risk-gates.md:需求确认、风险分级、何时必须暂停确认。
  • references/coding-rules.md:C#、Unity、注释、硬编码、重复代码规则。
  • references/editor-generation.md:复杂生成、分析、诊断、Runtime/Public API 调用等一次性 Editor C# 脚本规范。
  • references/checklist.md:最终检查清单和收尾输出格式。

阶段总览

开发任务按以下模式推进:

【Skills 匹配模式】 → 【需求确认模式】 → 【分析模式】 → 【方案实施模式】 → 【检查清单模式】

简单低风险修改可以在一条回复中连续展示多个模式,但不能省略分析和最终检查清单。

Skills 匹配模式

收到开发任务后,先输出实际使用的 Skills,仅列名称:

text
【Skills 匹配模式】aibridge-development-workflow、aibridge

匹配规则:

  • 所有开发任务至少包含 aibridge-development-workflow。
  • 涉及 AIBridge CLI、Unity 编译、日志、代码文件查找、资源搜索、预制、场景或 Inspector 操作时,加入 aibridge。
  • 涉及语义符号、定义、引用、实现、调用者或诊断查询时,只有 aibridge-code-index 已安装且项目规则未声明 Code Index 关闭,才加入 aibridge-code-index;否则使用 rg 和常规文件读取。
  • 涉及复杂 Prefab 资源修改、批量 SerializedProperty、子物体/组件创建或引用写入时,加入 aibridge-prefab-patch。
  • 涉及直接修改 Unity YAML 文本序列化文件(.unity、.prefab、.asset、.mat、.controller 等),或 AIBridge 不支持的 Prefab/Scene/ScriptableObjectTable 结构修改时,加入 unity-yaml-editing。
  • 涉及 batch、multi、批处理脚本、长脚本、stdin 或脚本自动化时,加入 aibridge-batch-script。
  • 涉及创建或修改 Skill 时,加入 skill-creator。
  • 涉及复杂一次性 Editor 侧 C# 任务时,读取 references/editor-generation.md,优先评估 .aibridge/code/*.csx;包括复杂资源首次生成、调用项目 Runtime/Public API、场景/资源统计、诊断报告或多步骤 UnityEditor API 编排。

需求确认模式

先判断是否需要用户确认。低风险且需求明确时,不阻塞实施:

text
【需求确认模式】
无需确认:需求明确,修改范围低风险,继续分析。

以下情况必须暂停并等待用户确认:

  • 需求目标、交互行为、数据来源或验收标准不明确。
  • 存在多个合理方案,且会影响公共 API、配置格式、资源结构或用户体验。
  • 可能破坏兼容性、迁移数据、修改大量 Prefab/场景对象、删除资源或引入新依赖。
  • 用户明确要求先给方案。

不确定时读取 references/risk-gates.md。

分析模式

任何文件、代码或资源修改前必须先分析。优先使用直接工具收集上下文:

  • 用 rg / rg --files 搜索现有实现、工具类、命名模式和相邻代码。
  • 涉及 Unity 对象、Prefab、资源、Console 时,结合 aibridge 查询。
  • 涉及外部库或版本敏感信息时,只查官方文档。
  • 代理工具只有在用户明确要求或当前环境允许时才使用;不可伪造已启动代理。

输出 2-3 句话的综合分析结果:

text
【分析模式】
✅ 上下文收集:已通过 rg/AIBridge 查找现有实现和约束。
✅ 综合分析:项目使用 X 模式,影响范围集中在 Y,主要风险是 Z。
✅ 复杂度评估:常规问题,可以直接实施。
✅ 实施门控:条件满足,进入方案实施。

方案实施模式

实施前必须显示当前 Skills 和已加载的关键规范:

text
【方案实施模式】
当前匹配 Skills:aibridge-development-workflow、aibridge
已加载规范:coding-rules、risk-gates
规范已加载,开始实施方案。

实施要求:

  • 开发业务逻辑前,搜索现有工具类和相邻实现,避免重复造轮子。
  • 优先遵循项目现有命名、目录、序列化和命令风格。
  • 小步修改,每个子任务完成后做对应自测。
  • 复杂逻辑添加必要的简体中文注释。
  • 修改 C# 或 Unity 相关逻辑前读取 references/coding-rules.md。
  • 使用一次性 Editor 脚本处理复杂生成、分析、诊断或 Runtime/Public API 调用前读取 references/editor-generation.md。

检查清单模式

所有开发任务结束前必须进入检查清单模式,读取 references/checklist.md,并按实际任务执行适用项。

输出必须包含通过、失败、已修复或不适用状态:

text
【检查清单模式】
1. AIBridge 编译检查 ✅
2. Unity Console Error 检查 ✅
3. C# 9.0 兼容性 ✅
4. Unity 对象判空规范 ✅
5. 不适用项:Prefab dry-run(本次未修改 Prefab)

检查清单全部通过,任务完成。

如果检查无法执行,必须说明原因,不能假装通过。

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Aibridge Development Workflow AI skill do?

AIBridge/Unity 项目的标准开发工作流。Use when creating, modifying, fixing, refactoring, or validating C# code, Unity assets, prefabs, editor tools, package structure, tests, AGENTS.md, or local Skills. Preserves visible modes for Skills matching, requirement confirmation, analysis, implementation, and final checklist. Do not use for pure Q&A, simple search/display, or code explanation tasks with no file/code/asset changes.

Why use Aibridge Development Workflow on TypingMind?

Because you install it once and use it with any model. Aibridge Development Workflow is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Aibridge Development Workflow in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/FlameskyDexive/Legends-Of-Heroes/tree/master/.codex/skills/aibridge-development-workflow. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Aibridge Development Workflow?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Aibridge Development Workflow?

As many as you like. As long as a model supports skills, you can use Aibridge Development Workflow with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Aibridge Development Workflow AI skill free?

Yes. It is published on GitHub by FlameskyDexive under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

View all

Set up your own AI workspace now

Get notified about new features and future giveaways by subscribing to our newsletter 👇