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feat(dev-workflow): Add intelligent backend selection based on task complexity (#61)
合并智能 backend 选择功能。包含:multiSelect backend 选择、type 字段任务分类(default|ui|quick-fix)、智能路由策略
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@@ -9,42 +9,56 @@ A freshly designed lightweight development workflow with no legacy baggage, focu
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```
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/dev trigger
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↓
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AskUserQuestion (backend selection)
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↓
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AskUserQuestion (requirements clarification)
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↓
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codeagent analysis (plan mode + UI auto-detection)
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codeagent analysis (plan mode + task typing + UI auto-detection)
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↓
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dev-plan-generator (create dev doc)
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↓
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codeagent concurrent development (2–5 tasks, backend split)
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codeagent concurrent development (2–5 tasks, backend routing)
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↓
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codeagent testing & verification (≥90% coverage)
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↓
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Done (generate summary)
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```
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## The 6 Steps
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## Step 0 + The 6 Steps
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### 0. Select Allowed Backends (FIRST ACTION)
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- Use **AskUserQuestion** with multiSelect to ask which backends are allowed for this run
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- Options (user can select multiple):
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- `codex` - Stable, high quality, best cost-performance (default for most tasks)
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- `claude` - Fast, lightweight (for quick fixes and config changes)
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- `gemini` - UI/UX specialist (for frontend styling and components)
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- If user selects ONLY `codex`, ALL subsequent tasks must use `codex` (including UI/quick-fix)
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### 1. Clarify Requirements
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- Use **AskUserQuestion** to ask the user directly
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- No scoring system, no complex logic
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- 2–3 rounds of Q&A until the requirement is clear
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### 2. codeagent Analysis & UI Detection
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### 2. codeagent Analysis + Task Typing + UI Detection
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- Call codeagent to analyze the request in plan mode style
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- Extract: core functions, technical points, task list (2–5 items)
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- For each task, assign exactly one type: `default` / `ui` / `quick-fix`
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- UI auto-detection: needs UI work when task involves style assets (.css, .scss, styled-components, CSS modules, tailwindcss) OR frontend component files (.tsx, .jsx, .vue); output yes/no plus evidence
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### 3. Generate Dev Doc
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- Call the **dev-plan-generator** agent
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- Produce a single `dev-plan.md`
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- Append a dedicated UI task when Step 2 marks `needs_ui: true`
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- Include: task breakdown, file scope, dependencies, test commands
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- Include: task breakdown, `type`, file scope, dependencies, test commands
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### 4. Concurrent Development
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- Work from the task list in dev-plan.md
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- Use codeagent per task with explicit backend selection:
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- Backend/API/DB tasks → `--backend codex` (default)
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- UI/style/component tasks → `--backend gemini` (enforced)
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- Route backend per task type (with user constraints + fallback):
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- `default` → `codex`
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- `ui` → `gemini` (enforced when allowed)
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- `quick-fix` → `claude`
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- Missing `type` → treat as `default`
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- If the preferred backend is not allowed, fallback to an allowed backend by priority: `codex` → `claude` → `gemini`
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- Independent tasks → run in parallel
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- Conflicting tasks → run serially
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@@ -65,7 +79,7 @@ Done (generate summary)
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/dev "Implement user login with email + password"
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```
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**No options**, fixed workflow, works out of the box.
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No CLI flags required; workflow starts with an interactive backend selection.
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## Output Structure
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@@ -80,14 +94,14 @@ Only one file—minimal and clear.
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### Tools
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- **AskUserQuestion**: interactive requirement clarification
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- **codeagent skill**: analysis, development, testing; supports `--backend` for codex (default) or gemini (UI)
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- **codeagent skill**: analysis, development, testing; supports `--backend` for `codex` / `claude` / `gemini`
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- **dev-plan-generator agent**: generate dev doc (subagent via Task tool, saves context)
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## UI Auto-Detection & Backend Routing
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## Backend Selection & Routing
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- **Step 0**: user selects allowed backends; if `仅 codex`, all tasks use codex
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- **UI detection standard**: style files (.css, .scss, styled-components, CSS modules, tailwindcss) OR frontend component code (.tsx, .jsx, .vue) trigger `needs_ui: true`
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- **Flow impact**: Step 2 auto-detects UI work; Step 3 appends a separate UI task in `dev-plan.md` when detected
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- **Backend split**: backend/API tasks use codex backend (default); UI tasks force gemini backend
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- **Implementation**: Orchestrator invokes codeagent skill with appropriate backend parameter per task type
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- **Task type field**: each task in `dev-plan.md` must have `type: default|ui|quick-fix`
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- **Routing**: `default`→codex, `ui`→gemini, `quick-fix`→claude; if disallowed, fallback to an allowed backend by priority: codex→claude→gemini
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## Key Features
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@@ -102,9 +116,9 @@ Only one file—minimal and clear.
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- Steps are straightforward
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### ✅ Concurrency
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- 2–5 tasks in parallel
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- Tasks split based on natural functional boundaries
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- Auto-detect dependencies and conflicts
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- codeagent executes independently
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- codeagent executes independently with optimal backend
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### ✅ Quality Assurance
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- Enforces 90% coverage
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@@ -117,6 +131,10 @@ Only one file—minimal and clear.
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# Trigger
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/dev "Add user login feature"
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# Step 0: Select backends
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Q: Which backends are allowed? (multiSelect)
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A: Selected: codex, claude
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# Step 1: Clarify requirements
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Q: What login methods are supported?
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A: Email + password
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@@ -126,18 +144,18 @@ A: Yes, use JWT token
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# Step 2: codeagent analysis
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Output:
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- Core: email/password login + JWT auth
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- Task 1: Backend API
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- Task 2: Password hashing
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- Task 3: Frontend form
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- Task 1: Backend API (type=default)
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- Task 2: Password hashing (type=default)
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- Task 3: Frontend form (type=ui)
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UI detection: needs_ui = true (tailwindcss classes in frontend form)
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# Step 3: Generate doc
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dev-plan.md generated with backend + UI tasks ✓
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dev-plan.md generated with typed tasks ✓
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# Step 4-5: Concurrent development (backend codex, UI gemini)
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# Step 4-5: Concurrent development (routing + fallback)
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[task-1] Backend API (codex) → tests → 92% ✓
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[task-2] Password hashing (codex) → tests → 95% ✓
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[task-3] Frontend form (gemini) → tests → 91% ✓
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[task-3] Frontend form (fallback to codex; gemini not allowed) → tests → 91% ✓
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```
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## Directory Structure
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