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Plan Flow

结构化 AI 辅助开发工作流:发现、规划、执行、代码审查与测试

person作者: brunoscardosohubclawhub

Plan-Flow: Structured AI-Assisted Development

A comprehensive skill set for AI-assisted software development with structured workflows and persistent project memory.

Available Commands

| Command | Description | |---------|-------------| | /setup | Analyze project and generate pattern files | | /discovery | Create discovery document for requirements gathering | | /create-plan | Create implementation plan with phases and complexity scores | | /execute-plan | Execute plan phases with verification | | /create-contract | Create integration contract from API docs | | /review-code | Review local uncommitted changes | | /review-pr | Review a Pull Request | | /write-tests | Write tests to achieve coverage target | | /flow | Toggle autopilot mode (auto-chains the full workflow) |

Always-Active Features

| Feature | Description | |---------|-------------| | Project Ledger | Persistent learning journal at flow/ledger.md - silently captures mistakes, corrections, and project-specific knowledge across sessions |

Recommended Workflow

Automated - runs without asking permission:

1. /setup           → Index project patterns (run once)
2. /discovery       → Gather requirements for a feature
3. /create-plan     → Create structured implementation plan (auto-runs after discovery)
4. /execute-plan    → Execute the plan phase by phase (auto-runs after plan)
5. /review-code     → Review changes before committing
6. Archive          → Move discovery + plan to flow/archive/

Only stop to ask the user when:

  • Missing critical information (device type, browser, etc.)
  • Need to reproduce an issue
  • Ambiguous requirements
  • Need approval for destructive actions

Never ask "Ready to create plan?" or "Proceed with execution?" - just do it.

Core Concepts

Complexity Scoring

Every plan phase has a complexity score (0-10):

| Score | Level | Description | |-------|-------|-------------| | 0-2 | Trivial | Simple, mechanical changes | | 3-4 | Low | Straightforward implementation | | 5-6 | Medium | Moderate complexity, some decisions | | 7-8 | High | Complex, multiple considerations | | 9-10 | Very High | Significant complexity/risk |

Flow Directory Structure

All artifacts are stored in flow/:

flow/
├── archive/           # Completed/abandoned plans
├── contracts/         # Integration contracts
├── discovery/         # Discovery documents
├── plans/             # Active implementation plans
├── references/        # Reference materials
├── reviewed-code/     # Code review documents
├── reviewed-pr/       # PR review documents
└── ledger.md          # Persistent project learning journal

Critical Rules

  1. Automated Workflow: Run discovery → plan → execute automatically. Only stop to ask when you need information from the user.
  2. Discovery First (Hard Block): /discovery is required before /create-plan. Plans cannot be created without a discovery document. No exceptions. If no discovery exists, run discovery first.
  3. Tests Last: Tests are always the last phase of any implementation plan.
  4. Build at End Only: Run build verification only after ALL phases complete.
  5. Archive When Done: Move completed discovery and plans to flow/archive/.

Configuration

Create .plan-flow.yml in your project root:

ai:
  provider: claude
  anthropic_api_key: sk-ant-api03-your-key-here

Requirements

  • git - For version control operations
  • gh - GitHub CLI for PR reviews

Installation

clawhub install plan-flow

Or add to your workspace skills folder:

git clone https://github.com/brunoscardoso/plan-flow.git ~/.openclaw/skills/plan-flow