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bindbox-game/.agents/skills/sparc-methodology/SKILL.md
win 8d1eef2f7f fix(channel): 修复渠道统计GMV重复计数和商城直购误计入 
1. 排除商城直购(source_type=1)：GMV和成本过滤条件从IN(1,2,3,4)改为IN(2,3,4)
2. 排除次卡免费使用订单(actual_amount=0)：避免购买次卡和使用次卡双重计入GMV
   - source_type=4 一番赏使用次卡：1578单 44032元重复
   - source_type=3 对对碰使用次卡：422单 7042元重复
   - 合计去除51074元虚增GMV（29.1%）
3. 成本过滤条件同步修正：source_type IN(2,3,4)，total_amount>0

修正后：GMV从175600降至124527元，毛利率从37.4%回到真实的11.8%
2026-03-16 21:41:39 +08:00

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name, description
name description
sparc-methodology SPARC development workflow: Specification, Pseudocode, Architecture, Refinement, Completion. A structured approach for complex implementations that ensures thorough planning before coding. Use when: new feature implementation, complex implementations, architectural changes, system redesign, integration work, unclear requirements. Skip when: simple bug fixes, documentation updates, configuration changes, well-defined small tasks, routine maintenance.

Sparc Methodology Skill

Purpose

SPARC development workflow: Specification, Pseudocode, Architecture, Refinement, Completion. A structured approach for complex implementations that ensures thorough planning before coding.

When to Trigger

  • new feature implementation
  • complex implementations
  • architectural changes
  • system redesign
  • integration work
  • unclear requirements

When to Skip

  • simple bug fixes
  • documentation updates
  • configuration changes
  • well-defined small tasks
  • routine maintenance

Commands

Specification Phase

Define requirements, acceptance criteria, and constraints

npx @claude-flow/cli hooks route --task "specification: [requirements]"

Example:

npx @claude-flow/cli hooks route --task "specification: user authentication with OAuth2, MFA, and session management"

Pseudocode Phase

Write high-level pseudocode for the implementation

npx @claude-flow/cli hooks route --task "pseudocode: [feature]"

Example:

npx @claude-flow/cli hooks route --task "pseudocode: OAuth2 login flow with token refresh"

Architecture Phase

Design system structure, interfaces, and dependencies

npx @claude-flow/cli hooks route --task "architecture: [design]"

Example:

npx @claude-flow/cli hooks route --task "architecture: auth module with service layer, repository, and API endpoints"

Refinement Phase

Iterate on the design based on feedback

npx @claude-flow/cli hooks route --task "refinement: [feedback]"

Example:

npx @claude-flow/cli hooks route --task "refinement: add rate limiting and brute force protection"

Completion Phase

Finalize implementation with tests and documentation

npx @claude-flow/cli hooks route --task "completion: [final checks]"

Example:

npx @claude-flow/cli hooks route --task "completion: verify all tests pass, update API docs, security review"

SPARC Coordinator

Spawn SPARC coordinator agent

npx @claude-flow/cli agent spawn --type sparc-coord --name sparc-lead

Scripts

Script Path Description
sparc-init .agents/scripts/sparc-init.sh Initialize SPARC workflow for a new feature
sparc-review .agents/scripts/sparc-review.sh Run SPARC phase review checklist

References

Document Path Description
SPARC Overview docs/sparc.md Complete SPARC methodology guide
Phase Templates docs/sparc-templates.md Templates for each SPARC phase

Best Practices

  1. Check memory for existing patterns before starting
  2. Use hierarchical topology for coordination
  3. Store successful patterns after completion
  4. Document any new learnings