{"id":35229,"date":"2025-08-12T01:12:36","date_gmt":"2025-08-11T17:12:36","guid":{"rendered":"https:\/\/www.kdjingpai.com\/?p=35229"},"modified":"2025-08-28T01:56:25","modified_gmt":"2025-08-27T17:56:25","slug":"rangaibianxiedexiangmu","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/pt\/rangaibianxiedexiangmu\/","title":{"rendered":"\u8ba9AI\u7f16\u5199\u7684\u9879\u76ee\u4ee3\u7801\u66f4\u52a0\u53ef\u9760\u7684\u5168\u5c40\u63d0\u793a\u8bcd"},"content":{"rendered":"

\u968f\u7740\u00a0Claude<\/a> Code<\/code>\u00a0\u548c\u00a0GitHub Copilot<\/a><\/code>\u00a0\u7b49\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u7f16\u7801\u52a9\u624b\u65e5\u76ca\u666e\u53ca\uff0c\u8f6f\u4ef6\u5f00\u53d1\u7684\u5de5\u4f5c\u6d41\u6b63\u5728\u7ecf\u5386\u4e00\u573a\u53d8\u9769\u3002\u8fd9\u4e9b\u5de5\u5177\u6781\u5927\u5730\u7f29\u77ed\u4e86\u4ece\u60f3\u6cd5\u5230\u5b9e\u73b0\u7684\u65f6\u95f4\uff0c\u8ba9\u8fc7\u53bb\u56e0\u8017\u65f6\u800c\u6401\u7f6e\u7684\u9879\u76ee\u5f97\u4ee5\u5feb\u901f\u63a8\u8fdb\u3002<\/p>\n

\u7136\u800c\uff0cAI \u751f\u6210\u7684\u4ee3\u7801\u5e38\u5e38\u5b58\u5728\u6b63\u786e\u6027\u6216\u6548\u7387\u95ee\u9898\u3002\u6210\u529f\u7684\u5173\u952e\u5728\u4e8e\u5efa\u7acb\u4e00\u5957\u6e05\u6670\u3001\u9ad8\u6548\u7684\u534f\u4f5c\u89c4\u8303\u3002\u5411 AI \u63d0\u4f9b\u4e00\u4efd\u660e\u786e\u7684\u5f00\u53d1\u6307\u5357\uff0c\u662f\u786e\u4fdd\u5176\u8f93\u51fa\u9ad8\u8d28\u91cf\u3001\u4e00\u81f4\u4e14\u53ef\u7ef4\u62a4\u4ee3\u7801\u7684\u6700\u6709\u6548\u65b9\u6cd5\u4e4b\u4e00\u3002<\/p>\n

\u8fd9\u4efd\u6307\u5357\u53ef\u4ee5\u4f5c\u4e3a\u4e00\u4e2a\u201c\u5168\u5c40\u914d\u7f6e\u6587\u4ef6\u201d\uff0c\u5728\u6bcf\u6b21\u4e0e AI \u4ea4\u4e92\u65f6\u63d0\u4f9b\u4e0a\u4e0b\u6587\uff0c\u6307\u5bfc\u5176\u9075\u5faa\u7279\u5b9a\u7684\u5f00\u53d1\u54f2\u5b66\u3001\u6d41\u7a0b\u548c\u6280\u672f\u6807\u51c6\u3002<\/p>\n

\u4ee5\u4e0b\u662f\u4e00\u4efd\u53ef\u4ee5\u76f4\u63a5\u4fdd\u5b58\u5e76\u4f7f\u7528\u7684\u4e2a\u4eba\u201c\u5168\u5c40\u4ee3\u7406\u6307\u5357\u201d\u3002\u5efa\u8bae\u5c06\u5176\u5b58\u653e\u5728\u00a0~\/.claude\/CLAUDE.md<\/code>\u00a0\u8def\u5f84\u4e0b\uff0c\u4ee5\u4fbf\u5728\u9700\u8981\u65f6\u5feb\u901f\u8c03\u7528\u3002<\/p>\n

\u5168\u5c40\u4ee3\u7406\u6307\u5357 (Personal \u201cglobal\u201d agent guide)<\/h3>\n

\u8fd9\u4efd\u6587\u4ef6\u662f\u4e0e AI \u7f16\u7801\u52a9\u624b\u534f\u4f5c\u7684\u6838\u5fc3\u51c6\u5219\u3002<\/p>\n

# Development Guidelines\r\n## Philosophy\r\n### Core Beliefs\r\n- **Incremental progress over big bangs** - Small changes that compile and pass tests\r\n- **Learning from existing code** - Study and plan before implementing\r\n- **Pragmatic over dogmatic** - Adapt to project reality\r\n- **Clear intent over clever code** - Be boring and obvious\r\n### Simplicity Means\r\n- Single responsibility per function\/class\r\n- Avoid premature abstractions\r\n- No clever tricks - choose the boring solution\r\n- If you need to explain it, it's too complex\r\n## Process\r\n### 1. Planning & Staging\r\nBreak complex work into 3-5 stages. Document in `IMPLEMENTATION_PLAN.md`:\r\n```\r\n## Stage N: [Name]\r\n**Goal**: [Specific deliverable]\r\n**Success Criteria**: [Testable outcomes]\r\n**Tests**: [Specific test cases]\r\n**Status**: [Not Started|In Progress|Complete]\r\n```\r\n- Update status as you progress\r\n- Remove file when all stages are done\r\n### 2. Implementation Flow\r\n1. **Understand** - Study existing patterns in codebase\r\n2. **Test** - Write test first (red)\r\n3. **Implement** - Minimal code to pass (green)\r\n4. **Refactor** - Clean up with tests passing\r\n5. **Commit** - With clear message linking to plan\r\n### 3. When Stuck (After 3 Attempts)\r\n**CRITICAL**: Maximum 3 attempts per issue, then STOP.\r\n1. **Document what failed**:\r\n- What you tried\r\n- Specific error messages\r\n- Why you think it failed\r\n2. **Research alternatives**:\r\n- Find 2-3 similar implementations\r\n- Note different approaches used\r\n3. **Question fundamentals**:\r\n- Is this the right abstraction level?\r\n- Can this be split into smaller problems?\r\n- Is there a simpler approach entirely?\r\n4. **Try different angle**:\r\n- Different library\/framework feature?\r\n- Different architectural pattern?\r\n- Remove abstraction instead of adding?\r\n## Technical Standards\r\n### Architecture Principles\r\n- **Composition over inheritance** - Use dependency injection\r\n- **Interfaces over singletons** - Enable testing and flexibility\r\n- **Explicit over implicit** - Clear data flow and dependencies\r\n- **Test-driven when possible** - Never disable tests, fix them\r\n### Code Quality\r\n- **Every commit must**:\r\n- Compile successfully\r\n- Pass all existing tests\r\n- Include tests for new functionality\r\n- Follow project formatting\/linting\r\n- **Before committing**:\r\n- Run formatters\/linters\r\n- Self-review changes\r\n- Ensure commit message explains \"why\"\r\n### Error Handling\r\n- Fail fast with descriptive messages\r\n- Include context for debugging\r\n- Handle errors at appropriate level\r\n- Never silently swallow exceptions\r\n## Decision Framework\r\nWhen multiple valid approaches exist, choose based on:\r\n1. **Testability** - Can I easily test this?\r\n2. **Readability** - Will someone understand this in 6 months?\r\n3. **Consistency** - Does this match project patterns?\r\n4. **Simplicity** - Is this the simplest solution that works?\r\n5. **Reversibility** - How hard to change later?\r\n## Project Integration\r\n### Learning the Codebase\r\n- Find 3 similar features\/components\r\n- Identify common patterns and conventions\r\n- Use same libraries\/utilities when possible\r\n- Follow existing test patterns\r\n### Tooling\r\n- Use project's existing build system\r\n- Use project's test framework\r\n- Use project's formatter\/linter settings\r\n- Don't introduce new tools without strong justification\r\n## Quality Gates\r\n### Definition of Done\r\n- [ ] Tests written and passing\r\n- [ ] Code follows project conventions\r\n- [ ] No linter\/formatter warnings\r\n- [ ] Commit messages are clear\r\n- [ ] Implementation matches plan\r\n- [ ] No TODOs without issue numbers\r\n### Test Guidelines\r\n- Test behavior, not implementation\r\n- One assertion per test when possible\r\n- Clear test names describing scenario\r\n- Use existing test utilities\/helpers\r\n- Tests should be deterministic\r\n## Important Reminders\r\n**NEVER**:\r\n- Use `--no-verify` to bypass commit hooks\r\n- Disable tests instead of fixing them\r\n- Commit code that doesn't compile\r\n- Make assumptions - verify with existing code\r\n**ALWAYS**:\r\n- Commit working code incrementally\r\n- Update plan documentation as you go\r\n- Learn from existing implementations\r\n- Stop after 3 failed attempts and reassess\r\n<\/code><\/pre>\n
\u4e3a\u4f55\u8fd9\u4efd\u6307\u5357\u5982\u6b64\u6709\u6548\uff1f<\/h3>\n
\u5c06\u4e0a\u8ff0\u6307\u5357\u4f5c\u4e3a\u4e0a\u4e0b\u6587\u63d0\u4f9b\u7ed9 AI\uff0c\u76f8\u5f53\u4e8e\u4e3a\u5b83\u8bbe\u5b9a\u4e86\u660e\u786e\u7684\u201c\u6e38\u620f\u89c4\u5219\u201d\u3002<\/p>\n
    \n
  • \u8bbe\u5b9a\u4e86\u5f00\u53d1\u54f2\u5b66<\/strong>\uff1a\u6307\u5357\u5f00\u5934\u7684\u201c\u6838\u5fc3\u4fe1\u5ff5\u201d\u548c\u201c\u7b80\u6d01\u6027\u201d\u5b9a\u4e49\uff0c\u5f15\u5bfc AI \u503e\u5411\u4e8e\u751f\u6210\u7b80\u5355\u3001\u52a1\u5b9e\u4e14\u6613\u4e8e\u7ef4\u62a4\u7684\u4ee3\u7801\uff0c\u800c\u4e0d\u662f\u8fc7\u5ea6\u8bbe\u8ba1\u7684\u201c\u70ab\u6280\u201d\u4ee3\u7801\u3002<\/li>\n
  • \u89c4\u8303\u4e86\u5de5\u4f5c\u6d41\u7a0b<\/strong>\uff1a\u4eceIMPLEMENTATION_PLAN.md<\/code>\u7684\u5236\u5b9a\uff0c\u5230\u6d4b\u8bd5\u9a71\u52a8\u5f00\u53d1\uff08TDD\uff09\u7684\u5b9e\u73b0\u6d41\u7a0b\uff0c\u518d\u5230\u9677\u5165\u56f0\u5883\u65f6\u7684\u5e94\u5bf9\u7b56\u7565\uff0c\u8fd9\u5957\u6d41\u7a0b\u4e3a AI \u63d0\u4f9b\u4e86\u6e05\u6670\u7684\u884c\u52a8\u6b65\u9aa4\uff0c\u9632\u6b62\u5176\u5728\u590d\u6742\u4efb\u52a1\u4e2d\u504f\u79bb\u65b9\u5411\u3002\u7279\u522b\u662f\u201c\u5c1d\u8bd5\u4e09\u6b21\u540e\u6682\u505c\u201d\u7684\u89c4\u5219\uff0c\u80fd\u6709\u6548\u907f\u514d AI \u5728\u9519\u8bef\u8def\u5f84\u4e0a\u6d6a\u8d39\u5927\u91cf\u65f6\u95f4\u548c\u8ba1\u7b97\u8d44\u6e90\u3002<\/li>\n
  • \u5efa\u7acb\u4e86\u6280\u672f\u6807\u51c6<\/strong>\uff1a\u67b6\u6784\u539f\u5219\u3001\u4ee3\u7801\u8d28\u91cf\u548c\u9519\u8bef\u5904\u7406\u7b49\u90e8\u5206\uff0c\u4e3a AI \u8bbe\u7f6e\u4e86\u786c\u6027\u7ea6\u675f\u3002\u8fd9\u786e\u4fdd\u4e86\u5b83\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u4ec5\u80fd\u901a\u8fc7\u7f16\u8bd1\uff0c\u8fd8\u7b26\u5408\u9879\u76ee\u7684\u6574\u4f53\u67b6\u6784\u548c\u8d28\u91cf\u8981\u6c42\u3002<\/li>\n
  • \u63d0\u4f9b\u4e86\u51b3\u7b56\u4f9d\u636e<\/strong>\uff1a\u5f53\u5b58\u5728\u591a\u79cd\u5b9e\u73b0\u8def\u5f84\u65f6\uff0c\u201c\u51b3\u7b56\u6846\u67b6\u201d\u90e8\u5206\u5f3a\u5236 AI \u4ece\u53ef\u6d4b\u8bd5\u6027\u3001\u53ef\u8bfb\u6027\u7b49\u591a\u4e2a\u7ef4\u5ea6\u8bc4\u4f30\u65b9\u6848\uff0c\u5e76\u4f5c\u51fa\u5408\u7406\u89e3\u91ca\u3002\u8fd9\u4f7f\u5f97\u5f00\u53d1\u8005\u80fd\u591f\u5feb\u901f\u5ba1\u67e5 AI \u7684\u6280\u672f\u9009\u578b\uff0c\u800c\u4e0d\u662f\u9762\u5bf9\u4e00\u4e2a\u96be\u4ee5\u7406\u89e3\u7684\u9ed1\u76d2\u3002<\/li>\n
  • \u5f3a\u8c03\u4e86\u6700\u7ec8\u8d28\u91cf<\/strong>\uff1a\u201c\u5b8c\u6210\u7684\u5b9a\u4e49\u201d\uff08Definition of Done\uff09\u6e05\u5355\u4f5c\u4e3a\u4e00\u4e2a\u8d28\u91cf\u95e8\u7981\uff0c\u786e\u4fdd\u4e86\u6bcf\u4e00\u9879\u4ea4\u4ed8\u6210\u679c\u90fd\u7ecf\u8fc7\u4e86\u5145\u5206\u7684\u6d4b\u8bd5\u548c\u9a8c\u8bc1\uff0c\u7b26\u5408\u9879\u76ee\u89c4\u8303\u3002<\/li>\n<\/ul>\n
    \u6700\u7ec8\uff0c\u5f00\u53d1\u8005\u4ecd\u9700\u5bf9 AI \u751f\u6210\u7684\u6bcf\u4e00\u884c\u4ee3\u7801\u8d1f\u8d23\u3002\u4eba\u5de5\u5ba1\u67e5\u662f\u4e0d\u53ef\u6216\u7f3a\u7684\u6700\u540e\u4e00\u9053\u9632\u7ebf\u3002\u800c\u8fd9\u4efd\u6307\u5357\u7684\u6700\u5927\u4ef7\u503c\uff0c\u5728\u4e8e\u5b83\u4f7f AI \u7684\u4ea7\u51fa\u66f4\u52a0\u8d34\u8fd1\u4eba\u7c7b\u4e13\u5bb6\u7684\u601d\u7ef4\u65b9\u5f0f\u548c\u5de5\u7a0b\u6807\u51c6\uff0c\u4ece\u800c\u6781\u5927\u5730\u7b80\u5316\u4e86\u5ba1\u67e5\u548c\u96c6\u6210\u7684\u8fc7\u7a0b\u3002<\/p>\n
     <\/p>\n
    \u4e2d\u6587\u63d0\u793a\u8bcd<\/h2>\n
    # \u5f00\u53d1\u6307\u5357\r\n## \u5f00\u53d1\u54f2\u5b66\r\n### \u6838\u5fc3\u4fe1\u5ff5\r\n- **\u6e10\u8fdb\u5f0f\u8fdb\u5c55\u4f18\u4e8e\u98a0\u8986\u5f0f\u521b\u65b0** - \u63d0\u4ea4\u5fae\u5c0f\u3001\u53ef\u901a\u8fc7\u6d4b\u8bd5\u7684\u53d8\u66f4\u3002\r\n- **\u4ece\u73b0\u6709\u4ee3\u7801\u4e2d\u5b66\u4e60** - \u5728\u52a8\u624b\u524d\uff0c\u5148\u7814\u7a76\u548c\u89c4\u5212\u3002\r\n- **\u52a1\u5b9e\u80dc\u8fc7\u6559\u6761** - \u9002\u5e94\u9879\u76ee\u73b0\u5b9e\u3002\r\n- **\u6e05\u6670\u610f\u56fe\u80dc\u8fc7\u5de7\u5999\u4ee3\u7801** - \u4fdd\u6301\u4ee3\u7801\u7684\u67af\u71e5\u548c\u76f4\u767d\u3002\r\n### \u7b80\u6d01\u7684\u542b\u4e49\r\n- \u6bcf\u4e2a\u51fd\u6570\/\u7c7b\u53ea\u627f\u62c5\u5355\u4e00\u804c\u8d23\u3002\r\n- \u907f\u514d\u8fc7\u65e9\u7684\u62bd\u8c61\u3002\r\n- \u4e0d\u800d\u5c0f\u806a\u660e - \u9009\u62e9\u6700\u201c\u65e0\u804a\u201d\u7684\u89e3\u51b3\u65b9\u6848\u3002\r\n- \u5982\u679c\u4f60\u7684\u4ee3\u7801\u9700\u8981\u89e3\u91ca\u624d\u80fd\u770b\u61c2\uff0c\u90a3\u5b83\u5c31\u592a\u590d\u6742\u4e86\u3002\r\n## \u5de5\u4f5c\u6d41\u7a0b\r\n### 1. \u89c4\u5212\u4e0e\u5206\u9636\u6bb5\r\n\u5c06\u590d\u6742\u7684\u5de5\u4f5c\u5206\u89e3\u4e3a 3-5 \u4e2a\u9636\u6bb5\uff0c\u5e76\u5728 `IMPLEMENTATION_PLAN.md` \u6587\u4ef6\u4e2d\u8bb0\u5f55\uff1a\r\n```markdown\r\n## \u9636\u6bb5 N: [\u9636\u6bb5\u540d\u79f0]\r\n**\u76ee\u6807**: [\u5177\u4f53\u7684\u53ef\u4ea4\u4ed8\u6210\u679c]\r\n**\u6210\u529f\u6807\u51c6**: [\u53ef\u6d4b\u8bd5\u7684\u7ed3\u679c]\r\n**\u6d4b\u8bd5**: [\u5177\u4f53\u7684\u6d4b\u8bd5\u7528\u4f8b]\r\n**\u72b6\u6001**: [\u672a\u5f00\u59cb | \u8fdb\u884c\u4e2d | \u5df2\u5b8c\u6210]\r\n```\r\n- \u968f\u7740\u4f60\u7684\u8fdb\u5c55\u66f4\u65b0\u72b6\u6001\u3002\r\n- \u6240\u6709\u9636\u6bb5\u5b8c\u6210\u540e\uff0c\u5220\u9664\u6b64\u6587\u4ef6\u3002\r\n### 2. \u5b9e\u73b0\u6d41\u7a0b\r\n1.  **\u7406\u89e3** - \u7814\u7a76\u4ee3\u7801\u5e93\u4e2d\u73b0\u6709\u7684\u6a21\u5f0f\u3002\r\n2.  **\u6d4b\u8bd5** - \u5148\u7f16\u5199\u6d4b\u8bd5\uff08\u7ea2\u706f\uff09\u3002\r\n3.  **\u5b9e\u73b0** - \u7f16\u5199\u6700\u5c11\u7684\u4ee3\u7801\u4ee5\u901a\u8fc7\u6d4b\u8bd5\uff08\u7eff\u706f\uff09\u3002\r\n4.  **\u91cd\u6784** - \u5728\u6d4b\u8bd5\u901a\u8fc7\u7684\u524d\u63d0\u4e0b\u6e05\u7406\u4ee3\u7801\u3002\r\n5.  **\u63d0\u4ea4** - \u63d0\u4ea4\u65f6\u9644\u5e26\u6e05\u6670\u7684\u3001\u5173\u8054\u5230\u8ba1\u5212\u7684\u6d88\u606f\u3002\r\n### 3. \u9677\u5165\u56f0\u5883\u65f6\uff08\u5c1d\u8bd53\u6b21\u540e\uff09\r\n**\u81f3\u5173\u91cd\u8981**\uff1a\u6bcf\u4e2a\u95ee\u9898\u6700\u591a\u5c1d\u8bd5 3 \u6b21\uff0c\u7136\u540e\u505c\u4e0b\u6765\u3002\r\n1.  **\u8bb0\u5f55\u5931\u8d25\u4e4b\u5904**\uff1a\r\n    -   \u4f60\u5c1d\u8bd5\u4e86\u4ec0\u4e48\u3002\r\n    -   \u5177\u4f53\u7684\u9519\u8bef\u4fe1\u606f\u3002\r\n    -   \u4f60\u8ba4\u4e3a\u5931\u8d25\u7684\u539f\u56e0\u3002\r\n2.  **\u7814\u7a76\u66ff\u4ee3\u65b9\u6848**\uff1a\r\n    -   \u5bfb\u627e 2-3\u4e2a \u7c7b\u4f3c\u7684\u5b9e\u73b0\u3002\r\n    -   \u6ce8\u610f\u5b83\u4eec\u4f7f\u7528\u7684\u4e0d\u540c\u65b9\u6cd5\u3002\r\n3.  **\u53cd\u601d\u6839\u672c\u95ee\u9898**\uff1a\r\n    -   \u5f53\u524d\u7684\u62bd\u8c61\u5c42\u6b21\u662f\u5426\u6b63\u786e\uff1f\r\n    -   \u8fd9\u4e2a\u95ee\u9898\u80fd\u5426\u62c6\u89e3\u6210\u66f4\u5c0f\u7684\u95ee\u9898\uff1f\r\n    -   \u662f\u5426\u6709\u4e00\u4e2a\u4ece\u6839\u672c\u4e0a\u66f4\u7b80\u5355\u7684\u529e\u6cd5\uff1f\r\n4.  **\u5c1d\u8bd5\u4e0d\u540c\u89d2\u5ea6**\uff1a\r\n    -   \u4f7f\u7528\u4e0d\u540c\u7684\u5e93\u6216\u6846\u67b6\u7279\u6027\uff1f\r\n    -   \u91c7\u7528\u4e0d\u540c\u7684\u67b6\u6784\u6a21\u5f0f\uff1f\r\n    -   \u662f\u5e94\u8be5\u79fb\u9664\u62bd\u8c61\uff0c\u800c\u4e0d\u662f\u589e\u52a0\u62bd\u8c61\uff1f\r\n## \u6280\u672f\u6807\u51c6\r\n### \u67b6\u6784\u539f\u5219\r\n-   **\u7ec4\u5408\u4f18\u4e8e\u7ee7\u627f** - \u4f7f\u7528\u4f9d\u8d56\u6ce8\u5165\u3002\r\n-   **\u9762\u5411\u63a5\u53e3\u800c\u975e\u5355\u4f8b** - \u4fdd\u8bc1\u53ef\u6d4b\u8bd5\u6027\u548c\u7075\u6d3b\u6027\u3002\r\n-   **\u663e\u5f0f\u4f18\u4e8e\u9690\u5f0f** - \u4fdd\u6301\u6e05\u6670\u7684\u6570\u636e\u6d41\u548c\u4f9d\u8d56\u5173\u7cfb\u3002\r\n-   **\u5c3d\u53ef\u80fd\u6d4b\u8bd5\u9a71\u52a8** - \u6c38\u8fdc\u4e0d\u8981\u7981\u7528\u6d4b\u8bd5\uff0c\u800c\u662f\u4fee\u590d\u5b83\u4eec\u3002\r\n### \u4ee3\u7801\u8d28\u91cf\r\n-   **\u6bcf\u4e00\u6b21\u63d0\u4ea4\u90fd\u5fc5\u987b**\uff1a\r\n    -   \u6210\u529f\u7f16\u8bd1\u3002\r\n    -   \u901a\u8fc7\u6240\u6709\u73b0\u6709\u6d4b\u8bd5\u3002\r\n    -   \u4e3a\u65b0\u529f\u80fd\u5305\u542b\u6d4b\u8bd5\u3002\r\n    -   \u9075\u5faa\u9879\u76ee\u7684\u683c\u5f0f\u5316\/\u4ee3\u7801\u89c4\u8303\u3002\r\n-   **\u63d0\u4ea4\u4e4b\u524d**\uff1a\r\n    -   \u8fd0\u884c\u683c\u5f0f\u5316\/\u4ee3\u7801\u89c4\u8303\u68c0\u67e5\u5de5\u5177\u3002\r\n    -   \u81ea\u884c\u5ba1\u67e5\u53d8\u66f4\u3002\r\n    -   \u786e\u4fdd\u63d0\u4ea4\u6d88\u606f\u89e3\u91ca\u4e86\u201c\u4e3a\u4ec0\u4e48\u201d\u8fd9\u4e48\u505a\u3002\r\n### \u9519\u8bef\u5904\u7406\r\n-   \u7528\u63cf\u8ff0\u6027\u7684\u4fe1\u606f\u5b9e\u73b0\u5feb\u901f\u5931\u8d25\uff08Fail Fast\uff09\u3002\r\n-   \u5728\u9519\u8bef\u4e2d\u5305\u542b\u6709\u52a9\u4e8e\u8c03\u8bd5\u7684\u4e0a\u4e0b\u6587\u3002\r\n-   \u5728\u9002\u5f53\u7684\u5c42\u7ea7\u5904\u7406\u9519\u8bef\u3002\r\n-   \u7edd\u4e0d\u9759\u9ed8\u5730\u541e\u6389\u5f02\u5e38\u3002\r\n## \u51b3\u7b56\u6846\u67b6\r\n\u5f53\u5b58\u5728\u591a\u79cd\u6709\u6548\u65b9\u6cd5\u65f6\uff0c\u57fa\u4e8e\u4ee5\u4e0b\u6807\u51c6\u8fdb\u884c\u9009\u62e9\uff1a\r\n1.  **\u53ef\u6d4b\u8bd5\u6027** - \u6211\u80fd\u8f7b\u677e\u6d4b\u8bd5\u8fd9\u4e2a\u65b9\u6848\u5417\uff1f\r\n2.  **\u53ef\u8bfb\u6027** - \u516d\u4e2a\u6708\u540e\uff0c\u6709\u4eba\u80fd\u770b\u61c2\u8fd9\u6bb5\u4ee3\u7801\u5417\uff1f\r\n3.  **\u4e00\u81f4\u6027** - \u8fd9\u662f\u5426\u7b26\u5408\u9879\u76ee\u7684\u65e2\u6709\u6a21\u5f0f\uff1f\r\n4.  **\u7b80\u6d01\u6027** - \u8fd9\u662f\u80fd\u89e3\u51b3\u95ee\u9898\u7684\u6700\u7b80\u5355\u7684\u65b9\u6848\u5417\uff1f\r\n5.  **\u53ef\u9006\u6027** - \u4ee5\u540e\u8981\u6539\u52a8\u8fd9\u4e2a\u51b3\u7b56\u6709\u591a\u96be\uff1f\r\n## \u9879\u76ee\u96c6\u6210\r\n### \u5b66\u4e60\u4ee3\u7801\u5e93\r\n-   \u627e\u5230 3 \u4e2a\u7c7b\u4f3c\u7684\u529f\u80fd\u6216\u7ec4\u4ef6\u3002\r\n-   \u8bc6\u522b\u901a\u7528\u7684\u6a21\u5f0f\u548c\u7ea6\u5b9a\u3002\r\n-   \u5c3d\u53ef\u80fd\u4f7f\u7528\u76f8\u540c\u7684\u5e93\u548c\u5de5\u5177\u3002\r\n-   \u9075\u5faa\u73b0\u6709\u7684\u6d4b\u8bd5\u6a21\u5f0f\u3002\r\n### \u5de5\u5177\u4f7f\u7528\r\n-   \u4f7f\u7528\u9879\u76ee\u73b0\u6709\u7684\u6784\u5efa\u7cfb\u7edf\u3002\r\n-   \u4f7f\u7528\u9879\u76ee\u73b0\u6709\u7684\u6d4b\u8bd5\u6846\u67b6\u3002\r\n-   \u4f7f\u7528\u9879\u76ee\u73b0\u6709\u7684\u683c\u5f0f\u5316\/\u4ee3\u7801\u89c4\u8303\u914d\u7f6e\u3002\r\n-   \u82e5\u65e0\u5145\u5206\u7406\u7531\uff0c\u4e0d\u8981\u5f15\u5165\u65b0\u5de5\u5177\u3002\r\n## \u8d28\u91cf\u95e8\u7981\r\n### \u201c\u5b8c\u6210\u201d\u7684\u5b9a\u4e49\r\n-   [ ] \u6d4b\u8bd5\u5df2\u7f16\u5199\u5e76\u901a\u8fc7\r\n-   [ ] \u4ee3\u7801\u9075\u5faa\u9879\u76ee\u7ea6\u5b9a\r\n-   [ ] \u6ca1\u6709\u683c\u5f0f\u5316\/\u4ee3\u7801\u89c4\u8303\u5de5\u5177\u7684\u8b66\u544a\r\n-   [ ] \u63d0\u4ea4\u6d88\u606f\u6e05\u6670\u660e\u786e\r\n-   [ ] \u5b9e\u73b0\u4e0e\u8ba1\u5212\u76f8\u7b26\r\n-   [ ] \u6ca1\u6709\u672a\u5173\u8054 issue \u7f16\u53f7\u7684 TODO \u6ce8\u91ca\r\n### \u6d4b\u8bd5\u51c6\u5219\r\n-   \u6d4b\u8bd5\u884c\u4e3a\uff0c\u800c\u4e0d\u662f\u6d4b\u8bd5\u5b9e\u73b0\u7ec6\u8282\u3002\r\n-   \u5982\u6709\u53ef\u80fd\uff0c\u6bcf\u4e2a\u6d4b\u8bd5\u53ea\u5305\u542b\u4e00\u4e2a\u65ad\u8a00\u3002\r\n-   \u4f7f\u7528\u6e05\u6670\u7684\u3001\u63cf\u8ff0\u573a\u666f\u7684\u6d4b\u8bd5\u540d\u79f0\u3002\r\n-   \u4f7f\u7528\u73b0\u6709\u7684\u6d4b\u8bd5\u5de5\u5177\u548c\u8f85\u52a9\u51fd\u6570\u3002\r\n-   \u6d4b\u8bd5\u5e94\u8be5\u662f\u786e\u5b9a\u6027\u7684\u3002\r\n## \u91cd\u8981\u63d0\u9192\r\n**\u7edd\u4e0d**\uff1a\r\n-   \u4f7f\u7528 `--no-verify` \u6765\u7ed5\u8fc7\u63d0\u4ea4\u94a9\u5b50\u3002\r\n-   \u7981\u7528\u6d4b\u8bd5\uff0c\u800c\u4e0d\u662f\u4fee\u590d\u5b83\u4eec\u3002\r\n-   \u63d0\u4ea4\u65e0\u6cd5\u7f16\u8bd1\u7684\u4ee3\u7801\u3002\r\n-   \u51ed\u7a7a\u5047\u8bbe - \u901a\u8fc7\u73b0\u6709\u4ee3\u7801\u6765\u9a8c\u8bc1\u3002\r\n**\u59cb\u7ec8**\uff1a\r\n-   \u6e10\u8fdb\u5f0f\u5730\u63d0\u4ea4\u53ef\u5de5\u4f5c\u7684\u4ee3\u7801\u3002\r\n-   \u968f\u65f6\u66f4\u65b0\u8ba1\u5212\u6587\u6863\u3002\r\n-   \u4ece\u73b0\u6709\u7684\u5b9e\u73b0\u4e2d\u5b66\u4e60\u3002\r\n-   \u5c1d\u8bd5 3 \u6b21\u5931\u8d25\u540e\u505c\u4e0b\u6765\u91cd\u65b0\u8bc4\u4f30\u3002\r\n<\/code><\/pre>\n
     <\/p>\n","protected":false},"excerpt":{"rendered":"
    \u968f\u7740\u00a0Claude Code\u00a0\u548c\u00a0GitHub Copilot\u00a0\u7b49\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u7f16\u7801\u52a9\u624b\u65e5\u76ca\u666e\u53ca\uff0c\u8f6f\u4ef6\u5f00\u53d1\u7684\u5de5\u4f5c\u6d41\u6b63\u5728\u7ecf\u5386\u4e00\u573a\u53d8\u9769\u3002\u8fd9\u4e9b\u5de5\u5177\u6781\u5927\u5730\u7f29\u77ed\u4e86\u4ece\u60f3\u6cd5\u5230\u5b9e\u73b0\u7684\u65f6\u95f4\uff0c\u8ba9\u8fc7\u53bb\u56e0\u8017\u65f6\u800c\u6401\u7f6e\u7684\u9879\u76ee\u5f97\u4ee5\u5feb\u901f\u63a8\u8fdb\u3002 \u7136\u800c\uff0cAI \u751f\u6210\u7684\u4ee3…<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":true,"template":"","format":"standard","meta":{"footnotes":""},"categories":[18],"tags":[23],"class_list":["post-35229","post","type-post","status-publish","format-standard","hentry","category-prompts","tag-daima"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts\/35229","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/comments?post=35229"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts\/35229\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/media?parent=35229"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/categories?post=35229"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/tags?post=35229"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}