cheat-on-content
给所有想把"感觉"变成可校准预测的内容创作者。**方法论通用**——打分 → 盲预测 → T+3d 复盘 → 进化 rubric 的循环适用任何能被量化(播放 / 阅读 / 收听 / 点击)的内容。**rubric 是循环的内容,不是循环本身**——当前内置一份观点视频 rubric(参考博主 25+…
Production deployment principles and decision-making. Safe deployment workflows, rollback strategies, and verification. Teaches thinking, not scripts.
$ npx -y skills add LiHongwei-cn/lihongwei-cn --skill deployment-procedures --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/deployment-proceduresContext preview
The summary Claude sees to decide when to auto-load this skill.
Production deployment principles and decision-making. Safe deployment workflows, rollback strategies, and verification. Teaches thinking, not scripts.
name: deployment-procedures description: "Production deployment principles and decision-making. Safe deployment workflows, rollback strategies, and verification. Teaches thinking, not scripts." risk: critical source: community date_added: "2026-02-27"
> Deployment principles and decision-making for safe production releases. > **Learn to THINK, not memorize scripts.**
---
This skill teaches **deployment principles**, not bash scripts to copy.
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What are you deploying?
│
├── Static site / JAMstack
│ └── Vercel, Netlify, Cloudflare Pages
│
├── Simple web app
│ ├── Managed → Railway, Render, Fly.io
│ └── Control → VPS + PM2/Docker
│
├── Microservices
│ └── Container orchestration
│
└── Serverless
└── Edge functions, Lambda| Platform | Deployment Method | |----------|------------------| | **Vercel/Netlify** | Git push, auto-deploy | | **Railway/Render** | Git push or CLI | | **VPS + PM2** | SSH + manual steps | | **Docker** | Image push + orchestration | | **Kubernetes** | kubectl apply |
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| Category | What to Check | |----------|--------------| | **Code Quality** | Tests passing, linting clean, reviewed | | **Build** | Production build works, no warnings | | **Environment** | Env vars set, secrets current | | **Safety** | Backup done, rollback plan ready |
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1. PREPARE └── Verify code, build, env vars 2. BACKUP └── Save current state before changing 3. DEPLOY └── Execute with monitoring open 4. VERIFY └── Health check, logs, key flows 5. CONFIRM or ROLLBACK └── All good? Confirm. Issues? Rollback.
| Phase | Principle | |-------|-----------| | **Prepare** | Never deploy untested code | | **Backup** | Can't rollback without backup | | **Deploy** | Watch it happen, don't walk away | | **Verify** | Trust but verify | | **Confirm** | Have rollback trigger ready |
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| Check | Why | |-------|-----| | **Health endpoint** | Service is running | | **Error logs** | No new errors | | **Key user flows** | Critical features work | | **Performance** | Response times acceptable |
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| Symptom | Action | |---------|--------| | Service down | Rollback immediately | | Critical errors | Rollback | | Performance >50% degraded | Consider rollback | | Minor issues | Fix forward if quick |
| Platform | Rollback Method | |----------|----------------| | **Vercel/Netlify** | Redeploy previous commit | | **Railway/Render** | Rollback in dashboard | | **VPS + PM2** | Restore backup, restart | | **Docker** | Previous image tag | | **K8s** | kubectl rollout undo |
1. **Speed over perfection**: Rollback first, debug later 2. **Don't compound errors**: One rollback, not multiple changes 3. **Communicate**: Tell team what happened 4. **Post-mortem**: Understand why after stable
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| Strategy | How It Works | |----------|--------------| | **Rolling** | Replace instances one by one | | **Blue-Green** | Switch traffic between environments | | **Canary** | Gradual traffic shift |
| Scenario | Strategy | |----------|----------| | Standard release | Rolling | | High-risk change | Blue-green (easy rollback) | | Need validation | Canary (test with real traffic) |
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1. **Assess**: What's the symptom? 2. **Quick fix**: Restart if unclear 3. **Rollback**: If restart doesn't help 4. **Investigate**: After stable
| Check | Common Issues | |-------|--------------| | **Logs** | Errors, exceptions | | **Resources** | Disk full, memory | | **Network** | DNS, firewall | | **Dependencies** | Database, APIs |
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| ❌ Don't | ✅ Do | |----------|-------| | Deploy on Friday | Deploy early in week | | Rush deployment | Follow the process | | Skip staging | Always test first | | Deploy without backup | Backup before deploy | | Walk away after deploy | Monitor for 15+ min | | Multiple changes at once | One change at a time |
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Before deploying:
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1. **Small, frequent deploys** over big releases 2. **Feature flags** for risky changes 3. **Automate** repetitive steps 4. **Document** every deployment 5. **Review** what went wrong after issues 6. **Test rollback** before you need it
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> **Remember:** Every deployment is a risk. Minimize risk through preparation, not speed.
This skill is applicable to execute the workflow or actions described in the overview.
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Repo: LiHongwei-cn/lihongwei-cn
给所有想把"感觉"变成可校准预测的内容创作者。**方法论通用**——打分 → 盲预测 → T+3d 复盘 → 进化 rubric 的循环适用任何能被量化(播放 / 阅读 / 收听 / 点击)的内容。**rubric 是循环的内容,不是循环本身**——当前内置一份观点视频 rubric(参考博主 25+…
提议并执行 rubric 或 bucket 升级。两种模式:**完整 rubric bump**(最高风险动作,5 步强制 + 跨模型审核)和 **--bucket-only 轻量重校**(只换 bucket 边界,不动 rubric 公式)。**Phase 2 强制走 cheat-score-blind…
cheat-on-content 的首次 onboarding 与脚手架创建器。统一流程——所有用户都走相同 5 阶段闭环,唯一区别是"发过视频的人"会在 init 时多一步:抓取已有视频建立历史 context(用于后续 cheat-seed 给更贴合的选题、更准的…
从对标账号导入 script + 数据 → 拆 pattern + 派生 base rubric 信号 → 写到 benchmark.md / script_patterns.md / rubric_notes.md。**这是工具最早期信号的来源**——cold-start…
把老用户的 .cheat-state.json 升级到当前 schema_version。读 migrations/registry.md 算迁移链,按顺序应用每一步迁移文件。幂等:跑两次结果一样。失败停在中间版本不前进。触发词:"迁移"/"升级 state"/"migrate"/"我的 state…
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