durable

Installation
SKILL.md

Durable Execution Assistant | 持久執行助手

Guide fault-tolerant workflow design with automatic recovery, checkpoints, and retry strategies.

引導容錯工作流程設計,包含自動恢復、檢查點與重試策略。

Usage | 使用方式

Command Purpose 用途
/durable Start interactive failure recovery guide 啟動互動式故障恢復引導
/durable --checkpoint Design checkpoint strategy 設計檢查點策略
/durable --retry Configure retry policies 配置重試策略
/durable --rollback Plan rollback procedures 規劃回滾程序
/durable <workflow> Analyze specific workflow for durability 分析特定工作流的持久性

Core Concepts | 核心概念

Concept Definition 定義
Checkpoint Save execution state at known-good points 在已知正確的位置儲存執行狀態
Retry Automatically re-attempt failed operations 自動重新嘗試失敗的操作
Rollback Revert to last known-good state on failure 失敗時回復到上一個已知正確狀態
Idempotency Operations produce same result on re-execution 操作重新執行時產生相同結果
Circuit Breaker Stop retries when failure rate exceeds threshold 失敗率超過閾值時停止重試

Failure Recovery Decision Tree | 故障恢復決策樹

Failure detected
├── Is it transient? (network, timeout)
│   ├── Yes → Retry with backoff
│   └── No → Is state corrupted?
│       ├── Yes → Rollback to checkpoint
│       └── No → Is it a logic error?
│           ├── Yes → Stop, report, fix code
│           └── No → Escalate with diagnostics

Retry Strategy Guide | 重試策略指南

Strategy When to Use Config 使用時機
Immediate Rare glitches, fast ops max 2 retries 罕見故障、快速操作
Exponential Backoff Network/API calls base 1s, max 30s 網路/API 呼叫
Circuit Breaker Downstream service issues threshold 50%, window 60s 下游服務問題
Dead Letter Unrecoverable after retries max 5 retries then queue 重試後仍不可恢復

Checkpoint Granularity | 檢查點粒度

Granularity Use Case 使用場景
Per-step Long pipelines (> 5 steps) 長管線(> 5 步驟)
Per-batch Bulk data processing 批量資料處理
Per-phase Multi-phase workflows 多階段工作流程
Start/End Short, atomic operations 短暫的原子操作

Workflow | 工作流程

  1. DETECT - Identify failure type and scope
  2. DIAGNOSE - Determine root cause category
  3. RECOVER - Apply appropriate recovery strategy
  4. VERIFY - Confirm system state is consistent
  5. RESUME - Continue from last checkpoint

  1. 偵測 - 識別故障類型與範圍
  2. 診斷 - 判定根本原因類別
  3. 恢復 - 套用適當的恢復策略
  4. 驗證 - 確認系統狀態一致
  5. 繼續 - 從上一個檢查點繼續

Usage Examples | 使用範例

User: /durable deploy-pipeline
AI: Analyzing deploy-pipeline for durability...
    Steps: build → test → deploy → verify
    Risk: deploy step has no rollback strategy.
    Recommendation: Add checkpoint after test,
    configure rollback for deploy using blue-green strategy.

Next Steps Guidance | 下一步引導

After /durable completes, the AI assistant should suggest:

持久性分析完成。建議下一步 / Durability analysis complete. Suggested next steps:

  • 執行 /methodology 選擇適合的開發方法論 ⭐ Recommended / 推薦 — Choose suitable methodology
  • 執行 /commit 提交持久化設計變更 — Commit durability design changes

Version History | 版本歷史

Version Date Changes 變更
1.0.0 2026-03-24 Initial release 初始版本

AI Agent Behavior | AI 代理行為

完整的 AI 行為定義請參閱對應的命令文件:/durable

For complete AI agent behavior definition, see the corresponding command file: /durable

License | 授權

CC BY 4.0

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Installs
2
GitHub Stars
64
First Seen
Mar 28, 2026