version: "1.0.1" name: validate_runtime_10 description: > FlashSquirrel 10-Layer Dynamic Validation System (Sigma Scale). Ensures environment consistency, dynamic stability, and goal fulfillment. Triggers: "runtime check", "sigma", "10層驗證", "stability audit" allowed-tools:

• Read
• Bash
• Grep
• Glob

user-invocable: true context: fork

FlashSquirrel 10-Layer Dynamic Validation Skill (Sigma / 動態)

專業級系統穩定性驗證系統。專注於「Sigma 動態量表」(L18-L27) 的自動化檢測。

Usage

python3 scripts/validate_runtime_10.py

Sigma-10 Validation Checklist

Group 5: L18-L20 環境地基驗證 (Infrastructure)

L18: 執行路徑鎖定 (Runtime Consistency)

檢核點: 驗證 VENV 與 Python 解釋器路徑的一致性。 Check: Verify sys.executable matches project venv. Pass: VENV active and correct. Fail: "VENV 衝突或未激活".

L19: 外部資源握手 (Resource Handshake)

What: API Key & dependency connectivity (including Cookie/Session tokens). Check: ping/mock call to Gemini/DB + validate browser cookie strings. Pass: All external resources and auth tokens verified. Fail: "API、資料庫或認證令牌失效".

L20: 持久化與 IO 權限 (IO Guard)

What: File system write permissions. Check: Attempt write to restricted path (e.g., iCloud/Processed folder). Pass: Write success. Fail: "權限不足，無法寫入資料".

Group 6: L21-L24 邏輯抗壓驗證 (Resilience)

L21: 併發狀態安全 (State Safety)

What: Race condition protection. Check: Async lock or queue logic presence. Pass: Safeguards detected. Fail: "缺少併發鎖或競態防修護".

L22: 異常退避與自癒 (Backoff Strategy)

What: Retry logic and Anti-Bot Fallback. Check: Presence of retry loops AND human-in-the-loop fallback (e.g., cookie pasting UI). Pass: Automated backoff verified AND manual override available. Fail: "系統在攔截點死掉且無手動授權機制".

L23: 數據畸變抗性 (Anomaly Tolerance)

What: Handling malformed data/emojis. Check: Logic for character encoding or fuzzy matching. Pass: Robustness verified. Fail: "數據容錯性低".

L24: 跨服務語義同步 (Service Sync)

What: Metadata consistency (Local vs Cloud). Check: .notebook_map.json or equivalent sync log. Pass: States match. Fail: "本地與遠端狀態不同步".

Group 7: L25-L27 終極交付驗證 (Goal Fulfillment)

L25: 產品級交互驗證 (Contract Alignment)

What: Aesthetic and UI/CLI output quality. Check: Output format matches spec (e.g., Emoji titles). Pass: Visual/Textual alignment.

L26: 元數據記憶持久化 (Memory Lock)

What: Persistence after reboot. Check: Check if mapping file survived session. Pass: Persistent memory ok.

L27: 終極目標達成度 (Goal Satisfaction)

What: E2E business value fulfillment. Check: Does the report exist? Was the folder renamed? Pass: Core objective achieved.

Output Format

Similar to BlueMouse 17-Layer, reports scores for Group 5-7.

Part of the FlashSquirrel v2.1 Industrial Suite