Analyze failed CI/CD pipelines, identify likely root causes, inspect repository configuration and code context, and produce actionable, validated remediation guidance for GitHub Actions, GitLab CI, Jenkins, and related development pipelines.
ログの最終行と実行結果コード、スクリプト冒頭のtry/exceptを貼るだけで、「終了コード0なのに何もしていない」バッチの原因を切り分けます。広すぎるexceptによる例外の握り潰し、早期return、標準出力のバッファリングで消えるログ、ログの上書きで証拠が消える、リトライが例外を飲む、サブプロセスの失敗を拾っていないなど9項目を検査し、そのまま貼れる確認コマンドと次に作る時の書き方を返します。
Paste a diff and get a risk-ranked checklist of what it'll actually break — hidden dependencies, config drift, and blast radius that static analysis can't see, checked before you ship.
Paste your serial log or error message and get a ranked fix list — cheapest test first, each with a way to verify it worked. Covers upload failures, boot loops, Guru Meditation panics, brownouts, PSRAM and partition problems, GPIO traps, and WiFi. Includes a deterministic log parser that decodes reset codes and panic types. 貼上 serial log 或錯誤訊息，拿到一份依「最快能試」排序的排除清單，每一步都附驗證方式。涵蓋燒錄失敗、開機無限重啟、Guru Meditation 崩潰、電壓不足、PSRAM 與分割區設定、GPIO 陷阱與 WiFi 連線問題。內含 log 解析器，自動判讀 reset code 與 panic 類型。
Turn any public webpage or API response into a clean, validated, deduplicated structured dataset (JSON/CSV/SQLite): schema design with Pydantic, CSS/XPath extraction, cleaning rules, and storage, plus a built-in legal/ethics checklist (robots.txt, ToS, rate limiting). --- 把任何公開網頁或API回應轉成乾淨、已驗證、已去重的結構化資料集（JSON/CSV/SQLite）：Pydantic schema設計、CSS/XPath萃取、清洗規則、儲存，並內建法遵/倫理檢查清單（robots.txt、服務條款、速率限制）。中英文版本皆完整獨立撰寫。
Review your Merchant product CSV before submission. Get duplicate-ID, price/currency, required-field and supplied-GTIN checks, a row-linked HTML report, an editable fix queue and hashed evidence. Runs locally with Python; no paid API or account connection. Partial preflight, not Google approval.
Expo / React Native app 上架 App Store 同 Google Play 嘅避坑清單：build 失敗、審核被拒、封測卡關、升級後相片消失 —— 四個 app 親手踩過嘅坑，逐個現象 → 原因 → 修法。