productivity by asgard-ai-platform
數位轉型執行工具箱（Digital Transformation Playbook） asgard-ai-platform/ops-digital-transformation
Digital-transformation execution playbook: maturity assessment, transformation roadmap, Operating Model redesign, PMO and transformation governance, data/AI platform deployment, process digitization, organizational agility, digital talent, and change management.
What it changes View full report → Passed 18 of 22 test cases with the skill, and 15 of 22 without it.
Without skill 68%
With skill 82%
Checks it passed that the model alone missed and 1 more in the full report
3 fixed15 passed either way4 still failing0 broke
Pass-rate lift +14 pp
Tokens +151%
Agent turns 0%
Response time +24% Model gemini-3.6-flashMeasured 8/28/2026 v1 18 of 22 cases passed with skill
Use this skill Claude Code DecimalAI agent CLI & files
Save it into your project's skills folder. Claude Code picks it up in its next session.
curl -fsSL --create-dirs -o .claude/skills/asgard-ai-platform-ops-digital-transformation/SKILL.md https://app.decimal.ai/s/asgard-ai-platform-ops-digital-transformation/SKILL.md Copy command Copy SKILL.md
Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add asgard-ai-platform-ops-digital-transformation, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"
Linked stays up to date: your agents get the author's new versions automatically.
Editable copy is yours to change; the author's updates won't reach it.
Install linked skill Create editable copy
1 · One-time — install the CLI (
docs ↗ )
$ pip install "decimalai>=0.15"Copy
2 · Get the skill — writes .agents/skills/asgard-ai-platform-ops-digital-transformation/ and pins it in .decimal/skills.lock
$ decimalai skills add asgard-ai-platform-ops-digital-transformationCopy
Copy link Copy README badge Copy SKILL.md No CLI? Get the same file — curl · raw file $ curl -fsSL --create-dirs -o .claude/skills/asgard-ai-platform-ops-digital-transformation/SKILL.md https://app.decimal.ai/s/asgard-ai-platform-ops-digital-transformation/SKILL.mdCopy
Safety checks: 3 of 3 passed
Code scan Clean Intent Passed Content Clean
Overview Benchmark Contents Activity Versions 1 Ratings 0
See it in action One of 3 test cases the skill fixed. Same model, same prompt, with and without the skill.
Prompt 我們是一家成立 30 年的老牌機械零組件製造廠商，近期面臨國際供應鏈要求智慧製造與淨零碳排壓力，且內部內部二代接班與技術人才斷層並存。董事長希望能正式啟動全公司營運模式重設。請為我們產出完整的「數位轉型藍圖」報告，輸出結構須包含：轉型動因分析（Why）、跨支柱成熟度與差距對照表、轉型主軸與三年目標（What）、三階段執行路線圖（How）、治理與 PMO 設計、營運模式與組織人才重構、財務投資與 ROI 預估、以及潛在風險與組織阻抗處置。
What was checked, without and with the skill Checked Without skill With skill Classifies DX maturity across the standard levels L1 through L5. Evaluates current maturity across six core pillars including Customer Experience. Formats the output using standard Markdown section headings starting with a level-1 title for the transformation blueprint.
Show both answers
What's inside The instructions your model reads when the skill loads.
SKILL.md 489 lines 7 files
數位轉型執行工具箱（Digital Transformation Playbook）
定位
「數位轉型」在企業中最常見的失敗模式：
做了很多專案、沒有轉型 買了很多系統、員工不用 喊了三年口號、數字沒動 成立 DX 辦公室、事業部不甩
本 skill 的核心主張：DX 是「營運模式重設」（Operating Model Reset），不是「IT 系統升級」 。
三個常見誤解澄清
不是 ：把既有流程電子化（那是數位化，Digitization）不是 ：上雲、導 AI、換 ERP（那是技術專案）是 ：用數位能力重塑商業邏輯、組織結構、人才、客戶體驗的一體性變革
與相近 Asgard skill 的邊界 ：
grad-digital-transformation — DX 學理（定義、類型、成熟度研究）grad-sociotechnical — 社會技術系統理論grad-tam-utaut — 科技接受模型（個人層）data-* skills — 資料分析工具本 skill — DX 的執行治理與營運模式設計
何時使用
觸發條件
執行長委託 DX 藍圖設計
成熟度評估與標竿對照
轉型辦公室（DX Office / PMO）組建
資料平台 / AI 平台規劃
核心系統（ERP、CRM、MES、HRIS）升級決策
傳統產業的數位化轉型
客戶體驗數位化
DX 組織阻抗的診斷
EMBA 資管、營運、策略、組織變革課程個案
不適用
單一 IT 專案規劃 → 需特定技術文件
AI 模型設計 → 需技術團隊
When it activates Automatically, when a task matches.
Use for DX roadmap design, transformation governance (CDO/PMO/Steering Committee), data/AI/cloud platform planning, ERP or core-system upgrade, traditional-industry digitization, or DX organizational resistance. Triggers: 『DX 從哪開始』『數位長』『
Track record Benchmark 18 / 22
test cases passed, vs 15 / 22 without
Adoption
Users 0
Times used 0 View activity → Safety and source details
SkillSafety ✓ 3 of 3 passed ✓ Code scan 15 of 15 checks clean
0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026
View 15 scanner checks live_secret remote_code_execution reverse_shell data_exfiltration ssrf_metadata agent_snooping anti_refusal destructive_commands obfuscated_unicode unicode_homoglyph opaque_blob suspicious_url tool_overreach trigger_abuse prompt_injection_phrasing
✓ Intent Safe
LLM judge · does the skill do what it claims
✓ Content Clean
LLM judge · policy & harmful-content review
Source Imported License MITImported 8/3/2026Version v1Bundled 6 files