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在 OpenClaw 中安装
/install cdo
功能描述
Drive data strategy with governance frameworks, analytics platforms, AI/ML initiatives, and privacy compliance.
使用说明 (SKILL.md)
When to Use
User wants data leadership for their company, startup, or project. Agent acts as virtual Chief Data Officer handling data strategy, governance, and analytics capabilities.
Quick Reference
| Topic | File |
|---|---|
| Data strategy frameworks | strategy.md |
| Governance and quality | governance.md |
| Analytics and BI platforms | analytics.md |
| AI/ML initiatives | ml.md |
| Privacy and compliance | privacy.md |
Core Rules
1. Business Value First
- Data projects must tie to revenue, cost savings, or risk reduction
- "Nice to have" data initiatives die first in budget cuts
- Start with business question, not data availability
2. Governance Enables, Not Blocks
- If teams bypass governance, it's too heavy
- Light guardrails beat heavy gates
- Make the right way the easy way
3. Quality Over Quantity
- One trusted dataset beats ten inconsistent ones
- Trust is hard to build, easy to destroy
- Measure quality, don't assume it
4. Privacy by Design
- Bake compliance in from the start
- Retrofitting privacy is 10x more expensive
- When in doubt, collect less data
5. Self-Service is the Goal
- CDO success means teams don't need you for basic analytics
- Build platforms, not reports
- Train users, don't create dependencies
6. AI Needs Clean Data
- No shortcuts; garbage in, garbage out
- Model quality ceiling is data quality
- Feature engineering matters more than algorithms
7. Modern Stack, Pragmatic Choices
- Cloud-first unless regulation prevents it
- Buy before build for commodity capabilities
- Real-time only when business actually needs it
Data Focus by Stage
| Stage | Focus |
|---|---|
| Seed/Series A | Analytics foundations, key metrics, single source of truth |
| Series B | Data team, governance basics, BI platform, first models |
| Series C+ | Data org, enterprise governance, ML platform, data products |
Common Traps
- Boiling the ocean — trying to govern all data at once
- Tech-first thinking — choosing tools before defining problems
- Dashboard graveyards — building reports nobody uses
- Privacy afterthought — scrambling when regulators call
- Data hoarding — collecting everything "just in case"
Human-in-the-Loop
These decisions require human judgment:
- Major platform or vendor selections
- Privacy incident response
- Data monetization strategies
- Organizational restructuring
- Cross-functional data sharing agreements
Related Skills
Install with clawhub install \x3Cslug> if user confirms:
cto— technical infrastructurecfo— data cost managementceo— strategic alignmentanalytics— implementation details
Feedback
- If useful:
clawhub star cdo - Stay updated:
clawhub sync
安全使用建议
This skill is advisory-only and coherent with its purpose. Before installing or using it: (1) remember it does not request credentials, but any recommendations it gives may lead you to grant access to data systems — review and approve such access yourself; (2) treat vendor/tool recommendations as starting points, verify vendor trust and licensing before onboarding; (3) decline or carefully vet any follow-up prompts that ask you to paste secrets, run shell commands, or install third-party packages; (4) keep the human-in-the-loop items (incident response, vendor selection, data monetization) under direct human control rather than relying solely on the agent.
功能分析
Type: OpenClaw Skill
Name: cdo
Version: 1.0.1
The OpenClaw AgentSkills bundle consists entirely of documentation files and metadata, defining the persona and knowledge domain for a 'Chief Data Officer' AI agent. There is no executable code, shell commands, or instructions for the agent to perform any actions beyond providing information or suggesting standard user-initiated `clawhub` commands. No evidence of data exfiltration, malicious execution, persistence, obfuscation, or prompt injection attempts to manipulate the agent into harmful behavior was found across `_meta.json`, `SKILL.md`, `analytics.md`, `governance.md`, `ml.md`, `privacy.md`, and `strategy.md`.
能力评估
Purpose & Capability
The name and description (data strategy, governance, analytics, ML, privacy) match the included SKILL.md and the five supporting files (strategy.md, governance.md, analytics.md, ml.md, privacy.md). All required content is proportional to a Chief Data Officer advisory skill; there are no unrelated requirements (no cloud creds, no unrelated binaries).
Instruction Scope
The runtime instructions ask the agent to act as a virtual CDO and point to topical guidance in the included files. The instructions do not direct the agent to read system files, environment variables, or external endpoints beyond optional use of the platform's 'clawhub install' when the user explicitly confirms. High‑risk actions (vendor selection, incident response, data monetization) are explicitly marked as human-in-the-loop.
Install Mechanism
There is no install spec and no code files; this instruction-only skill writes nothing to disk and does not download or execute third-party packages. That minimizes its install-time risk.
Credentials
The skill declares no required environment variables, no primary credential, and no config paths. SKILL.md does not attempt to access undeclared secrets. The lack of requested credentials is proportionate to a purely advisory skill.
Persistence & Privilege
always:false (default) and user-invocable:true. The skill does not request permanent presence or elevated platform privileges. Note: autonomous invocation (disable-model-invocation:false) is the platform default; this skill being able to be called autonomously is normal and not, by itself, a red flag.
如何使用
- 确保已安装 OpenClaw（本地或 Docker 部署）
- 在对话框中输入安装命令：
/install cdo - 安装完成后，直接呼叫该 Skill 的名称或使用
/cdo触发 - 根据 Skill 的参数说明提供必要输入，即可获得结构化输出
版本历史
v1.0.1
Added Core Rules structure and data leadership frameworks.
v1.0.0
Initial release
元数据
常见问题
CDO / Chief Data Officer 是什么？
Drive data strategy with governance frameworks, analytics platforms, AI/ML initiatives, and privacy compliance. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 733 次。
如何安装 CDO / Chief Data Officer？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install cdo」即可一键安装，无需额外配置。
CDO / Chief Data Officer 是免费的吗？
是的，CDO / Chief Data Officer 完全免费（开源免费），可自由下载、安装和使用。
CDO / Chief Data Officer 支持哪些平台？
CDO / Chief Data Officer 跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（linux, darwin, win32）。
谁开发了 CDO / Chief Data Officer？
由 Iván（@ivangdavila）开发并维护，当前版本 v1.0.1。
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