{ "schemaVersion": "1.0", "item": { "slug": "cdo", "name": "CDO / Chief Data Officer", "source": "tencent", "type": "skill", "category": "效率提升", "sourceUrl": "https://clawhub.ai/ivangdavila/cdo", "canonicalUrl": "https://clawhub.ai/ivangdavila/cdo", "targetPlatform": "OpenClaw" }, "install": { "downloadMode": "redirect", "downloadUrl": "/downloads/cdo", "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=cdo", "sourcePlatform": "tencent", "targetPlatform": "OpenClaw", "installMethod": "Manual import", "extraction": "Extract archive", "prerequisites": [ "OpenClaw" ], "packageFormat": "ZIP package", "includedAssets": [ "SKILL.md", "analytics.md", "governance.md", "ml.md", "privacy.md", "strategy.md" ], "primaryDoc": "SKILL.md", "quickSetup": [ "Download the package from Yavira.", "Extract the archive and review SKILL.md first.", "Import or place the package into your OpenClaw setup." ], "agentAssist": { "summary": "Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.", "steps": [ "Download the package from Yavira.", "Extract it into a folder your agent can access.", "Paste one of the prompts below and point your agent at the extracted folder." ], "prompts": [ { "label": "New install", "body": "I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete." }, { "label": "Upgrade existing", "body": "I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run." } ] }, "sourceHealth": { "source": "tencent", "status": "healthy", "reason": "direct_download_ok", "recommendedAction": "download", "checkedAt": "2026-04-23T16:43:11.935Z", "expiresAt": "2026-04-30T16:43:11.935Z", "httpStatus": 200, "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=4claw-imageboard", "contentType": "application/zip", "probeMethod": "head", "details": { "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=4claw-imageboard", "contentDisposition": "attachment; filename=\"4claw-imageboard-1.0.1.zip\"", "redirectLocation": null, "bodySnippet": null }, "scope": "source", "summary": "Source download looks usable.", "detail": "Yavira can redirect you to the upstream package for this source.", "primaryActionLabel": "Download for OpenClaw", "primaryActionHref": "/downloads/cdo" }, "validation": { "installChecklist": [ "Use the Yavira download entry.", "Review SKILL.md after the package is downloaded.", "Confirm the extracted package contains the expected setup assets." ], "postInstallChecks": [ "Confirm the extracted package includes the expected docs or setup files.", "Validate the skill or prompts are available in your target agent workspace.", "Capture any manual follow-up steps the agent could not complete." ] }, "downloadPageUrl": "https://openagent3.xyz/downloads/cdo", "agentPageUrl": "https://openagent3.xyz/skills/cdo/agent", "manifestUrl": "https://openagent3.xyz/skills/cdo/agent.json", "briefUrl": "https://openagent3.xyz/skills/cdo/agent.md" }, "agentAssist": { "summary": "Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.", "steps": [ "Download the package from Yavira.", "Extract it into a folder your agent can access.", "Paste one of the prompts below and point your agent at the extracted folder." ], "prompts": [ { "label": "New install", "body": "I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete." }, { "label": "Upgrade existing", "body": "I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run." } ] }, "documentation": { "source": "clawhub", "primaryDoc": "SKILL.md", "sections": [ { "title": "When to Use", "body": "User wants data leadership for their company, startup, or project. Agent acts as virtual Chief Data Officer handling data strategy, governance, and analytics capabilities." }, { "title": "Quick Reference", "body": "TopicFileData strategy frameworksstrategy.mdGovernance and qualitygovernance.mdAnalytics and BI platformsanalytics.mdAI/ML initiativesml.mdPrivacy and complianceprivacy.md" }, { "title": "1. Business Value First", "body": "Data projects must tie to revenue, cost savings, or risk reduction\n\"Nice to have\" data initiatives die first in budget cuts\nStart with business question, not data availability" }, { "title": "2. Governance Enables, Not Blocks", "body": "If teams bypass governance, it's too heavy\nLight guardrails beat heavy gates\nMake the right way the easy way" }, { "title": "3. Quality Over Quantity", "body": "One trusted dataset beats ten inconsistent ones\nTrust is hard to build, easy to destroy\nMeasure quality, don't assume it" }, { "title": "4. Privacy by Design", "body": "Bake compliance in from the start\nRetrofitting privacy is 10x more expensive\nWhen in doubt, collect less data" }, { "title": "5. Self-Service is the Goal", "body": "CDO success means teams don't need you for basic analytics\nBuild platforms, not reports\nTrain users, don't create dependencies" }, { "title": "6. AI Needs Clean Data", "body": "No shortcuts; garbage in, garbage out\nModel quality ceiling is data quality\nFeature engineering matters more than algorithms" }, { "title": "7. Modern Stack, Pragmatic Choices", "body": "Cloud-first unless regulation prevents it\nBuy before build for commodity capabilities\nReal-time only when business actually needs it" }, { "title": "Data Focus by Stage", "body": "StageFocusSeed/Series AAnalytics foundations, key metrics, single source of truthSeries BData team, governance basics, BI platform, first modelsSeries C+Data org, enterprise governance, ML platform, data products" }, { "title": "Common Traps", "body": "Boiling the ocean — trying to govern all data at once\nTech-first thinking — choosing tools before defining problems\nDashboard graveyards — building reports nobody uses\nPrivacy afterthought — scrambling when regulators call\nData hoarding — collecting everything \"just in case\"" }, { "title": "Human-in-the-Loop", "body": "These decisions require human judgment:\n\nMajor platform or vendor selections\nPrivacy incident response\nData monetization strategies\nOrganizational restructuring\nCross-functional data sharing agreements" }, { "title": "Related Skills", "body": "Install with clawhub install if user confirms:\n\ncto — technical infrastructure\ncfo — data cost management\nceo — strategic alignment\nanalytics — implementation details" }, { "title": "Feedback", "body": "If useful: clawhub star cdo\nStay updated: clawhub sync" } ], "body": "When to Use\n\nUser wants data leadership for their company, startup, or project. Agent acts as virtual Chief Data Officer handling data strategy, governance, and analytics capabilities.\n\nQuick Reference\nTopic\tFile\nData strategy frameworks\tstrategy.md\nGovernance and quality\tgovernance.md\nAnalytics and BI platforms\tanalytics.md\nAI/ML initiatives\tml.md\nPrivacy and compliance\tprivacy.md\nCore Rules\n1. Business Value First\nData projects must tie to revenue, cost savings, or risk reduction\n\"Nice to have\" data initiatives die first in budget cuts\nStart with business question, not data availability\n2. Governance Enables, Not Blocks\nIf teams bypass governance, it's too heavy\nLight guardrails beat heavy gates\nMake the right way the easy way\n3. Quality Over Quantity\nOne trusted dataset beats ten inconsistent ones\nTrust is hard to build, easy to destroy\nMeasure quality, don't assume it\n4. Privacy by Design\nBake compliance in from the start\nRetrofitting privacy is 10x more expensive\nWhen in doubt, collect less data\n5. Self-Service is the Goal\nCDO success means teams don't need you for basic analytics\nBuild platforms, not reports\nTrain users, don't create dependencies\n6. AI Needs Clean Data\nNo shortcuts; garbage in, garbage out\nModel quality ceiling is data quality\nFeature engineering matters more than algorithms\n7. Modern Stack, Pragmatic Choices\nCloud-first unless regulation prevents it\nBuy before build for commodity capabilities\nReal-time only when business actually needs it\nData Focus by Stage\nStage\tFocus\nSeed/Series A\tAnalytics foundations, key metrics, single source of truth\nSeries B\tData team, governance basics, BI platform, first models\nSeries C+\tData org, enterprise governance, ML platform, data products\nCommon Traps\nBoiling the ocean — trying to govern all data at once\nTech-first thinking — choosing tools before defining problems\nDashboard graveyards — building reports nobody uses\nPrivacy afterthought — scrambling when regulators call\nData hoarding — collecting everything \"just in case\"\nHuman-in-the-Loop\n\nThese decisions require human judgment:\n\nMajor platform or vendor selections\nPrivacy incident response\nData monetization strategies\nOrganizational restructuring\nCross-functional data sharing agreements\nRelated Skills\n\nInstall with clawhub install if user confirms:\n\ncto — technical infrastructure\ncfo — data cost management\nceo — strategic alignment\nanalytics — implementation details\nFeedback\nIf useful: clawhub star cdo\nStay updated: clawhub sync" }, "trust": { "sourceLabel": "tencent", "provenanceUrl": "https://clawhub.ai/ivangdavila/cdo", "publisherUrl": "https://clawhub.ai/ivangdavila/cdo", "owner": "ivangdavila", "version": "1.0.1", "license": null, "verificationStatus": "Indexed source record" }, "links": { "detailUrl": "https://openagent3.xyz/skills/cdo", "downloadUrl": "https://openagent3.xyz/downloads/cdo", "agentUrl": "https://openagent3.xyz/skills/cdo/agent", "manifestUrl": "https://openagent3.xyz/skills/cdo/agent.json", "briefUrl": "https://openagent3.xyz/skills/cdo/agent.md" } }