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Independent project, not affiliated with Anthropic
forcedotcom avatar

Orchestrating Datacloud

forcedotcom/sf-skills
2.5k installs803 stars
Summary

If you're building a multi-step Data Cloud pipeline or troubleshooting across connect, prepare, harmonize, segment, and act phases, this is your orchestrator. It wraps the external `sf data360` CLI plugin and helps you decide which phase owns the problem, bootstrap data spaces and data kits, and run cross-phase health checks. The skill comes with a diagnostic script that classifies org readiness before you mutate anything, plus JSON templates for streams, DMOs, mappings, identity resolution, segments, and activations. Once you've localized the task to a single phase, it delegates to the matching phase-specific skill. Honest take: the routing logic and readiness guardrails are more valuable than the command wrappers themselves.

Install to Claude Code

npx -y skills add forcedotcom/sf-skills --skill orchestrating-datacloud --agent claude-code

Installs into .claude/skills of the current project.

CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
inference shell
inference shell
create and run specialised agents in minutes
build now →
MCP-ready Email SendingMCP-ready Email Sending
MCP-ready Email Sending
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
CodeScene MCP Server
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
inference shell
inference shell
create and run specialised agents in minutes
build now →
MCP-ready Email SendingMCP-ready Email Sending
MCP-ready Email Sending
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
CodeScene MCP Server
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
Files
SKILL.md

Select a file.

Featured
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
inference shell
inference shell
create and run specialised agents in minutes
build now →
MCP-ready Email SendingMCP-ready Email Sending
MCP-ready Email Sending
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
CodeScene MCP Server
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
Categories
DevOps & CI/CDDebuggingAutomation & WorkflowsSales & MarketingCloud & Infrastructure
First SeenJun 3, 2026
View on GitHub

More from forcedotcom/sf-skills

All 158 skills →
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  • Segmenting Datacloud2.5k
  • Deploying Omnistudio Datapacks2.5k
  • Building Omnistudio Integration Procedure2.5k
  • Building Omnistudio Callable Apex2.4k
  • Building Omnistudio Omniscript2.4k
  • Building Omnistudio Datamapper2.4k
  • Analyzing Omnistudio Dependencies2.4k
  • Building Omnistudio Flexcard2.4k
  • Modeling Omnistudio Epc Catalog2.4k
  • Running Code Analyzer2.4k
  • Applying Cms Brand2k
  • Integrating B2b Commerce Open Code Components1.9k
  • Generating Ui Bundle Custom App1.6k
  • Building Mobile Apps1.6k
  • Reviewing Lwc Mobile Offline1.5k
  • Using Mobile Native Capabilities1.5k
  • External Diagram Visual Generate1.1k
  • Applying Slds1k
  • Validating Slds1k
  • Investigating Agentforce Architecture932
  • Investigating Agentforce D360918
  • Managing Managed Event Subscription917
  • Platform Apex Generate4.4k

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