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DataRecceDataRecceOfficial·3 Agent Skills Included

recce

Validate, diff, and review dbt data changes confidently

Validates dbt data changes by comparing lineage, schemas, row counts, and query results between environments. Eliminates manual SQL checks and guesswork when reviewing data pull requests. Provides checklists, impact analysis, and MCP server verification so teams ship accurate data faster.
470|26
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npx skills add DataRecce/recce --all -g -y
Available:

Gives your AI agent the build order, testing commands, and routing rules for working on this dbt data-validation codebase, including when to invoke the MCP verification and Linear deep-dive skills.

All Skills in This Repository (3)

Pure Emerald Level Indicators
📦 In Repo
DataRecceDataRecce

claude-code-review

Review GitHub pull requests and post comments with test and linter evidence.

Official
Advanced
📦 In Repo
DataRecceDataRecce

recce-mcp-e2e

Verify all MCP server tools against a real dbt project.

Official
Advanced
📦 In Repo
DataRecceDataRecce

recce-mcp-dev

Manage Recce MCP server tool handlers and error classification.

Official
Advanced

Frequently Asked Questions

FAQPage Schema
How to install Recce?▼

Run `npx skills add DataRecce/recce --all -g -y` in your terminal to install all skills in this suite globally.

What does Recce do for dbt projects?▼

Recce compares data between two dbt environments, showing lineage, schema, row count, and profile diffs so you can validate changes before merging.

How does Recce speed up data PR reviews?▼

It turns validation steps into shareable checklists with impact checks, cutting review time and letting reviewers approve changes with evidence.

Can AI agents verify Recce MCP server changes?▼

Yes. The included recce-mcp-e2e skill smoke-tests the core diff tools against a real dbt project before any MCP-related PR is merged.

Do I need coding experience to use Recce?▼

Basic dbt knowledge helps, but Recce's visual lineage and one-click diffs let you validate data changes without writing extra SQL.

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