1- # Recce Quickstart Plugin for Claude Code
1+ # Recce Plugins for Claude Code
22
3- A Claude Code plugin that helps dbt users quickly onboard to [ Recce] ( https://datarecce.io ) - the open-source data validation and diff tool for dbt.
3+ Official [ Recce] ( https://datarecce.io ) plugins for Claude Code — data validation and diff tools for dbt developers .
44
5- ## Features
5+ ## Plugins
66
7- - ** Guided Setup** - ` /recce-setup ` walks you through environment configuration
8- - ** PR Analysis** - ` /recce-pr ` analyzes data impact of pull requests
9- - ** Data Checks** - ` /recce-check ` runs validation checks between environments
10- - ** CI/CD Setup** - ` /recce-ci ` generates GitHub Actions workflows for Recce Cloud
7+ | Plugin | Description | Audience |
8+ | --------| -------------| ----------|
9+ | ** recce-quickstart** | Guided onboarding — ` /recce-setup ` , ` /recce-pr ` , ` /recce-check ` , ` /recce-ci ` | New Recce users |
10+ | ** recce** | Intelligent data review workflow — auto-tracks model changes, triggers progressive validation via MCP | dbt developers using Recce daily |
11+ | ** recce-dev** | Internal MCP E2E validation and benchmarking (` /mcp-e2e-validate ` ) | Recce project developers |
1112
1213## Installation
1314
14- ### Method 1: From GitHub Marketplace (Recommended)
15+ ### From GitHub Marketplace (Recommended)
1516
1617** Step 1: Add the Recce marketplace to Claude Code**
1718
18- In Claude Code, run:
1919```
2020/plugin marketplace add DataRecce/recce-claude-plugin
2121```
2222
23- ** Step 2: Install the plugin**
23+ ** Step 2: Install a plugin**
24+
2425```
2526/plugin install recce-quickstart@recce-claude-plugin
27+ /plugin install recce@recce-claude-plugin
2628```
2729
2830Or use the interactive installer:
2931```
3032/plugin
3133```
32- Then navigate to ** Discover** tab, find ` recce-quickstart ` , and press Enter to install.
34+ Then navigate to ** Discover** tab and select the plugin to install.
3335
34- ### Method 2: Local Installation (For Development)
36+ ### Local Installation (For Development)
3537
36- ** Step 1: Clone the repository**
3738``` bash
3839git clone https://github.com/DataRecce/recce-claude-plugin.git
3940cd recce-claude-plugin
4041```
4142
42- ** Step 2: Add as local marketplace**
43-
44- In Claude Code, run:
43+ In Claude Code:
4544```
4645/plugin marketplace add /path/to/recce-claude-plugin
47- ```
48-
49- ** Step 3: Install the plugin**
50- ```
51- /plugin install recce-quickstart@recce-claude-plugin
46+ /plugin install recce@recce-claude-plugin
5247```
5348
5449### Installation Scopes
5550
56- You can install the plugin at different scopes:
57-
5851| Scope | Command | Description |
5952| -------| ---------| -------------|
6053| User (default) | ` /plugin install ... ` | Available across all your projects |
6154| Project | ` /plugin install ... --scope project ` | Shared with team via ` .claude/settings.json ` |
6255| Local | ` /plugin install ... --scope local ` | Only for current repository, not shared |
6356
64- ### Verify Installation
65-
66- After installation, verify the plugin is working:
67- ```
68- /plugin
69- ```
70- Navigate to the ** Installed** tab to see ` recce-quickstart ` .
71-
72- ## Quick Start
57+ ## Plugin Details
7358
74- 1 . Navigate to your dbt project directory
75- 2 . Run ` /recce-setup ` to configure your environment
76- 3 . Use ` /recce-pr ` or ` /recce-check ` to analyze data changes
59+ ### recce-quickstart
7760
78- ## Commands
61+ Guided setup for new Recce users:
7962
8063| Command | Description |
8164| ---------| -------------|
82- | ` /recce-setup ` | Guided environment setup (installs dependencies, generates artifacts, starts MCP server) |
65+ | ` /recce-setup ` | Environment setup (installs dependencies, generates artifacts, starts MCP server) |
8366| ` /recce-pr [url] ` | Analyze PR data changes (auto-detects PR from current branch) |
8467| ` /recce-check [type] [selector] ` | Run data validation checks (row-count, schema, profile, query-diff) |
85- | ` /recce-ci ` | Set up Recce Cloud CI/CD for GitHub Actions (PR review + main branch workflows) |
68+ | ` /recce-ci ` | Set up Recce Cloud CI/CD for GitHub Actions |
69+
70+ ### recce
71+
72+ Automated data review workflow for daily dbt development:
73+
74+ - ** Skill:** ` /recce-review ` — dispatches the recce-reviewer agent with tracked model context
75+ - ** Agent:** ` recce-reviewer ` — runs progressive diff analysis (lineage, row count, schema) and produces a risk-assessed summary
76+ - ** Hooks:** auto-tracks model file changes, suggests review after ` dbt run ` , warns before unreviewed commits
77+ - ** MCP Servers:** ` recce ` (SSE, localhost:8081), ` recce-docs ` (stdio)
78+
79+ ### recce-dev
80+
81+ Internal tools for Recce project developers:
82+
83+ - ** Skill:** ` /mcp-e2e-validate ` — full event chain validation + benchmark report
84+ - ** Script:** ` resolve-recce-root.sh ` — cross-plugin path resolution (monorepo + cache layouts)
85+ - ** Requires:** the ` recce ` plugin installed alongside
8686
8787## Requirements
8888
8989- ** Python 3.8+**
9090- ** dbt** (any adapter: duckdb, postgres, bigquery, snowflake, etc.)
9191- ** Git**
92+ - ** Recce >= 1.39.0** — ` pip install "recce>=1.39.0" ` (SSE transport requires this version)
9293
93- The plugin will guide you to install these if missing:
94- - ` pip install recce ` - Recce CLI
95- - ` pip install 'recce[mcp]' ` - Recce MCP Server (for AI-powered analysis)
94+ ## MCP Server Tools
9695
97- ## How It Works
98-
99- This plugin:
100- 1 . ** Detects** when you're in a dbt project (via ` dbt_project.yml ` )
101- 2 . ** Guides** you to set up base and current dbt artifacts
102- 3 . ** Starts** a Recce MCP server for AI-powered analysis
103- 4 . ** Provides** Claude with tools to analyze data changes
104-
105- ### MCP Server Tools
106-
107- When the Recce MCP server is running, Claude has access to these tools:
96+ When the Recce MCP server is running, Claude has access to:
10897
10998| Tool | Description |
11099| ------| -------------|
@@ -114,36 +103,6 @@ When the Recce MCP server is running, Claude has access to these tools:
114103| ` profile_diff ` | Statistical profiling comparison |
115104| ` query_diff ` | Run custom SQL queries for comparison |
116105
117- ## Managing the Plugin
118-
119- ** Disable the plugin:**
120- ```
121- /plugin disable recce-quickstart@recce-claude-plugin
122- ```
123-
124- ** Re-enable the plugin:**
125- ```
126- /plugin enable recce-quickstart@recce-claude-plugin
127- ```
128-
129- ** Uninstall the plugin:**
130- ```
131- /plugin uninstall recce-quickstart@recce-claude-plugin
132- ```
133-
134- ** Update marketplace:**
135- ```
136- /plugin marketplace update recce-claude-plugin
137- ```
138-
139- ## Recce Cloud
140-
141- Want to automate data validation in CI/CD? [ Recce Cloud] ( https://cloud.datarecce.io ) offers:
142- - Automatic PR analysis
143- - Data quality gates
144- - Team collaboration
145- - Historical tracking
146-
147106## Troubleshooting
148107
149108### Plugin not loading?
@@ -155,11 +114,9 @@ Want to automate data validation in CI/CD? [Recce Cloud](https://cloud.datarecce
1551141 . Ensure you're in a dbt project directory (has ` dbt_project.yml ` )
1561152 . Verify Recce is installed: ` pip install 'recce[mcp]' `
1571163 . Check if port 8081 is available (or set ` RECCE_MCP_PORT=8085 ` )
158- 4 . Run the setup command: ` /recce-setup `
159117
160- ### Commands not recognized?
161- 1 . Ensure plugin is enabled: ` /plugin ` → ** Installed** tab → check status
162- 2 . Restart Claude Code to reload plugins
118+ ### Mid-session plugin install?
119+ Hooks and MCP tools require a fresh session to activate. Restart Claude Code after installing plugins.
163120
164121## Links
165122
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