DataRecce · kentwelcome · Mar 13, 2026 · Mar 12, 2026 · Mar 12, 2026 · Mar 12, 2026
diff --git a/.claude-plugin/marketplace.json b/.claude-plugin/marketplace.json
@@ -18,10 +18,20 @@
         "email": "support@datarecce.io"
       }
     },
+    {
+      "name": "recce",
+      "source": "./plugins/recce",
+      "description": "Intelligent data review workflow for dbt developers",
+      "version": "0.2.0",
+      "author": {
+        "name": "DataRecce",
+        "email": "support@datarecce.io"
+      }
+    },
     {
       "name": "recce-dev",
       "source": "./plugins/recce-dev",
-      "description": "Intelligent data review workflow for dbt developers",
+      "description": "Internal development and testing tools for the Recce project",
       "version": "0.1.0",
       "author": {
         "name": "DataRecce",

diff --git a/.github/workflows/bundle-freshness.yml b/.github/workflows/bundle-freshness.yml
@@ -0,0 +1,63 @@
+# Validates that committed bundles match what would be produced from current source.
+# Fails PRs where packages/recce-docs-mcp/src/** changed but dist/cli.js was not rebuilt.
+#
+# Pattern: check-dist (canonical from actions/typescript-action)
+# Ref: https://github.com/actions/typescript-action/blob/main/.github/workflows/check-dist.yml
+name: Check Bundle Freshness
+
+on:
+  push:
+    paths:
+      - 'packages/recce-docs-mcp/src/**'
+  pull_request:
+    paths:
+      - 'packages/recce-docs-mcp/src/**'
+
+permissions:
+  contents: read
+
+jobs:
+  bundle-freshness:
+    name: bundle-freshness
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v4
+
+      - name: Setup Node.js
+        uses: actions/setup-node@v4
+        with:
+          node-version: '20'
+
+      - name: Install dependencies
+        run: npm ci --prefix packages/recce-docs-mcp
+
+      - name: Rebuild bundle
+        run: bash packages/recce-docs-mcp/scripts/build-bundle.sh
+
+      - name: Check bundle freshness
+        id: diff
+        run: |
+          DIFF_LINES=$(git diff --ignore-space-at-eol --text -- "plugins/*/servers/recce-docs-mcp/dist/cli.js" | wc -l)
+          if [ "$DIFF_LINES" -gt "0" ]; then
+            echo "ERROR: bundle is stale after rebuild. Did you forget to commit the updated bundle?"
+            echo ""
+            echo "Rebuild with:"
+            echo "  cd packages/recce-docs-mcp && npm run build:bundle"
+            echo "  git add plugins/recce/servers/recce-docs-mcp/dist/cli.js"
+            echo "  git add plugins/recce-quickstart/servers/recce-docs-mcp/dist/cli.js"
+            echo "  git commit -m 'chore: rebuild bundle'"
+            git diff --stat -- "plugins/*/servers/recce-docs-mcp/dist/cli.js"
+            exit 1
+          fi
+          echo "Bundle is fresh."
+
+      - name: Upload expected bundle on failure
+        if: failure() && steps.diff.outcome == 'failure'
+        uses: actions/upload-artifact@v4
+        with:
+          name: expected-bundle
+          path: |
+            plugins/recce/servers/recce-docs-mcp/dist/cli.js
+            plugins/recce-quickstart/servers/recce-docs-mcp/dist/cli.js
diff --git a/.gitignore b/.gitignore
@@ -1,6 +1,9 @@
 # Design documents (personal drafts, not for version control)
 docs/plans/
 
+# Root node_modules (esbuild installed here is not tracked; use packages/recce-docs-mcp/node_modules)
+node_modules/
+
 # GSD planning (local-only)
 .planning/
 

diff --git a/README.md b/README.md
@@ -1,110 +1,99 @@
-# Recce Quickstart Plugin for Claude Code
+# Recce Plugins for Claude Code
 
-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.
+Official [Recce](https://datarecce.io) plugins for Claude Code — data validation and diff tools for dbt developers.
 
-## Features
+## Plugins
 
-- **Guided Setup** - `/recce-setup` walks you through environment configuration
-- **PR Analysis** - `/recce-pr` analyzes data impact of pull requests
-- **Data Checks** - `/recce-check` runs validation checks between environments
-- **CI/CD Setup** - `/recce-ci` generates GitHub Actions workflows for Recce Cloud
+| Plugin | Description | Audience |
+|--------|-------------|----------|
+| **recce-quickstart** | Guided onboarding — `/recce-setup`, `/recce-pr`, `/recce-check`, `/recce-ci` | New Recce users |
+| **recce** | Intelligent data review workflow — auto-tracks model changes, triggers progressive validation via MCP | dbt developers using Recce daily |
+| **recce-dev** | Internal MCP E2E validation and benchmarking (`/mcp-e2e-validate`) | Recce project developers |
 
 ## Installation
 
-### Method 1: From GitHub Marketplace (Recommended)
+### From GitHub Marketplace (Recommended)
 
 **Step 1: Add the Recce marketplace to Claude Code**
 
-In Claude Code, run:
 ```
 /plugin marketplace add DataRecce/recce-claude-plugin
 ```
 
-**Step 2: Install the plugin**
+**Step 2: Install a plugin**
+
 ```
 /plugin install recce-quickstart@recce-claude-plugin
+/plugin install recce@recce-claude-plugin
 ```
 
 Or use the interactive installer:
 ```
 /plugin
 ```
-Then navigate to **Discover** tab, find `recce-quickstart`, and press Enter to install.
+Then navigate to **Discover** tab and select the plugin to install.
 
-### Method 2: Local Installation (For Development)
+### Local Installation (For Development)
 
-**Step 1: Clone the repository**
 ```bash
 git clone https://github.com/DataRecce/recce-claude-plugin.git
 cd recce-claude-plugin
 ```
 
-**Step 2: Add as local marketplace**
-
-In Claude Code, run:
+In Claude Code:
 ```
 /plugin marketplace add /path/to/recce-claude-plugin
-```
-
-**Step 3: Install the plugin**
-```
-/plugin install recce-quickstart@recce-claude-plugin
+/plugin install recce@recce-claude-plugin
 ```
 
 ### Installation Scopes
 
-You can install the plugin at different scopes:
-
 | Scope | Command | Description |
 |-------|---------|-------------|
 | User (default) | `/plugin install ...` | Available across all your projects |
 | Project | `/plugin install ... --scope project` | Shared with team via `.claude/settings.json` |
 | Local | `/plugin install ... --scope local` | Only for current repository, not shared |
 
-### Verify Installation
-
-After installation, verify the plugin is working:
-```
-/plugin
-```
-Navigate to the **Installed** tab to see `recce-quickstart`.
-
-## Quick Start
+## Plugin Details
 
-1. Navigate to your dbt project directory
-2. Run `/recce-setup` to configure your environment
-3. Use `/recce-pr` or `/recce-check` to analyze data changes
+### recce-quickstart
 
-## Commands
+Guided setup for new Recce users:
 
 | Command | Description |
 |---------|-------------|
-| `/recce-setup` | Guided environment setup (installs dependencies, generates artifacts, starts MCP server) |
+| `/recce-setup` | Environment setup (installs dependencies, generates artifacts, starts MCP server) |
 | `/recce-pr [url]` | Analyze PR data changes (auto-detects PR from current branch) |
 | `/recce-check [type] [selector]` | Run data validation checks (row-count, schema, profile, query-diff) |
-| `/recce-ci` | Set up Recce Cloud CI/CD for GitHub Actions (PR review + main branch workflows) |
+| `/recce-ci` | Set up Recce Cloud CI/CD for GitHub Actions |
+
+### recce
+
+Automated data review workflow for daily dbt development:
+
+- **Skill:** `/recce-review` — dispatches the recce-reviewer agent with tracked model context
+- **Agent:** `recce-reviewer` — runs progressive diff analysis (lineage, row count, schema) and produces a risk-assessed summary
+- **Hooks:** auto-tracks model file changes, suggests review after `dbt run`, warns before unreviewed commits
+- **MCP Servers:** `recce` (SSE, localhost:8081), `recce-docs` (stdio)
+
+### recce-dev
+
+Internal tools for Recce project developers:
+
+- **Skill:** `/mcp-e2e-validate` — full event chain validation + benchmark report
+- **Script:** `resolve-recce-root.sh` — cross-plugin path resolution (monorepo + cache layouts)
+- **Requires:** the `recce` plugin installed alongside
 
 ## Requirements
 
 - **Python 3.8+**
 - **dbt** (any adapter: duckdb, postgres, bigquery, snowflake, etc.)
 - **Git**
+- **Recce >= 1.39.0** — `pip install "recce>=1.39.0"` (SSE transport requires this version)
 
-The plugin will guide you to install these if missing:
-- `pip install recce` - Recce CLI
-- `pip install 'recce[mcp]'` - Recce MCP Server (for AI-powered analysis)
+## MCP Server Tools
 
-## How It Works
-
-This plugin:
-1. **Detects** when you're in a dbt project (via `dbt_project.yml`)
-2. **Guides** you to set up base and current dbt artifacts
-3. **Starts** a Recce MCP server for AI-powered analysis
-4. **Provides** Claude with tools to analyze data changes
-
-### MCP Server Tools
-
-When the Recce MCP server is running, Claude has access to these tools:
+When the Recce MCP server is running, Claude has access to:
 
 | Tool | Description |
 |------|-------------|
@@ -114,36 +103,6 @@ When the Recce MCP server is running, Claude has access to these tools:
 | `profile_diff` | Statistical profiling comparison |
 | `query_diff` | Run custom SQL queries for comparison |
 
-## Managing the Plugin
-
-**Disable the plugin:**
-```
-/plugin disable recce-quickstart@recce-claude-plugin
-```
-
-**Re-enable the plugin:**
-```
-/plugin enable recce-quickstart@recce-claude-plugin
-```
-
-**Uninstall the plugin:**
-```
-/plugin uninstall recce-quickstart@recce-claude-plugin
-```
-
-**Update marketplace:**
-```
-/plugin marketplace update recce-claude-plugin
-```
-
-## Recce Cloud
-
-Want to automate data validation in CI/CD? [Recce Cloud](https://cloud.datarecce.io) offers:
-- Automatic PR analysis
-- Data quality gates
-- Team collaboration
-- Historical tracking
-
 ## Troubleshooting
 
 ### Plugin not loading?
@@ -155,11 +114,9 @@ Want to automate data validation in CI/CD? [Recce Cloud](https://cloud.datarecce
 1. Ensure you're in a dbt project directory (has `dbt_project.yml`)
 2. Verify Recce is installed: `pip install 'recce[mcp]'`
 3. Check if port 8081 is available (or set `RECCE_MCP_PORT=8085`)
-4. Run the setup command: `/recce-setup`
 
-### Commands not recognized?
-1. Ensure plugin is enabled: `/plugin` → **Installed** tab → check status
-2. Restart Claude Code to reload plugins
+### Mid-session plugin install?
+Hooks and MCP tools require a fresh session to activate. Restart Claude Code after installing plugins.
 
 ## Links
 

diff --git a/packages/recce-docs-mcp/.gitignore b/packages/recce-docs-mcp/.gitignore
@@ -1,3 +1,4 @@
 node_modules/
 cache/*.json
 cache/pages/
+dist-bundle/