honeydew-ai
Skills and tools powered by the Honeydew MCP that help coding agents query data and build semantic models
pinned to #f4066d2updated 2 weeks ago
Ask your AI client: “install plugins/honeydew-ai”.
Requires the metahub MCP server installed in your client. Set up MCP.
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If you own github.com/honeydew-ai/honeydew-ai-coding-agents-plugins on GitHub, claim the listing to take over publishing. Your claim preserves the existing eval history and badges; only the curator label is replaced with verified-publisher on your next publish.
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38
Last commit
2 weeks ago
Latest release
published
- #analytics
- #claude-code
- #codex
- #context-layer
- #cursor
- #honeydew
- #semantic-layer
What's bundled
Items extracted from this plugin's manifest + directory tree.
Skills (12)
skills/attribute-creationGuides you step-by-step through defining a calculated attribute (dimension) on a Honeydew entity. Covers SQL expression building and pushes to Honeydew via the MCP tools.skills/context-item-creationGuides you through creating context items — instructions, skills, knowledge pointers, and memory events — that give the AI analyst persistent knowledge about your organization. Covers when to creat…skills/conversation-reviewUse when a semantic/context layer curator wants to review past analysis conversations in bulk, categorize user feedback into actionable improvement areas, and apply targeted changes to the semantic…skills/domain-creationGuides you through creating a Honeydew domain — a governance object that scopes entity/field visibility and applies mandatory filters — ideal for setting up contexts for deep analysis. Also covers …skills/entity-creationGuides you through defining a new Honeydew entity from a data warehouse source — covering source type, granularity key, and initial attribute mapping — then pushes to Honeydew via the MCP tools.skills/filteringUse when the user needs to filter data — whether in a structured query, a metric aggregation, or an attribute expression. Covers filter syntax, date handling, and best practices.skills/metric-creationGuides you step-by-step through defining a business metric (aggregation) on a Honeydew entity. Covers SQL expression building and pushes to Honeydew via the MCP tools.skills/model-explorationUse when exploring Honeydew semantic layer, discovering entities/fields, setting up workspace and branch context, or running simple structured queries to inspect data. For analysis questions use th…
Evaluation report
WarningsAutomated checks the publisher passed at publish time — structure, docs, safety, and whether the artifact behaves as claimed.f4066d2· 2 weeks ago
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Release history
1- releasecurrentf4066d2warn2 weeks ago
Contents
Skills and tools powered by the Honeydew MCP that help coding agents build semantic models and analyze data through natural conversation.
Example Use Cases
Query your data — Ask "Show me revenue by region for last quarter." Your coding agent discovers the right entities and metrics, runs the query through the semantic layer, and returns the results.
Build a semantic model — Ask "I added a new orders table — create an entity with revenue and order count metrics." Your coding agent imports the table, defines attributes and metrics following your naming conventions, and validates the result.
Investigate anomalies — Ask "Why did churn spike last month?" Your coding agent runs a multi-step deep analysis, explores correlations across your model, and surfaces the key drivers with supporting data.
Prerequisites
- A coding agent that supports plugins/skills (e.g., Claude Code, Codex, Cursor, GitHub Copilot CLI, Gemini CLI, or any agent with MCP support)
- A Honeydew AI workspace with the Honeydew MCP server configured
Installation
Claude Code
Add this marketplace to Claude Code:
/plugin marketplace add honeydew-ai/honeydew-ai-coding-agents-plugins
Then install the plugin:
/plugin install honeydew-ai@honeydew-ai-claude-plugins
Then reload plugins to activate:
/reload-plugins
Codex
Add this marketplace to Codex:
codex plugin marketplace add honeydew-ai/honeydew-ai-coding-agents-plugins
Then open the plugin directory and install the plugin:
codex
/plugins
If the marketplace was already added before this repo exposed the Codex wrapper path, refresh it first:
codex plugin marketplace upgrade honeydew-ai-coding-agents-plugins
GitHub Copilot CLI
Add this marketplace to Copilot CLI:
/plugin marketplace add honeydew-ai/honeydew-ai-coding-agents-plugins
Then install the plugin:
/plugin install honeydew-ai@honeydew-ai-github-copilot-plugins
Cursor
- In your team or organization settings, go to cursor.com/dashboard/plugins (or click Plugins on the left side menu).
- Scroll down to Team Marketplaces and click Add Marketplace (or select an existing one).
- Within the Marketplace, click Add Plugin, paste
https://github.com/honeydew-ai/honeydew-ai-coding-agents-plugins, and click Add 1 plugin. - Optionally, enable auto-refresh to get updates automatically.
- Go back to the plugins page, search for the Honeydew plugin, and click Add.
Gemini CLI
Install the Honeydew extension (skills + Honeydew MCP server):
gemini extensions install https://github.com/honeydew-ai/honeydew-ai-coding-agents-plugins
Other Coding Agents
For coding agents that support MCP, configure the Honeydew MCP server and use the skill files in this repository as prompts or instructions. The skills are written as agent-agnostic markdown documentation that any coding agent can consume.
Available Skills
The honeydew-ai plugin includes 12 skills:
| Skill | Description |
|---|---|
| model-exploration | Explore the semantic model — list entities, search fields, inspect relationships, and discover warehouse tables |
| workspace-branch | Manage workspaces and branches — set session context, create/delete branches, review branch history, and open pull requests |
| entity-creation | Create entities — the foundational business concepts built from data warehouse tables |
| relation-creation | Define relationships between entities with join types, cardinality, and complex join conditions |
| attribute-creation | Create calculated attributes (dimensions) — per-row virtual columns defined with SQL expressions |
| metric-creation | Create metrics (KPIs) — reusable aggregations like totals, averages, ratios, and growth rates |
| context-item-creation | Create context items — instructions, skills, knowledge pointers, and memory events that give the AI analyst persistent knowledge about your organization |
| domain-creation | Create domains — curated subsets of the semantic model exposed to specific teams or use cases |
| validation | Mandatory post-creation validation — type-specific sanity checks, cross-validation, and error handling |
| query | Query data using structured YAML perspectives, natural language questions, or multi-step deep analysis |
| filtering | Advanced filtering syntax — comparisons, string matching, date handling, nulls, and full-text search |
| conversation-review | Bulk review past analysis conversations — categorize user feedback, build action items, and apply semantic/context layer improvements on a branch |
Supported Data Warehouses
- Snowflake
- Databricks
- BigQuery
Building a Release
Claude-specific zip (claude.ai private marketplace)
The honeydew-ai-claude-<version>.zip artifact is used to install this plugin via the claude.ai web interface as a private marketplace plugin. It packages the plugin in the layout claude.ai expects: .claude-plugin/plugin.json at the zip root, alongside .mcp.json, hooks/, assets/, and all skill markdown files.
To install on claude.ai:
- Download the zip — permanent link to the latest version:
https://github.com/honeydew-ai/honeydew-ai-coding-agents-plugins/releases/latest/download/honeydew-ai-claude.zip - In claude.ai, go to Settings → Plugins → Add plugin → Upload zip
- Upload the zip — the plugin will appear in your private marketplace
Release zips are built automatically by CI and attached to each GitHub Release. To build one locally (e.g. for testing):
./scripts/build-release-claude.sh
This generates dist/honeydew-ai-claude-<version>.zip from the repo root.
License
Apache 2.0 — see LICENSE for details.
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mh install plugins/honeydew-ai