model-exploration agent skill by honeydew-ai
Explores the Honeydew semantic layer by discovering entities and fields, setting workspace and branch context, and running structured queries to spot-check field values.
At a glance
| Publisher | honeydew-ai |
|---|---|
| Repository | honeydew-ai/honeydew-ai-coding-agents-plugins (13 listed skills) |
| Category | Data, Analytics and Databases |
| License | Apache-2.0 |
| Last commit | August 18, 2026 (repository) |
| SKILL.md | 155 lines, 1,420 words |
| Bundled files | 1 file |
| Quality score | 80/100 · B Passes all seven graded checks |
| Security scan | Not scanned |
| README badge | Get the badges for this listing |
Before you install
Read from the skill's files at the directory's October 19, 2026 snapshot: what ships with it, what its code reads, and the terms it is published under.
- Bundled scripts: none.
- MCP: SKILL.md mentions an MCP server.
- License: Apache-2.0, an open-source or open-content license.
Install model-exploration
The skills CLI works with Claude Code, Codex, Cursor and other agents; the other routes copy the folder by hand.
npx skills add https://github.com/honeydew-ai/honeydew-ai-coding-agents-plugins/tree/main/skills/model-explorationtmp="$(mktemp -d)"
git clone --depth 1 https://github.com/honeydew-ai/honeydew-ai-coding-agents-plugins.git "$tmp/repo"
mkdir -p .claude/skills
cp -R "$tmp/repo/"skills/model-exploration .claude/skills/
rm -rf "$tmp"python3 ~/.codex/skills/.system/skill-installer/scripts/install-skill-from-github.py \
--repo honeydew-ai/honeydew-ai-coding-agents-plugins \
--path skills/model-explorationhoneydew-ai/honeydew-ai-coding-agents-plugins is third-party code. Read SKILL.md and any bundled scripts before you install it.
How the author describes it
Use when exploring Honeydew semantic layer, discovering entities/fields, setting up workspace and branch context, or running structured queries to spot-check field values. Any question about the data itself — "why", "how", trends, root cause, anything needing multiple steps — belongs to the query skill's deep analysis, including when already mid-exploration. For creating metrics use metric-creation skill. For creating attributes use attribute-creation skill.
From the description field of SKILL.md. Agents read this line to decide when to load the skill.
Sections in SKILL.md
- Scope: The Model, Not The Data
- When To Use This Skill
- Overview
- MCP Tools
- Session & Workspace
- Discovery
- Agents & Context
- Warehouse Discovery
- Query Execution
- Example Usage
- Structured Query Execution
- getsqlfromfields (SQL Preview)
- Analysis Questions
- Reviewing Past Query Executions
- Discovery Examples
- Documentation Lookup
Files in the skill folder
SKILL.md
Suede Skill Check: 80/100 · B
Report snapshot · · graded-v2
The rubric totals 100 points; published scores are capped at 99. Security scan: not scanned.
Source revision: 36797d906d0a. Report version 06ba63e01390. Badge URLs follow the latest listing; save the report to keep this version.
Download report · Request a fresh review
What to review next
- Boundary clause: 0 of 4 points. 4 when the description says when not to use the skill (“Not for …”, “Do not use …”, “Use … instead”).
- Reference files: 0 of 3 points. 3 when the skill folder ships a references/, reference/ or docs/ folder.
- Recent maintenance: 6 of 9 points. 9 for a repository commit within 30 days of the snapshot; 6 within 90; 3 within 180; 1 within 365.
Add declarations and bundled files when they describe the skill’s actual needs. Update the source, then request a fresh review with the changed commit or PR.
model-exploration passes the required frontmatter check and all seven graded checks, which cover the SKILL.md format, a declared license and a commit in the last year. Those checks earn 56 of the score’s points; the rest come from description quality, instruction depth, bundled files, maintenance and curated-list citations. How the score works.
See the checks and points
| Check | Result |
|---|---|
| Frontmatter parses and declares a name and a description | Pass |
| Name uses lowercase letters, digits and hyphens, 64 characters or fewer | Pass |
| Name matches the skill's folder name | Pass |
| Description is between 50 and 1,024 characters | Pass |
| Description says when an agent should use the skill | Pass |
| SKILL.md body is 500 lines or fewer | Pass |
| A license is declared in the frontmatter or the repository | Pass |
| Repository has a commit in the last 12 months | Pass |
| Score component | Points |
|---|---|
| Structural checks | 56 of 56 |
| Description length | 5 of 5 |
| Boundary clause | 0 of 4 |
| Example request | 3 of 3 |
| Instruction depth | 7 of 7 |
| Reference files | 0 of 3 |
| Bundled scripts | 0 of 2 |
| Recent maintenance | 6 of 9 |
| Curated-list citations | 3 of 7 |
| Tool permissions declared | 0 of 2 |
| Compatibility declared | 0 of 2 |
Two badges for model-exploration
Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer.
[](https://skills.suedeai.ai/directory/honeydew-ai/honeydew-ai-coding-agents-plugins/model-exploration/)
[](https://skills.suedeai.ai/directory/honeydew-ai/honeydew-ai-coding-agents-plugins/model-exploration/)<a href="https://skills.suedeai.ai/directory/honeydew-ai/honeydew-ai-coding-agents-plugins/model-exploration/"><img src="https://skills.suedeai.ai/directory/honeydew-ai/honeydew-ai-coding-agents-plugins/model-exploration/score.svg" alt="Suede Skill Check: 80/100" width="160" height="175"></a>
<a href="https://skills.suedeai.ai/directory/honeydew-ai/honeydew-ai-coding-agents-plugins/model-exploration/"><img src="https://skills.suedeai.ai/directory/honeydew-ai/honeydew-ai-coding-agents-plugins/model-exploration/badge.svg" alt="Suede Skill Check: Grade B" width="160" height="175"></a>Suede Certified on the shield refers to this published structural quality check. Security scan: not scanned. Read the methodology.
Limited-time feature offer: display either the numeric or letter badge in your repository or skill README (both also qualify), then request badge verification. Eligible skills scoring 80–99 can receive a featured placement after Suede verifies at least one valid badge linked to the skill’s listing. Suede has not announced an end date.
Where this skill is cited
honeydew-ai/honeydew-ai-coding-agents-plugins appears in 2 curated lists: VoltAgent/awesome-agent-skills, heilcheng/awesome-agent-skills.
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