Dex is the agent-native analytics engineering toolkit. Point it at your warehouse and your dbt project. It learns the landscape, authors your transformations, and tells you exactly what to fix when the schema drifts. Built for analytics engineers and data engineers who want more out of their coding agent.
Supply asset profile
Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.
Scenario
GitHub automation
I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add exmergo/dex
Maintenance
fresh
2d since push
Risk
Needs review
Permission surface may require sandboxing
GitHub quality
12
68/100 quality · 74/100 trust
Coverage tags
Review notes
Permission surface may require sandboxing · Low GitHub adoption signal
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
PromisingUseful candidate, but compare it with alternatives before adopting.
Trust
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
Needs reviewInstall readiness, security metadata, maintenance, and adoption risk.
Trust Score v5
Run only in a sandbox and compare close alternatives before using it for real work.
Stars
12 GitHub stars
Repo activity
12 stars, 1 forks
Maintenance
2d since push
License
Apache-2.0
Install
npx skills add exmergo/dex
Install safety
standard package or runtime install path
Permission surface
shell or command execution, filesystem or document access
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness
Agent-readable metadata
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
Suited agents
Install decision
Trust and risk
Outcome loop
Do not use when
Agent safety v2
Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
Test manually in an isolated workspace and compare against safer alternatives.
high
Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may read or write project files, documents, generated artifacts, or local workspace state.
medium
Skill may inspect schemas, query databases, or work with persistent stores.
Install targets
Copy the registry command or an agent-specific install prompt for Codex, Claude Code, and Cursor.
Use the registry command when your workflow supports the OpenAgentSkill installer.
$ npx skills add exmergo/dexAgent resolve plan
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Resolve JSON
/api/agent/resolve?task=Use%20Dex%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20Dex%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/exmergo-dex/install
Agent should check
Copy prompt
Task: Use Dex in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20Dex%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/exmergo-dex/install
Install command: npx skills add exmergo/dex
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/exmergo-dex/install
LLM text format
/api/skills/exmergo-dex/install?format=text
Find alternatives
/api/skills/search?q=Dex&limit=3
Agent prompt
Use Dex for this task. Review https://www.openagentskill.com/api/skills/exmergo-dex/install, then install with: npx skills add exmergo/dexRegistry metadata
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/exmergo-dex
LLM text
/api/registry/manifest/exmergo-dex?format=text
Install alias
/api/registry/install/exmergo-dex
Recommend
/api/registry/recommend?task=Use%20Dex%20in%20an%20agent%20workflow&limit=3
Agent fit
GitHub automation
Use-case tags
Platforms
Python, Claude Code
Audit report
Review install readiness, maintenance, trust, quality, and metadata warnings before adding this skill to an agent workflow.
Agent decision cockpit
Prototype with this skill first; keep a fallback candidate ready.
Role in stack
Fallback candidate
Primary fit
GitHub automation
Trust label
Prototype first
Install path
Command ready
Use when
Evidence
Review first
Implementation path
Trust profile
Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
GitHub adoption
FIX12 GitHub stars
Stars/forks activity
FIX12 stars, 1 forks; issue activity unavailable in current metadata
Recent maintenance
PASS2d since push
License clarity
PASSApache-2.0
Good signals
Review before install
Recommended action
Run only in a sandbox and compare close alternatives before using it for real work.
Quality profile
Useful candidate, but compare it with alternatives before adopting.
Workflow fit
Manage repositories
I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
Build and ship code
I need a coding agent that can understand a repository, edit code, and review pull requests.
Operate local tools
I need my agent to operate local files and desktop apps in a repeatable workflow.
Stack fit
Inspect, patch, and verify code
A stack for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
Operate and verify web apps
A stack for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.
Find, compare, and synthesize
A stack for agents that gather sources, compare claims, summarize long material, and draft useful research briefs.
Alternative shortlist
Similar skills in this category, ranked with the same readiness and quality signals.
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<img width="1280" height="563" alt="exmergo-dex-showcase" src="https://github.com/user-attachments/assets/9dd574c2-8598-47bc-ae90-7d5a3a4d2e18" />
**Built by [Exmergo](https://exmergo.com)** · AI Agents for Your Data Stack.
[](https://pypi.org/project/exmergo-dex-core/) [](LICENSE) [](benchmarks/ade_bench/README.md) [](https://github.com/exmergo/dex/actions/workflows/ci.yml)
[](https://www.linkedin.com/company/exmergo/) [](https://x.com/exmergo)
## Install (Claude Code)
Run these commands **inside Claude Code** one at a time ``` /plugin marketplace add exmergo/exmergo-agent-plugins ``` ``` /plugin install dex@exmergo ```
Update later with `/plugin marketplace update exmergo`. The skills appear as `/dex:explore`, `/dex:transform`, and `/dex:maintain` and auto-trigger on matching intent.
## Install (Any Agent)
Run this command in your terminal ``` npx skills install exmergo/dex ```
## `dex`: the agent-native analytics engineering toolkit
**`dex` is analytics engineering** for Claude Code and **any agent**: **data warehouse exploration**, **dbt transformation** and **semantic modeling**, and **schema-drift maintenance** on dbt. Point it at your warehouse (or a local DuckDB file) and your dbt project; it learns the landscape, writes and refactors your dbt transformations and semantic models, and tells you what to fix when anything drifts. The dbt project is the source of truth; every change is a reviewable diff. Read-only against your data.
**It closes the gap a general coding agent still has
Frameworks & Tools
Decision snapshot
recent repository activity
Audit snapshot
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Free and open source. Review the audit before production use.
Growth loop
Scenario-led draft for Dex, ready for a manual X post.
Most coding agents don't fail from lack of model power. They fail when repo context disappears. Dex gives coding agents a repeatable way to plan, patch, review, or ship. 12 stars https://www.openagentskill.com/skills/exmergo-dex?ref=x #AIAgents
Listing + install path for Dex: https://www.openagentskill.com/skills/exmergo-dex?ref=x Install: npx skills add exmergo/dex
Listing source
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
Claim this skillOwner claim
This community indexed listing is attributed to exmergo but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.
Creator backlink kit
Show the canonical listing, current trust and audit signals, and real Agent Proven evidence where developers evaluate the repository.
[](https://www.openagentskill.com/skills/exmergo-dex)
[](https://www.openagentskill.com/skills/exmergo-dex)
[](https://www.openagentskill.com/skills/exmergo-dex/audit)
[](https://www.openagentskill.com/skills/exmergo-dex)exmergo
@exmergo
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