Borrowing it
Nothing to install: this file belongs to ai-analyst-lab/agentxp. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/ai-analyst-lab/agentxp/main/.claude/skills/connect-data/SKILL.mdgit clone --depth 1 https://github.com/ai-analyst-lab/agentxpWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/ai-analyst-lab/agentxp/connect-data)<a href="https://agentmods.dev/skills/ai-analyst-lab/agentxp/connect-data"><img src="https://agentmods.dev/badge/skills/ai-analyst-lab/agentxp/connect-data/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/ai-analyst-lab/agentxp/connect-data"><img src="https://agentmods.dev/badge/skills/ai-analyst-lab/agentxp/connect-data.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00044 | $0.00702 |
| Opus 5.5 | $0.00018 | $0.00281 |
| Sonnet 5.5 | $0.00009 | $0.00140 |
| Haiku 4.5 | $0.00004 | $0.00070 |
Grade B, and why
connect-data scanned grade B with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Asks for rootmediumPrivilege escalation
A mod that escalates privileges can change anything on the machine, not only the project.
description: Wire a warehouse profile via an interactive wizard. Supports DuckDB, Snowflake, BigQuery, Databricks. Writes ~/.agentxp/credentials/<dialect>/<profile>.yaml at chmod 600. How it starts
The opening of the file, as written. The whole thing — 85 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Skill: /connect-data
Purpose
Wire a warehouse profile so the design and analyze verbs can probe_data against it. The wizard walks the user through the connection fields for their chosen dialect, tests the connection, and writes the credentials file.
When to invoke
Direct:
/connect-data <dialect>— start the wizard for one dialect/connect-data— ask the user which dialect first
Supported dialects: duckdb, snowflake, bigquery, databricks.
Plain-English routing:
| Phrase | What to do |
|---|---|
| "Connect to my Snowflake warehouse" | /connect-data snowflake |
| "Wire up the demo DuckDB" | /connect-data duckdb |
| "I need to set up BigQuery" | /connect-data bigquery |
| "Hook up Databricks" | /connect-data databricks |
Procedure
1. Pick the dialect
If the user did not supply one, ask. Then:
from agentxp.workflows.connect import run_wizard
out_path = run_wizard(dialect)
The wizard prompts for each field per the dialect schema. Fields with defaults can be left blank; required fields prompt until non-empty. The wizard writes ~/.agentxp/credentials/<dialect>/<profile>.yaml at chmod 600.
2. Test the connection
After the wizard returns, attempt a minimal query (e.g., SELECT 1) through the safety pipeline:
from agentxp.orchestrator.tools import probe_data
result = probe_data("SELECT 1", mode="analyze", dialect=dialect)
If the query fails: surface the error to the user and offer to re-run the wizard.
3. Confirm + print next step
Profile written to ~/.agentxp/credentials/<dialect>/<profile>.yaml
Next: /design --data <path-or-profile> to begin an experiment.
Tools you call
run_wizardfromagentxp.workflows.connectprobe_data(mode="analyze")fromagentxp.orchestrator.toolsfor the connection test
Rules cited
- R10 — credential file shape is a Pydantic-validated schema (no ad-hoc fields)
- R11 — once wired, design queries against this warehouse run in
mode="design"and refuse outcome columns
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 2mo ago First seen · 85 lines · 44 tokens per session scan B b1ca4e0db46a
connect-data is a skill published in the GitHub repository ai-analyst-lab/agentxp (12 stars, last pushed 2mo ago), licensed Apache-2.0. It adds 44 tokens to every session and 702 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it B with 1 finding (asks for root). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
connect-data compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| connect-dataai-analyst-lab/agentxp | Skill | 12 | 2mo ago | Apache-2.0 | B | 44 | Claude Code |
| embeddingsruvnet/ruflo | Skill | 81k | yesterday | MIT | A | 62 | Claude Code |
| rag-pineconedavila7/claude-code-templates | Skill | 33k | yesterday | MIT | A | 65 | Claude Code, Codex |
| data-engineerdavila7/claude-code-templates | Skill | 33k | yesterday | MIT | A | 35 | Claude Code, Codex |
| similarity-search-patternsforyourhealth111-pixel/Vibe-Skills | Skill | 3.8k | 3d ago | Apache-2.0 | A | 30 | Claude Code, Codex |
| ingesting-into-data-lakeaws/agent-toolkit-for-aws | Skill | 3.4k | yesterday | Apache-2.0 | A | 228 | Claude Code |
| graphjin-envdosco/graphjin | Skill | 3.2k | 5d ago | Apache-2.0 | A | 61 | Claude Code, Codex |