Getting it into your agent
It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.
git clone --depth 1 https://github.com/sfc-gh-dflippo/snowflake-dbt-demonpx agentmods add skills/sfc-gh-dflippo/snowflake-dbt-demo/data-migrationWrote 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/sfc-gh-dflippo/snowflake-dbt-demo/data-migration)<a href="https://agentmods.dev/skills/sfc-gh-dflippo/snowflake-dbt-demo/data-migration"><img src="https://agentmods.dev/badge/skills/sfc-gh-dflippo/snowflake-dbt-demo/data-migration/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/sfc-gh-dflippo/snowflake-dbt-demo/data-migration"><img src="https://agentmods.dev/badge/skills/sfc-gh-dflippo/snowflake-dbt-demo/data-migration.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 | $0.00036 | $0.08272 |
| Opus 5 | $0.00018 | $0.04136 |
| Sonnet 5 | $0.00007 | $0.01654 |
| Haiku 4.5 | $0.00004 | $0.00827 |
Grade A, and why
data-migration-setup scanned grade A with 0 findings 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 2d 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.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 551 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Data Migration Setup
One-time configuration for migrating data from a source database into Snowflake via the scai CLI, plus run → monitor → report after migrate_data(mode="run").
Always use the official tooling. Run data migration through
migrate_data(mode="setup")/migrate_data(mode="run")(backed byscai data migrate). Never suggest writing ad-hoc scripts to extract, copy, or load data outside the DMVF task pipeline — the orchestrator handles partitioning, retries, incremental sync, and load orchestration.
Supported sources: SQL Server, Redshift, Oracle, Teradata, PostgreSQL Supported targets: Native Snowflake tables (default). Iceberg targets are Redshift-only (partial support) — see Extraction strategies reference.
Run-only entry: If you were routed here only to execute
migrateData(registry task) and the workflow YAML already exists, skip Steps 1–2 and complete Step 2a (display the existingworkflow_pathand offer optional updates) before Step 4. Complete Steps 5–6 (background Monitor and error-first migration report), then return the result to the parent. Per-object subagents do not manage shared infrastructure or teardown.
Prerequisite
Load ../../../data-infrastructure/SKILL.md first. It handles shared prerequisites, compute pool registration, and worker config (source host/port/credentials, source database, source schema). Return here after it completes.
Step 1: Choose Migration Approach
1.A — Pick Tables to Migrate (where)
The where parameter is a registry filter that selects which tables go into
the generated workflow. Same syntax as scai code deploy --where (e.g.
source.objectType = 'table' AND source.schema = 'sales',
source.canonicalName IN ('dbo.customers', 'dbo.orders')).
Exact table selection (required when the user lists specific tables)
What ships with it
7 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 2d ago First seen · 551 lines · 36 tokens per session scan A 2f3ef89df7d0
data-migration-setup is a skill published in the GitHub repository sfc-gh-dflippo/snowflake-dbt-demo (33 stars, last pushed 3d ago), licensed Apache-2.0. It adds 36 tokens to every session and 8,272 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-10.
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