Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add sfc-gh-dflippo/snowflake-dbt-demo --skill migrate-objectgit clone --depth 1 https://github.com/sfc-gh-dflippo/snowflake-dbt-demoWrote 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/migrate-object)<a href="https://agentmods.dev/skills/sfc-gh-dflippo/snowflake-dbt-demo/migrate-object"><img src="https://agentmods.dev/badge/skills/sfc-gh-dflippo/snowflake-dbt-demo/migrate-object/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/migrate-object"><img src="https://agentmods.dev/badge/skills/sfc-gh-dflippo/snowflake-dbt-demo/migrate-object.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 | $0.00037 | $0.00842 |
| Opus 5 | $0.00018 | $0.00421 |
| Sonnet 5 | $0.00007 | $0.00168 |
| Haiku 4.5 | $0.00004 | $0.00084 |
Grade A, and why
migrate-object 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 — 57 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Migrate Object — Reference
This document describes the conceptual flow for migrating a single object. The state machine drives execution — you do not follow these steps manually. Each task in the machine points to a specific guide via its skill field.
Overview
Each object goes through a pipeline managed by the state machine:
- Claim —
claimObjectreserves the object for this user. - Checkout —
checkoutBranchcreates or switches to a git branch. - Convert —
convertruns SnowConvert to produce initial Snowflake SQL. - Test prep — procedures/functions with a source side:
createTests+captureBaselinegenerate test YAML and capture source-side baselines. Procedures/functions with no source (UDF helpers) skip this and go straight to deploy. BTEQ scripts:seedScript(binding values + import fixtures resolved from the shell script that runs it viascai test seed --bindings-from, hand-filled otherwise — see ../baseline-capture/seed-script/SKILL.md) thencaptureBaseline. - Deploy —
deploypushes the SQL to Snowflake. See DEPLOY.md. - Validate — depending on object type:
- Tables:
migrateData→validateData - Views:
validateView - Procedures/functions with a source side:
runTests. See RUN_TESTS.md. - Procedures/functions with no source:
verify. See VERIFY.md. - BTEQ scripts:
runTests(deploy is skipped — the converted script is run by the test). See RUN_TESTS.md.
- Tables:
- Fix loop — if deployment or validation fails, the machine enters a cycle:
applyRules— apply known migration rules from the rule engine.fixCode— diagnose the failure and make targeted fixes. See DIAGNOSE_FIX.md.- Loop back to deploy.
- Extract rules —
extractRulescaptures reusable rules from successful fixes. See DEDUCE_RULE.md. - Finalize —
finalizeBranchcommits and pushes,markDonecloses the claim.
What ships with it
8 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 · 57 lines · 37 tokens per session scan A dc6bc0d73175
migrate-object 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 37 tokens to every session and 842 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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