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 sasgit 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/sas)<a href="https://agentmods.dev/skills/sfc-gh-dflippo/snowflake-dbt-demo/sas"><img src="https://agentmods.dev/badge/skills/sfc-gh-dflippo/snowflake-dbt-demo/sas/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/sas"><img src="https://agentmods.dev/badge/skills/sfc-gh-dflippo/snowflake-dbt-demo/sas.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 | $0.00067 | $0.00515 |
| Opus 5 | $0.00034 | $0.00258 |
| Sonnet 5 | $0.00013 | $0.00103 |
| Haiku 4.5 | $0.00007 | $0.00052 |
Grade A, and why
sas 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.
What it actually says
SAS → Snowflake (parallel track)
Tell the user:
SAS migration track (Preview) — assessment, code conversion, or
.sas7bdatload. This path does not use SnowConvert or the AIM object registry.
Do not call configure or migration_status as a prerequisite.
Intent routing
| User intent | Load |
|---|---|
| Assess / size / complexity / volume / LOE / waves / readiness | ./assess-sas-migration/SKILL.md |
| Convert / translate / migrate SAS programs (DATA step, PROC, macros) | ./convert-sas-to-snowflake/SKILL.md |
Load / ingest .sas7bdat from a Snowflake stage |
./migrate-sas7bdat-to-snowflake/SKILL.md |
| Validate an existing SAS conversion | ./convert-sas-to-snowflake/validate-sas-conversion/SKILL.md |
| Register SAS source units into the Code Unit Registry (make testable) | ./register-sas-source-units/SKILL.md |
Attach converted .sql to the CUR so scai test can validate it |
./register-sas-converted-units/SKILL.md |
If the request is only "migrate SAS" and does not distinguish code vs datasets, ask:
Do you want to (1) convert SAS programs (
.sas), or (2) load SAS datasets (.sas7bdat) from a stage?
Wait for the user's response — do not proceed until they choose.
Then load exactly one child skill above and follow it end-to-end.
Notes
- Recommended code flow: Assess → Convert (Convert reuses
assessment.jsonwhen present). .sas7bdatload is independent of Assess/Convert.- Snowflake credit-using steps stay gated by the child skill's consent rules.
What ships with it
60 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.
- assess-sas-migration/references/complexity-analysis.md 4.5 KB
- assess-sas-migration/references/sizing-model.md 2.8 KB
- assess-sas-migration/references/threshold-calibration.md 3.3 KB
- assess-sas-migration/references/wave-planning.md 4.8 KB
- assess-sas-migration/SKILL.md 14 KB
- assess-sas-migration/templates/assessment-report.md 11 KB
- assess-sas-migration/templates/effort-staffing-report.md 3.6 KB
- assess-sas-migration/tool/assess_sas.py 5.6 KB runs code
- assess-sas-migration/tool/config.json 151 B
- assess-sas-migration/tool/emit_cur.py 3.6 KB runs code
- assess-sas-migration/tool/README.md 3.0 KB
- assess-sas-migration/tool/requirements.txt 88 B
- assess-sas-migration/tool/sas_analyzer/__init__.py 433 B runs code
- assess-sas-migration/tool/sas_analyzer/assets/snowconvert_ai_logo.svg 2.9 KB
- assess-sas-migration/tool/sas_analyzer/assets/snowflake_logo.svg 6.9 KB
- assess-sas-migration/tool/sas_analyzer/classifier.py 5.4 KB runs code
- assess-sas-migration/tool/sas_analyzer/constants.py 3.5 KB runs code
- assess-sas-migration/tool/sas_analyzer/cur_emitter.py 16 KB runs code
- assess-sas-migration/tool/sas_analyzer/dependency.py 7.6 KB runs code
- assess-sas-migration/tool/sas_analyzer/html_report.py 22 KB runs code
- assess-sas-migration/tool/sas_analyzer/parser.py 15 KB runs code
- assess-sas-migration/tool/sas_analyzer/reporter.py 12 KB runs code
- assess-sas-migration/tool/sas_analyzer/scorer.py 6.1 KB runs code
- assess-sas-migration/tool/tests/test_cur_emitter.py 8.4 KB runs code
- convert-sas-to-snowflake/references/auto-validation.md 11 KB
- convert-sas-to-snowflake/references/batch-mode.md 9.6 KB
- convert-sas-to-snowflake/references/checkpoint-logging.md 5.3 KB
- convert-sas-to-snowflake/references/classification-logic.md 5.9 KB
- convert-sas-to-snowflake/references/common-patterns.md 16 KB
- convert-sas-to-snowflake/references/comparison-rules.md 6.8 KB
- convert-sas-to-snowflake/references/consolidation-patterns.md 9.3 KB
- convert-sas-to-snowflake/references/conversion-rules.md 18 KB
- convert-sas-to-snowflake/references/data-steps.md 13 KB
- convert-sas-to-snowflake/references/e2e-orchestration-test.md 8.0 KB
- convert-sas-to-snowflake/references/function-mappings.md 14 KB
- convert-sas-to-snowflake/references/large-file-rules.md 3.8 KB
- convert-sas-to-snowflake/references/macros.md 14 KB
- convert-sas-to-snowflake/references/mermaid-diagrams.md 6.3 KB
- convert-sas-to-snowflake/references/multi-block-orchestration.md 9.4 KB
- convert-sas-to-snowflake/references/proc-sql.md 6.6 KB
- convert-sas-to-snowflake/references/proc-steps.md 19 KB
- convert-sas-to-snowflake/references/pyspark-fallback.md 5.7 KB
- convert-sas-to-snowflake/references/python-datascience.md 6.7 KB
- convert-sas-to-snowflake/references/schema-inference.md 6.6 KB
- convert-sas-to-snowflake/references/snowflake-compile.md 6.3 KB
- convert-sas-to-snowflake/references/snowflake-execution.md 10 KB
- convert-sas-to-snowflake/references/state-tracker-schema.md 7.9 KB
- convert-sas-to-snowflake/references/synthetic-data-rules.md 11 KB
- convert-sas-to-snowflake/references/validation-execution.md 9.2 KB
- convert-sas-to-snowflake/references/vendor-function-mappings.md 4.3 KB
- convert-sas-to-snowflake/references/vendor-passthrough.md 2.6 KB
- convert-sas-to-snowflake/SKILL.md 44 KB
- convert-sas-to-snowflake/templates/consolidation-report.md 6.9 KB
- convert-sas-to-snowflake/templates/conversion-report.md 28 KB
- convert-sas-to-snowflake/templates/output-mixed.md 8.9 KB
- convert-sas-to-snowflake/templates/output-sql.md 3.2 KB
- convert-sas-to-snowflake/validate-sas-conversion/SKILL.md 21 KB
- convert-sas-to-snowflake/workflows/steps-7-validation.md 8.0 KB
- convert-sas-to-snowflake/workflows/steps-8-10-post-conversion.md 20 KB
- convert-sas-to-snowflake/workflows/validation-pipeline.md 13 KB
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 · 39 lines · 0 tokens per session scan A 5153829e5cee
sas 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 67 tokens to every session and 515 once invoked, about $0.0003 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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