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Promote mlops from Snowflake-Solutions#29

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jdanielmyers merged 1 commit into
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promote/mlops
May 21, 2026
Merged

Promote mlops from Snowflake-Solutions#29
jdanielmyers merged 1 commit into
mainfrom
promote/mlops

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Summary

Promotes the mlops skill from the internal Snowflake-Solutions/cortex-code-skills repo to public Labs, rewritten for an external builder audience (developers, data engineers).

Run through the v1.1.0 audit pipeline:

  • Holistic LLM rewrite for builder audience
  • All internal Snowflake references substituted with public equivalents (e.g., Snowhouse -> ACCOUNT_USAGE)
  • audience.no_internal_refs check passes
  • Sub-skills folded into <sub>/INSTRUCTIONS.md per the umbrella precedent (manage-zerocopy-sapbdc)

Test plan

  • Audit blocking_failures == 0
  • audience.no_internal_refs passes
  • Frontmatter matches Labs conventions (snowflake-docs / manage-zerocopy-sapbdc precedents)
  • LICENSE present (Snowflake)
  • No Snowflake-Solutions repo path leakage
  • No nested SKILL.md in sub-skill dirs (all converted to INSTRUCTIONS.md)

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jdanielmyers commented May 20, 2026

Audit Report: mlops

Re-audit (post-v1.1.1 + critical fixes). Original report superseded.

Summary

Category 🔴 🟡 🟢
Frontmatter 0 0 0
Structure 0 0 0
Workflow 0 0 1

Critical 🔴

None — all critical findings from the original audit have been addressed.

Warnings 🟡

None.

Suggestions 🟢

  1. Strong "scope split" table clearly delineating ownership between mlops and machine-learning. The "Explain before asking" directive and "per-message intent re-evaluation" rule are good patterns for preventing the agent from assuming user knowledge or losing track of shifting intent. "Red Flags" section is thorough.

Verdict

Ready to merge — Clean router with well-defined scope boundaries, explicit promotion-pattern prerequisite, per-turn intent re-evaluation, and refused rationalizations pattern.

Re-staged with v1.1.1 holistic prompt that adds stopping-point markers,
correct INSTRUCTIONS.md sub-flow cross-refs, and drops invalid tool
snowflake_object_search.

Special: assess-mlops sub removed per plan. Only implement-patterns retained.
All assess-mlops references scrubbed from parent SKILL.md and sub references.
Note: tdd.discipline.has_red_flags residual (pre-existing, not v1.1.1 regression).
@jdanielmyers jdanielmyers merged commit 2e9c023 into main May 21, 2026
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