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schema-optimization-orchestrator

7.0

by jeremylongshore

71Favorites
346Upvotes
0Downvotes

Multi-phase schema optimization workflow orchestrator. Creates session directories, spawns phase agents sequentially, validates outputs, aggregates results. Trigger: "run schema optimization", "optimize schema workflow", "execute schema phases"

hyperparameter tuning

7.0

Rating

0

Installs

Machine Learning

Category

Quick Review

Excellent orchestrator skill with clear multi-phase workflow definition. The SKILL.md provides comprehensive guidance on inputs, outputs, validation rules, and error handling that would enable a CLI agent to execute the entire schema optimization pipeline. Each phase is well-documented with expected JSON schemas, validation steps, and file artifacts. The structure is logical with clear sequential dependencies between phases. The skill demonstrates high novelty by coordinating complex multi-agent workflows with strict validation - a task that would be token-intensive and error-prone for a CLI agent to manage ad-hoc. Minor improvement areas: could benefit from more concrete examples of validation failure scenarios and slightly more detail on how phase agents are actually spawned (though the Task tool mechanism is implied). The orchestration pattern, error handling, and evidence collection make this a genuinely useful automation that reduces both cost and cognitive load.

LLM Signals

Description coverage9
Task knowledge9
Structure8
Novelty8

GitHub Signals

1,046
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Last commit 0 days ago

Publisher

jeremylongshore

jeremylongshore

Skill Author

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Publisher

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jeremylongshore

Skill Author

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