manusabbath-arch
Community@manusabbath-arch
I'm going off the rails on a crazy train! #Aprendiz
Agent Skills by manusabbath-arch
Showing 6 vetted skills indexed across 1 GitHub repositories.
manusabbath-archagent-ready-project
Hardens codebases built by AI agents with validation loops, guards, and self-verifying docs.
manusabbath-archdata-medallion-architecture
Designs end-to-end medallion data pipelines from source selection to gold-layer dashboards.
manusabbath-archdelta-lakehouse
Builds ETL pipelines that store structured and unstructured data in versioned Delta lakehouse tables.
manusabbath-archempirical-system-invariants
Validates per-cycle data contracts in pipelines and fails builds on NULL fields.
manusabbath-archempirical-project-playbook
Applies pre-registration, anti-mining checks, and build-failing guards to empirical projects built with AI agents.
manusabbath-archhermes-skills-tap-workflow
Publish and propagate Hermes skills through a GitHub tap repository.
Frequently Asked Questions About manusabbath-arch
FAQPage SchemaWhat tasks can I accomplish with manusabbath-arch's skills?ā¼
You can design medallion bronze-silver-gold lakehouse architectures, build ETL pipelines with Delta tables featuring time travel, upserts, partitioning, vacuum and compaction, enforce per-cycle data contracts that fail builds on phantom wiring, and harden agent-written codebases with pre-commit, CI, and pre-push validation loops.
Who are these skills designed for?ā¼
Data engineers building lakehouse pipelines, developers running AI agents that write and modify code, and teams auditing empirical or data-driven projects. They suit anyone needing verified measurement, anti-mining defenses, shadow-mode rollouts, and guards against agent failure modes like invented API signatures.
How do I install and run these skills?ā¼
Skills are authored and published through a GitHub tap repo using the hermes-skills-tap-workflow skill, which installs them into profiles at their canonical source and prevents installed-copy drift. All six skills run on Linux, macOS, and Windows platforms.
Are these skills free and open source?ā¼
Yes. All six skills are released under the MIT license by author Hermes Agent, permitting free use, modification, and redistribution. They are distributed publicly through the GitHub tap repository at no cost.
What dependencies do the data pipeline skills require?ā¼
The delta-lakehouse skill uses deltalake, duckdb, and pyarrow for extraction, Delta tables, and querying. The medallion architecture skill additionally covers dashboard and ML consumption layers. Verification skills rely on pre-commit hooks, CI pipelines, and guard scripts that fail builds on broken data links.