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graph-engineering alternatives

Curated alternatives to graph-engineering — and why you'd switch.

loop-engineering

Reference repo plus npm CLIs (loop-init/audit/cost) for loop engineering: designing scheduled, gated control loops that prompt and orchestrate AI coding agents — Grok, Claude Code, Codex — over time.

Why switchSibling discipline-defining repos — loop engineering steers an agent's iterations through gated control loops; graph engineering steers its topology. The repo's own lineage sentence places them side by side. Read both, adopt the layer you're missing.
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cc-thinking-skills

18 mental models as Claude Code skills — First Principles, Bayesian reasoning, Systems Thinking, OODA, Pre-Mortem and more — invoked when a problem needs a thinking framework.

Why switchBoth install thinking frameworks as skills rather than tools: 18 general mental models there, one deep domain discipline (graph construction and orchestration) here.
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