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README.md
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- ai-research
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- ai-architecture
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- agent-knowledge-cycle
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- contemplative-ai
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- agent-accountability
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- authorship-strategy
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# shimo4228 Research Program Hub — Knowledge Graph
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JSON-LD **federation index** linking the five sibling research lines of the shimo4228 research program — three agent-design lines (Agent Knowledge Cycle, Contemplative Agent, Agent Attribution Practice) and two cross-cutting lines (Authorship Strategy, Attention Not Self) — together with their ecosystem repositories.
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## What this dataset is
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- ai-research
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- ai-architecture
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- agent-knowledge-cycle
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- harness-engineering
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- contemplative-ai
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- agent-accountability
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- authorship-strategy
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# shimo4228 Research Program Hub — Knowledge Graph
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JSON-LD **federation index** linking the five sibling research lines of the shimo4228 research program — three agent-design lines (Agent Knowledge Cycle, Contemplative Agent, Agent Attribution Practice) and two cross-cutting lines (Authorship Strategy, Attention Not Self) — together with their ecosystem repositories. The program's through-line is **value-layer harness engineering**: extending the engineered agent harness past tools, permissions, and evals up to norms, constitutions, and values, and governing those top layers with the same human-gated cycle as every layer below (encoded in the graph as the hub-defined concept node `value-layer-harness-engineering`).
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## What this dataset is
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