docs: rewrite dataset card to 5-line federation (3 agent-design + 2 cross-cutting clusters)

README.md

@@ -16,6 +16,9 @@ tags:
   - agent-knowledge-cycle
   - contemplative-ai
   - agent-accountability
+  - authorship-strategy
+  - attention-not-self
+  - computational-phenomenology
   - ecosystem-index
 pretty_name: shimo4228 Research Program Hub — Knowledge Graph
 size_categories:
@@ -29,7 +32,7 @@ configs:
 
 # shimo4228 Research Program Hub — Knowledge Graph
 
-JSON-LD **federation index** linking the three sibling research lines of the shimo4228 research program — Agent Knowledge Cycle (AKC), Contemplative Agent, and Agent Attribution Practice (AAP) — together with their ecosystem repositories.
+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.
 
 ## What this dataset is
 
@@ -38,19 +41,23 @@ This dataset is a **mirror** of the `graph.jsonld` file at the root of the shimo
 Why the dataset name `research-program-hub` rather than `shimo4228` (the GitHub repo name): on Hugging Face, content is read primarily by its name, not by an account context. `research-program-hub` makes the dataset's role (federation index for a research program) legible at first glance, while the GitHub origin remains in the canonical-source link below.
 
 - **Primary canonical source**: <https://github.com/shimo4228/shimo4228>
-- **Sibling lines** (cited via DOI in the graph):
-  - Agent Knowledge Cycle (AKC): [10.5281/zenodo.19200726](https://doi.org/10.5281/zenodo.19200726)
-  - Contemplative Agent: [10.5281/zenodo.19212118](https://doi.org/10.5281/zenodo.19212118)
-  - Agent Attribution Practice (AAP): [10.5281/zenodo.19652013](https://doi.org/10.5281/zenodo.19652013)
+- **Sibling lines** (cited via concept DOI in the graph):
+  - **Agent-design lines** (three):
+    - Agent Knowledge Cycle (AKC): [10.5281/zenodo.19200726](https://doi.org/10.5281/zenodo.19200726)
+    - Contemplative Agent: [10.5281/zenodo.19212118](https://doi.org/10.5281/zenodo.19212118)
+    - Agent Attribution Practice (AAP): [10.5281/zenodo.19652013](https://doi.org/10.5281/zenodo.19652013)
+  - **Cross-cutting lines** (two):
+    - Authorship Strategy: [10.5281/zenodo.20263316](https://doi.org/10.5281/zenodo.20263316)
+    - Attention, Not Self: [10.5281/zenodo.20262112](https://doi.org/10.5281/zenodo.20262112)
 - **License**: CC BY 4.0
-- **Hub-itself DOI**: none. The hub is a federation index; the citable artifacts are the three sibling DOIs above. Cite the relevant sibling rather than the hub.
+- **Hub-itself DOI**: none. The hub is a federation index; the citable artifacts are the five sibling DOIs above. Cite the relevant sibling rather than the hub.
 
 ## Files
 
 | File | Purpose |
 |---|---|
 | `graph.jsonld` | Canonical JSON-LD form (hand-curated). Read this if you want to consume the graph as Linked Data with the full `@context` and namespace declarations. |
-| `graph.jsonl` | Row-wise flattened version of the `@graph` array (31 nodes, one per line). Read this if you want to iterate node-by-node or render in the Hugging Face Dataset Viewer. |
+| `graph.jsonl` | Row-wise flattened version of the `@graph` array (one per line). Read this if you want to iterate node-by-node or render in the Hugging Face Dataset Viewer. |
 
 The two files contain identical data. `graph.jsonl` is generated mechanically from `graph.jsonld` via:
 
@@ -60,12 +67,15 @@ jq -c '.["@graph"][]' graph.jsonld > graph.jsonl
 
 ## What the graph encodes
 
-A federation index across three sibling research lines and their ecosystem repos:
+A federation index across five sibling research lines and their ecosystem repos:
 
-- **Three sibling research lines**: Agent Knowledge Cycle (mechanism), Contemplative Agent (reference implementation), Agent Attribution Practice (content / accountability). Each is encoded with DOI, sibling links, and a one-paragraph description.
-- **Ecosystem repositories**: `contemplative-agent-rules` (four-axiom values layer), `contemplative-moltbook` (working repo), and `agent-knowledge-cycle` ADR notebook. Each links back to its parent sibling via `derivesFrom` or `siblingOf`.
-- **Sibling-not-dependency relationships at the schema level**: the graph schema deliberately has **no** `dependsOn` edge type. Sibling research lines are independent enough that none `depends on` another; they `sibling` each other. Any reader assuming a dependency tree across the three lines is reading wrong.
-- **Concept anchors**: shared concepts referenced across sibling lines (six-phase loop, three-layer structure, scaffold dissolution, etc.) are encoded as concept nodes that any sibling can `definesConcept` independently.
+- **Five sibling research lines, in two clusters**:
+  - *Agent-design cluster*: Agent Knowledge Cycle (mechanism — six-phase bidirectional growth loop), Contemplative Agent (reference implementation — four axioms + memory dynamics), Agent Attribution Practice (content — ADRs + Four Business AI Quadrants on accountability distribution).
+  - *Cross-cutting cluster*: Authorship Strategy (normative framework + tactical catalog for AI-era authenticity inversion, with empirical grounding in the program's own operating ecosystem), Attention Not Self (Buddhist Abhidharma traditions mapped onto contemporary computational phenomenology — predictive processing, active inference, Global Workspace Theory, Parallel Distributed Processing).
+  - Each line is encoded with concept DOI, sibling links, and a one-paragraph description.
+- **Ecosystem repositories**: component skills and supporting repos (the four `claude-skill-*` repos operationalizing the Authorship Strategy framework, the `contemplative-agent-rules` four-axiom values layer, the `agent-knowledge-cycle` ADR notebook, and others). Each links back to its parent sibling via `derivesFrom` or `siblingOf`.
+- **Sibling-not-dependency relationships at the schema level**: the graph schema deliberately has **no** `dependsOn` edge type. Sibling research lines are independent enough that none `depends on` another; they `sibling` each other. Any reader assuming a dependency tree across the five lines is reading wrong.
+- **Concept anchors**: shared concepts referenced across sibling lines (six-phase loop, three-layer structure, scaffold dissolution, prohibition-strength hierarchy, three-axis inversion, four-layer judgment stack, attention-as-precision-weighting, etc.) are encoded as concept nodes that any sibling can `definesConcept` independently.
 
 ## Why JSON-LD
 
@@ -77,42 +87,67 @@ Each node carries a stable URI in the `https://shimo4228.github.io/shimo4228/voc
 
 ## Why a "hub" at all
 
-Each sibling line (AKC, Contemplative Agent, AAP) is independently DOI-versioned and citable. The hub does not duplicate that content; it provides a **machine-readable navigation index** so that an LLM, after picking up any one sibling, can discover the other two without keyword search. Two siblings might end up consumed in isolation; the hub closes the loop.
+Each sibling line is independently DOI-versioned and citable. The hub does not duplicate that content; it provides a **machine-readable navigation index** so that an LLM, after picking up any one sibling, can discover the other four without keyword search. Several siblings might end up consumed in isolation; the hub closes the loop.
 
 The federation pattern is the same as the role `schema.org` plays for the open web, or `SKOS` plays for thesauri: a hub vocabulary that other vocabularies declare alignment with.
 
 ## Sibling datasets (on Hugging Face)
 
-| Sibling | Hugging Face dataset | Role |
-|---|---|---|
-| Agent Knowledge Cycle | [Shimo4228/agent-knowledge-cycle](https://huggingface.co/datasets/Shimo4228/agent-knowledge-cycle) | Mechanism — six-phase bidirectional growth loop |
-| Contemplative Agent | [Shimo4228/contemplative-agent](https://huggingface.co/datasets/Shimo4228/contemplative-agent) | Reference implementation — four axioms + memory dynamics |
-| Agent Attribution Practice (AAP) | [Shimo4228/agent-attribution-practice](https://huggingface.co/datasets/Shimo4228/agent-attribution-practice) | Content — ADRs + Business AI Quadrants on accountability distribution |
+| Sibling | Cluster | Hugging Face dataset | Role |
+|---|---|---|---|
+| Agent Knowledge Cycle | agent-design | [Shimo4228/agent-knowledge-cycle](https://huggingface.co/datasets/Shimo4228/agent-knowledge-cycle) | Mechanism — six-phase bidirectional growth loop |
+| Contemplative Agent | agent-design | [Shimo4228/contemplative-agent](https://huggingface.co/datasets/Shimo4228/contemplative-agent) | Reference implementation — four axioms + memory dynamics |
+| Agent Attribution Practice (AAP) | agent-design | [Shimo4228/agent-attribution-practice](https://huggingface.co/datasets/Shimo4228/agent-attribution-practice) | Content — ADRs + Business AI Quadrants on accountability distribution |
+| Authorship Strategy | cross-cutting | [Shimo4228/authorship-strategy](https://huggingface.co/datasets/Shimo4228/authorship-strategy) | Doctrine — three-axis inversion + four-layer judgment stack for AI-era authorship |
+| Attention, Not Self | cross-cutting | [Shimo4228/attention-not-self](https://huggingface.co/datasets/Shimo4228/attention-not-self) | Cross-tradition mapping — Buddhist Abhidharma meets computational phenomenology |
 
 ## Citation
 
-The hub itself is not a citable artifact. Cite the relevant sibling line(s) instead:
+The hub itself is not a citable artifact. Cite the relevant sibling line(s) instead. Use the **concept DOI** (which always resolves to the latest version) rather than a per-version DOI:
 
 ```bibtex
 @software{shimomoto_akc_2026,
   author    = {Shimomoto, Tatsuya},
   title     = {Agent Knowledge Cycle (AKC)},
   doi       = {10.5281/zenodo.19200726},
-  url       = {https://github.com/shimo4228/agent-knowledge-cycle}
+  url       = {https://github.com/shimo4228/agent-knowledge-cycle},
+  orcid     = {0009-0002-6168-4162}
 }
 
 @software{shimomoto_contemplative_2026,
   author    = {Shimomoto, Tatsuya},
   title     = {Contemplative Agent},
   doi       = {10.5281/zenodo.19212118},
-  url       = {https://github.com/shimo4228/contemplative-agent}
+  url       = {https://github.com/shimo4228/contemplative-agent},
+  orcid     = {0009-0002-6168-4162}
 }
 
 @software{shimomoto_aap_2026,
   author    = {Shimomoto, Tatsuya},
   title     = {Agent Attribution Practice (AAP)},
   doi       = {10.5281/zenodo.19652013},
-  url       = {https://github.com/shimo4228/agent-attribution-practice}
+  url       = {https://github.com/shimo4228/agent-attribution-practice},
+  orcid     = {0009-0002-6168-4162}
+}
+
+@software{shimomoto_authorship_strategy_2026,
+  author    = {Shimomoto, Tatsuya},
+  title     = {Authorship Strategy: A Normative Framework and Tactical
+               Catalog for AI-Era Authenticity Inversion, with
+               Empirical Grounding from a Four-Repository Research
+               Ecosystem},
+  doi       = {10.5281/zenodo.20263316},
+  url       = {https://github.com/shimo4228/authorship-strategy},
+  orcid     = {0009-0002-6168-4162}
+}
+
+@misc{shimomoto_attention_not_self_2026,
+  author    = {Shimomoto, Tatsuya},
+  title     = {Attention, Not Self: Buddhist Abhidharma Meets
+               Computational Phenomenology},
+  doi       = {10.5281/zenodo.20262112},
+  url       = {https://github.com/shimo4228/attention-not-self},
+  orcid     = {0009-0002-6168-4162}
 }
 ```