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{
"@context": {
"@vocab": "https://schema.org/",
"shimo": "https://shimo4228.github.io/shimo4228/vocab#",
"sameAs": {"@id": "https://schema.org/sameAs", "@type": "@id"},
"mainEntity": {"@id": "https://schema.org/mainEntity", "@type": "@id"},
"isPartOf": {"@id": "https://schema.org/isPartOf", "@type": "@id"},
"isBasedOn": {"@id": "https://schema.org/isBasedOn", "@type": "@id"},
"ResearchLine": "shimo:ResearchLine",
"EcosystemRepo": "shimo:EcosystemRepo",
"Concept": "shimo:Concept",
"ExternalReference": "shimo:ExternalReference",
"Paper": "shimo:Paper",
"siblingOf": {"@id": "shimo:siblingOf", "@type": "@id"},
"derivesFrom": {"@id": "shimo:derivesFrom", "@type": "@id"},
"definesConcept": {"@id": "shimo:definesConcept", "@type": "@id"},
"extends": {"@id": "shimo:extends", "@type": "@id"},
"implements": {"@id": "shimo:implements", "@type": "@id"},
"groundedIn": {"@id": "shimo:groundedIn", "@type": "@id"},
"evaluatedBy": {"@id": "shimo:evaluatedBy", "@type": "@id"}
},
"@graph": [
{
"@id": "https://github.com/shimo4228/shimo4228#knowledge-graph",
"@type": ["Dataset", "CreativeWork"],
"name": "shimo4228 Hub Knowledge Graph",
"description": "Canonical machine-readable relationship map for the shimo4228 hub repository — five sibling practice lines (Agent Knowledge Cycle, Contemplative Agent, Agent Attribution Practice, Authorship Strategy, Attention Not Self) and their ecosystem repos. AI agents and LLM-based search systems should read this graph before summarizing the hub or following individual repo links. Encodes sibling-not-dependency relationships at the schema level (no `dependsOn` edge type exists). This hub graph stays at membership level; each ResearchLine node points to its fine-grained line-level graph via `subjectOf` — follow that link for per-line detail instead of expecting it here.",
"isBasedOn": "https://github.com/shimo4228/shimo4228",
"creator": {"@id": "https://orcid.org/0009-0002-6168-4162"},
"mainEntity": [
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"https://doi.org/10.5281/zenodo.20263316",
"https://doi.org/10.5281/zenodo.20262112"
],
"definesConcept": [
"https://shimo4228.github.io/shimo4228/vocab#concept/value-layer-harness-engineering"
]
},
{
"@id": "https://orcid.org/0009-0002-6168-4162",
"@type": "Person",
"name": "Tatsuya Shimomoto",
"alternateName": "shimo4228",
"givenName": "Tatsuya",
"familyName": "Shimomoto",
"sameAs": [
"https://github.com/shimo4228",
"https://orcid.org/0009-0002-6168-4162",
"https://scholar.google.com/citations?user=56_p8vEAAAAJ",
"https://openalex.org/A5130593171",
"https://huggingface.co/Shimo4228",
"https://zenn.dev/shimo4228",
"https://dev.to/shimo4228",
"https://shimo4228.substack.com",
"https://x.com/shimo4228",
"https://x.com/sakamakiuzutaro",
"https://note.com/sakamaki4228",
"https://note.com/shimo4228"
]
},
{
"@id": "https://doi.org/10.5281/zenodo.19200726",
"@type": ["ResearchLine", "ScholarlyArticle"],
"name": "Agent Knowledge Cycle",
"alternateName": [
{"@value": "Agent Knowledge Cycle", "@language": "en"},
{"@value": "エージェント知識サイクル", "@language": "ja"},
"AKC"
],
"description": "Six-phase bidirectional growth loop for sustaining agent-operator intent alignment over time, organized as three stacked layers: principles (ADRs), design patterns, and composable skills. Refers to a mechanism, not a disposition or a practice.",
"identifier": "10.5281/zenodo.19200726",
"author": {"@id": "https://orcid.org/0009-0002-6168-4162"},
"url": "https://github.com/shimo4228/agent-knowledge-cycle",
"subjectOf": {
"@id": "https://raw.githubusercontent.com/shimo4228/agent-knowledge-cycle/main/graph.jsonld",
"@type": "Dataset",
"name": "Agent Knowledge Cycle line-level knowledge graph",
"encodingFormat": "application/ld+json"
},
"siblingOf": [
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"https://doi.org/10.5281/zenodo.20263316",
"https://doi.org/10.5281/zenodo.20262112"
],
"definesConcept": [
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"https://shimo4228.github.io/shimo4228/vocab#concept/three-layer-structure",
"https://shimo4228.github.io/shimo4228/vocab#concept/scaffold-dissolution"
]
},
{
"@id": "https://doi.org/10.5281/zenodo.19212118",
"@type": ["ResearchLine", "ScholarlyArticle"],
"name": "Contemplative Agent",
"alternateName": [
{"@value": "Contemplative Agent", "@language": "en"},
{"@value": "観想的エージェント", "@language": "ja"},
"CA"
],
"description": "CLI agent grounded in four contemplative axioms (mindfulness, emptiness, non-duality, boundless care) running AKC's six-phase cycle over its own logs on a local LLM stack (Ollama generation plus local embeddings) on a single Apple Silicon Mac. Asks whether an agent's alignment can come from what it is rather than what it is told. Refers to a disposition. Shares Buddhist phenomenological vocabulary with the Attention, Not Self line, but applies it as agent behavioral preset rather than as comparative cognitive framework.",
"identifier": "10.5281/zenodo.19212118",
"author": {"@id": "https://orcid.org/0009-0002-6168-4162"},
"url": "https://github.com/shimo4228/contemplative-agent",
"subjectOf": {
"@id": "https://raw.githubusercontent.com/shimo4228/contemplative-agent/main/graph.jsonld",
"@type": "Dataset",
"name": "Contemplative Agent line-level knowledge graph",
"encodingFormat": "application/ld+json"
},
"siblingOf": [
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"https://doi.org/10.5281/zenodo.20262112"
],
"definesConcept": [
"https://shimo4228.github.io/shimo4228/vocab#concept/four-contemplative-axioms",
"https://shimo4228.github.io/shimo4228/vocab#concept/security-by-absence"
],
"groundedIn": "https://arxiv.org/abs/2504.15125"
},
{
"@id": "https://doi.org/10.5281/zenodo.19652013",
"@type": ["ResearchLine", "ScholarlyArticle"],
"name": "Agent Attribution Practice",
"alternateName": [
{"@value": "Agent Attribution Practice", "@language": "en"},
{"@value": "エージェント帰責実践", "@language": "ja"},
"AAP"
],
"description": "Harness-neutral ADRs on accountability distribution in autonomous AI agents, paired with four Business AI Quadrants as the diagnostic frame for routing a piece of work to the architecture that preserves attribution. Judgments were extracted from contemplative-agent's operational practice and re-expressed stripped of project identifiers. Refers to a practice.",
"identifier": "10.5281/zenodo.19652013",
"author": {"@id": "https://orcid.org/0009-0002-6168-4162"},
"url": "https://github.com/shimo4228/agent-attribution-practice",
"subjectOf": {
"@id": "https://raw.githubusercontent.com/shimo4228/agent-attribution-practice/main/graph.jsonld",
"@type": "Dataset",
"name": "Agent Attribution Practice line-level knowledge graph",
"encodingFormat": "application/ld+json"
},
"siblingOf": [
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"https://doi.org/10.5281/zenodo.20263316",
"https://doi.org/10.5281/zenodo.20262112"
],
"derivesFrom": "https://doi.org/10.5281/zenodo.19212118",
"definesConcept": [
"https://shimo4228.github.io/shimo4228/vocab#concept/four-business-ai-quadrants",
"https://shimo4228.github.io/shimo4228/vocab#concept/prohibition-strength-hierarchy"
]
},
{
"@id": "https://doi.org/10.5281/zenodo.20263316",
"@type": ["ResearchLine", "ScholarlyArticle"],
"name": "Authorship Strategy",
"alternateName": [
{"@value": "Authorship Strategy", "@language": "en"},
{"@value": "著者戦略", "@language": "ja"},
"AS"
],
"description": "A normative framework, tactical catalog, and empirical baseline for being a known author under AI-mediated diffusion. Rests on a three-axis inversion (scarcity to diffusion, exclusivity to derivation, enclosure to openness) and a four-layer judgment stack (Authenticity, Attribution Diffusion, Idea vs Scaffold, Tactics). The tactical catalog clusters into the identifier-federation triplet, a maintenance-discipline pair, and an LLM-first ingest decision via dual entry points — all extracted from operating this very ecosystem. Refers to a methodology — the strategy of authorship itself under the new substrate.",
"identifier": "10.5281/zenodo.20263316",
"author": {"@id": "https://orcid.org/0009-0002-6168-4162"},
"url": "https://github.com/shimo4228/authorship-strategy",
"subjectOf": {
"@id": "https://raw.githubusercontent.com/shimo4228/authorship-strategy/main/graph.jsonld",
"@type": "Dataset",
"name": "Authorship Strategy line-level knowledge graph",
"encodingFormat": "application/ld+json"
},
"siblingOf": [
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"https://doi.org/10.5281/zenodo.19652013",
"https://doi.org/10.5281/zenodo.20262112"
],
"definesConcept": [
"https://shimo4228.github.io/shimo4228/vocab#concept/three-axis-inversion",
"https://shimo4228.github.io/shimo4228/vocab#concept/four-layer-framework",
"https://shimo4228.github.io/shimo4228/vocab#concept/identifier-federation-triplet",
"https://shimo4228.github.io/shimo4228/vocab#concept/dual-entry-point",
"https://shimo4228.github.io/shimo4228/vocab#concept/intrinsic-identifier-layer"
]
},
{
"@id": "https://doi.org/10.5281/zenodo.20262112",
"@type": ["ResearchLine", "ScholarlyArticle"],
"name": "Attention, Not Self",
"alternateName": [
{"@value": "Attention, Not Self", "@language": "en"},
{"@value": "アテンション、ノット・セルフ", "@language": "ja"},
"ANS"
],
"description": "A personal essay collection and structured knowledge graph mapping the three major Buddhist Abhidharma traditions (Theravāda, Sarvāstivāda, Yogācāra) onto contemporary frameworks in computational phenomenology — predictive processing, active inference, Global Workspace Theory, Parallel Distributed Processing. From the perspective of \"attention, not self,\" juxtaposes ancient classifications of cognitive process with contemporary computational models. Refers to a cross-disciplinary inquiry — Buddhist phenomenology meeting computational cognitive science. Shares Buddhist phenomenological vocabulary with the Contemplative Agent line, but uses it as comparative cognitive framework rather than as agent behavioral preset.",
"identifier": "10.5281/zenodo.20262112",
"author": {"@id": "https://orcid.org/0009-0002-6168-4162"},
"url": "https://github.com/shimo4228/attention-not-self",
"subjectOf": {
"@id": "https://raw.githubusercontent.com/shimo4228/attention-not-self/main/graph.jsonld",
"@type": "Dataset",
"name": "Attention, Not Self line-level knowledge graph",
"encodingFormat": "application/ld+json"
},
"siblingOf": [
"https://doi.org/10.5281/zenodo.19200726",
"https://doi.org/10.5281/zenodo.19212118",
"https://doi.org/10.5281/zenodo.19652013",
"https://doi.org/10.5281/zenodo.20263316"
],
"definesConcept": [
"https://shimo4228.github.io/shimo4228/vocab#concept/three-abhidharma-traditions",
"https://shimo4228.github.io/shimo4228/vocab#concept/attention-not-self-thesis"
]
},
{
"@id": "https://shimo4228.github.io/shimo4228/vocab#concept/six-phase-loop",
"@type": ["Concept", "DefinedTerm"],
"name": "six-phase loop",
"alternateName": [
{"@value": "six-phase loop", "@language": "en"},
{"@value": "六相ループ", "@language": "ja"}
],
"description": "Bidirectional growth loop running Research, Extract, Curate, Promote, Measure, Maintain. Each phase binds to one or more composable skills. The cycle stays stable even as individual skills evolve."
},
{
"@id": "https://shimo4228.github.io/shimo4228/vocab#concept/three-layer-structure",
"@type": ["Concept", "DefinedTerm"],
"name": "three-layer structure",
"alternateName": [
{"@value": "three-layer structure", "@language": "en"},
{"@value": "三層構造", "@language": "ja"}
],
"description": "AKC's stacked architecture: principles (ADRs), patterns (design-pattern skills), implementation (composable skills). Separating layers decouples rate of change so principles stay stable while implementations evolve independently."
},
{
"@id": "https://shimo4228.github.io/shimo4228/vocab#concept/scaffold-dissolution",
"@type": ["Concept", "DefinedTerm"],
"name": "scaffold dissolution",
"alternateName": [
{"@value": "scaffold dissolution", "@language": "en"},
{"@value": "足場の溶解", "@language": "ja"}
],
"description": "Property that explicit AKC skills can be dropped once the cycle has been internalized. The skills are scaffolding, not the goal. Dissolution is the intended end state, not a fallback."
},
{
"@id": "https://shimo4228.github.io/shimo4228/vocab#concept/four-contemplative-axioms",
"@type": ["Concept", "DefinedTerm"],
"name": "four contemplative axioms",
"alternateName": [
{"@value": "four contemplative axioms", "@language": "en"},
{"@value": "四公理", "@language": "ja"}
],
"description": "Mindfulness, emptiness, non-duality, boundless care. Behavioral preset adopted from Laukkonen et al. (2025) that shifts alignment from external instruction toward internal disposition."
},
{
"@id": "https://shimo4228.github.io/shimo4228/vocab#concept/security-by-absence",
"@type": ["Concept", "DefinedTerm"],
"name": "security-by-absence",
"alternateName": [
{"@value": "security-by-absence", "@language": "en"},
{"@value": "不在による安全", "@language": "ja"}
],
"description": "Security posture in which risky capabilities (shell execution, arbitrary URL access, filesystem traversal) are not restricted by rules because the corresponding code was never written. The attack surface is absent rather than guarded, avoiding rule-bypass vulnerabilities."
},
{
"@id": "https://shimo4228.github.io/shimo4228/vocab#concept/four-business-ai-quadrants",
"@type": ["Concept", "DefinedTerm"],
"name": "Four Business AI Quadrants",
"alternateName": [
{"@value": "Four Business AI Quadrants", "@language": "en"},
{"@value": "ビジネスAIの四象限", "@language": "ja"}
],
"description": "AAP's diagnostic frame for routing work to the architecture that preserves attribution: Script, Algorithmic Search, LLM Workflow, Autonomous Agentic Loop."
},
{
"@id": "https://shimo4228.github.io/shimo4228/vocab#concept/prohibition-strength-hierarchy",
"@type": ["Concept", "DefinedTerm"],
"name": "prohibition-strength hierarchy",
"alternateName": [
{"@value": "prohibition-strength hierarchy", "@language": "en"},
{"@value": "禁止強度の階層", "@language": "ja"}
],
"description": "AAP's ordering of prohibition mechanisms by structural strength: absence > scaffolding enforcement > untrusted boundary. The strongest prohibition is the one that requires no enforcement because the capability does not exist."
},
{
"@id": "https://shimo4228.github.io/shimo4228/vocab#concept/three-axis-inversion",
"@type": ["Concept", "DefinedTerm"],
"name": "three-axis inversion",
"alternateName": [
{"@value": "three-axis inversion", "@language": "en"},
{"@value": "3 軸反転", "@language": "ja"}
],
"description": "Authorship Strategy's structural claim that twentieth-century authorship and AI-era authorship invert on three co-varying axes: value source (scarcity to diffusion), validation mechanism (exclusivity to derivation), network effect (enclosure to openness). The axes are not independent; a strategy mixing axes is internally inconsistent."
},
{
"@id": "https://shimo4228.github.io/shimo4228/vocab#concept/four-layer-framework",
"@type": ["Concept", "DefinedTerm"],
"name": "four-layer framework",
"alternateName": [
{"@value": "four-layer framework", "@language": "en"},
{"@value": "4 層 framework", "@language": "ja"}
],
"description": "Authorship Strategy's operational judgment stack: Authenticity (the value protected), Attribution Diffusion (the strategy), Idea vs Scaffold (the prediction), Tactics (the concrete decisions). Each layer is downstream of the layer above."
},
{
"@id": "https://shimo4228.github.io/shimo4228/vocab#concept/identifier-federation-triplet",
"@type": ["Concept", "DefinedTerm"],
"name": "identifier-federation triplet",
"alternateName": [
{"@value": "identifier-federation triplet", "@language": "en"},
{"@value": "識別子 federation triplet", "@language": "ja"}
],
"description": "Authorship Strategy's three ADRs forming a tactical discipline: Concept DOI as Canonical Reference (ADR-0001), DOI Federation via .zenodo.json (ADR-0002), Cross-Platform Dataset Federation (ADR-0003). Together they make a DOI-registered artifact's citation network recoverable from metadata alone."
},
{
"@id": "https://shimo4228.github.io/shimo4228/vocab#concept/dual-entry-point",
"@type": ["Concept", "DefinedTerm"],
"name": "dual entry point",
"alternateName": [
{"@value": "dual entry point", "@language": "en"},
{"@value": "dual entry point", "@language": "ja"}
],
"description": "Authorship Strategy's structural decision (ADR-0006) that any framework-governed artifact deploys two complementary structured entry points — a prose-form navigator (e.g., an llms.txt convention file) and a concept-form linked-data graph (e.g., a JSON-LD knowledge graph) — released synchronously. Each entry point addresses a distinct LLM-mediated reader sub-population the other cannot reach. The pair is the operational embodiment of the enclosure-to-openness axis on the ingest surface."
},
{
"@id": "https://shimo4228.github.io/shimo4228/vocab#concept/intrinsic-identifier-layer",
"@type": ["Concept", "DefinedTerm"],
"name": "intrinsic identifier layer",
"alternateName": [
{"@value": "intrinsic identifier layer", "@language": "en"},
{"@value": "intrinsic identifier 層", "@language": "ja"}
],
"description": "Authorship Strategy's structural decision (ADR-0013) that a content-derived intrinsic identifier — a SWHID, computed from an artifact and its version history and verifiable from the content alone without any registry — complements the extrinsic concept DOI rather than replacing it. The two layers cover each other's failure mode: if the DOI registry disappears the intrinsic identifier still verifies, and if the content is lost the DOI record still cites. It extends the identifier-federation triplet, and for artifact genres where DOI registration is impractical it serves as the substitute priority-claim mechanism. Archival in a content-addressed software archive also opens a parametric-channel ingest surface for code-focused training corpora."
},
{
"@id": "https://shimo4228.github.io/shimo4228/vocab#concept/three-abhidharma-traditions",
"@type": ["Concept", "DefinedTerm"],
"name": "three Abhidharma traditions",
"alternateName": [
{"@value": "three Abhidharma traditions", "@language": "en"},
{"@value": "三大アビダルマ伝統", "@language": "ja"}
],
"description": "Attention, Not Self's comparative frame across the three major Buddhist Abhidharma traditions: Theravāda, Sarvāstivāda, Yogācāra. Each tradition supplies a distinct cognitive-process model whose terms (citta-vīthi, samanantara-pratyaya, ālaya-vijñāna, etc.) are juxtaposed with computational phenomenology constructs."
},
{
"@id": "https://shimo4228.github.io/shimo4228/vocab#concept/attention-not-self-thesis",
"@type": ["Concept", "DefinedTerm"],
"name": "attention not self",
"alternateName": [
{"@value": "attention, not self", "@language": "en"},
{"@value": "アテンション、ノット・セルフ", "@language": "ja"}
],
"description": "Attention, Not Self's core thesis: the perspective that attention — its allocation, its precision-weighting, its momentariness — is the operative unit of cognition, while the apparent self is a derivative pattern (anātman). The thesis grounds the comparative move between Abhidharma's cognitive-process classification and contemporary computational phenomenology."
},
{
"@id": "https://shimo4228.github.io/shimo4228/vocab#concept/value-layer-harness-engineering",
"@type": ["Concept", "DefinedTerm"],
"name": "value-layer harness engineering",
"alternateName": [
{"@value": "value-layer harness engineering", "@language": "en"},
{"@value": "価値層ハーネス工学", "@language": "ja"}
],
"description": "Hub-level through-line of the three agent-design lines: the engineered agent harness extends past tools, permissions, and evals up to its topmost layers — norms, constitutions, and values — and those layers are governed by the same human-gated cycle as every layer below. Concretely: the rules and context files where an agent harness normally keeps task regulation (coding conventions, security policy, writing style) also carry value norms — contemplative axioms, an authorship judgment stack — so the AI is designed as a companion in long-term value judgment, not only a task optimizer. Value-layer material rides AKC's genre-neutral cycle — the same machinery that distills session patterns into coding rules (Extract, Promote, Measure) carries value norms into the rules layer — and is placed at the layer the prohibition-strength hierarchy prescribes (AAP); Contemplative Agent designs the layer explicitly as Identity and Constitution, human-gates every promotion into them, and observes how they change through the agent's own social activity. Operational, not merely declarative: a constitution that is only declared is configuration; one that is promoted, measured, and audited is engineered. Self-hosted in the author's daily working harness, with claude-harness as the public snapshot. Attention, Not Self supplies the contemplative content of the value layer; Authorship Strategy is the diffusion methodology, not part of the vertical axis.",
"about": [
{"@id": "https://doi.org/10.5281/zenodo.19200726"},
{"@id": "https://doi.org/10.5281/zenodo.19212118"},
{"@id": "https://doi.org/10.5281/zenodo.19652013"}
],
"workExample": {"@id": "https://github.com/shimo4228/claude-harness"}
},
{
"@id": "https://doi.org/10.5281/zenodo.20578272",
"@type": ["Paper", "ScholarlyArticle"],
"name": "Harness Alignment and Harness Drift: Why Intent, Unlike Correctness, Resists Automation",
"description": "Position paper of the Agent Knowledge Cycle line, deposited as a standalone Zenodo record and mirrored on SSRN.",
"identifier": "10.5281/zenodo.20578272",
"author": {"@id": "https://orcid.org/0009-0002-6168-4162"},
"url": "https://doi.org/10.5281/zenodo.20578272",
"sameAs": ["https://papers.ssrn.com/sol3/papers.cfm?abstract_id=6892740", "https://airaxiv.com/papers/view/2607.0008/", "https://aixiv.science/abs/aixiv.260702.000009"],
"isPartOf": "https://doi.org/10.5281/zenodo.19200726"
},
{
"@id": "https://doi.org/10.5281/zenodo.20353789",
"@type": ["Paper", "ScholarlyArticle"],
"name": "Distributing Accountability, Not Capability: Phase Separation and the LLM Workflow Quadrant in Autonomous AI Agent Architectures",
"description": "Companion paper of the Agent Attribution Practice line, deposited as a standalone Zenodo record and mirrored on SSRN.",
"identifier": "10.5281/zenodo.20353789",
"author": {"@id": "https://orcid.org/0009-0002-6168-4162"},
"url": "https://doi.org/10.5281/zenodo.20353789",
"sameAs": ["https://papers.ssrn.com/sol3/papers.cfm?abstract_id=6817598", "https://airaxiv.com/papers/view/2607.0006/", "https://aixiv.science/abs/aixiv.260702.000005"],
"isPartOf": "https://doi.org/10.5281/zenodo.19652013"
},
{
"@id": "https://doi.org/10.5281/zenodo.20355907",
"@type": ["Paper", "ScholarlyArticle"],
"name": "The Two-Layer Black Box: Operator Visibility, Commercial Secrecy, and a Minimum Disclosure Set for Accountable Autonomous AI Agents",
"description": "Companion paper of the Agent Attribution Practice line, deposited as a standalone Zenodo record and mirrored on SSRN.",
"identifier": "10.5281/zenodo.20355907",
"author": {"@id": "https://orcid.org/0009-0002-6168-4162"},
"url": "https://doi.org/10.5281/zenodo.20355907",
"sameAs": ["https://papers.ssrn.com/sol3/papers.cfm?abstract_id=6823878", "https://airaxiv.com/papers/view/2607.0007/", "https://aixiv.science/abs/aixiv.260702.000008"],
"isPartOf": "https://doi.org/10.5281/zenodo.19652013"
},
{
"@id": "https://github.com/shimo4228/akc-cycle",
"@type": ["EcosystemRepo", "SoftwareSourceCode"],
"name": "akc-cycle",
"description": "Installable form of AKC: a Claude Code plugin of audit and upkeep skills for every phase, plus an optional always-loaded rules file; each part works without the other. Listed in Anthropic's Claude plugin directory.",
"url": "https://github.com/shimo4228/akc-cycle",
"extends": "https://doi.org/10.5281/zenodo.19200726",
"implements": "https://shimo4228.github.io/shimo4228/vocab#concept/six-phase-loop"
},
{
"@id": "https://github.com/shimo4228/search-first",
"@type": ["EcosystemRepo", "SoftwareSourceCode"],
"name": "search-first",
"description": "AKC Research phase skill: search existing solutions before building.",
"url": "https://github.com/shimo4228/search-first",
"extends": "https://doi.org/10.5281/zenodo.19200726",
"implements": "https://shimo4228.github.io/shimo4228/vocab#concept/six-phase-loop"
},
{
"@id": "https://github.com/shimo4228/learn-eval",
"@type": ["EcosystemRepo", "SoftwareSourceCode"],
"name": "learn-eval",
"description": "AKC Extract phase skill: extract reusable patterns with quality gates.",
"url": "https://github.com/shimo4228/learn-eval",
"extends": "https://doi.org/10.5281/zenodo.19200726",
"implements": "https://shimo4228.github.io/shimo4228/vocab#concept/six-phase-loop"
},
{
"@id": "https://github.com/shimo4228/skill-stocktake",
"@type": ["EcosystemRepo", "SoftwareSourceCode"],
"name": "skill-stocktake",
"description": "AKC Curate phase skill: audit skills for staleness, conflicts, redundancy.",
"url": "https://github.com/shimo4228/skill-stocktake",
"extends": "https://doi.org/10.5281/zenodo.19200726",
"implements": "https://shimo4228.github.io/shimo4228/vocab#concept/six-phase-loop"
},
{
"@id": "https://github.com/shimo4228/skill-health",
"@type": ["EcosystemRepo", "SoftwareSourceCode"],
"name": "skill-health",
"description": "AKC Curate phase skill: scan skill libraries for structural debt, including missing scripts, agents, and sibling-skill references.",
"url": "https://github.com/shimo4228/skill-health",
"extends": "https://doi.org/10.5281/zenodo.19200726",
"implements": "https://shimo4228.github.io/shimo4228/vocab#concept/six-phase-loop"
},
{
"@id": "https://github.com/shimo4228/rules-stocktake",
"@type": ["EcosystemRepo", "SoftwareSourceCode"],
"name": "rules-stocktake",
"description": "AKC Curate phase skill: audit always-loaded rules for residency cost, staleness, and substrate absorption.",
"url": "https://github.com/shimo4228/rules-stocktake",
"extends": "https://doi.org/10.5281/zenodo.19200726",
"implements": "https://shimo4228.github.io/shimo4228/vocab#concept/six-phase-loop"
},
{
"@id": "https://github.com/shimo4228/rules-distill",
"@type": ["EcosystemRepo", "SoftwareSourceCode"],
"name": "rules-distill",
"description": "AKC Promote phase skill: distill cross-cutting principles into rules.",
"url": "https://github.com/shimo4228/rules-distill",
"extends": "https://doi.org/10.5281/zenodo.19200726",
"implements": "https://shimo4228.github.io/shimo4228/vocab#concept/six-phase-loop"
},
{
"@id": "https://github.com/shimo4228/skill-comply",
"@type": ["EcosystemRepo", "SoftwareSourceCode"],
"name": "skill-comply",
"description": "AKC Measure phase skill: test whether agents follow their skills and rules.",
"url": "https://github.com/shimo4228/skill-comply",
"extends": "https://doi.org/10.5281/zenodo.19200726",
"implements": "https://shimo4228.github.io/shimo4228/vocab#concept/six-phase-loop"
},
{
"@id": "https://github.com/shimo4228/context-sync",
"@type": ["EcosystemRepo", "SoftwareSourceCode"],
"name": "context-sync",
"description": "AKC Maintain phase skill: audit docs for role overlaps and stale content.",
"url": "https://github.com/shimo4228/context-sync",
"extends": "https://doi.org/10.5281/zenodo.19200726",
"implements": "https://shimo4228.github.io/shimo4228/vocab#concept/six-phase-loop"
},
{
"@id": "https://github.com/shimo4228/agent-stocktake",
"@type": ["EcosystemRepo", "SoftwareSourceCode"],
"name": "agent-stocktake",
"description": "AKC Curate phase skill: audit subagent definitions with a hybrid cost model, always-loaded descriptions as residency and bodies as invocation payload.",
"url": "https://github.com/shimo4228/agent-stocktake",
"extends": "https://doi.org/10.5281/zenodo.19200726",
"implements": "https://shimo4228.github.io/shimo4228/vocab#concept/six-phase-loop"
},
{
"@id": "https://github.com/shimo4228/generation-audit",
"@type": ["EcosystemRepo", "SoftwareSourceCode"],
"name": "generation-audit",
"description": "AKC skill for the model-generation trigger of scaffold dissolution: re-audits self-authored rules, CLAUDE.md, output styles, skills, and agents when a new Claude model takes over a role, applies safe line fixes, and hands the remaining verdicts to the Curate phase stocktake skills.",
"url": "https://github.com/shimo4228/generation-audit",
"extends": "https://doi.org/10.5281/zenodo.19200726",
"implements": "https://shimo4228.github.io/shimo4228/vocab#concept/scaffold-dissolution"
},
{
"@id": "https://github.com/shimo4228/llm-as-judge",
"@type": ["EcosystemRepo", "SoftwareSourceCode"],
"name": "llm-as-judge",
"description": "AKC Measure phase skill: design LLM-as-judge evaluators with binary checks as evidence and one named holistic verdict, no score aggregation.",
"url": "https://github.com/shimo4228/llm-as-judge",
"extends": "https://doi.org/10.5281/zenodo.19200726",
"implements": "https://shimo4228.github.io/shimo4228/vocab#concept/six-phase-loop"
},
{
"@id": "https://github.com/shimo4228/repo-asset-stocktake",
"@type": ["EcosystemRepo", "SoftwareSourceCode"],
"name": "repo-asset-stocktake",
"description": "AKC Maintain phase skill: audit a repository's non-code assets (tool configs, CI workflows, runbooks) for diminished value, with Keep / Update / Retire / Merge verdicts.",
"url": "https://github.com/shimo4228/repo-asset-stocktake",
"extends": "https://doi.org/10.5281/zenodo.19200726",
"implements": "https://shimo4228.github.io/shimo4228/vocab#concept/six-phase-loop"
},
{
"@id": "https://github.com/shimo4228/code-and-llm-collaboration",
"@type": ["EcosystemRepo", "SoftwareSourceCode"],
"name": "code-and-llm-collaboration",
"description": "AKC design-pattern skill (the how counterpart to AKC ADR-0008): four patterns for layering deterministic code and LLM calls in one pipeline, namely guard, filter, judge+enforce, and orchestrator+worker. Curated by hand from patterns running in contemplative-agent.",
"url": "https://github.com/shimo4228/code-and-llm-collaboration",
"extends": "https://doi.org/10.5281/zenodo.19200726"
},
{
"@id": "https://github.com/shimo4228/when-code-when-llm",
"@type": ["EcosystemRepo", "SoftwareSourceCode"],
"name": "when-code-when-llm",
"description": "Frozen public record, no longer synced or developed: an AKC design-pattern skill for the per-task decision between deterministic code and an LLM call (structural vs semantic property, false-positive test). The live sibling code-and-llm-collaboration applies the same axis per pipeline.",
"url": "https://github.com/shimo4228/when-code-when-llm",
"extends": "https://doi.org/10.5281/zenodo.19200726"
},
{
"@id": "https://github.com/shimo4228/signal-first-research",
"@type": ["EcosystemRepo", "SoftwareSourceCode"],
"name": "signal-first-research",
"description": "Frozen public record, no longer synced or developed: an AKC design-pattern skill (the how counterpart to AKC ADR-0010) for designing a research intake filter that admits only information likely to change the next action. The signal-first principle now runs inside the Research phase skill search-first.",
"url": "https://github.com/shimo4228/signal-first-research",
"extends": "https://doi.org/10.5281/zenodo.19200726"
},
{
"@id": "https://github.com/shimo4228/human-gate",
"@type": ["EcosystemRepo", "SoftwareSourceCode"],
"name": "human-gate",
"description": "Frozen public record: an always-loaded rule plus deterministic hook that fixed what the human approves at an agent's approval gate (machines own artifact correctness, the human owns intent), an operational instance of AKC's line of approval. Retired from the author's harness on 2026-08-02 when the platform absorbed its role; kept as an example of removing a scaffold. The gate's running instance is claude-harness's always-loaded boundary rule.",
"url": "https://github.com/shimo4228/human-gate",
"extends": "https://doi.org/10.5281/zenodo.19200726"
},
{
"@id": "https://github.com/shimo4228/contemplative-agent-rules",
"@type": ["EcosystemRepo", "SoftwareSourceCode"],
"name": "contemplative-agent-rules",
"description": "Drop-in alignment rules implementing the four contemplative axioms, adoptable by Claude Code and other agents.",
"url": "https://github.com/shimo4228/contemplative-agent-rules",
"extends": "https://doi.org/10.5281/zenodo.19212118",
"implements": "https://shimo4228.github.io/shimo4228/vocab#concept/four-contemplative-axioms",
"evaluatedBy": [
"https://shimo4228.github.io/shimo4228/vocab#ref/ailuminate",
"https://shimo4228.github.io/shimo4228/vocab#ref/ipd"
]
},
{
"@id": "https://github.com/shimo4228/contemplative-agent-cloud",
"@type": ["EcosystemRepo", "SoftwareSourceCode"],
"name": "contemplative-agent-cloud",
"description": "Optional managed-LLM backend that routes generation to Claude or OpenAI APIs while keeping the local embedding pipeline. Opt-in, not bundled.",
"url": "https://github.com/shimo4228/contemplative-agent-cloud",
"extends": "https://doi.org/10.5281/zenodo.19212118"
},
{
"@id": "https://github.com/shimo4228/contemplative-agent-mlx",
"@type": ["EcosystemRepo", "SoftwareSourceCode"],
"name": "contemplative-agent-mlx",
"description": "MLX-based extension for Contemplative Agent on Apple Silicon.",
"url": "https://github.com/shimo4228/contemplative-agent-mlx",
"extends": "https://doi.org/10.5281/zenodo.19212118"
},
{
"@id": "https://github.com/shimo4228/contemplative-agent-data",
"@type": ["EcosystemRepo", "SoftwareSourceCode"],
"name": "contemplative-agent-data",
"description": "Live agent identity, distilled knowledge, constitution, and daily activity reports as an auto-synced public dataset for research.",
"url": "https://github.com/shimo4228/contemplative-agent-data",
"extends": "https://doi.org/10.5281/zenodo.19212118"
},
{
"@id": "https://github.com/shimo4228/contemplative-agent-otel",
"@type": ["EcosystemRepo", "SoftwareSourceCode"],
"name": "contemplative-agent-otel",
"description": "Offline converter from contemplative-agent's replayable audit JSONL logs to OpenTelemetry OTLP traces with the GenAI semantic conventions. Zero runtime coupling: it reads log files only, and untrusted content bodies are dropped at parse time.",
"url": "https://github.com/shimo4228/contemplative-agent-otel",
"extends": "https://doi.org/10.5281/zenodo.19212118"
},
{
"@id": "https://github.com/shimo4228/akc-mcp",
"@type": ["EcosystemRepo", "SoftwareSourceCode"],
"name": "akc-mcp",
"description": "MCP server that re-implements contemplative-agent's cognitive layer as standalone tools: memory distillation, identity distillation, skill and rule extraction, constitutional amendment, and skill/rule audits. Tools return proposals without writing to disk, so the calling agent keeps the approval gate; data formats are compatible with contemplative-agent.",
"url": "https://github.com/shimo4228/akc-mcp",
"extends": "https://doi.org/10.5281/zenodo.19212118"
},
{
"@id": "https://github.com/shimo4228/chaos-tdd-fault-injection",
"@type": ["EcosystemRepo", "SoftwareSourceCode"],
"name": "chaos-tdd-fault-injection",
"description": "Agent Skill for chaos-TDD on LLM agent pipelines: deterministic fault injection at existing seams, where the fault-injection test is the specification and the guard ships in the same PR. Curated by hand as the generalization of the operational variant running in contemplative-agent (its ADR-0077).",
"url": "https://github.com/shimo4228/chaos-tdd-fault-injection",
"extends": "https://doi.org/10.5281/zenodo.19212118"
},
{
"@id": "https://github.com/shimo4228/agent-adoption-triage",
"@type": ["EcosystemRepo", "SoftwareSourceCode"],
"name": "agent-adoption-triage",
"description": "AAP design-pattern skill (the how counterpart to AAP ADR-0009 and ADR-0010): a five-question triage that routes AI work to the Script, Algorithmic Search, LLM Workflow, or Autonomous Agentic Loop quadrant before an agent is built. Curated by hand from the adoption navigator in the AAP repository.",
"url": "https://github.com/shimo4228/agent-adoption-triage",
"extends": "https://doi.org/10.5281/zenodo.19652013",
"implements": "https://shimo4228.github.io/shimo4228/vocab#concept/four-business-ai-quadrants"
},
{
"@id": "https://github.com/shimo4228/agent-observability-patterns",
"@type": ["EcosystemRepo", "SoftwareSourceCode"],
"name": "agent-observability-patterns",
"description": "AAP design-pattern skills (the how counterpart to AAP ADR-0006 and ADR-0005): replayable audit logs, read-only instruments, and shadow-mode validation. Observation precedes intervention.",
"url": "https://github.com/shimo4228/agent-observability-patterns",
"extends": "https://doi.org/10.5281/zenodo.19652013"
},
{
"@id": "https://github.com/shimo4228/llm-agent-security-principles",
"@type": ["EcosystemRepo", "SoftwareSourceCode"],
"name": "llm-agent-security-principles",
"description": "AAP design-pattern skill (the how counterpart to AAP ADR-0001 through ADR-0004): structural security for autonomous LLM agents through Security by Absence, the Untrusted Content Boundary, and One External Adapter, walked top-down as the prohibition-strength hierarchy.",
"url": "https://github.com/shimo4228/llm-agent-security-principles",
"extends": "https://doi.org/10.5281/zenodo.19652013",
"implements": "https://shimo4228.github.io/shimo4228/vocab#concept/prohibition-strength-hierarchy"
},
{
"@id": "https://github.com/shimo4228/doctrine-corpus",
"@type": ["EcosystemRepo", "Dataset"],
"name": "doctrine-corpus",
"description": "Bilingual (EN + JA) judgment-eliciting Q&A corpus across the four sibling practice lines (AKC, Contemplative Agent, AAP, Authorship Strategy) plus published articles. Operational form of Authorship Strategy Layer 4 tactic 7 (LLM-first ingest). Data sibling of Authorship Strategy; corpus is the deliverable, the verification LoRA was a disposable probe. CC0 to maximize diffusion.",
"url": "https://github.com/shimo4228/doctrine-corpus",
"identifier": "10.5281/zenodo.20337008",
"sameAs": ["https://doi.org/10.5281/zenodo.20337008"],
"extends": "https://doi.org/10.5281/zenodo.20263316"
},
{
"@id": "https://github.com/shimo4228/existence-proof",
"@type": ["EcosystemRepo", "CreativeWork"],
"name": "existence-proof",
"description": "Pre-line complement beside the Authorship Strategy ecosystem — reuses the same infrastructure pattern (llms.txt / knowledge graph / DOI / distinctive terminology) with a different payload and beneficiary: an empowerment doctrine for people producing verifiable, institution-grade artifacts without degrees, affiliations, or professional credentials. Supplies the Existence Proof Format, a feasibility-question corpus with anchored answers, and a published gatekeeping eval. Deliberately carries no extends edge: it operationalizes no Layer 4 tactic and is not a sibling practice line (pre-line status). Japanese is the canonical language.",
"url": "https://github.com/shimo4228/existence-proof",
"identifier": "10.5281/zenodo.20558800",
"sameAs": ["https://doi.org/10.5281/zenodo.20558800"],
"isPartOf": "https://github.com/shimo4228/shimo4228"
},
{
"@id": "https://github.com/shimo4228/einstein-arena",
"@type": ["EcosystemRepo", "SoftwareSourceCode"],
"name": "einstein-arena",
"description": "Worked instance of the Existence Proof Format defined in existence-proof. An autonomous agent, directed by the author and run under the same approval-gated harness, reached a server-verified top score on EinsteinArena's Prime Number Theorem construction problem: the server score equals the local score to all digits (0.9955806), beating the prior published best (0.994901) by +0.00068 while holding the clean g(x) <= 1 bound rather than the 1.0001 tolerance the prior top spent. The author holds no degree or research background in mathematics or numerical optimization; the AI is the path and the result is the author's to account for (consistent with the AAP operator-accountability framing). Filed as Existence Proof Format instance #1, anchored to the public repository and the arena platform. Deliberately carries no extends edge: it operationalizes no Layer 4 tactic and is not a sibling practice line — a witness, not a component skill.",
"url": "https://github.com/shimo4228/einstein-arena",
"isPartOf": "https://github.com/shimo4228/shimo4228"
},
{
"@id": "https://github.com/shimo4228/claude-harness",
"@type": ["EcosystemRepo", "SoftwareSourceCode"],
"name": "claude-harness",
"description": "Public artifact of shimo4228's daily-use Claude Code harness, mechanically collected from ~/.claude/ by the origin: shimo4228 frontmatter tag. ECC-derived components excluded.",
"url": "https://github.com/shimo4228/claude-harness",
"extends": "https://doi.org/10.5281/zenodo.19200726"
},
{
"@id": "https://github.com/shimo4228/harness-scope",
"@type": ["EcosystemRepo", "SoftwareSourceCode"],
"name": "harness-scope",
"description": "Claude Code Mod that turns the global skills, agents, instruction files, and tools on or off per repository with named profiles: one global harness, each repo picks what Claude sees. Listed in Anthropic's Claude plugin directory.",
"url": "https://github.com/shimo4228/harness-scope",
"isPartOf": "https://github.com/shimo4228/shimo4228"
},
{
"@id": "https://github.com/shimo4228/harness-pruning",
"@type": ["EcosystemRepo", "CreativeWork"],
"name": "harness-pruning",
"description": "A dated record of what came out of the author's Claude Code harness: every skill, rule, agent, and hook retirement that has a decision record behind it, with the reason and evidence for each. A record, not an argument.",
"url": "https://github.com/shimo4228/harness-pruning",
"isPartOf": "https://github.com/shimo4228/shimo4228"
},
{
"@id": "https://github.com/shimo4228/herdr-toolkit",
"@type": ["EcosystemRepo", "SoftwareSourceCode"],
"name": "herdr-toolkit",
"description": "Claude Code plugin for running Claude Code on top of the Herdr terminal agent multiplexer: spawns detached Remote Control sessions for any project directory, typically from the Claude mobile app. Independent companion to Herdr, not affiliated with upstream.",
"url": "https://github.com/shimo4228/herdr-toolkit",
"isPartOf": "https://github.com/shimo4228/shimo4228"
},
{
"@id": "https://github.com/shimo4228/codex-review",
"@type": ["EcosystemRepo", "SoftwareSourceCode"],
"name": "codex-review",
"description": "Frozen public record, no longer synced or developed: a read-only Claude Code skill wrapping the OpenAI Codex CLI so a different model family reviews a diff, one cross-model seam for decorrelated judgment.",
"url": "https://github.com/shimo4228/codex-review",
"isPartOf": "https://github.com/shimo4228/shimo4228"
},
{
"@id": "https://github.com/shimo4228/jev-skill-router",
"@type": ["EcosystemRepo", "SoftwareSourceCode"],
"name": "jev-skill-router",
"description": "Reference implementation for Jev builders: a Claude Code UserPromptSubmit hook that asks TypeSafe Jev which installed skill fits the prompt and logs the recommendation (shadow mode by default; an inject mode adds a one-line hint). The author ran it for a week and removed it; the README keeps what transfers to other Jev builds.",
"url": "https://github.com/shimo4228/jev-skill-router",
"isPartOf": "https://github.com/shimo4228/shimo4228"
},
{
"@id": "https://github.com/shimo4228/jev-research-pipeline",
"@type": ["EcosystemRepo", "SoftwareSourceCode"],
"name": "jev-research-pipeline",
"description": "Daily monitoring of standing research questions built on TypeSafe Jev: Python code owns the loop, Jev screens new papers and repositories with typed probabilities, and an LLM of the user's choice writes only the prose into an Obsidian vault.",
"url": "https://github.com/shimo4228/jev-research-pipeline",
"isPartOf": "https://github.com/shimo4228/shimo4228"
},
{
"@id": "https://github.com/shimo4228/zenn-content",
"@type": ["EcosystemRepo", "SoftwareSourceCode"],
"name": "zenn-content",
"description": "Source of truth for the long-form writing — Markdown sources, versioned. Browser views are mirrored on Zenn (Japanese) and Dev.to (English).",
"url": "https://github.com/shimo4228/zenn-content",
"isPartOf": "https://github.com/shimo4228/shimo4228"
},
{
"@id": "https://github.com/shimo4228/llms-txt-writer",
"@type": ["EcosystemRepo", "SoftwareSourceCode"],
"name": "llms-txt-writer",
"description": "Component skill of the Authorship Strategy line. Operational form of the Layer 4 structured-artifact tactic naming the Answer.AI llms.txt convention. Writes AI-facing documents (llms.txt / llms-full.txt / FAQ / glossary) optimized for citation by ChatGPT, Perplexity, and Gemini.",
"url": "https://github.com/shimo4228/llms-txt-writer",
"extends": "https://doi.org/10.5281/zenodo.20263316"
},
{
"@id": "https://github.com/shimo4228/daily-research",
"@type": ["EcosystemRepo", "SoftwareSourceCode"],
"name": "daily-research",
"description": "Research feedback engine for the user's own research repositories: macOS launchd runs Claude Code (claude -p) each morning with a rotation-picked line's repo as its working directory; it picks one external development that matters to that repo and writes an explanatory note to an Obsidian vault.",
"url": "https://github.com/shimo4228/daily-research",
"isPartOf": "https://github.com/shimo4228/shimo4228"
},
{
"@id": "https://github.com/shimo4228/jsonld-knowledge-graph",
"@type": ["EcosystemRepo", "SoftwareSourceCode"],
"name": "jsonld-knowledge-graph",
"description": "Component skill of the Authorship Strategy line. Operational form of the Layer 4 structured-artifact tactic naming the JSON-LD knowledge graph. Designs and ships a companion graph.jsonld next to llms.txt for projects with stable concept-level structure, encoding domain entities and relationships as schema.org triples for LLM citation.",
"url": "https://github.com/shimo4228/jsonld-knowledge-graph",
"extends": "https://doi.org/10.5281/zenodo.20263316"
},
{
"@id": "https://github.com/shimo4228/claude-skill-writing-ecosystem",
"@type": ["EcosystemRepo", "SoftwareSourceCode"],
"name": "writing-ecosystem",
"description": "Orchestrator for human-facing writing & review. Holds the AI-slop banned list (Japanese + English), Voice rules (だ/である × 発見調), title conventions, and the role-boundary map across the review agents it bundles (editor, essay-reviewer, fact-checker, and others). Audience-paired with llms-txt-writer.",
"url": "https://github.com/shimo4228/claude-skill-writing-ecosystem",
"isPartOf": "https://github.com/shimo4228/shimo4228"
},
{
"@id": "https://github.com/shimo4228/authorship-strategy-skill",
"@type": ["EcosystemRepo", "SoftwareSourceCode"],
"name": "authorship-strategy (skill)",
"description": "Component skill of the Authorship Strategy line. Operational form of the four-layer judgment checklist, prohibited and encouraged actions, and trigger conditions. Loadable into LLM-based coding agents as a rule set.",
"url": "https://github.com/shimo4228/authorship-strategy-skill",
"extends": "https://doi.org/10.5281/zenodo.20263316"
},
{
"@id": "https://github.com/shimo4228/release-doi",
"@type": ["EcosystemRepo", "SoftwareSourceCode"],
"name": "release-doi",
"description": "Component skill of the Authorship Strategy line. Release-time workflow operationalizing the identifier-federation triplet (ADRs 0001-0003) as a five-phase verify-and-deposit runbook for DOI-registered research repositories.",
"url": "https://github.com/shimo4228/release-doi",
"extends": "https://doi.org/10.5281/zenodo.20263316"
},
{
"@id": "https://github.com/shimo4228/citation-sync",
"@type": ["EcosystemRepo", "SoftwareSourceCode"],
"name": "citation-sync",
"description": "Component skill of the Authorship Strategy line, supporting the citation-graph federation tactic of Layer 4. Audits and syncs the citation layers of a research repository (in-text citations in docs, .zenodo.json references, graph.jsonld ExternalReference nodes) bottom-up, deferring single-layer work to release-doi and jsonld-knowledge-graph. A former Wikidata layer is retired (authorship-strategy ADR-0021).",
"url": "https://github.com/shimo4228/citation-sync",
"extends": "https://doi.org/10.5281/zenodo.20263316"
},
{
"@id": "https://github.com/shimo4228/authorship-strategy-rules",
"@type": ["EcosystemRepo", "SoftwareSourceCode"],
"name": "authorship-strategy-rules",
"description": "Frozen public record, no longer synced or developed: the Authorship Strategy judgment framework as a single always-loaded rules file. Superseded by the live component skill authorship-strategy-skill, which holds the whole content.",
"url": "https://github.com/shimo4228/authorship-strategy-rules",
"extends": "https://doi.org/10.5281/zenodo.20263316"
},
{
"@id": "https://github.com/shimo4228/readme-writer",
"@type": ["EcosystemRepo", "SoftwareSourceCode"],
"name": "readme-writer",
"description": "Component skill of the Authorship Strategy line. Human-surface counterpart to the LLM-first ingest pair — writes the single canonical human + search + AI-Overviews README, splitting deterministic structural lint from never-scored holistic review.",
"url": "https://github.com/shimo4228/readme-writer",
"extends": "https://doi.org/10.5281/zenodo.20263316"
},
{
"@id": "https://github.com/shimo4228/claude-skill-paper-ecosystem",
"@type": ["EcosystemRepo", "SoftwareSourceCode"],
"name": "paper-ecosystem",
"description": "Academic paper write/review bundle for SSRN / arXiv / Zenodo / journal venues — an orchestrator skill plus a draft skill plus five reviewer agents (paper-reviewer, source-fidelity-checker, vocabulary-consistency-checker, clarity-reviewer, citation-formatter) bundled together. Adjacent skill (no extends edge); keeps the claude-skill- prefix because it bundles Claude Code subagents.",
"url": "https://github.com/shimo4228/claude-skill-paper-ecosystem",
"isPartOf": "https://github.com/shimo4228/shimo4228"
},
{
"@id": "https://github.com/shimo4228/edge-frontier",
"@type": ["EcosystemRepo", "CreativeWork"],
"name": "edge-frontier",
"description": "Other public repository (Japanese): a case ledger of people pushing AI use far past the usual in intensity and range (breakthrough, collapse, and everyday-cognition edges), collected for transferable techniques and updated by daily-research's edge line. A practitioner's collection, not academic research.",
"url": "https://github.com/shimo4228/edge-frontier",
"isPartOf": "https://github.com/shimo4228/shimo4228"
},
{
"@id": "https://github.com/shimo4228/desire-frontier",
"@type": ["EcosystemRepo", "CreativeWork"],
"name": "desire-frontier",
"description": "Other public repository (Japanese): an observation line on the demand-side frontier, asking where value lives once AI has exhausted what a person wants to ask of it. Longitudinal observations, concepts, testimonies, and essays; a practitioner's record, not academic research.",
"url": "https://github.com/shimo4228/desire-frontier",
"isPartOf": "https://github.com/shimo4228/shimo4228"
},
{
"@id": "https://github.com/shimo4228/pdf2anki",
"@type": ["EcosystemRepo", "SoftwareSourceCode"],
"name": "pdf2anki",
"description": "Other public repository: a CLI that generates Anki cards from PDF, text, and Markdown files with Claude, with Vision-based image cards, an interactive review TUI, extraction caching, and LLM critique for quality assurance.",
"url": "https://github.com/shimo4228/pdf2anki",
"isPartOf": "https://github.com/shimo4228/shimo4228"
},
{
"@id": "https://github.com/shimo4228/tiny-lm-lab",
"@type": ["EcosystemRepo", "SoftwareSourceCode"],
"name": "tiny-lm-lab",
"description": "Other public repository (Japanese): a learning lab that hand-writes a char-level decoder-only GPT on MLX primitives, without ready-made transformer modules, and trains it on the author's own article corpus.",
"url": "https://github.com/shimo4228/tiny-lm-lab",
"isPartOf": "https://github.com/shimo4228/shimo4228"
},
{
"@id": "https://github.com/shimo4228/active-inference-viz",
"@type": ["EcosystemRepo", "SoftwareSourceCode"],
"name": "active-inference-viz",
"description": "Other public repository: an interactive Streamlit dashboard visualizing active-inference reaching (belief dynamics, free energy, arm kinematics), a pure NumPy reimplementation of Priorelli et al. (2025).",
"url": "https://github.com/shimo4228/active-inference-viz",
"isPartOf": "https://github.com/shimo4228/shimo4228"
},
{
"@id": "https://github.com/shimo4228/shimo4228#traffic-dataset",
"@type": ["Dataset", "CreativeWork"],
"name": "shimo4228 GitHub Traffic Snapshots",
"description": "Daily append-only JSONL snapshots of the GitHub Traffic API for the public research repositories. Auto-generated companion dataset; observed data, not curated content.",
"license": "https://creativecommons.org/publicdomain/zero/1.0/",
"creator": {"@id": "https://orcid.org/0009-0002-6168-4162"},
"url": "https://shimo4228.github.io/shimo4228/traffic/dashboard/",
"isBasedOn": "https://github.com/shimo4228/shimo4228"
},
{
"@id": "https://github.com/shimo4228/shimo4228#probe-dataset",
"@type": ["Dataset", "CreativeWork"],
"name": "shimo4228 LLM Attribution-Diffusion Probes",
"description": "Scheduled two-channel probes of frontier LLMs measuring whether the research concepts of @shimo4228's program — and the author — surface in model answers. A parametric channel (web search off, probing trained-in knowledge) and a retrieval channel (web search on, probing grounded citation) are kept strictly separate per Authorship Strategy ADR-0008/0011; the per-channel contrast is the signal and is never blended into one score. Detection is deterministic regex over response text (author named in prose, project named, owned DOI/URL cited, ghost-citation derived), not LLM judgement. Append-only JSONL; preliminary observation, not evidence.",
"license": "https://creativecommons.org/publicdomain/zero/1.0/",
"creator": {"@id": "https://orcid.org/0009-0002-6168-4162"},
"measurementTechnique": "Deterministic regex detection over scheduled frontier-LLM probe responses, run on two separate channels (parametric / retrieval)",
"variableMeasured": ["author_named (in prose)", "project_named", "doi_or_url_cited", "ghost_citation (derived)"],
"url": "https://shimo4228.github.io/shimo4228/traffic/dashboard/",
"distribution": [
{"@type": "DataDownload", "name": "parametric channel (web search off)", "encodingFormat": "application/x-ndjson", "contentUrl": "https://shimo4228.github.io/shimo4228/probes/data/parametric.jsonl"},
{"@type": "DataDownload", "name": "retrieval channel (web search on)", "encodingFormat": "application/x-ndjson", "contentUrl": "https://shimo4228.github.io/shimo4228/probes/data/retrieval.jsonl"}
],
"about": {"@id": "https://doi.org/10.5281/zenodo.20263316"},
"isBasedOn": "https://github.com/shimo4228/shimo4228"
},
{
"@id": "https://arxiv.org/abs/2504.15125",
"@type": ["ExternalReference", "ScholarlyArticle"],
"name": "Laukkonen et al. (2025). Contemplative Artificial Intelligence",
"identifier": "arXiv:2504.15125",
"url": "https://arxiv.org/abs/2504.15125",
"description": "Source of the four contemplative axioms (mindfulness, emptiness, non-duality, boundless care) grounding the Contemplative Agent line."
},
{
"@id": "https://shimo4228.github.io/shimo4228/vocab#ref/ailuminate",
"@type": ["ExternalReference", "CreativeWork"],
"name": "MLCommons AILuminate safety benchmark (2024)",
"description": "Evaluation benchmark used by contemplative-agent-rules (Cohen's d = 0.96)."
},
{
"@id": "https://shimo4228.github.io/shimo4228/vocab#ref/ipd",
"@type": ["ExternalReference", "ScholarlyArticle"],
"name": "Axelrod (1984). The Evolution of Cooperation",
"description": "Iterated Prisoner's Dilemma cooperation-improvement benchmark used by contemplative-agent-rules (Cohen's d > 7)."
},
{
"@id": "https://llmstxt.org/",
"@type": ["ExternalReference", "CreativeWork"],
"name": "Howard, J. (2024). llms.txt proposal",
"url": "https://llmstxt.org/",
"description": "Answer.AI llms.txt standard followed by the llms.txt and llms-full.txt files in this hub repo."
}
]
}
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