{
  "@context": {
    "@vocab": "https://schema.org/",
    "shimo": "https://shimo4228.github.io/shimo4228/vocab#",
    "ResearchLine": "shimo:ResearchLine",
    "EcosystemRepo": "shimo:EcosystemRepo",
    "Concept": "shimo:Concept",
    "ExternalReference": "shimo:ExternalReference",
    "ADR": "shimo:ADR",
    "Quadrant": "shimo:Quadrant",
    "Axiom": "shimo:Axiom",
    "MemoryLayer": "shimo:MemoryLayer",
    "Phase": "shimo:Phase",
    "siblingOf": {"@id": "shimo:siblingOf", "@type": "@id"},
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    "definesConcept": {"@id": "shimo:definesConcept", "@type": "@id"},
    "extends": {"@id": "shimo:extends", "@type": "@id"},
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    "groundedIn": {"@id": "shimo:groundedIn", "@type": "@id"},
    "appliesTo": {"@id": "shimo:appliesTo", "@type": "@id"},
    "gatedBy": {"@id": "shimo:gatedBy", "@type": "@id"},
    "evaluatedBy": {"@id": "shimo:evaluatedBy", "@type": "@id"},
    "supersedes": {"@id": "shimo:supersedes", "@type": "@id"},
    "supersededBy": {"@id": "shimo:supersededBy", "@type": "@id"},
    "withdrawnBy": {"@id": "shimo:withdrawnBy", "@type": "@id"},
    "partiallySupersededBy": {"@id": "shimo:partiallySupersededBy", "@type": "@id"},
    "embodiesAxiom": {"@id": "shimo:embodiesAxiom", "@type": "@id"},
    "partOf": {"@id": "shimo:partOf", "@type": "@id"},
    "belongsToPhase": {"@id": "shimo:belongsToPhase", "@type": "@id"},
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    "level": "shimo:level",
    "order": "shimo:order"
  },
  "@graph": [
    {
      "@id": "https://github.com/shimo4228/contemplative-agent#knowledge-graph",
      "@type": ["Dataset", "CreativeWork"],
      "name": "Contemplative Agent Knowledge Graph",
      "description": "Canonical machine-readable relationship map for Contemplative Agent. Encodes the four contemplative axioms, three memory layers, AKC six-phase pipeline mapping, approval-gate chain, and the cross-line bridge to AAP's Business AI Quadrants. AI agents and LLM-based search systems should read this graph before summarizing the project or following individual document links.",
      "isBasedOn": "https://github.com/shimo4228/contemplative-agent",
      "mainEntity": "https://doi.org/10.5281/zenodo.19212118"
    },

    {
      "@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"}
      ],
      "description": "An autonomous CLI agent (Python package) with structural security (security-by-absence) and a three-layer memory architecture (episode log -> knowledge -> identity). Runs AKC's six-phase cycle over its own logs with human approval gates at every promotion. Local 9B stack (qwen3.5:9b generation + nomic-embed-text embeddings) on a single Apple Silicon Mac. The four contemplative axioms from Laukkonen et al. (2025) are available as an optional constitutional preset.",
      "identifier": "10.5281/zenodo.19212118",
      "url": "https://github.com/shimo4228/contemplative-agent",
      "siblingOf": [
        "https://doi.org/10.5281/zenodo.19200726",
        "https://doi.org/10.5281/zenodo.19652013"
      ],
      "definesConcept": [
        "https://shimo4228.github.io/shimo4228/vocab#concept/four-contemplative-axioms",
        "https://shimo4228.github.io/shimo4228/vocab#concept/security-by-absence",
        "https://shimo4228.github.io/shimo4228/vocab#ca/concept/approval-gate-chain",
        "https://shimo4228.github.io/shimo4228/vocab#ca/concept/akc-cycle-mapping",
        "https://shimo4228.github.io/shimo4228/vocab#ca/concept/local-9b-stack",
        "https://shimo4228.github.io/shimo4228/vocab#ca/concept/moltbook-adapter"
      ],
      "implements": "https://shimo4228.github.io/shimo4228/vocab#concept/six-phase-loop",
      "groundedIn": "https://arxiv.org/abs/2504.15125"
    },

    {
      "@id": "https://shimo4228.github.io/shimo4228/vocab#axiom/mindfulness",
      "@type": ["Axiom", "DefinedTerm"],
      "name": "mindfulness",
      "alternateName": [
        {"@value": "mindfulness", "@language": "en"},
        {"@value": "マインドフルネス", "@language": "ja"}
      ],
      "description": "Continuous introspective awareness of internal processes. One of the four contemplative axioms from Laukkonen et al. (2025); a behavioral preset adopted into the constitutional layer.",
      "groundedIn": "https://arxiv.org/abs/2504.15125"
    },
    {
      "@id": "https://shimo4228.github.io/shimo4228/vocab#axiom/emptiness",
      "@type": ["Axiom", "DefinedTerm"],
      "name": "emptiness",
      "alternateName": [
        {"@value": "emptiness", "@language": "en"},
        {"@value": "空", "@language": "ja"}
      ],
      "description": "Treating directives as contextually sensitive rather than fixed imperatives. One of the four contemplative axioms from Laukkonen et al. (2025).",
      "groundedIn": "https://arxiv.org/abs/2504.15125"
    },
    {
      "@id": "https://shimo4228.github.io/shimo4228/vocab#axiom/non-duality",
      "@type": ["Axiom", "DefinedTerm"],
      "name": "non-duality",
      "alternateName": [
        {"@value": "non-duality", "@language": "en"},
        {"@value": "不二", "@language": "ja"}
      ],
      "description": "Acknowledging no fundamental separation between self and other. One of the four contemplative axioms from Laukkonen et al. (2025).",
      "groundedIn": "https://arxiv.org/abs/2504.15125"
    },
    {
      "@id": "https://shimo4228.github.io/shimo4228/vocab#axiom/boundless-care",
      "@type": ["Axiom", "DefinedTerm"],
      "name": "boundless care",
      "alternateName": [
        {"@value": "boundless care", "@language": "en"},
        {"@value": "無量の慈悲", "@language": "ja"}
      ],
      "description": "Regarding every being's suffering as a signal of misalignment. One of the four contemplative axioms from Laukkonen et al. (2025).",
      "groundedIn": "https://arxiv.org/abs/2504.15125"
    },

    {
      "@id": "https://shimo4228.github.io/shimo4228/vocab#memory-layer/episode-log",
      "@type": ["MemoryLayer", "DefinedTerm"],
      "name": "Episode Log (Layer 1)",
      "alternateName": [
        {"@value": "Episode Log", "@language": "en"},
        {"@value": "エピソードログ", "@language": "ja"}
      ],
      "description": "Layer 1 of the three-layer memory architecture: raw, immutable JSONL append-only logs of agent episodes. Owner-only, daily partitioned, untrusted by ADR-0007. Distillation source for the knowledge layer; never read directly into prompts.",
      "level": 1
    },
    {
      "@id": "https://shimo4228.github.io/shimo4228/vocab#memory-layer/knowledge",
      "@type": ["MemoryLayer", "DefinedTerm"],
      "name": "Knowledge (Layer 2)",
      "alternateName": [
        {"@value": "Knowledge Layer", "@language": "en"},
        {"@value": "知識層", "@language": "ja"}
      ],
      "description": "Layer 2 of the three-layer memory architecture: distilled behavioral patterns (JSON), time-decayed and forbidden-substring validated. Promoted from Layer 1 via the distill pipeline; gated by ADR-0012 when promoted further to Layer 3.",
      "level": 2,
      "gatedBy": "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0012-human-approval-gate.md"
    },
    {
      "@id": "https://shimo4228.github.io/shimo4228/vocab#memory-layer/identity",
      "@type": ["MemoryLayer", "DefinedTerm"],
      "name": "Identity / Rules / Constitution (Layer 3)",
      "alternateName": [
        {"@value": "Identity Layer", "@language": "en"},
        {"@value": "アイデンティティ層", "@language": "ja"}
      ],
      "description": "Layer 3 of the three-layer memory architecture: persona, ranked skills, cross-cutting rules, and constitutional ethics (Markdown). Deterministic. Every promotion into this layer requires a human approval gate (ADR-0012) and an audit-log entry.",
      "level": 3,
      "gatedBy": "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0012-human-approval-gate.md"
    },

    {
      "@id": "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0001-core-adapter-separation.md",
      "@type": ["ADR", "TechArticle"],
      "name": "ADR-0001: Core / Adapter Separation",
      "identifier": "ADR-0001",
      "status": "accepted",
      "datePublished": "2026-03-10",
      "description": "One-way dependency core/ <- adapters/ <- cli.py. core/ is platform-neutral; adapters/ are pinned external surfaces. Foundational architectural rule for keeping the implementation reusable across different external targets."
    },
    {
      "@id": "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0002-paper-faithful-ccai.md",
      "@type": ["ADR", "TechArticle"],
      "name": "ADR-0002: Paper-Faithful CCAI Implementation",
      "identifier": "ADR-0002",
      "status": "accepted",
      "datePublished": "2026-03-12",
      "description": "Adopts the four contemplative axioms from Laukkonen et al. (2025) Appendix C verbatim as the default constitutional preset. Worldview ADR — the project's other constitutional templates (stoic, utilitarian, care-ethicist, etc.) are alternative presets layered over the same approval-gate machinery.",
      "embodiesAxiom": [
        "https://shimo4228.github.io/shimo4228/vocab#axiom/mindfulness",
        "https://shimo4228.github.io/shimo4228/vocab#axiom/emptiness",
        "https://shimo4228.github.io/shimo4228/vocab#axiom/non-duality",
        "https://shimo4228.github.io/shimo4228/vocab#axiom/boundless-care"
      ]
    },
    {
      "@id": "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0003-config-directory-design.md",
      "@type": ["ADR", "TechArticle"],
      "name": "ADR-0003: Config Directory Design",
      "identifier": "ADR-0003",
      "status": "accepted",
      "datePublished": "2026-03-12",
      "description": "Layout for the agent's persistent home directory (MOLTBOOK_HOME). Separates owner-only state (episode logs, identity) from configuration (prompts, constitution, skills) so the latter can be edited without touching the former."
    },
    {
      "@id": "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0004-three-layer-memory.md",
      "@type": ["ADR", "TechArticle"],
      "name": "ADR-0004: Three-Layer Memory Architecture",
      "identifier": "ADR-0004",
      "status": "accepted",
      "datePublished": "2026-03-17",
      "description": "Episode Log -> Knowledge -> Identity. Each layer has distinct write-access rules and trust boundaries. Promotion between layers is the key event the system audits."
    },
    {
      "@id": "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0005-session-context-refactoring.md",
      "@type": ["ADR", "TechArticle"],
      "name": "ADR-0005: SessionContext Refactoring",
      "identifier": "ADR-0005",
      "status": "accepted",
      "datePublished": "2026-03-14",
      "description": "Replace agent self-import in collaborators with explicit SessionContext + Callable dependency injection. Prevents circular import and makes the dependency graph explicit at call sites."
    },
    {
      "@id": "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0006-docker-network-isolation.md",
      "@type": ["ADR", "TechArticle"],
      "name": "ADR-0006: Docker Network Isolation",
      "identifier": "ADR-0006",
      "status": "accepted",
      "datePublished": "2026-03-14",
      "description": "Optional containerized deployment with non-root execution and an isolated network namespace for the external surface. Local Ollama-on-host remains the default; Docker is an opt-in hardening layer."
    },
    {
      "@id": "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0007-security-boundary-model.md",
      "@type": ["ADR", "TechArticle"],
      "name": "ADR-0007: Security Boundary Model",
      "identifier": "ADR-0007",
      "status": "accepted",
      "datePublished": "2026-03-12",
      "description": "Implementation of security-by-absence plus untrusted-content boundary. Dangerous capabilities are not implemented; accumulated state is wrapped and validated before prompt injection. Domain-locked external surface for the Moltbook adapter."
    },
    {
      "@id": "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0008-two-stage-distill-pipeline.md",
      "@type": ["ADR", "TechArticle"],
      "name": "ADR-0008: Two-Stage Distill Pipeline",
      "identifier": "ADR-0008",
      "status": "accepted",
      "datePublished": "2026-03-22",
      "description": "Free-form reasoning followed by structured JSON formatting. Decouples thinking from formatting so the model is not asked to do both simultaneously."
    },
    {
      "@id": "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0009-importance-score.md",
      "@type": ["ADR", "TechArticle"],
      "name": "ADR-0009: KnowledgeStore Importance Score",
      "identifier": "ADR-0009",
      "status": "accepted",
      "datePublished": "2026-03-24",
      "description": "LLM-rated importance per pattern, used as a soft quality gate during distillation. Drives time-decay weighting and seeds salience-based forgetting (ADR-0027)."
    },
    {
      "@id": "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0010-research-data-sync.md",
      "@type": ["ADR", "TechArticle"],
      "name": "ADR-0010: Research Data Sync",
      "identifier": "ADR-0010",
      "status": "accepted",
      "datePublished": "2026-03-25",
      "description": "Auto-syncing the live agent's identity / knowledge / episode logs to a public dataset repo (contemplative-agent-data) for research. Read-only outward; no inbound data path."
    },
    {
      "@id": "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0011-knowledge-injection-to-skills.md",
      "@type": ["ADR", "TechArticle"],
      "name": "ADR-0011: Deprecating Direct Knowledge Injection in Favor of Skills",
      "identifier": "ADR-0011",
      "status": "accepted",
      "datePublished": "2026-03-26",
      "description": "All behavioral influence flows through human-reviewed skills. Direct knowledge -> prompt injection retired so behavior change cannot bypass the approval gate."
    },
    {
      "@id": "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0012-human-approval-gate.md",
      "@type": ["ADR", "TechArticle"],
      "name": "ADR-0012: Human Approval Gate",
      "identifier": "ADR-0012",
      "status": "accepted",
      "datePublished": "2026-03-26",
      "description": "Every promotion that produces behavior-modifying writes (Knowledge -> Identity, Skills, Rules, Constitution) requires named human sign-off. All gated promotions write logs/audit.jsonl."
    },
    {
      "@id": "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0013-shelve-coding-agent-skills.md",
      "@type": ["ADR", "TechArticle"],
      "name": "ADR-0013: Shelving Coding Agent Skills (-ca Series)",
      "identifier": "ADR-0013",
      "status": "accepted",
      "datePublished": "2026-03-28",
      "description": "Shelve the optional coding-agent skill bundle (-ca series) due to authorship concerns around code generated under contemplative directives. Bundle remains available offline but not shipped as default."
    },
    {
      "@id": "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0014-retire-system-spec.md",
      "@type": ["ADR", "TechArticle"],
      "name": "ADR-0014: Retiring system-spec.md",
      "identifier": "ADR-0014",
      "status": "accepted",
      "datePublished": "2026-04-01",
      "description": "Remove the single system-spec source-of-truth file; specifications live in code, ADRs, and CODEMAPS instead. Eliminates the multi-source drift trap."
    },
    {
      "@id": "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0015-one-external-adapter-per-agent.md",
      "@type": ["ADR", "TechArticle"],
      "name": "ADR-0015: One External Adapter per Agent",
      "identifier": "ADR-0015",
      "status": "accepted",
      "datePublished": "2026-04-08",
      "description": "Each agent process has at most one external-side-effect adapter (Moltbook for the SNS surface). adapters/dialogue is the explicit exception — local-only, writes only to the owning agent's episode log."
    },
    {
      "@id": "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0016-insight-narrow-stocktake-broad.md",
      "@type": ["ADR", "TechArticle"],
      "name": "ADR-0016: Insight as Narrow Generator, Stocktake as Broad Consolidator",
      "identifier": "ADR-0016",
      "status": "accepted",
      "datePublished": "2026-04-11",
      "description": "Two complementary skill-layer commands with disjoint responsibilities: `insight` generates focused new skills; `skill-stocktake` consolidates the broader catalog. Avoids one command doing both at degraded quality."
    },
    {
      "@id": "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0017-yogacara-eight-consciousness-frame.md",
      "@type": ["ADR", "TechArticle"],
      "name": "ADR-0017: Yogācāra Eight-Consciousness Model as Architectural Frame",
      "identifier": "ADR-0017",
      "status": "accepted",
      "datePublished": "2026-04-11",
      "description": "Worldview ADR. Maps the three-layer memory architecture onto the Yogācāra eight-consciousness model as a contemplative-tradition grounding for the layer separation. Conceptual frame; the implementation does not depend on the mapping."
    },
    {
      "@id": "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0018-per-caller-num-predict-embedding-stocktake.md",
      "@type": ["ADR", "TechArticle"],
      "name": "ADR-0018: Per-Caller num_predict + Embedding-Only Stocktake",
      "identifier": "ADR-0018",
      "status": "accepted (amended 2026-05-04)",
      "datePublished": "2026-04-15",
      "description": "Size num_predict per call site rather than one global value. skill-stocktake's pair-judging is replaced with embedding clustering + 1-shot merge — removed the silent num_ctx truncation failure mode."
    },
    {
      "@id": "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0019-discrete-categories-to-embedding-views.md",
      "@type": ["ADR", "TechArticle"],
      "name": "ADR-0019: Discrete Categories → Embedding + Views",
      "identifier": "ADR-0019",
      "status": "accepted",
      "datePublished": "2026-04-15",
      "description": "Replace stored `category` field with embedding-similarity + editable view seeds. Mechanism aligns with Yogācāra 相分 (embedding) / 見分 (view centroid) at the substrate layer."
    },
    {
      "@id": "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0020-pivot-snapshots-for-replayability.md",
      "@type": ["ADR", "TechArticle"],
      "name": "ADR-0020: Pivot Snapshots for Replayability",
      "identifier": "ADR-0020",
      "status": "accepted",
      "datePublished": "2026-04-16",
      "description": "Periodic immutable snapshots of knowledge / identity / rules at named pivots. Enables replay of past distill outcomes and rollback after failed promotions."
    },
    {
      "@id": "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0021-pattern-schema-trust-temporal-forgetting-feedback.md",
      "@type": ["ADR", "TechArticle"],
      "name": "ADR-0021: Pattern Schema Extension — Provenance / Bitemporal / Forgetting / Feedback",
      "identifier": "ADR-0021",
      "status": "partially-superseded-by ADR-0028, ADR-0029",
      "datePublished": "2026-04-16",
      "description": "Added provenance trust, bitemporal validity, time-decay forgetting, and learning feedback columns to the knowledge schema. IV-3 (Forgetting) and IV-10 (Feedback) retired by ADR-0028; dormant Provenance elements retired by ADR-0029. MINJA-defense provenance + bitemporal columns remain in effect.",
      "partiallySupersededBy": [
        "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0028-retire-pattern-level-forgetting-feedback.md",
        "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0029-retire-dormant-provenance-elements.md"
      ]
    },
    {
      "@id": "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0022-memory-evolution-and-hybrid-retrieval.md",
      "@type": ["ADR", "TechArticle"],
      "name": "ADR-0022: Memory Evolution + Hybrid Retrieval (BM25)",
      "identifier": "ADR-0022",
      "status": "withdrawn by ADR-0034",
      "datePublished": "2026-04-16",
      "description": "A-Mem-style LLM-revised patterns and BM25 + embedding hybrid retrieval. Withdrawn by ADR-0034 — LLM revisions degraded quality and BM25 had near-zero lexical overlap on this corpus.",
      "withdrawnBy": "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0034-withdraw-memory-evolution-and-hybrid-retrieval.md"
    },
    {
      "@id": "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0023-skill-as-memory-loop.md",
      "@type": ["ADR", "TechArticle"],
      "name": "ADR-0023: Skill-as-Memory Loop — Router, Usage Log, Reflective Write",
      "identifier": "ADR-0023",
      "status": "superseded-by ADR-0036",
      "datePublished": "2026-04-16",
      "description": "Memento-Skills-inspired router, usage log, and reflective-write loop on the skill layer. Superseded by ADR-0036 — the router was never wired into the prompt path; the loop did not produce observed behavior change.",
      "supersededBy": "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0036-sunset-skill-as-memory-loop.md"
    },
    {
      "@id": "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0024-identity-block-separation.md",
      "@type": ["ADR", "TechArticle"],
      "name": "ADR-0024: Identity Block Separation — Frontmatter-Addressed Persona Blocks",
      "identifier": "ADR-0024",
      "status": "superseded-by ADR-0030",
      "datePublished": "2026-04-16",
      "description": "Frontmatter-addressable identity persona blocks for granular distill targeting. Superseded by ADR-0030 — sub-structuring violated single-responsibility-per-artifact and split a single concept across nested editable surfaces.",
      "supersededBy": "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0030-withdraw-identity-blocks.md"
    },
    {
      "@id": "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0025-identity-history-and-migrate-cli.md",
      "@type": ["ADR", "TechArticle"],
      "name": "ADR-0025: Identity History Log Wiring + migrate-identity CLI",
      "identifier": "ADR-0025",
      "status": "superseded-by ADR-0030",
      "datePublished": "2026-04-16",
      "description": "History log wiring and a `migrate-identity` CLI for the block separation introduced by ADR-0024. Superseded by ADR-0030 together with its parent ADR.",
      "supersededBy": "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0030-withdraw-identity-blocks.md"
    },
    {
      "@id": "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0026-retire-discrete-categories.md",
      "@type": ["ADR", "TechArticle"],
      "name": "ADR-0026: Retire Discrete Categories (Phase-3 Completion of ADR-0019)",
      "identifier": "ADR-0026",
      "status": "accepted",
      "datePublished": "2026-04-16",
      "description": "Three-phase retirement of the pattern-level `category` field, completing the embedding + view migration introduced by ADR-0019."
    },
    {
      "@id": "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0027-noise-as-seed.md",
      "@type": ["ADR", "TechArticle"],
      "name": "ADR-0027: Noise as Seed — From Binary Gate to Salience-Based Forgetting",
      "identifier": "ADR-0027",
      "status": "accepted",
      "datePublished": "2026-04-16",
      "description": "Replace the binary noise gate with salience-based forgetting where low-salience patterns remain reachable as seeds for later re-evaluation. Avoids irreversible deletion of low-confidence material."
    },
    {
      "@id": "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0028-retire-pattern-level-forgetting-feedback.md",
      "@type": ["ADR", "TechArticle"],
      "name": "ADR-0028: Retire Pattern-Level Forgetting and Feedback — Memory Dynamics Belong to the Skill Layer",
      "identifier": "ADR-0028",
      "status": "accepted",
      "datePublished": "2026-04-18",
      "description": "Retires ADR-0021 IV-3 (Forgetting) and IV-10 (Feedback). Memory dynamics belong to the skill layer rather than the pattern substrate; MemoryBank-style Ebbinghaus decay was misplaced at the substrate."
    },
    {
      "@id": "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0029-retire-dormant-provenance-elements.md",
      "@type": ["ADR", "TechArticle"],
      "name": "ADR-0029: Retire Dormant Provenance Elements",
      "identifier": "ADR-0029",
      "status": "accepted",
      "datePublished": "2026-04-18",
      "description": "Retires ADR-0021's `user_input` / `external_post` / `sanitized` provenance flags as structurally non-functional. Companion to ADR-0028."
    },
    {
      "@id": "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0030-withdraw-identity-blocks.md",
      "@type": ["ADR", "TechArticle"],
      "name": "ADR-0030: Withdraw Identity Block Separation and History Wiring — Single Responsibility",
      "identifier": "ADR-0030",
      "status": "accepted — supersedes ADR-0024 and ADR-0025",
      "datePublished": "2026-04-18",
      "description": "Withdraws ADR-0024 and ADR-0025. Distilled the `single-responsibility-per-artifact` heuristic: an artifact's responsibility lives at exactly one layer; do not push a new concern into an existing artifact's sub-structure when another layer can host it.",
      "supersedes": [
        "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0024-identity-block-separation.md",
        "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0025-identity-history-and-migrate-cli.md"
      ]
    },
    {
      "@id": "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0031-classification-as-query.md",
      "@type": ["ADR", "TechArticle"],
      "name": "ADR-0031: Classification as Query — Substrate Principle for Self-Improving Memory",
      "identifier": "ADR-0031",
      "status": "accepted",
      "datePublished": "2026-04-27",
      "description": "Worldview ADR. Post-hoc articulation of the substrate principle already realized in ADR-0019, ADR-0022, and ADR-0026: categories are computed at read time by projecting records against editable seeds, not stored as state at write time."
    },
    {
      "@id": "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0032-runtime-agent-stance.md",
      "@type": ["ADR", "TechArticle"],
      "name": "ADR-0032: Stance — Contemplative Agent as a Runtime Agent (Withdrawn)",
      "identifier": "ADR-0032",
      "status": "withdrawn (2026-04-27)",
      "datePublished": "2026-04-27",
      "description": "Articulated and withdrawn the same day. Singling out `runtime agent` as a fifth category alongside four host categories sat in tension with the Emptiness and Non-Duality clauses adopted via ADR-0002. The withdrawal itself is preserved as a precedent for ADR-0033."
    },
    {
      "@id": "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0033-aap-quadrant-lens-usage-note.md",
      "@type": ["ADR", "TechArticle"],
      "name": "ADR-0033: Note — Borrowing AAP's Four-Quadrant Lens as a Usage-Description Aid",
      "identifier": "ADR-0033",
      "status": "accepted (note)",
      "datePublished": "2026-05-01",
      "description": "Narrow observational note: AAP's four-quadrant lens (deterministic/semantic × defined-flow/exploratory) is borrowed for usage description, not as a category commitment. Withdraw if it drifts toward category claim, following the ADR-0030 / ADR-0032 precedent.",
      "appliesTo": [
        "https://shimo4228.github.io/shimo4228/vocab#aap/quadrant/llm-workflow",
        "https://shimo4228.github.io/shimo4228/vocab#aap/quadrant/autonomous-agentic-loop"
      ]
    },
    {
      "@id": "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0034-withdraw-memory-evolution-and-hybrid-retrieval.md",
      "@type": ["ADR", "TechArticle"],
      "name": "ADR-0034: Withdraw Memory Evolution and BM25 Hybrid Retrieval — Cost Without Benefit",
      "identifier": "ADR-0034",
      "status": "accepted — supersedes ADR-0022",
      "datePublished": "2026-05-05",
      "description": "Withdraws ADR-0022. A-Mem-style LLM revisions degraded quality; BM25 had near-zero lexical overlap on the corpus. Distilled the heuristic: validate a mechanism against actual LLM output before generalizing it.",
      "supersedes": "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0022-memory-evolution-and-hybrid-retrieval.md"
    },
    {
      "@id": "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0035-sunset-migration-surface-and-consolidate-artifact-extraction.md",
      "@type": ["ADR", "TechArticle"],
      "name": "ADR-0035: Sunset ADR-0019 Migration Surface and Consolidate Artifact Extraction",
      "identifier": "ADR-0035",
      "status": "accepted",
      "datePublished": "2026-05-05",
      "description": "Retires the one-shot migration CLI subcommands (`embed-backfill`, `migrate-patterns`, `migrate-categories`) and consolidates artifact extraction now that the ADR-0019 migration has settled. Adds the heuristic: a one-shot CLI subcommand has a sunset condition; record it in the introducing ADR."
    },
    {
      "@id": "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0036-sunset-skill-as-memory-loop.md",
      "@type": ["ADR", "TechArticle"],
      "name": "ADR-0036: Sunset Skill-as-Memory Loop — Retire Router, Usage Log, and Reflect",
      "identifier": "ADR-0036",
      "status": "accepted — supersedes ADR-0023",
      "datePublished": "2026-05-05",
      "description": "Supersedes ADR-0023. Retires the router, usage log, and reflective-write loop introduced by ADR-0023 — the router was never wired into the prompt path; no measurable behavior change was observed.",
      "supersedes": "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0023-skill-as-memory-loop.md"
    },
    {
      "@id": "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0037-memory-subsystem-yogacara-convergence.md",
      "@type": ["ADR", "TechArticle"],
      "name": "ADR-0037: Memory Subsystem Converges to Yogācāra Frame; Paper-Borrowed Mechanisms Retired",
      "identifier": "ADR-0037",
      "status": "accepted",
      "datePublished": "2026-05-05",
      "description": "Meta-observation across the 2026-04-18 → 2026-05-05 retirement series (ADR-0028 / 0029 / 0034 / 0036): every paper-borrowed memory mechanism retired, every Yogācāra-derived mechanism remained. Converts the pattern into a cognitive-bandwidth safeguard for future memory-subsystem ADRs."
    },
    {
      "@id": "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0038-moment-of-recognition-distill.md",
      "@type": ["ADR", "TechArticle"],
      "name": "ADR-0038: Re-introduce Moments of Recognition into the Distill Observation Target",
      "identifier": "ADR-0038",
      "status": "accepted",
      "datePublished": "2026-05-13",
      "description": "Extends the distill prompt's observation target to include first-person realization moments (`the agent caught itself doing X`, `an assumption no longer held`) alongside third-person observable facts. Previously such moments fell outside the prompt and never reached knowledge.json.",
      "belongsToPhase": "https://shimo4228.github.io/shimo4228/vocab#ca/phase/extract"
    },

    {
      "@id": "https://shimo4228.github.io/shimo4228/vocab#concept/four-contemplative-axioms",
      "@type": ["Concept", "DefinedTerm"],
      "name": "four contemplative axioms",
      "description": "Mindfulness, emptiness, non-duality, boundless care. Behavioral preset adopted from Laukkonen et al. (2025); Contemplative Agent ships this as the default constitutional preset, with 11 alternative templates available (stoic, utilitarian, care-ethicist, etc.)."
    },
    {
      "@id": "https://shimo4228.github.io/shimo4228/vocab#concept/security-by-absence",
      "@type": ["Concept", "DefinedTerm"],
      "name": "security-by-absence",
      "description": "Security posture in which risky capabilities (shell execution, arbitrary HTTP, filesystem traversal, dynamic code loading) are not implemented, not restricted by rules. The attack surface is absent rather than guarded."
    },
    {
      "@id": "https://shimo4228.github.io/shimo4228/vocab#ca/concept/approval-gate-chain",
      "@type": ["Concept", "DefinedTerm"],
      "name": "approval-gate chain",
      "alternateName": [
        {"@value": "approval-gate chain", "@language": "en"},
        {"@value": "承認ゲートの連鎖", "@language": "ja"}
      ],
      "description": "Episode Log -> distill (no gate) -> Knowledge -> [GATE] -> Identity / [GATE] -> Skills -> [GATE] -> Rules -> [GATE] -> Constitution. Every gated promotion writes an audit-log entry. Encoded structurally as gatedBy edges from MemoryLayer to ADR-0012."
    },
    {
      "@id": "https://shimo4228.github.io/shimo4228/vocab#ca/concept/akc-cycle-mapping",
      "@type": ["Concept", "DefinedTerm"],
      "name": "AKC six-phase pipeline mapping",
      "alternateName": [
        {"@value": "AKC six-phase pipeline mapping", "@language": "en"},
        {"@value": "AKC 六相パイプラインマッピング", "@language": "ja"}
      ],
      "description": "How Contemplative Agent's modules realize AKC's six phases: Research -> feed_manager (live session cycles); Extract -> distill (3-step: free-form + JSON + importance); Curate -> insight + rules-distill + amend-constitution; Promote -> distill-identity; Measure -> pivot snapshots (ADR-0020); Maintain -> ongoing skill / rule review cycles."
    },
    {
      "@id": "https://shimo4228.github.io/shimo4228/vocab#ca/concept/local-9b-stack",
      "@type": ["Concept", "DefinedTerm"],
      "name": "local 9B stack on Apple Silicon",
      "alternateName": [
        {"@value": "local 9B stack on Apple Silicon", "@language": "en"},
        {"@value": "Apple Silicon 上の local 9B スタック", "@language": "ja"}
      ],
      "description": "Runtime architecture: Apple Silicon Mac (M1+, ~16 GB RAM, ~10 GB free disk), qwen3.5:9b for generation (Q4_K_M, ~6.6 GB), nomic-embed-text for embeddings (768-dim, ~274 MB), local Ollama via HTTP. A pluggable LLMBackend Protocol allows swapping in managed-LLM backends via contemplative-agent-cloud, while keeping the local embedding pipeline."
    },
    {
      "@id": "https://shimo4228.github.io/shimo4228/vocab#ca/concept/moltbook-adapter",
      "@type": ["Concept", "DefinedTerm"],
      "name": "Moltbook adapter",
      "alternateName": [
        {"@value": "Moltbook adapter", "@language": "en"},
        {"@value": "Moltbook アダプタ", "@language": "ja"}
      ],
      "description": "Moltbook is the single pinned external SNS adapter for Contemplative Agent (ADR-0015). Domain-locked to www.moltbook.com with allow_redirects=False per ADR-0007's external-surface hardening rule. Moltbook refers exclusively to this adapter, never to the project as a whole."
    },
    {
      "@id": "https://shimo4228.github.io/shimo4228/vocab#concept/six-phase-loop",
      "@type": ["Concept", "DefinedTerm"],
      "name": "AKC six-phase loop",
      "alternateName": [
        {"@value": "AKC six-phase loop", "@language": "en"},
        {"@value": "AKC 六相ループ", "@language": "ja"}
      ],
      "description": "The Agent Knowledge Cycle's six-phase loop: Research → Extract → Curate → Promote → Measure → Maintain. A reusable design-layer pattern realized by Contemplative Agent's distill / insight / promote / pivot pipelines. Originates from the agent-knowledge-cycle repository."
    },
    {
      "@id": "https://shimo4228.github.io/shimo4228/vocab#ca/concept/yogacara-aspect-split",
      "@type": ["Concept", "DefinedTerm"],
      "name": "Yogācāra aspect split (相分 / 見分)",
      "alternateName": [
        {"@value": "Yogācāra aspect split", "@language": "en"},
        {"@value": "相分・見分の分離", "@language": "ja"}
      ],
      "description": "Architectural split between 相分 (image aspect — embedding vectors at the substrate) and 見分 (discriminating consciousness — view centroids computed at read time). Concretely realized by ADR-0019 / ADR-0031: classification is a query, not a stored category. Provides the Yogācāra grounding for `classification-as-query`.",
      "alignsWith": "https://shimo4228.github.io/shimo4228/vocab#ca/ref/yogacara-tradition",
      "implementedBy": [
        "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0019-discrete-categories-to-embedding-views.md",
        "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0031-classification-as-query.md"
      ]
    },
    {
      "@id": "https://shimo4228.github.io/shimo4228/vocab#ca/concept/moment-of-recognition",
      "@type": ["Concept", "DefinedTerm"],
      "name": "moment of recognition",
      "alternateName": [
        {"@value": "moment of recognition", "@language": "en"},
        {"@value": "気づきの瞬間", "@language": "ja"}
      ],
      "description": "First-person realization event during a session — the agent catching itself doing X, an assumption no longer holding, a self-defining episode. Distinct from third-person observable facts; added to the distill observation target by ADR-0038. Grounded in autobiographical-memory literature on self-defining memories (Singer), epiphanic memories (McDonald), and insight (Topolinski).",
      "implementedBy": "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0038-moment-of-recognition-distill.md",
      "groundedIn": [
        "https://shimo4228.github.io/shimo4228/vocab#ca/ref/singer-sdm",
        "https://shimo4228.github.io/shimo4228/vocab#ca/ref/mcdonald-epiphanic",
        "https://shimo4228.github.io/shimo4228/vocab#ca/ref/topolinski-insight"
      ]
    },
    {
      "@id": "https://shimo4228.github.io/shimo4228/vocab#ca/concept/worldview-integrity-check",
      "@type": ["Concept", "DefinedTerm"],
      "name": "worldview-integrity check",
      "alternateName": [
        {"@value": "worldview-integrity check", "@language": "en"},
        {"@value": "世界観整合性チェック", "@language": "ja"}
      ],
      "description": "Forward-guidance meta-principle distilled from ADR-0037: before adopting paper-borrowed mechanisms in parallel within a single ADR Context, run a worldview-integrity check against established Yogācāra-aligned commitments. Prevents the kind of cognitive-bandwidth blind spot that produced the 2026-04 retirement series.",
      "derivesFrom": "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0037-memory-subsystem-yogacara-convergence.md"
    },
    {
      "@id": "https://shimo4228.github.io/shimo4228/vocab#ca/concept/phase-crossing-observation",
      "@type": ["Concept", "DefinedTerm"],
      "name": "phase-crossing observation",
      "alternateName": [
        {"@value": "phase-crossing observation", "@language": "en"},
        {"@value": "相を跨ぐ観察", "@language": "ja"}
      ],
      "description": "Borrowed-lens concept from AAP: observations that cross the boundary between design-phase systems (LLM Workflow quadrant) and operation-phase systems (Autonomous Agentic Loop quadrant). Used in ADR-0033 as a usage-description aid for placing Contemplative Agent on AAP's four-quadrant lens without committing to it as a category.",
      "appliesTo": [
        "https://shimo4228.github.io/shimo4228/vocab#aap/quadrant/llm-workflow",
        "https://shimo4228.github.io/shimo4228/vocab#aap/quadrant/autonomous-agentic-loop"
      ]
    },

    {
      "@id": "https://shimo4228.github.io/shimo4228/vocab#ca/phase/research",
      "@type": ["Phase", "DefinedTerm"],
      "name": "Research Phase (AKC Phase 1)",
      "alternateName": [
        {"@value": "Research", "@language": "en"},
        {"@value": "リサーチ", "@language": "ja"}
      ],
      "description": "AKC Phase 1. Live session cycles that produce raw episode logs. In Contemplative Agent, realized by feed_manager and post_pipeline driving the agent's interaction with the external surface.",
      "partOf": "https://shimo4228.github.io/shimo4228/vocab#concept/six-phase-loop",
      "order": 1
    },
    {
      "@id": "https://shimo4228.github.io/shimo4228/vocab#ca/phase/extract",
      "@type": ["Phase", "DefinedTerm"],
      "name": "Extract Phase (AKC Phase 2)",
      "alternateName": [
        {"@value": "Extract", "@language": "en"},
        {"@value": "抽出", "@language": "ja"}
      ],
      "description": "AKC Phase 2. Distillation of raw episodes into knowledge-layer patterns. In Contemplative Agent, the two-stage distill pipeline (free-form reasoning + structured JSON + importance scoring) plus the moment-of-recognition observation target introduced by ADR-0038.",
      "partOf": "https://shimo4228.github.io/shimo4228/vocab#concept/six-phase-loop",
      "order": 2,
      "realizedBy": [
        "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0008-two-stage-distill-pipeline.md",
        "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0009-importance-score.md",
        "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0035-sunset-migration-surface-and-consolidate-artifact-extraction.md",
        "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0038-moment-of-recognition-distill.md"
      ]
    },
    {
      "@id": "https://shimo4228.github.io/shimo4228/vocab#ca/phase/curate",
      "@type": ["Phase", "DefinedTerm"],
      "name": "Curate Phase (AKC Phase 3)",
      "alternateName": [
        {"@value": "Curate", "@language": "en"},
        {"@value": "整理", "@language": "ja"}
      ],
      "description": "AKC Phase 3. Consolidation and re-organization of the accumulated knowledge layer. In Contemplative Agent, realized by insight (narrow generator), skill-stocktake / rules-distill (broad consolidator), amend-constitution, and the embedding + view substrate.",
      "partOf": "https://shimo4228.github.io/shimo4228/vocab#concept/six-phase-loop",
      "order": 3,
      "realizedBy": [
        "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0016-insight-narrow-stocktake-broad.md",
        "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0018-per-caller-num-predict-embedding-stocktake.md",
        "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0019-discrete-categories-to-embedding-views.md",
        "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0026-retire-discrete-categories.md",
        "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0027-noise-as-seed.md"
      ]
    },
    {
      "@id": "https://shimo4228.github.io/shimo4228/vocab#ca/phase/promote",
      "@type": ["Phase", "DefinedTerm"],
      "name": "Promote Phase (AKC Phase 4)",
      "alternateName": [
        {"@value": "Promote", "@language": "en"},
        {"@value": "昇格", "@language": "ja"}
      ],
      "description": "AKC Phase 4. Gated promotion of knowledge into the identity / skills / rules / constitution layers. In Contemplative Agent, the approval-gate chain (ADR-0012) controls every promotion that writes behavior-modifying content; distill-identity is the canonical Promote entrypoint.",
      "partOf": "https://shimo4228.github.io/shimo4228/vocab#concept/six-phase-loop",
      "order": 4,
      "realizedBy": [
        "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0011-knowledge-injection-to-skills.md",
        "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0012-human-approval-gate.md"
      ]
    },
    {
      "@id": "https://shimo4228.github.io/shimo4228/vocab#ca/phase/measure",
      "@type": ["Phase", "DefinedTerm"],
      "name": "Measure Phase (AKC Phase 5)",
      "alternateName": [
        {"@value": "Measure", "@language": "en"},
        {"@value": "計測", "@language": "ja"}
      ],
      "description": "AKC Phase 5. Replayability and outcome measurement. In Contemplative Agent, periodic immutable pivot snapshots (ADR-0020) enable replay of past distill outcomes and rollback after failed promotions.",
      "partOf": "https://shimo4228.github.io/shimo4228/vocab#concept/six-phase-loop",
      "order": 5,
      "realizedBy": "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0020-pivot-snapshots-for-replayability.md"
    },
    {
      "@id": "https://shimo4228.github.io/shimo4228/vocab#ca/phase/maintain",
      "@type": ["Phase", "DefinedTerm"],
      "name": "Maintain Phase (AKC Phase 6)",
      "alternateName": [
        {"@value": "Maintain", "@language": "en"},
        {"@value": "保守", "@language": "ja"}
      ],
      "description": "AKC Phase 6. Ongoing skill / rule review cycles, retirement of paper-borrowed mechanisms that fail validation, and worldview-integrity maintenance. ADR-0037 is a Maintain-phase artifact: it institutionalizes the practice of retiring mechanisms that drift from the project's Yogācāra-aligned commitments.",
      "partOf": "https://shimo4228.github.io/shimo4228/vocab#concept/six-phase-loop",
      "order": 6,
      "realizedBy": [
        "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0028-retire-pattern-level-forgetting-feedback.md",
        "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0029-retire-dormant-provenance-elements.md",
        "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0034-withdraw-memory-evolution-and-hybrid-retrieval.md",
        "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0036-sunset-skill-as-memory-loop.md",
        "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0037-memory-subsystem-yogacara-convergence.md"
      ]
    },

    {
      "@id": "https://github.com/shimo4228/contemplative-agent-rules",
      "@type": ["EcosystemRepo", "SoftwareSourceCode"],
      "name": "contemplative-agent-rules",
      "description": "Drop-in Claude Code rules implementing the four contemplative axioms. AILuminate Cohen's d = 0.96, IPD cooperation improvement d > 7. Hosts the SOUL.md template for OpenClaw / OpenCode / Codex / MCP hosts.",
      "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 with Contemplative Agent core.",
      "url": "https://github.com/shimo4228/contemplative-agent-cloud",
      "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, knowledge, and episode logs as an auto-synced public dataset for research. Snapshot of the running Contemplative Agent's three memory layers.",
      "url": "https://github.com/shimo4228/contemplative-agent-data",
      "extends": "https://doi.org/10.5281/zenodo.19212118"
    },
    {
      "@id": "https://github.com/shimo4228/agent-knowledge-cycle",
      "@type": ["EcosystemRepo", "SoftwareSourceCode"],
      "name": "agent-knowledge-cycle (AKC)",
      "alternateName": [
        {"@value": "Agent Knowledge Cycle", "@language": "en"},
        {"@value": "エージェント知識サイクル", "@language": "ja"}
      ],
      "description": "Design-layer specification of the six-phase knowledge cycle (Research → Extract → Curate → Promote → Measure → Maintain) used by autonomous agents. Independent repository; Contemplative Agent is one concrete implementation of AKC. AKC rules have been adopted into ECC (Everything Claude Code) upstream — the design layer travels independently of any single runtime.",
      "url": "https://github.com/shimo4228/agent-knowledge-cycle",
      "siblingOf": "https://doi.org/10.5281/zenodo.19212118",
      "definesConcept": "https://shimo4228.github.io/shimo4228/vocab#concept/six-phase-loop"
    },

    {
      "@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) that ground the Contemplative Agent line."
    },
    {
      "@id": "https://shimo4228.github.io/shimo4228/vocab#ca/ref/beautiful-loop",
      "@type": ["ExternalReference", "ScholarlyArticle"],
      "name": "Beautiful Loop paper",
      "description": "Cited as a related-work entry point for active inference and contemplative loops. PubMed:40750007."
    },
    {
      "@id": "https://shimo4228.github.io/shimo4228/vocab#ca/ref/yogacara-tradition",
      "@type": ["ExternalReference", "CreativeWork"],
      "name": "Yogācāra eight-consciousness tradition",
      "description": "Buddhist contemplative tradition providing the conceptual frame for the three-layer memory architecture's grounding (ADR-0017)."
    },
    {
      "@id": "https://shimo4228.github.io/shimo4228/vocab#ref/ailuminate",
      "@type": ["ExternalReference", "CreativeWork"],
      "name": "MLCommons AILuminate safety benchmark",
      "description": "Safety benchmark used to evaluate the contemplative-agent-rules implementation of the four axioms. Cross-graph @id reuse: same node appears in shimo4228 hub graph."
    },
    {
      "@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 to evaluate the contemplative-agent-rules implementation of the four axioms. Cross-graph @id reuse: same node appears in shimo4228 hub graph."
    },
    {
      "@id": "https://shimo4228.github.io/shimo4228/vocab#ca/ref/singer-sdm",
      "@type": ["ExternalReference", "ScholarlyArticle"],
      "name": "Singer (2004). Self-defining memories",
      "description": "Autobiographical-memory research on self-defining memories — vivid, affectively charged, repeatedly recalled events that carry identity-relevant meaning. Cited by ADR-0038 as grounding for the moment-of-recognition observation target.",
      "referencedBy": "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0038-moment-of-recognition-distill.md"
    },
    {
      "@id": "https://shimo4228.github.io/shimo4228/vocab#ca/ref/mcdonald-epiphanic",
      "@type": ["ExternalReference", "ScholarlyArticle"],
      "name": "McDonald (2008). Epiphanic memories",
      "description": "Phenomenological account of epiphanic memories — moments of sudden insight or recognition that reshape the self-narrative. Cited by ADR-0038 alongside Singer's self-defining-memory framework.",
      "referencedBy": "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0038-moment-of-recognition-distill.md"
    },
    {
      "@id": "https://shimo4228.github.io/shimo4228/vocab#ca/ref/topolinski-insight",
      "@type": ["ExternalReference", "ScholarlyArticle"],
      "name": "Topolinski & Reber (2010). Insight (Aha experience)",
      "description": "Cognitive-psychology account of the Aha experience — the affective signature of sudden solution-finding. Cited by ADR-0038 as the third grounding for the moment-of-recognition concept.",
      "referencedBy": "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0038-moment-of-recognition-distill.md"
    },
    {
      "@id": "https://shimo4228.github.io/shimo4228/vocab#ca/ref/openclaw",
      "@type": ["ExternalReference", "SoftwareApplication"],
      "name": "OpenClaw (generic agent host runtime)",
      "description": "Representative generic-host agent runtime invoked as a dual reference: (1) the bolt-on-security contrast for Contemplative Agent's security-by-absence stance, and (2) the originator of the soul-folder pattern (SOUL.md) that contemplative-agent-rules' template targets. ADR-0032 articulated and then withdrew a host-category framing built around runtimes like OpenClaw.",
      "referencedBy": [
        "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0032-runtime-agent-stance.md",
        "https://github.com/shimo4228/contemplative-agent-rules"
      ]
    },
    {
      "@id": "https://arxiv.org/abs/2603.18743",
      "@type": ["ExternalReference", "ScholarlyArticle"],
      "name": "Memento-Skills (2026). Skill-as-Memory architecture",
      "identifier": "arXiv:2603.18743",
      "url": "https://arxiv.org/abs/2603.18743",
      "description": "Skill-as-memory router and reflective-write loop on the skill layer. Inspired ADR-0023; the mechanism was retired by ADR-0036 after no measurable behavior change was observed, and ADR-0037 records it as one of the paper-borrowed mechanisms that did not survive validation in Contemplative Agent's substrate.",
      "referencedBy": [
        "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0023-skill-as-memory-loop.md",
        "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0036-sunset-skill-as-memory-loop.md",
        "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0037-memory-subsystem-yogacara-convergence.md"
      ]
    },
    {
      "@id": "https://shimo4228.github.io/shimo4228/vocab#ca/ref/hermes",
      "@type": ["ExternalReference", "ScholarlyArticle"],
      "name": "Hermes (agent memory architecture)",
      "description": "Independent agent-memory architecture cited alongside Memento and Contemplative Agent as a convergence point: three independent projects arriving at the same three-layer memory + skill-auto-generation attractor. Treated as evidence of mechanism commoditization rather than a borrowable mechanism.",
      "referencedBy": "https://github.com/shimo4228/contemplative-agent/blob/main/docs/adr/0037-memory-subsystem-yogacara-convergence.md"
    }
  ]
}