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@@ -20,12 +20,12 @@
 {"@id":"https://doi.org/10.5281/zenodo.20578272","sameAs":"https://www.wikidata.org/wiki/Q140090144","@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.","identifier":"10.5281/zenodo.20578272","url":"https://doi.org/10.5281/zenodo.20578272","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","url":"https://doi.org/10.5281/zenodo.20353789","sameAs":["https://papers.ssrn.com/sol3/papers.cfm?abstract_id=6817598","https://www.wikidata.org/wiki/Q140090128"],"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","url":"https://doi.org/10.5281/zenodo.20355907","sameAs":["https://papers.ssrn.com/sol3/papers.cfm?abstract_id=6823878","https://www.wikidata.org/wiki/Q140090133"],"isPartOf":"https://doi.org/10.5281/zenodo.19652013"}
-{"@id":"https://github.com/shimo4228/claude-skill-search-first","@type":["EcosystemRepo","SoftwareSourceCode"],"name":"search-first","description":"AKC Research phase skill: search existing solutions before building.","url":"https://github.com/shimo4228/claude-skill-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/claude-skill-learn-eval","@type":["EcosystemRepo","SoftwareSourceCode"],"name":"learn-eval","description":"AKC Extract phase skill: extract reusable patterns with quality gates.","url":"https://github.com/shimo4228/claude-skill-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/claude-skill-stocktake","@type":["EcosystemRepo","SoftwareSourceCode"],"name":"skill-stocktake","description":"AKC Curate phase skill: audit skills for staleness, conflicts, redundancy.","url":"https://github.com/shimo4228/claude-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/claude-skill-rules-distill","@type":["EcosystemRepo","SoftwareSourceCode"],"name":"rules-distill","description":"AKC Promote phase skill: distill cross-cutting principles into rules.","url":"https://github.com/shimo4228/claude-skill-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/claude-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/claude-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/claude-skill-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/claude-skill-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/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/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/contemplative-agent-rules","@type":["EcosystemRepo","SoftwareSourceCode"],"name":"contemplative-agent-rules","description":"Drop-in Claude Code rules implementing the four contemplative axioms.","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-data","@type":["EcosystemRepo","SoftwareSourceCode"],"name":"contemplative-agent-data","description":"Live agent identity, knowledge, and episode logs as an auto-synced public dataset for research.","url":"https://github.com/shimo4228/contemplative-agent-data","extends":"https://doi.org/10.5281/zenodo.19212118"}
@@ -33,12 +33,15 @@
 {"@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 research 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","https://www.wikidata.org/wiki/Q140090192"]}
 {"@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/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"}
-{"@id":"https://github.com/shimo4228/claude-skill-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/claude-skill-llms-txt-writer","extends":"https://doi.org/10.5281/zenodo.20263316"}
-{"@id":"https://github.com/shimo4228/claude-skill-daily-research","@type":["EcosystemRepo","SoftwareSourceCode"],"name":"daily-research","description":"Cron-driven daily research digest. Two-pass claude -p pipeline: Opus selects themes, Sonnet researches with WebSearch / WebFetch / Mem0 MCP and writes Markdown reports to an Obsidian vault.","url":"https://github.com/shimo4228/claude-skill-daily-research"}
-{"@id":"https://github.com/shimo4228/claude-skill-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/claude-skill-jsonld-knowledge-graph","extends":"https://doi.org/10.5281/zenodo.20263316"}
+{"@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":"Cron-driven daily research digest. Two-pass claude -p pipeline: Opus selects themes, Sonnet researches with WebSearch / WebFetch / Mem0 MCP and writes Markdown reports to an Obsidian vault.","url":"https://github.com/shimo4228/daily-research"}
+{"@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 article-writing, editor, essay-reviewer, fact-checker. Audience-paired with llms-txt-writer.","url":"https://github.com/shimo4228/claude-skill-writing-ecosystem"}
-{"@id":"https://github.com/shimo4228/claude-skill-authorship-strategy","@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/claude-skill-authorship-strategy","extends":"https://doi.org/10.5281/zenodo.20263316"}
-{"@id":"https://github.com/shimo4228/claude-skill-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/claude-skill-release-doi","extends":"https://doi.org/10.5281/zenodo.20263316"}
+{"@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/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/wikidata-federation","@type":["EcosystemRepo","SoftwareSourceCode"],"name":"wikidata-federation","description":"Component skill of the Authorship Strategy line. Extends the identifier-federation triplet to Wikidata — registers researchers, papers, and DOI-registered repos as QIDs cross-linked with ORCID, DOI, and graph.jsonld sameAs.","url":"https://github.com/shimo4228/wikidata-federation","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"}
 {"@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":"https://github.com/shimo4228","url":"https://shimo4228.github.io/shimo4228/traffic/dashboard/","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)."}