A DOI-targeted Q&A corpus encoding the documented judgment of the shimo4228 research program (AKC, Contemplative Agent, AAP, Authorship Strategy) as bilingual (EN+JA) training data. Operational form of Authorship Strategy Layer 4 tactic 7 (LLM-first ingest).

Authorship Strategy: A Normative Framework and Tactical Catalog for AI-Era Authenticity Inversion, with Empirical Grounding from a Five-Line Research Ecosystem

The Authorship Strategy framework as a single always-loaded behavioral rule — the deterministic counterpart to the authorship-strategy-skill. Part of the shimo4228 research ecosystem.

Claude Code skill: operational form of the authorship-strategy four-layer judgment framework (three-axis inversion, four-layer stack, prohibited and encouraged actions, 11-item judgment checklist). Loadable into LLM-based coding agents as a rule set.

Claude Code Agent Skill bundle for writing & reviewing academic papers (SSRN / arXiv / Zenodo / journals). Bundles an orchestrator skill, a draft skill, and 5 reviewer subagents — first repo to package skills + agents together via install.sh.

Solo AI-agent maker, no lab, no affiliation. Hub for five citable practice lines: AI agent design, AI-mediated authorship, computational phenomenology. One line, Contemplative Agent, runs on a local LLM on an M1 Mac. Through-line: value-layer harness engineering (value norms in the agent harness, governed by one human-gated cycle).

Claude Code skill: writes & improves human-facing READMEs — the single canonical entrance for humans, search, and AI Overviews. Human-surface counterpart to llms-txt-writer. Deterministic structural lint + never-scored holistic LLM review (AKC ADR-0008 Code-LLM Layering).