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@@ -127,7 +127,7 @@
         {"@value": "Curate", "@language": "en"},
         {"@value": "Curate（選別）", "@language": "ja"}
       ],
-      "description": "Third of six AKC phases. Audit accumulated skills and rules for staleness, conflicts, and redundancy. Currently scaffolded by two layers (a snapshot, mutable; ADR-0019): skill-health (structural / code — a missing-artifact, dangling-reference scan) clears structural debt before skill-stocktake (semantic / judgment) audits quality — enumerate-then-decide.",
+      "description": "Third of six AKC phases. Audit accumulated skills and rules for staleness, conflicts, and redundancy. Currently scaffolded by three scaffolds (a snapshot, mutable; ADR-0019): skill-health (structural / code — a missing-artifact, dangling-reference scan) clears structural debt before the semantic / judgment layers audit quality — skill-stocktake for skills, rules-stocktake for always-loaded rules (residency cost, staleness, substrate absorption) — enumerate-then-decide.",
       "ordinal": 3
     },
     {
@@ -459,56 +459,65 @@
     },
 
     {
-      "@id": "https://github.com/shimo4228/claude-skill-search-first",
+      "@id": "https://github.com/shimo4228/search-first",
       "@type": ["EcosystemRepo", "SoftwareSourceCode"],
       "name": "search-first",
       "description": "AKC Research-phase skill (1 of 6). Search existing solutions before building.",
-      "url": "https://github.com/shimo4228/claude-skill-search-first",
+      "url": "https://github.com/shimo4228/search-first",
       "extends": "https://doi.org/10.5281/zenodo.19200726",
       "implements": "https://shimo4228.github.io/shimo4228/vocab#akc-phase/research"
     },
     {
-      "@id": "https://github.com/shimo4228/claude-skill-learn-eval",
+      "@id": "https://github.com/shimo4228/learn-eval",
       "@type": ["EcosystemRepo", "SoftwareSourceCode"],
       "name": "learn-eval",
       "description": "AKC Extract-phase skill (2 of 6). Extract reusable patterns with quality gates.",
-      "url": "https://github.com/shimo4228/claude-skill-learn-eval",
+      "url": "https://github.com/shimo4228/learn-eval",
       "extends": "https://doi.org/10.5281/zenodo.19200726",
       "implements": "https://shimo4228.github.io/shimo4228/vocab#akc-phase/extract"
     },
     {
-      "@id": "https://github.com/shimo4228/claude-skill-stocktake",
+      "@id": "https://github.com/shimo4228/skill-stocktake",
       "@type": ["EcosystemRepo", "SoftwareSourceCode"],
       "name": "skill-stocktake",
       "description": "AKC Curate-phase skill — semantic / judgment layer (ADR-0019). Audit skills for staleness, conflicts, redundancy (Keep / Improve / Retire / Merge), after skill-health clears structural debt.",
-      "url": "https://github.com/shimo4228/claude-skill-stocktake",
+      "url": "https://github.com/shimo4228/skill-stocktake",
       "extends": "https://doi.org/10.5281/zenodo.19200726",
       "implements": "https://shimo4228.github.io/shimo4228/vocab#akc-phase/curate"
     },
     {
-      "@id": "https://github.com/shimo4228/claude-skill-rules-distill",
+      "@id": "https://github.com/shimo4228/rules-stocktake",
+      "@type": ["EcosystemRepo", "SoftwareSourceCode"],
+      "name": "rules-stocktake",
+      "description": "AKC Curate-phase skill — semantic / judgment layer for always-loaded rules (ADR-0019). Audits rules for per-session residency cost, staleness, and substrate absorption (Keep / Improve / Update / Merge / Demote-to-skill / Dissolve / Retire); the Dissolve verdict executes Scaffold Dissolution's two vectors. The audit counterpart of rules-distill's Promote direction.",
+      "url": "https://github.com/shimo4228/rules-stocktake",
+      "extends": "https://doi.org/10.5281/zenodo.19200726",
+      "implements": "https://shimo4228.github.io/shimo4228/vocab#akc-phase/curate"
+    },
+    {
+      "@id": "https://github.com/shimo4228/rules-distill",
       "@type": ["EcosystemRepo", "SoftwareSourceCode"],
       "name": "rules-distill",
       "description": "AKC Promote-phase skill (4 of 6). Distill cross-cutting principles into rules.",
-      "url": "https://github.com/shimo4228/claude-skill-rules-distill",
+      "url": "https://github.com/shimo4228/rules-distill",
       "extends": "https://doi.org/10.5281/zenodo.19200726",
       "implements": "https://shimo4228.github.io/shimo4228/vocab#akc-phase/promote"
     },
     {
-      "@id": "https://github.com/shimo4228/claude-skill-comply",
+      "@id": "https://github.com/shimo4228/skill-comply",
       "@type": ["EcosystemRepo", "SoftwareSourceCode"],
       "name": "skill-comply",
       "description": "AKC Measure-phase skill (5 of 6). Test whether agents follow their skills and rules.",
-      "url": "https://github.com/shimo4228/claude-skill-comply",
+      "url": "https://github.com/shimo4228/skill-comply",
       "extends": "https://doi.org/10.5281/zenodo.19200726",
       "implements": "https://shimo4228.github.io/shimo4228/vocab#akc-phase/measure"
     },
     {
-      "@id": "https://github.com/shimo4228/claude-skill-context-sync",
+      "@id": "https://github.com/shimo4228/context-sync",
       "@type": ["EcosystemRepo", "SoftwareSourceCode"],
       "name": "context-sync",
       "description": "AKC Maintain-phase skill (6 of 6). Audit docs for role overlaps and stale content.",
-      "url": "https://github.com/shimo4228/claude-skill-context-sync",
+      "url": "https://github.com/shimo4228/context-sync",
       "extends": "https://doi.org/10.5281/zenodo.19200726",
       "implements": "https://shimo4228.github.io/shimo4228/vocab#akc-phase/maintain"
     },
@@ -639,11 +648,11 @@
       "derivesFrom": "https://doi.org/10.5281/zenodo.19212118"
     },
     {
-      "@id": "https://github.com/shimo4228/claude-skill-daily-research",
+      "@id": "https://github.com/shimo4228/daily-research",
       "@type": ["EcosystemRepo", "SoftwareSourceCode"],
       "name": "daily-research",
       "description": "Pre-AKC ancestor of the Research phase: the author's daily signal-first research pipeline, skillified in April 2026. Documented as implementation history in docs/inspiration.md.",
-      "url": "https://github.com/shimo4228/claude-skill-daily-research",
+      "url": "https://github.com/shimo4228/daily-research",
       "groundedIn": "https://github.com/shimo4228/agent-knowledge-cycle/blob/main/docs/inspiration.md"
     },
     {
@@ -656,7 +665,7 @@
 
     {
       "@id": "https://doi.org/10.5281/zenodo.20578272",
-      "sameAs": ["https://papers.ssrn.com/sol3/papers.cfm?abstract_id=6892740", "https://www.wikidata.org/wiki/Q140090144"],
+      "sameAs": ["https://papers.ssrn.com/sol3/papers.cfm?abstract_id=6892740", "https://www.wikidata.org/wiki/Q140090144", "https://airaxiv.com/papers/view/2607.0008/", "https://aixiv.science/abs/aixiv.260702.000009"],
       "@type": "ScholarlyArticle",
       "name": "Harness Alignment and Harness Drift: Why Intent, Unlike Correctness, Resists Automation",
       "author": {"@id": "https://orcid.org/0009-0002-6168-4162"},