{ "schema": "kbatch-rubik-stair-next-v1", "generated": "2026-07-28T01:50:59Z", "claim": "Classic 13-cube stair + Core-125 densified ready expansion · soft hop · no 7k DOM freeze", "doctrine": { "cost": "Pure C[88×88] langTransferCost — DOJO-true; no SO/phon tilde_c on this stair", "honor": "nav/oj/chr educational seeds only; community gate for bulk", "readyFirst": "Phase A latin cluster before script portals", "parallelTracks": [ "unsolved manuscripts MG batch", "Declaration Letter-Grid", "Colossus EN growth" ], "core125": "Densified cores = ready-expanded; soft hop costs; UI virtualizes", "noFreeze": "Never mount 7168 cube nets; chunked solve + ≤24 DOM cards" }, "sourceTour": { "pack": "/data/declaration/rubik-all-language-path.json", "visitOrderStr": "en → is → de → fr → it → es → nav → oj → ar → hi → el → zh → chr", "directHopSumC": 83.5, "mstLowerBound": 76, "readyFromEn": 121.6, "familyCover": 286.6, "core125SumC": 442.9, "readyExpandedN": 125, "core125OrderHead": [ "en", "is", 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"conceptFill": { "conceptsWithForm": 178, "totalConcepts": 178, "pct": 100.0, "formTokens": 202 } }, { "n": 2, "lang": "is", "label": "Icelandic", "pathId": "norse-en", "cube": "norse-en", "script": "Latin", "family": "Germanic", "layout": "qwerty", "status": "placeholder", "role": "placeholder-pack", "costFromPrev": 3.5, "cumulativeCost": 3.5, "wordPackTotal": 256264, "samplePhrases": [ "halló heimur", "ís land", "norræna edda", "völuspá" ], "dictionary": { "pathUrl": "/?lang=is&q=halló", "shadowUrl": "/shadow.html?q=halló+heimur", "wordsPath": "/data/words/is/", "wordIndex": "/data/words/is/word-index.json" }, "nextCuts": [ "Promote C status placeholder→ready if pack quality OK", "Norse cube norse-en path samples", "Link Codex Regius living-books", "Stair concept fill 100.0% — use mode=stair solve for instant multi-lang" ], "hooks": [ "/data/living-books/visual-projects.json#codex-regius-gks2365", "https://fornevercollective.github.io/codex-regius-digital/" ], "doctrine": "Placeholder catalog status · pack may still exist on disk", "conceptFill": { "conceptsWithForm": 178, "totalConcepts": 178, "pct": 100.0, "formTokens": 178 } }, { "n": 3, "lang": "de", "label": "German", "pathId": "latin-de-contact", "cube": "latin-de-contact", "script": "Latin", "family": "Germanic", "layout": "qwertz", "status": "ready", "role": "latin-cluster", "costFromPrev": 2.2, "cumulativeCost": 5.7, "wordPackTotal": 1157685, "samplePhrases": [ "leben freiheit glück", "deutsch sprache", "pfad geometrie" ], "dictionary": { "pathUrl": "/?lang=de&q=leben", "shadowUrl": "/shadow.html?q=leben+freiheit+glück", "wordsPath": "/data/words/de/", "wordIndex": "/data/words/de/word-index.json" }, "nextCuts": [ "Qwertz layout rank via JAX bank", "Latin-de-contact cube Focus practice", "Stair concept fill 100.0% — use mode=stair solve for instant multi-lang" ], "hooks": [], "doctrine": "Ready pack · full geometry", "conceptFill": { "conceptsWithForm": 178, "totalConcepts": 178, "pct": 100.0, "formTokens": 197 } }, { "n": 4, "lang": "fr", "label": "French", "pathId": "latin-romance-fr", "cube": "latin-romance-fr", "script": "Latin", "family": "Romance", "layout": "azerty", "status": "ready", "role": "latin-cluster", "costFromPrev": 3, "cumulativeCost": 8.7, "wordPackTotal": 834758, "samplePhrases": [ "vie liberté bonheur", "français chemin", "déclaration" ], "dictionary": { "pathUrl": "/?lang=fr&q=vie", "shadowUrl": "/shadow.html?q=vie+liberté+bonheur", "wordsPath": "/data/words/fr/", "wordIndex": "/data/words/fr/word-index.json" }, "nextCuts": [ "Azerty layout rank", "Declaration multilingual FR lines when verified", "Stair concept fill 100.0% — use mode=stair solve for instant multi-lang" ], "hooks": [], "doctrine": "Ready pack · full geometry", "conceptFill": { "conceptsWithForm": 178, "totalConcepts": 178, "pct": 100.0, "formTokens": 197 } }, { "n": 5, "lang": "it", "label": "Italian", "pathId": "latin-romance-it", "cube": "latin-romance-it", "script": "Latin", "family": "Romance", "layout": "qwerty", "status": "ready", "role": "latin-cluster", "costFromPrev": 2.2, "cumulativeCost": 10.9, "wordPackTotal": 798015, "samplePhrases": [ "vita libertà felicità", "italiano percorso", "dichiarazione" ], "dictionary": { "pathUrl": "/?lang=it&q=vita", "shadowUrl": "/shadow.html?q=vita+libertà+felicità", "wordsPath": "/data/words/it/", "wordIndex": "/data/words/it/word-index.json" }, "nextCuts": [ "Romance cluster path drills", "Latin→Italian stepping", "Stair concept fill 100.0% — use mode=stair solve for instant multi-lang" ], "hooks": [], "doctrine": "Ready pack · full geometry", "conceptFill": { "conceptsWithForm": 178, "totalConcepts": 178, "pct": 100.0, "formTokens": 186 } }, { "n": 6, "lang": "es", "label": "Spanish", "pathId": "latin-romance-es", "cube": "latin-romance-es", "script": "Latin", "family": "Romance", "layout": "qwerty", "status": "ready", "role": "latin-cluster", "costFromPrev": 1, "cumulativeCost": 11.9, "wordPackTotal": 1202518, 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"wordsPath": "/data/words/nav/", "wordIndex": "/data/words/nav/word-index.json" }, "nextCuts": [ "Honor opt-in only", "Educational seed geometry", "No bulk scrape — community gate", "Honor educational: 53/178 concepts have forms — expand seeds carefully", "Stair concept fill 84.8% — use mode=stair solve for instant multi-lang" ], "hooks": [ "/data/lexicons/first-nations-seeds.json" ], "doctrine": "Honor educational seed only · geometry practice · community gate for bulk", "conceptFill": { "conceptsWithForm": 151, "totalConcepts": 178, "pct": 84.8, "formTokens": 154 } }, { "n": 8, "lang": "oj", "label": "Ojibwe", "pathId": "algic-anishinaabe", "cube": "algic-anishinaabe", "script": "Latin", "family": "Algic", "layout": "qwerty", "status": "honor", "role": "honor-opt-in", "costFromPrev": 7.8, "cumulativeCost": 28.9, "wordPackTotal": 70, "samplePhrases": [ "boozhoo", "miigwech", "gichigami", "anishinaabe" ], "dictionary": { "pathUrl": "/?lang=oj&q=boozhoo", "shadowUrl": "/shadow.html?q=boozhoo", "wordsPath": "/data/words/oj/", "wordIndex": "/data/words/oj/word-index.json" }, "nextCuts": [ "Honor opt-in only", "Double-vowel orthography path", "Community gate for bulk", "Stair concept fill 91.0% — use mode=stair solve for instant multi-lang" ], "hooks": [ "/data/lexicons/first-nations-seeds.json" ], "doctrine": "Honor educational seed only · geometry practice · community gate for bulk", "conceptFill": { "conceptsWithForm": 162, "totalConcepts": 178, "pct": 91.0, "formTokens": 164 } }, { "n": 9, "lang": "ar", "label": "Arabic", "pathId": "arabic-loans", "cube": "arabic-loans", "script": "Arabic", "family": "Semitic", "layout": "arabic", "status": "ready", "role": "script-portal", "costFromPrev": 10.7, "cumulativeCost": 39.6, "wordPackTotal": 2505456, "samplePhrases": [ "سلام كتاب نور", "لغة عربية", "مسار" ], "dictionary": { "pathUrl": "/?lang=ar&q=سلام", "shadowUrl": "/shadow.html?q=سلام+كتاب+نور", "wordsPath": "/data/words/ar/", "wordIndex": "/data/words/ar/word-index.json" }, "nextCuts": [ "RTL board path practice", "Script portal cost dominates", "Arabic layout kit museum", "Stair concept fill 100.0% — use mode=stair solve for instant multi-lang" ], "hooks": [ "/data/museum-resource/index.json" ], "doctrine": "Ready pack · full geometry", "conceptFill": { "conceptsWithForm": 178, "totalConcepts": 178, "pct": 100.0, "formTokens": 180 } }, { "n": 10, "lang": "hi", "label": "Hindi", "pathId": "sanskrit-ia", "cube": "sanskrit-ia", "script": "Devanagari", "family": "Indo-Aryan", "layout": "hindi", "status": "ready", "role": "script-portal", "costFromPrev": 10.7, "cumulativeCost": 50.3, "wordPackTotal": 20960, "samplePhrases": [ "नमस्ते भारत", "हिन्दी भाषा", "मार्ग" ], "dictionary": { "pathUrl": "/?lang=hi&q=नमस्ते", "shadowUrl": "/shadow.html?q=नमस्ते+भारत", "wordsPath": "/data/words/hi/", "wordIndex": "/data/words/hi/word-index.json" }, "nextCuts": [ "Devanagari path", "Sanskrit-ia cube", "Hindi layout", "Stair concept fill 100.0% — use mode=stair solve for instant multi-lang" ], "hooks": [ "/data/antiquity/discovery-projects.json" ], "doctrine": "Ready pack · full geometry", "conceptFill": { "conceptsWithForm": 178, "totalConcepts": 178, "pct": 100.0, "formTokens": 183 } }, { "n": 11, "lang": "el", "label": "Greek", "pathId": "greek-learned", "cube": "greek-learned", "script": "Greek", "family": "Hellenic", "layout": "greek", "status": "ready", "role": "script-portal", "costFromPrev": 9.3, "cumulativeCost": 59.6, "wordPackTotal": 1487911, "samplePhrases": [ "ελληνική γλώσσα", "ελευθερία", "μονοπάτι" ], "dictionary": { "pathUrl": "/?lang=el&q=ελληνική", "shadowUrl": "/shadow.html?q=ελληνική+γλώσσα", "wordsPath": "/data/words/el/", "wordIndex": "/data/words/el/word-index.json" }, "nextCuts": [ "Greek layout", "Classical grc sibling optional", "Rosetta / Hellenic cube", "Stair concept fill 100.0% — use mode=stair solve for instant multi-lang" ], "hooks": [ "/labs/rosetta.html", "/data/living-books/unsolved-manuscripts.json#ms-linear-b" ], "doctrine": "Ready pack · full geometry", "conceptFill": { "conceptsWithForm": 178, "totalConcepts": 178, "pct": 100.0, "formTokens": 179 } }, { "n": 12, "lang": "zh", "label": "Chinese", "pathId": "sinitic", "cube": "sinitic", "script": "Han", "family": "Sinitic", "layout": "qwerty", "status": "ready", "role": "script-portal", "costFromPrev": 10.7, "cumulativeCost": 70.3, "wordPackTotal": 766611, "samplePhrases": [ "中文 路径", "汉字 几何", "声明" ], "dictionary": { "pathUrl": "/?lang=zh&q=中文", "shadowUrl": "/shadow.html?q=中文+路径", "wordsPath": "/data/words/zh/", "wordIndex": "/data/words/zh/word-index.json" }, "nextCuts": [ "Han buckets geometry", "Sinitic cube", "High-byte pack browse", "Stair concept fill 100.0% — use mode=stair solve for instant multi-lang" ], "hooks": [ "/data/museum-resource/index.json" ], "doctrine": "Ready pack · full geometry", "conceptFill": { "conceptsWithForm": 178, "totalConcepts": 178, "pct": 100.0, "formTokens": 195 } }, { "n": 13, "lang": "chr", "label": "Cherokee", "pathId": "iroquoian-tsalagi", "cube": "iroquoian-tsalagi", "script": "Cherokee", "family": "Iroquoian", "layout": "qwerty", "status": "honor", "role": "honor-opt-in", "costFromPrev": 13.2, "cumulativeCost": 83.5, "wordPackTotal": 60, "samplePhrases": [ "tsalagi", "osiyo", "wado", "nvda" ], "dictionary": { "pathUrl": "/?lang=chr&q=tsalagi", "shadowUrl": "/shadow.html?q=tsalagi", "wordsPath": "/data/words/chr/", "wordIndex": "/data/words/chr/word-index.json" }, "nextCuts": [ "Cherokee script path", "Honor seed only", "Iroquoian cube Focus", "Honor educational: 75/178 concepts have forms — expand seeds carefully", "Stair concept fill 84.8% — use mode=stair solve for instant multi-lang" ], "hooks": [ "/data/lexicons/first-nations-seeds.json" ], "doctrine": "Honor educational seed only · geometry practice · community gate for bulk", "conceptFill": { "conceptsWithForm": 151, "totalConcepts": 178, "pct": 84.8, "formTokens": 151 } } ], "phases": [ { "id": "phase-A-latin-cluster", "title": "Latin ready cluster (cheap hops)", "langs": [ "en", "is", "de", "fr", "it", "es" ], "sumC": 11.9, "actions": [ "Focus each Romance/Germanic cube in Shadow Rubik", "Path sample phrases on QWERTY / AZERTY / QWERTZ", "Declaration multilingual lines for FR/ES when verified", "Codex Regius deep-zoom for is / norse-en" ] }, { "id": "phase-B-honor-opt-in", "title": "Honor stand-ins (high statusBias · educational only)", "langs": [ "nav", "oj", "chr" ], "sumC": 30.2, "actions": [ "Opt-in honor path only — never auto-include in full world tour UI", "Practice geometry on FN seed orthographies (nav 70 · oj 70 · chr 60)", "Accreditation: acc_fn_seed_path · community gate skills", "Do not bulk-scrape living languages" ] }, { "id": "phase-C-script-portals", "title": "Script portals (cost dominates bill)", "langs": [ "ar", "hi", "el", "zh" ], "sumC": 41.4, "actions": [ "Museum kits for Arabic / CJK / Greek / Hindi layouts", "JAX layout rank on non-QWERTY boards", "Rosetta lab for trilingual calibration (el sibling)", "Antiquity mesh: Maya/Xultun is separate culture track — do not force into this tour" ] }, { "id": "phase-D-dictionary-depth", "title": "Dictionary depth along stair", "langs": [ "en", "is", "de", "fr", "it", "es", "nav", "oj", "ar", "hi", "el", "zh", "chr" ], "actions": [ "Research packs for tour sample headwords", "Living-books unsolved MSS batch (MG) parallel track", "Promote is placeholder→ready after pack audit", "Colossus gap 307k spellings — separate EN growth track", "Optional agent tilde_c experiments offline only — never DOJO default" ] }, { "id": "phase-E-agent-mg", "title": "Agent + Memory Glass iteration", "actions": [ "MCP kbatch_lettergrid_rubik includes tour+stair", "MG batch: path each samplePhrase along stair order", "exportStoryBeats after each phase", "Cage any 'full universal decoder' claims", "Soft-nav DOJO world-path panel for readyFromEn 121.6" ] }, { "id": "phase-F-core125-latin", "title": "Core-125 Latin/cheap cluster", "langs": [ "en", "is", "de", "fr", "it", "es", "nav", "oj", "nl", "sv", "pt", "ro", "la", "pl", "sw", "tr", "vi", "zu", "xh", "ny", "rw", "rn", "sn", "st", "id", "mi", "ms", "sm", "tl", "ty", "fil", "jv", "su", "mg", "fi", "et", "hu", "se", "af", "yi" ], "actions": [ "setRubikMode core125", "≤24 cubes virtualized", "tensor iterate FORM" ] }, { "id": "phase-F-core125-script-portals", "title": "Core-125 script portals", "langs": [ "ar", "hi", "el", "zh", "chr", "ko", "he", "sa", "ru", "ja", "th", "lo", "kk", "uk", "bg", "sr", "fa", "ps", "ur", "bn", "gu", "pa", "ta", "te", "hy", "ka", "bo", "my", "km", "am", "ne", "mr" ], "actions": [ "soft hops layout+script", "FORM multipath accuracy" ] }, { "id": "phase-G-eth-walk-chunked", "title": "Ethnologue 7k chunked solve (no freeze)", "actions": [ "ethWalkSolve pool=all chunked", "window 32 max DOM", "accuracy % + tensor" ] } ], "metrics": { "steps": 13, "totalWordFormsOnStair": 25622669, "honorSteps": 3, "readySteps": 9, "placeholderSteps": 1 }, "agent": { "load": "fetch(\"/data/world-path/rubik-stair-next.json\")", "rubik": "await kbatchDict.mcp(\"kbatch_lettergrid_rubik\")", "worldReady": "await kbatchDict.mcp(\"kbatch_world_path\", { from: \"en\", mode: \"ready\" })", "pathPhrase": "await kbatchDict.mcp(\"kbatch_analyze_lite\", { text: phrase, layout })", "mg": "Walk phases A→E · path samplePhrases · exportStoryBeats per phase" }, "urls": { "tour": "/data/declaration/rubik-all-language-path.json", "costMatrix": "/data/world-path/cost-matrix.json", "rubikBind": "/data/declaration/letter-grid-rubik.json", "fnSeeds": "/data/lexicons/first-nations-seeds.json", "doc": "/docs/RUBIK-STAIR-NEXT.md", "tourDoc": "/docs/RUBIK-ALL-LANGUAGE-PATH.md", "dojo": "/dojo/" }, "conceptStairInstant": "/data/concepts/stair-instant.json", "core125": { "n": 125, "sumC": 442.9, "order": [ "en", "is", "de", "fr", "it", "es", "nav", "oj", "ar", "hi", "el", "zh", "chr", "nl", "sv", 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"L0-L7 accuracy", "UI ≤24 cubes" ] }, { "n": 2, "lang": "is", "label": "Icelandic", "layout": "qwerty", "script": "Latin", "family": "germanic", "status": "densified-core", "role": "core-hop", "costFromPrev": 3.5, "cumulativeCost": 3.5, "formCoveragePct": 81.63, "samplePhrases": [ "hello water world", "peace", "mother" ], "nextCuts": [ "ethWalkSolve pool=core", "L0-L7 accuracy", "UI ≤24 cubes" ] }, { "n": 3, "lang": "de", "label": "German", "layout": "qwertz", "script": "Latin", "family": "germanic", "status": "densified-core", "role": "core-hop", "costFromPrev": 2.2, "cumulativeCost": 5.7, "formCoveragePct": 100.0, "samplePhrases": [ "hello water world", "peace", "mother" ], "nextCuts": [ "ethWalkSolve pool=core", "L0-L7 accuracy", "UI ≤24 cubes" ] }, { "n": 4, "lang": "fr", "label": "French", "layout": "azerty", "script": "Latin", "family": "romance", "status": "densified-core", "role": "core-hop", "costFromPrev": 3.0, "cumulativeCost": 8.7, "formCoveragePct": 86.82, "samplePhrases": [ "hello water world", "peace", "mother" ], "nextCuts": [ "ethWalkSolve pool=core", "L0-L7 accuracy", "UI ≤24 cubes" ] }, { "n": 5, "lang": "it", "label": "Italian", "layout": "qwerty", "script": "Latin", "family": "romance", "status": "densified-core", "role": "core-hop", "costFromPrev": 2.2, "cumulativeCost": 10.9, "formCoveragePct": 86.82, "samplePhrases": [ "hello water world", "peace", "mother" ], "nextCuts": [ "ethWalkSolve pool=core", "L0-L7 accuracy", "UI ≤24 cubes" ] }, { "n": 6, "lang": "es", "label": "Spanish", "layout": "qwerty", "script": "Latin", "family": "romance", "status": "densified-core", "role": "core-hop", "costFromPrev": 1.0, "cumulativeCost": 11.9, "formCoveragePct": 86.82, "samplePhrases": [ "hello water world", "peace", "mother" ], "nextCuts": [ "ethWalkSolve pool=core", "L0-L7 accuracy", "UI ≤24 cubes" ] }, { "n": 7, "lang": "nav", "label": "Navajo", "layout": "qwerty", "script": "Latin", "family": "nadene", "status": "core-partial", "role": "core-hop", 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