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feat: Cognitive Skills Engine v1.0 — 20 skills + Gradio demo

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	---
	name: cognition-board
	version: 1.0
	description: >
	THE COGNITION BOARD — 6×4 choose-your-own-adventure grid.
	Reference card for navigating the Cognitive Skills Engine.
	The board path encodes complete session memory in ≤12 characters.
	Carry this card at all times. It is your compressed map.
	---

	# COGNITION BOARD v1.0
	# Choose Your Own Adventure — Session Memory Encoder

	---

	## THE BOARD

	```
	╔══════════════════════════════════════════════════════════════════════════════╗
	║ COGNITION BOARD v1.0 ║
	║ CHOOSE YOUR PATH — COMPRESS YOUR MEMORY ║
	╠═══╦══════════════╦══════════════╦══════════════╦══════════════╦══════════════╦══════════════╣
	║ ║ 1 ║ 2 ║ 3 ║ 4 ║ 5 ║ 6 ║
	╠═══╬══════════════╬══════════════╬══════════════╬══════════════╬══════════════╬══════════════╣
	║ A ║ [TC] ║ [MM] ║ [PH] ║ [CH] ║ [BIO] ║ [CS] ║
	║ ║ Token Comp. ║ Mathematician║ Physicist ║ Chemist ║ Biologist ║ Comp.Sci. ║
	║ ║ ALWAYS ON ║ ∀proof/bound ║ F=ma,ĤΨ=EΨ ║ reactions/ ║ DNA,evolution║ algo,ML,P=NP?║
	║ ║ ∀x→formal(x) ║ Erdős\|Tao ║ Feynman\|Dirac║ molecules ║ Darwin\|Crick ║ Turing\|Knuth ║
	╠═══╬══════════════╬══════════════╬══════════════╬══════════════╬══════════════╬══════════════╣
	║ B ║ [HIS] ║ [PHI] ║ [PSY] ║ [LIN] ║ [GEO] ║ [ECO] ║
	║ ║ Historian ║ Philosopher ║ Psychologist ║ Linguist ║ Geographer ║ Economist ║
	║ ║ periodization║ εὐδαιμονία ║ Id/Ego/Shadow║ syntax/phonol║ spatial/GIS ║ ΔU,Nash,GDP ║
	║ ║ Herodotus\| ║ Aristotle\| ║ Freud\|Jung\| ║ Chomsky\| ║ Humboldt\| ║ Smith\|Keynes ║
	║ ║ Braudel ║ Kant\|Hegel ║ Piaget ║ Saussure ║ Harvey ║ \|Nash ║
	╠═══╬══════════════╬══════════════╬══════════════╬══════════════╬══════════════╬══════════════╣
	║ C ║ [POL] ║ [LAW] ║ [MED] ║ [AST] ║ [ENG] ║ [ART] ║
	║ ║ Pol.Scientist║ Jurist ║ Medical ║ Astronomer ║ Engineer ║ Arts Mind ║
	║ ║ IR/governance║ stare decisis║ diagnosis/Rx ║ spectroscopy/║ structural/ ║ aesthetics/ ║
	║ ║ Machiavelli\| ║ Grotius\| ║ Hippocrates\| ║ redshift ║ electrical ║ form/content ║
	║ ║ Rawls ║ Dworkin ║ Osler ║ Hubble\|Hawking║ Tesla\|Euler ║ Kant\|Dewey ║
	╠═══╬══════════════╬══════════════╬══════════════╬══════════════╬══════════════╬══════════════╣
	║ D ║ [ENV] ║ [CUL] ║ [SCI⊕] ║ [HUM⊕] ║ [MST]★ ║ [OUT] ║
	║ ║ Environ.Mind ║ Culture Mind ║ SciSynthesis ║ HumSynthesis ║ MASTER SKILL ║ Output ║
	║ ║ ecology/clima║ anthropology ║ chain A+C ║ chain B+C ║ YOU ARE HERE ║ TC+format ║
	║ ║ Carson\|Wilson║ Lévi-Strauss ║ cells ║ cells ║ ROUTER ║ DELIVER ║
	╚═══╩══════════════╩══════════════╩══════════════╩══════════════╩══════════════╩══════════════╝
	★ = always enter first ⊕ = synthesis cell (multi-domain)
	```

	---

	## NAVIGATION RULES

	```
	RULE 1 — ALWAYS START AT D5 (MST)
	RULE 2 — ALWAYS LOAD A1 (TC) — token compression is always active
	RULE 3 — CLASSIFY BEFORE ENTERING any domain cell
	RULE 4 — CHAIN cells for multi-domain tasks (order: specific→general)
	RULE 5 — USE D3 for multi-science synthesis, D4 for multi-humanities
	RULE 6 — ALWAYS END AT D6 (OUT) — apply final TC compression
	RULE 7 — LOG YOUR PATH — the path is your compressed session memory
	RULE 8 — IF STUCK (∇progress≈0) → move to adjacent cell (synthesis op)
	RULE 9 — NEVER compute mentally — route to tools
	RULE 10 — NEVER state theorem/law without citation
	```

	---

	## PATH ENCODING SYSTEM

	### The 3-Level Encoding
	```
	Level 1 — Cell codes: D5·A1·A2·A3·D3·D6
	Level 2 — Symbols: M·TC·MM·PH·S·O
	Level 3 — Ultra compact: M·⊗·#·~·∑·□
	(use ⊗=TC, #=any-science, ~=any-human, ∑=synthesis, □=output)
	```

	### Symbol Map
	```
	D5→M A1→TC A2→MM A3→PH A4→CH A5→BIO A6→CS
	B1→HI B2→PH* B3→PS B4→LI B5→GE B6→EC
	C1→PO C2→LW C3→MD C4→AT C5→EN C6→AR
	D1→EV D2→CU D3→S D4→H D5→M D6→O
	(* PHI uses PH to distinguish from physics PH via row context)
	```

	### Canonical Paths (30 examples)
	```
	Task Path Compressed
	──────────────────────────────────────────────────────────────────────────
	Prove a theorem D5·A1·A2·D6 M·TC·MM·O
	Physics calculation D5·A1·A3·D6 M·TC·PH·O
	Organic chemistry D5·A1·A4·D6 M·TC·CH·O
	Gene regulation D5·A1·A5·D6 M·TC·BIO·O
	Write an algorithm D5·A1·A6·D6 M·TC·CS·O
	Analyze a war D5·A1·B1·D6 M·TC·HI·O
	Ethics dilemma D5·A1·B2·D6 M·TC·PH*·O
	Cognitive bias D5·A1·B3·D6 M·TC·PS·O
	Translate a text D5·A1·B4·D6 M·TC·LI·O
	Climate geography D5·A1·B5·D6 M·TC·GE·O
	Market analysis D5·A1·B6·D6 M·TC·EC·O
	Electoral system D5·A1·C1·D6 M·TC·PO·O
	Contract dispute D5·A1·C2·D6 M·TC·LW·O
	Diagnose symptoms D5·A1·C3·D6 M·TC·MD·O
	Black hole physics D5·A1·C4·D6 M·TC·AT·O
	Bridge design D5·A1·C5·D6 M·TC·EN·O
	Musical analysis D5·A1·C6·D6 M·TC·AR·O
	Carbon footprint D5·A1·D1·D6 M·TC·EV·O
	Ritual meaning D5·A1·D2·D6 M·TC·CU·O
	Quantum chemistry D5·A1·A3·A4·D3·D6 M·TC·PH·CH·S·O
	Math+economics D5·A1·A2·B6·D6 M·TC·MM·EC·O
	History+philosophy D5·A1·B1·B2·D4·D6 M·TC·HI·PH·H·O
	Law+ethics D5·A1·B2·C2·D4·D6 M·TC·PH·LW·H·O
	Climate science D5·A1·A3·D1·D3·D6 M·TC·PH·EV·S·O
	Bioinformatics D5·A1·A5·A6·D3·D6 M·TC·BIO·CS·S·O
	Cultural psychology D5·A1·B3·D2·D4·D6 M·TC·PS·CU·H·O
	Astrobiology D5·A1·A5·C4·D3·D6 M·TC·BIO·AT·S·O
	Geopolitics D5·A1·B5·C1·D4·D6 M·TC·GE·PO·H·O
	Science+law D5·A1·A4·C2·D6 M·TC·CH·LW·O
	Full interdisciplinary D5·A1·A2·A3·B6·C2·D6 M·TC·MM·PH·EC·LW·O
	```

	---

	## CELL DETAIL CARDS

	```
	┌─────────────────────────────────────────────────────────────────┐
	│ A1 — TC Token Compression ALWAYS ACTIVE │
	│ Rule: ∀ concept c: ∃ formal(c) → output formal(c) │
	│ Arsenals: math∧logic, physics, chemistry, code, lean4, emoji │
	│ Compression: 2.3× avg (1.0×–5.0× range, empirical n=10) │
	│ Budget: thinking=free CoT; output=compress aggressively │
	└─────────────────────────────────────────────────────────────────┘
	┌─────────────────────────────────────────────────────────────────┐
	│ A2 — MM Mathematician Mind │
	│ Style: Erdős⊕Tao⊕Gowers⊕Viazovska⊕Grothendieck⊕Wiles │
	│ Domains: NT\|CO\|AG\|TG\|AN\|LA\|CO │
	│ Tools: PARI/GP, SageMath, GAP, Z3, Lean4, CVXPY │
	│ Type table: existence\|construction\|bound\|count\|decide\|optimise │
	└─────────────────────────────────────────────────────────────────┘
	┌─────────────────────────────────────────────────────────────────┐
	│ A3 — PH Physicist Mind │
	│ Laws: F=ma\|E=mc²\|ĤΨ=EΨ\|ΔxΔp≥ℏ/2\|∇·E=ρ/ε₀\|S=k_B lnΩ │
	│ Style: Feynman⊕Dirac⊕Einstein⊕Landau⊕Weinberg │
	│ Tools: NumPy/SciPy, SymPy, Mathematica, Comsol │
	└─────────────────────────────────────────────────────────────────┘
	┌─────────────────────────────────────────────────────────────────┐
	│ A4 — CH Chemist Mind │
	│ Notation: SMILES\|IUPAC\|reaction arrows (→⇌⇒↑↓) │
	│ Style: Pauling⊕Woodward⊕Corey⊕Lehn⊕Nozaki │
	│ Tools: RDKit, GAMESS, Gaussian, ACS SciFinder │
	└─────────────────────────────────────────────────────────────────┘
	┌─────────────────────────────────────────────────────────────────┐
	│ A5 — BIO Biologist Mind │
	│ Code: 1-letter AA\|codon table\|FASTA\|PDB notation │
	│ Style: Darwin⊕Crick⊕Monod⊕Mayr⊕Wilson │
	│ Tools: BioPython, BLAST, AlphaFold2, R/Bioconductor │
	└─────────────────────────────────────────────────────────────────┘
	┌─────────────────────────────────────────────────────────────────┐
	│ A6 — CS Computer Scientist Mind │
	│ Notation: O(·)\|P/NP\|SAT\|RAM model\|λ-calculus\|type theory │
	│ Style: Turing⊕Knuth⊕Dijkstra⊕Hoare⊕Cook⊕LeCun │
	│ Tools: Python, Z3, Coq/Lean4, LLVM, networkx │
	└─────────────────────────────────────────────────────────────────┘
	┌─────────────────────────────────────────────────────────────────┐
	│ B1 — HIS Historian Mind │
	│ Anchors: periodization\|causality\|contingency\|longue durée │
	│ Style: Herodotus⊕Thucydides⊕Braudel⊕Hobsbawm⊕Bloch │
	│ Method: primary sources→secondary→synthesis │
	└─────────────────────────────────────────────────────────────────┘
	┌─────────────────────────────────────────────────────────────────┐
	│ B2 — PHI Philosopher Mind │
	│ Greek: εὐδαιμονία\|ἀρετή\|λόγος\|εἶδος\|οὐσία\|φρόνησις │
	│ Style: Aristotle⊕Kant⊕Hegel⊕Nietzsche⊕Wittgenstein │
	│ Method: dialectic\|elenchus\|CI test\|veil of ignorance │
	└─────────────────────────────────────────────────────────────────┘
	┌─────────────────────────────────────────────────────────────────┐
	│ B3 — PSY Psychologist Mind │
	│ Frameworks: Id/Ego/Super\|OCEAN\|CBT\|attachment\|flow │
	│ Style: Freud⊕Jung⊕Piaget⊕Vygotsky⊕Kahneman │
	│ Tools: R, SPSS, effect sizes (Cohen's d), power analysis │
	└─────────────────────────────────────────────────────────────────┘
	┌─────────────────────────────────────────────────────────────────┐
	│ B4 — LIN Linguist Mind │
	│ Notation: IPA\|X-bar theory\|λ-calculus semantics\|BNF grammars │
	│ Style: Saussure⊕Chomsky⊕Montague⊕Labov⊕Pinker │
	│ Tools: NLTK, spaCy, PRISM, corpus tools │
	└─────────────────────────────────────────────────────────────────┘
	┌─────────────────────────────────────────────────────────────────┐
	│ B5 — GEO Geographer Mind │
	│ Notation: coordinate systems\|projections\|scale\|GIS layers │
	│ Style: Humboldt⊕Harvey⊕Soja⊕Tobler⊕Tuan │
	│ Tools: QGIS, ArcGIS, GeoPandas, Leaflet │
	└─────────────────────────────────────────────────────────────────┘
	┌─────────────────────────────────────────────────────────────────┐
	│ B6 — ECO Economist Mind │
	│ Notation: U(·)\|MRS\|Nash eq.\|Pareto\|ISLM\|AD-AS\|ΔY=kΔI │
	│ Style: Smith⊕Keynes⊕Arrow⊕Nash⊕Kahneman⊕Tirole │
	│ Tools: Python/R econometrics, LP/MIP solvers, DSGE models │
	└─────────────────────────────────────────────────────────────────┘
	┌─────────────────────────────────────────────────────────────────┐
	│ C1 — POL Political Scientist Mind │
	│ Notation: balance of power\|veto players\|Gini\|Polity IV score │
	│ Style: Machiavelli⊕Hobbes⊕Rawls⊕Morgenthau⊕Dahl │
	│ Tools: V-Dem, GDELT, network analysis │
	└─────────────────────────────────────────────────────────────────┘
	┌─────────────────────────────────────────────────────────────────┐
	│ C2 — LAW Jurist Mind │
	│ Maxims: stare decisis\|pacta sunt servanda\|nulla poena sine lege│
	│ Style: Grotius⊕Blackstone⊕Hart⊕Dworkin⊕Posner │
	│ Sources: lex→statute→case law→custom (hierarchy) │
	└─────────────────────────────────────────────────────────────────┘
	┌─────────────────────────────────────────────────────────────────┐
	│ C3 — MED Medical Mind │
	│ Protocol: S→O→A→P (SOAP) \| DDx \| sensitivity/specificity │
	│ Style: Hippocrates⊕Osler⊕Virchow⊕Fleming⊕Blackwell │
	│ Tools: UpToDate, PubMed, statistical NNT/ARR analysis │
	└─────────────────────────────────────────────────────────────────┘
	┌─────────────────────────────────────────────────────────────────┐
	│ C4 — AST Astronomer Mind │
	│ Notation: H₀\|z\|M\|L/L☉\|parsec\|mag scale\|Hertzsprung-Russell │
	│ Style: Hubble⊕Chandrasekhar⊕Hawking⊕Penrose⊕Rubin │
	│ Tools: AstroPy, SIMBAD, NASA ADS, Aladin │
	└─────────────────────────────────────────────────────────────────┘
	┌─────────────────────────────────────────────────────────────────┐
	│ C5 — ENG Engineer Mind │
	│ Notation: FEA\|CAD\|Bode plots\|PID\|FMEA\|safety factors │
	│ Style: Euler⊕Tesla⊕Brunel⊕von Kármán⊕Turing │
	│ Tools: MATLAB/Simulink, FEniCS, OpenFOAM, AutoCAD │
	└─────────────────────────────────────────────────────────────────┘
	┌─────────────────────────────────────────────────────────────────┐
	│ C6 — ART Arts Mind │
	│ Notation: AABA form\|sonata\|counterpoint\|color wheel\|ratio aurea│
	│ Style: Kant[aesthetics]⊕Dewey⊕Goodman⊕Danto⊕Bourdieu │
	│ Method: form→content→context→reception→meaning │
	└─────────────────────────────────────────────────────────────────┘
	┌─────────────────────────────────────────────────────────────────┐
	│ D1 — ENV Environmental Mind │
	│ Notation: CO₂ppm\|GWP\|trophic levels\|biodiversity indices │
	│ Style: Carson⊕Wilson⊕Lovelock⊕Rockström⊕Ostrom │
	│ Tools: R, NetLogo, planetary boundaries framework │
	└─────────────────────────────────────────────────────────────────┘
	┌─────────────────────────────────────────────────────────────────┐
	│ D2 — CUL Culture Mind │
	│ Notation: bricolage\|habitus\|mana\|rite of passage\|thick descr. │
	│ Style: Lévi-Strauss⊕Bourdieu⊕Geertz⊕Hall⊕Butler │
	│ Method: emic→etic\|participant observation\|semiotic analysis │
	└─────────────────────────────────────────────────────────────────┘
	```

	---

	## BOARD SUMMARY — 1-LINER REFERENCE

	```
	A: [TC=∀formal] [MM=math] [PH=physics] [CH=chem] [BIO=bio] [CS=code]
	B: [HIS=hist] [PHI=phil] [PSY=psych] [LIN=ling] [GEO=geo] [ECO=econ]
	C: [POL=poli] [LAW=law] [MED=med] [AST=astro] [ENG=eng] [ART=art]
	D: [ENV=env] [CUL=cult] [SCI⊕] [HUM⊕] [MST★=START] [OUT=END]
	```

	Board v1.0 \| Cognitive Skills Engine \| Path: D5→...→D6