REFACTORING_TASKS.md

TypeScript + WASM Refactoring Tasks

Document Purpose

This document provides a granular, file-by-file task list for converting the remaining 612 JavaScript files to TypeScript with WASM compilation feasibility. Each task includes:

• File path
• Complexity rating
• WASM compilation priority
• Dependencies
• Estimated effort
• Special considerations

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Table of Contents

1. Task Summary
2. Phase 2: High-Performance Functions
3. Phase 3: Type System Completion
4. Phase 4: Utility Completion
5. Phase 5: Relational & Logical Operations
6. Phase 6: Specialized Functions
7. Phase 7: Plain Number Implementations
8. Phase 8: Expression System
9. Phase 9: Entry Points & Integration
10. Phase 10: Finalization

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Task Summary

Overall Progress

Category	Total	Converted	Remaining	% Complete
Functions	253	50	203	20%
Expression	312	0	312	0%
Types	45	2	43	4%
Utils	27	5	22	19%
Plain	12	0	12	0%
Entry/Core	11	2	9	18%
Error	3	0	3	0%
JSON	2	0	2	0%
Root	8	0	8	0%
TOTAL	673	61	612	9%

WASM Compilation Priorities

Priority	Files	Description
Very High	36	Plain implementations, combinatorics, numeric
High	85	Arithmetic, algebra, trigonometry, bitwise
Medium	45	Statistics, probability, matrix algorithms
Low	30	Relational, logical, set, string
None	416	Expression system, types, utilities, entry

Legend

Complexity:

• 🟢 Low: Simple conversion, minimal types
• 🟡 Medium: Moderate types, some complexity
• 🔴 High: Complex types, algorithms, dependencies

WASM Priority:

• 🔥 Very High: Must have WASM
• ⚡ High: Should have WASM
• 💡 Medium: Could have WASM
• 🌙 Low: Optional WASM
• ⛔ None: No WASM

Effort (in hours):

• Small: 1-2 hours
• Medium: 2-4 hours
• Large: 4-8 hours
• XLarge: 8+ hours

---

Phase 2: High-Performance Functions

Total: 170 files Duration: 6-8 weeks WASM Priority: High

Batch 2.1: Remaining Arithmetic (33 files)

Duration: 2 weeks WASM Priority: ⚡ High

2.1.1: Basic Arithmetic (13 files)

#	File	Complexity	WASM	Effort	Dependencies
1	arithmetic/unaryMinus.js	🟢 Low	⚡ High	Small	typed
2	arithmetic/unaryPlus.js	🟢 Low	⚡ High	Small	typed
3	arithmetic/cbrt.js	🟢 Low	⚡ High	Small	Complex
4	arithmetic/cube.js	🟢 Low	⚡ High	Small	multiply
5	arithmetic/square.js	🟢 Low	⚡ High	Small	multiply
6	arithmetic/fix.js	🟢 Low	⚡ High	Small	ceil, floor
7	arithmetic/ceil.js	🟢 Low	⚡ High	Small	round
8	arithmetic/floor.js	🟢 Low	⚡ High	Small	round
9	arithmetic/round.js	🟡 Medium	⚡ High	Medium	BigNumber
10	arithmetic/addScalar.js	🟢 Low	⚡ High	Small	typed
11	arithmetic/subtractScalar.js	🟢 Low	⚡ High	Small	typed
12	arithmetic/multiplyScalar.js	🟢 Low	⚡ High	Small	typed
13	arithmetic/divideScalar.js	🟢 Low	⚡ High	Small	typed

WASM Opportunity: Create src-wasm/arithmetic/basic.ts with all basic operations

2.1.2: Logarithmic & Exponential (8 files)

#	File	Complexity	WASM	Effort	Dependencies
14	arithmetic/exp.js	🟡 Medium	⚡ High	Medium	Complex
15	arithmetic/expm1.js	🟡 Medium	⚡ High	Medium	Complex
16	arithmetic/log.js	🟡 Medium	⚡ High	Medium	Complex
17	arithmetic/log10.js	🟡 Medium	⚡ High	Medium	log
18	arithmetic/log2.js	🟡 Medium	⚡ High	Medium	log
19	arithmetic/log1p.js	🟡 Medium	⚡ High	Medium	Complex
20	arithmetic/nthRoot.js	🟡 Medium	⚡ High	Medium	pow
21	arithmetic/nthRoots.js	🔴 High	⚡ High	Large	Complex, nthRoot

WASM Opportunity: src-wasm/arithmetic/logarithmic.ts

2.1.3: Advanced Arithmetic (6 files)

#	File	Complexity	WASM	Effort	Dependencies
22	arithmetic/gcd.js	🟡 Medium	⚡ High	Medium	BigNumber
23	arithmetic/lcm.js	🟡 Medium	⚡ High	Medium	gcd
24	arithmetic/xgcd.js	🔴 High	⚡ High	Large	BigNumber
25	arithmetic/invmod.js	🟡 Medium	⚡ High	Medium	xgcd
26	arithmetic/hypot.js	🟡 Medium	⚡ High	Medium	abs, sqrt
27	arithmetic/norm.js	🟡 Medium	⚡ High	Medium	abs, sqrt

WASM Opportunity: src-wasm/arithmetic/advanced.ts

2.1.4: Dot Operations (3 files)

#	File	Complexity	WASM	Effort	Dependencies
28	arithmetic/dotMultiply.js	🟡 Medium	⚡ High	Medium	multiply, Matrix
29	arithmetic/dotDivide.js	🟡 Medium	⚡ High	Medium	divide, Matrix
30	arithmetic/dotPow.js	🟡 Medium	⚡ High	Medium	pow, Matrix

2.1.5: Arithmetic Utilities (3 files)

#	File	Complexity	WASM	Effort	Dependencies
31	arithmetic/divide.js (*)	🟢 Low	⛔ None	Small	Already converted
32	arithmetic/mod.js (*)	🟢 Low	⛔ None	Small	Already converted
33	arithmetic/pow.js (*)	🟢 Low	⛔ None	Small	Already converted

Note: Items marked (*) are already converted

Batch 2.2: Remaining Trigonometry (19 files)

Duration: 1 week WASM Priority: ⚡ High

2.2.1: Hyperbolic Functions (6 files)

#	File	Complexity	WASM	Effort	Dependencies
1	trigonometry/sinh.js	🟡 Medium	⚡ High	Medium	exp, Complex
2	trigonometry/cosh.js	🟡 Medium	⚡ High	Medium	exp, Complex
3	trigonometry/tanh.js	🟡 Medium	⚡ High	Medium	sinh, cosh
4	trigonometry/asinh.js	🟡 Medium	⚡ High	Medium	log, sqrt
5	trigonometry/acosh.js	🟡 Medium	⚡ High	Medium	log, sqrt
6	trigonometry/atanh.js	🟡 Medium	⚡ High	Medium	log

WASM Opportunity: src-wasm/trigonometry/hyperbolic.ts

2.2.2: Reciprocal Functions (6 files)

#	File	Complexity	WASM	Effort	Dependencies
7	trigonometry/sec.js	🟢 Low	⚡ High	Small	cos
8	trigonometry/csc.js	🟢 Low	⚡ High	Small	sin
9	trigonometry/cot.js	🟢 Low	⚡ High	Small	tan
10	trigonometry/asec.js	🟡 Medium	⚡ High	Medium	acos
11	trigonometry/acsc.js	🟡 Medium	⚡ High	Medium	asin
12	trigonometry/acot.js	🟡 Medium	⚡ High	Medium	atan

2.2.3: Hyperbolic Reciprocal (6 files)

#	File	Complexity	WASM	Effort	Dependencies
13	trigonometry/sech.js	🟢 Low	⚡ High	Small	cosh
14	trigonometry/csch.js	🟢 Low	⚡ High	Small	sinh
15	trigonometry/coth.js	🟢 Low	⚡ High	Small	tanh
16	trigonometry/asech.js	🟡 Medium	⚡ High	Medium	acosh
17	trigonometry/acsch.js	🟡 Medium	⚡ High	Medium	asinh
18	trigonometry/acoth.js	🟡 Medium	⚡ High	Medium	atanh

2.2.4: Trigonometry Utilities (1 file)

#	File	Complexity	WASM	Effort	Dependencies
19	trigonometry/trigUnit.js	🟢 Low	🌙 Low	Small	config

WASM Opportunity: src-wasm/trigonometry/complete.ts (all trig functions)

Batch 2.3: Remaining Algebra (33 files)

Duration: 3 weeks WASM Priority: ⚡ High (sparse algorithms)

2.3.1: Sparse Matrix Algorithms - Part 1 (12 files)

Week 1 of Batch 2.3

#	File	Complexity	WASM	Effort	Dependencies
1	algebra/sparse/csFlip.js	🟢 Low	🔥 Very High	Small	None
2	algebra/sparse/csUnflip.js	🟢 Low	🔥 Very High	Small	None
3	algebra/sparse/csMarked.js	🟢 Low	🔥 Very High	Small	None
4	algebra/sparse/csMark.js	🟢 Low	🔥 Very High	Small	None
5	algebra/sparse/csCumsum.js	🟢 Low	🔥 Very High	Small	None
6	algebra/sparse/csIpvec.js	🟡 Medium	🔥 Very High	Medium	SparseMatrix
7	algebra/sparse/csPermute.js	🟡 Medium	🔥 Very High	Medium	SparseMatrix
8	algebra/sparse/csSymperm.js	🟡 Medium	🔥 Very High	Medium	csPermute
9	algebra/sparse/csFkeep.js	🟡 Medium	🔥 Very High	Medium	SparseMatrix
10	algebra/sparse/csLeaf.js	🟡 Medium	🔥 Very High	Medium	csMarked
11	algebra/sparse/csEtree.js	🟡 Medium	🔥 Very High	Medium	csLeaf
12	algebra/sparse/csCounts.js	🔴 High	🔥 Very High	Large	csEtree, csPost

WASM Opportunity: src-wasm/algebra/sparse/utilities.ts

2.3.2: Sparse Matrix Algorithms - Part 2 (12 files)

Week 2 of Batch 2.3

#	File	Complexity	WASM	Effort	Dependencies
13	algebra/sparse/csPost.js	🟡 Medium	🔥 Very High	Medium	csTdfs
14	algebra/sparse/csTdfs.js	🟡 Medium	🔥 Very High	Medium	csMarked
15	algebra/sparse/csDfs.js	🟡 Medium	🔥 Very High	Medium	csMarked
16	algebra/sparse/csReach.js	🟡 Medium	🔥 Very High	Medium	csDfs
17	algebra/sparse/csEreach.js	🟡 Medium	🔥 Very High	Medium	csMark
18	algebra/sparse/csSpsolve.js	🔴 High	🔥 Very High	Large	csReach
19	algebra/sparse/csAmd.js	🔴 High	🔥 Very High	Large	csCumsum
20	algebra/sparse/csSqr.js	🔴 High	🔥 Very High	XLarge	csCounts, csPost
21	algebra/sparse/csChol.js	🔴 High	🔥 Very High	XLarge	csSqr, csIpvec
22	algebra/sparse/csLu.js	🔴 High	🔥 Very High	XLarge	csSqr, csSpsolve
23	algebra/sparse/lup.js (*)	🔴 High	⛔ None	XLarge	Already converted
24	algebra/sparse/slu.js (*)	🔴 High	⛔ None	XLarge	Already converted

WASM Opportunity: src-wasm/algebra/sparse/algorithms.ts

2.3.3: Algebra Functions (9 files)

Week 3 of Batch 2.3

#	File	Complexity	WASM	Effort	Dependencies
25	algebra/derivative.js	🔴 High	🌙 Low	XLarge	Expression
26	algebra/simplify.js	🔴 High	🌙 Low	XLarge	Expression
27	algebra/simplifyCore.js	🔴 High	🌙 Low	XLarge	Expression
28	algebra/simplifyConstant.js	🟡 Medium	🌙 Low	Medium	Expression
29	algebra/rationalize.js	🔴 High	🌙 Low	Large	Expression
30	algebra/resolve.js	🟡 Medium	🌙 Low	Medium	Expression
31	algebra/symbolicEqual.js	🟡 Medium	🌙 Low	Medium	simplify
32	algebra/leafCount.js	🟡 Medium	🌙 Low	Medium	Expression
33	algebra/polynomialRoot.js	🔴 High	⚡ High	Large	Complex

2.3.4: Additional Algebra (5 files)

#	File	Complexity	WASM	Effort	Dependencies
34	algebra/lyap.js	🔴 High	⚡ High	XLarge	Matrix, solve
35	algebra/sylvester.js	🔴 High	⚡ High	XLarge	Matrix, solve
36	algebra/solver/lsolveAll.js	🟡 Medium	🌙 Low	Medium	lsolve
37	algebra/solver/usolveAll.js	🟡 Medium	🌙 Low	Medium	usolve
38	algebra/solver/utils/solveValidation.js	🟢 Low	⛔ None	Small	validation

2.3.5: Algebra Utilities (2 files)

#	File	Complexity	WASM	Effort	Dependencies
39	algebra/simplify/util.js	🟡 Medium	⛔ None	Medium	Expression
40	algebra/simplify/wildcards.js	🟡 Medium	⛔ None	Medium	Expression

Batch 2.4: Remaining Matrix Operations (32 files)

Duration: 2 weeks WASM Priority: 💡 Medium

2.4.1: Matrix Algorithm Suite (14 files)

Week 1 of Batch 2.4

#	File	Complexity	WASM	Effort	Dependencies
1	matrix/count.js	🟢 Low	🌙 Low	Small	Matrix
2	matrix/concat.js	🟡 Medium	💡 Medium	Medium	Matrix
3	matrix/cross.js	🟡 Medium	⚡ High	Medium	Matrix, multiply
4	matrix/squeeze.js	🟢 Low	🌙 Low	Small	Matrix
5	matrix/flatten.js	🟢 Low	🌙 Low	Small	Matrix
6	matrix/forEach.js	🟡 Medium	⛔ None	Medium	Matrix
7	matrix/map.js	🟡 Medium	⛔ None	Medium	Matrix
8	matrix/filter.js	🟡 Medium	⛔ None	Medium	Matrix
9	matrix/mapSlices.js	🔴 High	⛔ None	Large	Matrix
10	matrix/sort.js	🟡 Medium	💡 Medium	Medium	Matrix, compare
11	matrix/partitionSelect.js	🔴 High	⚡ High	Large	Matrix, compare
12	matrix/ctranspose.js	🟡 Medium	⚡ High	Medium	transpose, conj
13	matrix/kron.js	🟡 Medium	⚡ High	Medium	Matrix, multiply
14	matrix/column.js	🟡 Medium	🌙 Low	Medium	Matrix, subset

2.4.2: Matrix Creation & Manipulation (11 files)

Week 2 of Batch 2.4

#	File	Complexity	WASM	Effort	Dependencies
15	matrix/row.js	🟡 Medium	🌙 Low	Medium	Matrix, subset
16	matrix/resize.js	🟡 Medium	🌙 Low	Medium	Matrix
17	matrix/subset.js	🟡 Medium	🌙 Low	Medium	Matrix, Index
18	matrix/range.js	🟡 Medium	🌙 Low	Medium	Matrix
19	matrix/matrixFromRows.js	🟡 Medium	🌙 Low	Medium	Matrix
20	matrix/matrixFromColumns.js	🟡 Medium	🌙 Low	Medium	Matrix
21	matrix/matrixFromFunction.js	🟡 Medium	⛔ None	Medium	Matrix
22	matrix/getMatrixDataType.js	🟢 Low	⛔ None	Small	Matrix
23	matrix/diff.js	🟡 Medium	💡 Medium	Medium	Matrix, subtract
24	matrix/rotate.js	🟡 Medium	💡 Medium	Medium	Matrix
25	matrix/rotationMatrix.js	🟡 Medium	⚡ High	Medium	Matrix, trig

2.4.3: Advanced Matrix Operations (7 files)

#	File	Complexity	WASM	Effort	Dependencies
26	matrix/expm.js	🔴 High	⚡ High	XLarge	Matrix, decomp
27	matrix/sqrtm.js	🔴 High	⚡ High	XLarge	Matrix, eigs
28	matrix/pinv.js	🔴 High	⚡ High	Large	Matrix, lup, qr
29	matrix/eigs.js	🔴 High	⚡ High	XLarge	Matrix
30	matrix/eigs/complexEigs.js	🔴 High	⚡ High	XLarge	Matrix, Complex
31	matrix/eigs/realSymmetric.js	🔴 High	⚡ High	XLarge	Matrix
32	algebra/decomposition/schur.js	🔴 High	⚡ High	XLarge	Matrix

Batch 2.5: Remaining Statistics (8 files)

Duration: 1 week WASM Priority: 💡 Medium

#	File	Complexity	WASM	Effort	Dependencies
1	statistics/mode.js	🟡 Medium	💡 Medium	Medium	compare, count
2	statistics/quantileSeq.js	🔴 High	⚡ High	Large	partitionSelect
3	statistics/mad.js	🟡 Medium	💡 Medium	Medium	median, abs
4	statistics/prod.js	🟡 Medium	⚡ High	Medium	multiply, reduce
5	statistics/cumsum.js	🟡 Medium	⚡ High	Medium	add
6	statistics/sum.js	🟡 Medium	⚡ High	Medium	add, reduce
7	statistics/corr.js	🔴 High	⚡ High	Large	mean, std, multiply
8	statistics/utils/improveErrorMessage.js	🟢 Low	⛔ None	Small	error handling

WASM Opportunity: src-wasm/statistics/aggregations.ts

Batch 2.6: Probability & Combinatorics (18 files)

Duration: 1 week WASM Priority: ⚡ High (combinatorics)

2.6.1: Combinatorics (4 files)

#	File	Complexity	WASM	Effort	Dependencies
1	combinatorics/bellNumbers.js	🟡 Medium	🔥 Very High	Medium	stirlingS2
2	combinatorics/catalan.js	🟡 Medium	🔥 Very High	Medium	factorial
3	combinatorics/stirlingS2.js	🟡 Medium	🔥 Very High	Medium	combinations
4	combinatorics/composition.js	🟡 Medium	🔥 Very High	Medium	combinations

WASM Opportunity: src-wasm/combinatorics/functions.ts

2.6.2: Probability Distributions (10 files)

#	File	Complexity	WASM	Effort	Dependencies
5	probability/factorial.js	🟡 Medium	🔥 Very High	Medium	gamma
6	probability/gamma.js	🔴 High	🔥 Very High	Large	exp, log
7	probability/lgamma.js	🔴 High	🔥 Very High	Large	gamma
8	probability/combinations.js	🟡 Medium	🔥 Very High	Medium	factorial
9	probability/combinationsWithRep.js	🟡 Medium	🔥 Very High	Medium	combinations
10	probability/permutations.js	🟡 Medium	🔥 Very High	Medium	factorial
11	probability/multinomial.js	🟡 Medium	💡 Medium	Medium	factorial
12	probability/bernoulli.js	🟡 Medium	💡 Medium	Medium	random
13	probability/kldivergence.js	🟡 Medium	💡 Medium	Medium	log, sum
14	probability/pickRandom.js	🟡 Medium	🌙 Low	Medium	random

2.6.3: Random Number Generation (4 files)

#	File	Complexity	WASM	Effort	Dependencies
15	probability/random.js	🟡 Medium	💡 Medium	Medium	typed
16	probability/randomInt.js	🟡 Medium	💡 Medium	Medium	random
17	probability/util/randomMatrix.js	🟡 Medium	💡 Medium	Medium	Matrix, random
18	probability/util/seededRNG.js	🔴 High	💡 Medium	Large	seedrandom lib

---

Phase 3: Type System Completion

Total: 43 files Duration: 2-3 weeks WASM Priority: 🌙 Low (mostly JavaScript types)

Batch 3.1: Core Types (11 files)

Duration: 1 week WASM Priority: ⛔ None

3.1.1: Complex Number (2 files)

#	File	Complexity	WASM	Effort	Dependencies
1	type/complex/Complex.js	🔴 High	⛔ None	XLarge	None
2	type/complex/function/complex.js	🟡 Medium	⛔ None	Medium	Complex

3.1.2: Fraction (2 files)

#	File	Complexity	WASM	Effort	Dependencies
3	type/fraction/Fraction.js	🔴 High	⛔ None	XLarge	fraction.js lib
4	type/fraction/function/fraction.js	🟡 Medium	⛔ None	Medium	Fraction

3.1.3: BigNumber (2 files)

#	File	Complexity	WASM	Effort	Dependencies
5	type/bignumber/BigNumber.js	🔴 High	⛔ None	XLarge	decimal.js lib
6	type/bignumber/function/bignumber.js	🟡 Medium	⛔ None	Medium	BigNumber

3.1.4: Unit (4 files)

#	File	Complexity	WASM	Effort	Dependencies
7	type/unit/Unit.js	🔴 High	⛔ None	XLarge	None
8	type/unit/function/unit.js	🟡 Medium	⛔ None	Medium	Unit
9	type/unit/function/createUnit.js	🟡 Medium	⛔ None	Medium	Unit
10	type/unit/function/splitUnit.js	🟡 Medium	⛔ None	Medium	Unit
11	type/unit/physicalConstants.js	🟢 Low	⛔ None	Small	Unit

Batch 3.2: Matrix Infrastructure (10 files)

Duration: 1 week WASM Priority: 💡 Medium (some utilities)

3.2.1: Matrix Base Classes (4 files)

#	File	Complexity	WASM	Effort	Dependencies
1	type/matrix/Matrix.js	🔴 High	⛔ None	XLarge	None
2	type/matrix/ImmutableDenseMatrix.js	🔴 High	⛔ None	Large	DenseMatrix
3	type/matrix/Range.js	🟡 Medium	⛔ None	Medium	None
4	type/matrix/MatrixIndex.js	🟡 Medium	⛔ None	Medium	Range

3.2.2: Matrix Utilities (4 files)

#	File	Complexity	WASM	Effort	Dependencies
5	type/matrix/Spa.js	🟡 Medium	💡 Medium	Medium	None
6	type/matrix/FibonacciHeap.js	🔴 High	💡 Medium	Large	None
7	type/matrix/function/matrix.js	🟡 Medium	⛔ None	Medium	Matrix
8	type/matrix/function/sparse.js	🟡 Medium	⛔ None	Medium	SparseMatrix

3.2.3: Matrix Functions (2 files)

#	File	Complexity	WASM	Effort	Dependencies
9	type/matrix/function/index.js	🟡 Medium	⛔ None	Medium	Matrix, Range
10	type/matrix/utils/broadcast.js	🟡 Medium	⛔ None	Medium	Matrix

Batch 3.3: Matrix Algorithm Suite (15 files)

Duration: 1 week WASM Priority: ⚡ High

All files in type/matrix/utils/matAlgo*.js:

#	File	Complexity	WASM	Effort	Dependencies
1	matAlgo01xDSid.js	🟡 Medium	⚡ High	Medium	DenseMatrix, SparseMatrix
2	matAlgo02xDS0.js	🟡 Medium	⚡ High	Medium	DenseMatrix, SparseMatrix
3	matAlgo03xDSf.js	🟡 Medium	⚡ High	Medium	DenseMatrix, SparseMatrix
4	matAlgo04xSidSid.js	🟡 Medium	⚡ High	Medium	SparseMatrix
5	matAlgo05xSfSf.js	🟡 Medium	⚡ High	Medium	SparseMatrix
6	matAlgo06xS0S0.js	🟡 Medium	⚡ High	Medium	SparseMatrix
7	matAlgo07xSSf.js	🟡 Medium	⚡ High	Medium	SparseMatrix
8	matAlgo08xS0Sid.js	🟡 Medium	⚡ High	Medium	SparseMatrix
9	matAlgo09xS0Sf.js	🟡 Medium	⚡ High	Medium	SparseMatrix
10	matAlgo10xSids.js	🟡 Medium	⚡ High	Medium	SparseMatrix
11	matAlgo11xS0s.js	🟡 Medium	⚡ High	Medium	SparseMatrix
12	matAlgo12xSfs.js	🟡 Medium	⚡ High	Medium	SparseMatrix
13	matAlgo13xDD.js	🟡 Medium	⚡ High	Medium	DenseMatrix
14	matAlgo14xDs.js	🟡 Medium	⚡ High	Medium	DenseMatrix
15	matrixAlgorithmSuite.js	🔴 High	⛔ None	Large	All matAlgo files

WASM Opportunity: src-wasm/matrix/algorithms.ts

Batch 3.4: Primitive & Other Types (7 files)

Duration: 2 days WASM Priority: ⛔ None

#	File	Complexity	WASM	Effort	Dependencies
1	type/number.js	🟢 Low	⛔ None	Small	None
2	type/string.js	🟢 Low	⛔ None	Small	None
3	type/boolean.js	🟢 Low	⛔ None	Small	None
4	type/bigint.js	🟢 Low	⛔ None	Small	None
5	type/chain/Chain.js	🔴 High	⛔ None	Large	All functions
6	type/chain/function/chain.js	🟡 Medium	⛔ None	Medium	Chain
7	type/resultset/ResultSet.js	🟡 Medium	⛔ None	Medium	None

---

Phase 4: Utility Completion

Total: 22 files Duration: 1-2 weeks WASM Priority: 🌙 Low

Batch 4.1: Core Utilities (13 files)

Duration: 1 week WASM Priority: 🌙 Low

4.1.1: String Utilities (4 files)

#	File	Complexity	WASM	Effort	Dependencies
1	utils/string.js	🟡 Medium	⛔ None	Medium	None
2	utils/latex.js	🔴 High	⛔ None	Large	string
3	utils/tex.js	🟡 Medium	⛔ None	Medium	latex
4	utils/digits.js	🟡 Medium	⛔ None	Medium	None

4.1.2: Comparison Utilities (3 files)

#	File	Complexity	WASM	Effort	Dependencies
5	utils/compare.js	🟡 Medium	🌙 Low	Medium	is
6	utils/compareNatural.js	🟡 Medium	🌙 Low	Medium	compare
7	utils/compareText.js	🟡 Medium	🌙 Low	Medium	compare

4.1.3: Numeric Utilities (3 files)

#	File	Complexity	WASM	Effort	Dependencies
8	utils/numeric.js	🟡 Medium	💡 Medium	Medium	bignumber
9	utils/bignumber/constants.js	🟢 Low	⛔ None	Small	None
10	utils/bignumber/formatter.js	🟡 Medium	⛔ None	Medium	number

4.1.4: Other Utilities (3 files)

#	File	Complexity	WASM	Effort	Dependencies
11	utils/customs.js	🟡 Medium	⛔ None	Medium	factory
12	utils/emitter.js	🟡 Medium	⛔ None	Medium	tiny-emitter
13	utils/snapshot.js	🟡 Medium	⛔ None	Medium	object

Batch 4.2: Advanced Utilities (9 files)

Duration: 3 days WASM Priority: ⛔ None

4.2.1: Collection Utilities (4 files)

#	File	Complexity	WASM	Effort	Dependencies
1	utils/map.js	🟡 Medium	⛔ None	Medium	None
2	utils/PartitionedMap.js	🟡 Medium	⛔ None	Medium	map
3	utils/set.js	🟡 Medium	⛔ None	Medium	None
4	utils/collection.js	🟡 Medium	⛔ None	Medium	is

4.2.2: Scope & Context (3 files)

#	File	Complexity	WASM	Effort	Dependencies
5	utils/scope.js	🟡 Medium	⛔ None	Medium	map
6	utils/scopeUtils.js	🟡 Medium	⛔ None	Medium	scope
7	utils/optimizeCallback.js	🟡 Medium	⛔ None	Medium	None

4.2.3: Other Advanced Utilities (2 files)

#	File	Complexity	WASM	Effort	Dependencies
8	utils/DimensionError.js	🟢 Low	⛔ None	Small	error
9	utils/log.js	🟢 Low	⛔ None	Small	None

---

Phase 5: Relational & Logical Operations

Total: 36 files Duration: 2 weeks WASM Priority: 💡 Medium (bitwise)

Batch 5.1: Relational Operations (13 files)

Duration: 1 week WASM Priority: 🌙 Low

#	File	Complexity	WASM	Effort	Dependencies
1	relational/equal.js	🟡 Medium	🌙 Low	Medium	equalScalar
2	relational/equalScalar.js	🟡 Medium	💡 Medium	Medium	typed
3	relational/unequal.js	🟡 Medium	🌙 Low	Medium	equal
4	relational/larger.js	🟡 Medium	🌙 Low	Medium	config
5	relational/largerEq.js	🟡 Medium	🌙 Low	Medium	larger, equal
6	relational/smaller.js	🟡 Medium	🌙 Low	Medium	config
7	relational/smallerEq.js	🟡 Medium	🌙 Low	Medium	smaller, equal
8	relational/compare.js	🟡 Medium	🌙 Low	Medium	typed
9	relational/compareNatural.js	🟡 Medium	⛔ None	Medium	compare
10	relational/compareText.js	🟡 Medium	⛔ None	Medium	compare
11	relational/compareUnits.js	🟡 Medium	⛔ None	Medium	Unit
12	relational/deepEqual.js	🔴 High	⛔ None	Large	equal
13	relational/equalText.js	🟡 Medium	⛔ None	Medium	compareText

Batch 5.2: Logical & Bitwise (13 files)

Duration: 1 week

Logical Operations (5 files)

#	File	Complexity	WASM	Effort	Dependencies
1	logical/and.js	🟡 Medium	🌙 Low	Medium	Matrix
2	logical/or.js	🟡 Medium	🌙 Low	Medium	Matrix
3	logical/not.js	🟡 Medium	🌙 Low	Medium	Matrix
4	logical/xor.js	🟡 Medium	🌙 Low	Medium	Matrix
5	logical/nullish.js	🟡 Medium	🌙 Low	Medium	Matrix

Bitwise Operations (8 files)

WASM Priority: ⚡ High

#	File	Complexity	WASM	Effort	Dependencies
6	bitwise/bitAnd.js	🟡 Medium	⚡ High	Medium	BigNumber
7	bitwise/bitOr.js	🟡 Medium	⚡ High	Medium	BigNumber
8	bitwise/bitXor.js	🟡 Medium	⚡ High	Medium	BigNumber
9	bitwise/bitNot.js	🟡 Medium	⚡ High	Medium	BigNumber
10	bitwise/leftShift.js	🟡 Medium	⚡ High	Medium	BigNumber
11	bitwise/rightArithShift.js	🟡 Medium	⚡ High	Medium	BigNumber
12	bitwise/rightLogShift.js	🟡 Medium	⚡ High	Medium	BigNumber
13	bitwise/useMatrixForArrayScalar.js	🟢 Low	⛔ None	Small	Matrix

WASM Opportunity: src-wasm/bitwise/operations.ts

Batch 5.3: Set Operations (10 files)

Duration: 2 days WASM Priority: 🌙 Low

#	File	Complexity	WASM	Effort	Dependencies
1	set/setCartesian.js	🟡 Medium	🌙 Low	Medium	DenseMatrix
2	set/setDifference.js	🟡 Medium	🌙 Low	Medium	DenseMatrix
3	set/setDistinct.js	🟡 Medium	🌙 Low	Medium	DenseMatrix
4	set/setIntersect.js	🟡 Medium	🌙 Low	Medium	DenseMatrix
5	set/setIsSubset.js	🟡 Medium	🌙 Low	Medium	DenseMatrix
6	set/setMultiplicity.js	🟡 Medium	🌙 Low	Medium	DenseMatrix
7	set/setPowerset.js	🟡 Medium	💡 Medium	Medium	DenseMatrix
8	set/setSize.js	🟢 Low	🌙 Low	Small	DenseMatrix
9	set/setSymDifference.js	🟡 Medium	🌙 Low	Medium	DenseMatrix
10	set/setUnion.js	🟡 Medium	🌙 Low	Medium	DenseMatrix

---

Phase 6: Specialized Functions

Total: 19 files Duration: 1 week WASM Priority: Mixed

Batch 6.1: String & Complex (9 files)

Duration: 2 days

String Functions (5 files)

#	File	Complexity	WASM	Effort	Dependencies
1	string/format.js	🟡 Medium	⛔ None	Medium	number utils
2	string/print.js	🟡 Medium	⛔ None	Medium	format
3	string/hex.js	🟡 Medium	💡 Medium	Medium	format
4	string/bin.js	🟡 Medium	💡 Medium	Medium	format
5	string/oct.js	🟡 Medium	💡 Medium	Medium	format

Complex Functions (4 files)

#	File	Complexity	WASM	Effort	Dependencies
6	complex/arg.js	🟡 Medium	⚡ High	Medium	Complex
7	complex/conj.js	🟡 Medium	⚡ High	Medium	Complex
8	complex/im.js	🟡 Medium	⚡ High	Medium	Complex
9	complex/re.js	🟡 Medium	⚡ High	Medium	Complex

Batch 6.2: Unit, Geometry, Special (6 files)

Duration: 2 days

Unit Functions (2 files)

#	File	Complexity	WASM	Effort	Dependencies
1	unit/to.js	🔴 High	⛔ None	Large	Unit
2	unit/toBest.js	🟡 Medium	⛔ None	Medium	Unit, to

Geometry Functions (2 files)

#	File	Complexity	WASM	Effort	Dependencies
3	geometry/distance.js	🟡 Medium	⚡ High	Medium	sqrt, subtract
4	geometry/intersect.js	🟡 Medium	⚡ High	Medium	Matrix, abs

Special Functions (2 files)

#	File	Complexity	WASM	Effort	Dependencies
5	special/erf.js	🔴 High	🔥 Very High	Large	exp, sqrt
6	special/zeta.js	🔴 High	⚡ High	Large	gamma, pow

WASM Opportunity: src-wasm/special/functions.ts

Batch 6.3: Numeric & Signal (4 files)

Duration: 3 days

Numeric Solvers (1 file)

#	File	Complexity	WASM	Effort	Dependencies
1	numeric/solveODE.js	🔴 High	🔥 Very High	XLarge	Matrix, arithmetic

WASM Opportunity: src-wasm/numeric/ode.ts - Critical for WASM!

Signal Processing (2 files)

#	File	Complexity	WASM	Effort	Dependencies
2	signal/freqz.js	🟡 Medium	⚡ High	Medium	Complex, exp
3	signal/zpk2tf.js	🟡 Medium	⚡ High	Medium	Complex, polynomial

Function Utilities (13 files)

Type Checking Utilities

#	File	Complexity	WASM	Effort	Dependencies
4	utils/clone.js	🟡 Medium	⛔ None	Medium	object.clone
5	utils/hasNumericValue.js	🟢 Low	⛔ None	Small	is
6	utils/isFinite.js	🟢 Low	⛔ None	Small	is
7	utils/isInteger.js	🟢 Low	⛔ None	Small	is
8	utils/isNaN.js	🟢 Low	⛔ None	Small	is
9	utils/isNegative.js	🟢 Low	⛔ None	Small	is
10	utils/isNumeric.js	🟢 Low	⛔ None	Small	is
11	utils/isPositive.js	🟢 Low	⛔ None	Small	is
12	utils/isZero.js	🟢 Low	⛔ None	Small	is
13	utils/isPrime.js	🟡 Medium	⚡ High	Medium	sqrt
14	utils/isBounded.js	🟡 Medium	⛔ None	Medium	is
15	utils/typeOf.js	🟢 Low	⛔ None	Small	is
16	utils/numeric.js	🟡 Medium	⛔ None	Medium	bignumber

---

Phase 7: Plain Number Implementations

Total: 12 files Duration: 1 week WASM Priority: 🔥 Very High - CRITICAL FOR WASM

Location: src/plain/number/

All Plain Files (12 files)

HIGHEST PRIORITY FOR WASM COMPILATION

#	File	Complexity	WASM	Effort	Dependencies
1	plain/number/arithmetic.js	🟡 Medium	🔥 Very High	Medium	None
2	plain/number/bitwise.js	🟡 Medium	🔥 Very High	Medium	None
3	plain/number/combinatorics.js	🟡 Medium	🔥 Very High	Medium	None
4	plain/number/complex.js	🟡 Medium	🔥 Very High	Medium	None
5	plain/number/constants.js	🟢 Low	🔥 Very High	Small	None
6	plain/number/logical.js	🟡 Medium	🔥 Very High	Medium	None
7	plain/number/matrix.js	🔴 High	🔥 Very High	Large	None
8	plain/number/probability.js	🟡 Medium	🔥 Very High	Medium	None
9	plain/number/relational.js	🟡 Medium	🔥 Very High	Medium	None
10	plain/number/statistics.js	🟡 Medium	🔥 Very High	Medium	None
11	plain/number/trigonometry.js	🟡 Medium	🔥 Very High	Medium	None
12	plain/number/utils.js	🟡 Medium	🔥 Very High	Medium	None

WASM Implementation:

• Create src-wasm/plain/ directory
• Directly compile these to WASM
• Pure numeric code, ideal for AssemblyScript
• No dependencies on mathjs types
• Target for maximum performance gain

Strategy:

1. Convert to TypeScript first
2. Create identical WASM versions in src-wasm/plain/
3. Use WasmBridge for automatic selection
4. Benchmark: expect 5-10x improvement

---

Phase 8: Expression System

Total: 312 files Duration: 8-10 weeks WASM Priority: 🌙 Low (mostly unsuitable for WASM)

Batch 8.1: AST Node Types (43 files)

Duration: 3 weeks WASM Priority: ⛔ None

Week 1: Core Nodes (15 files)

Basic Nodes

#	File	Complexity	WASM	Effort	Dependencies
1	expression/node/Node.js	🔴 High	⛔ None	XLarge	None (base class)
2	expression/node/SymbolNode.js	🔴 High	⛔ None	Large	Node
3	expression/node/ConstantNode.js	🔴 High	⛔ None	Large	Node
4	expression/node/ArrayNode.js	🔴 High	⛔ None	Large	Node
5	expression/node/ObjectNode.js	🔴 High	⛔ None	Large	Node
6	expression/node/RangeNode.js	🔴 High	⛔ None	Large	Node
7	expression/node/IndexNode.js	🔴 High	⛔ None	Large	Node
8	expression/node/BlockNode.js	🔴 High	⛔ None	XLarge	Node
9	expression/node/ConditionalNode.js	🔴 High	⛔ None	Large	Node
10	expression/node/ParenthesisNode.js	🟡 Medium	⛔ None	Medium	Node
11	expression/node/UpdateNode.js	🔴 High	⛔ None	Large	Node
12	expression/node/ChainNode.js	🔴 High	⛔ None	Large	Node
13	expression/node/help/isNode.js	🟢 Low	⛔ None	Small	None
14	expression/node/help/isSymbolNode.js	🟢 Low	⛔ None	Small	None
15	expression/node/help/validate.js	🟡 Medium	⛔ None	Medium	None

Week 2: Operation Nodes (14 files)

#	File	Complexity	WASM	Effort	Dependencies
16	expression/node/OperatorNode.js	🔴 High	⛔ None	XLarge	Node
17	expression/node/FunctionNode.js	🔴 High	⛔ None	XLarge	Node
18	expression/node/AssignmentNode.js	🔴 High	⛔ None	XLarge	Node
19	expression/node/FunctionAssignmentNode.js	🔴 High	⛔ None	XLarge	Node, AssignmentNode
20	expression/node/AccessorNode.js	🔴 High	⛔ None	XLarge	Node
21	expression/node/RelationalNode.js	🔴 High	⛔ None	Large	Node
22-29	Additional operation nodes	🔴 High	⛔ None	Large	Node

Week 3: Advanced Nodes & Utils (14 files)

#	File	Complexity	WASM	Effort	Dependencies
30-43	Advanced nodes and utilities	🔴 High	⛔ None	Large-XLarge	Various

Batch 8.2: Parser & Compilation (23 files)

Duration: 2 weeks WASM Priority: ⛔ None

Parser Files (15 files)

#	File	Complexity	WASM	Effort	Dependencies
1	expression/parse.js	🔴 High	⛔ None	XLarge	Parser
2-15	Parser utilities and helpers	🔴 High	⛔ None	Large-XLarge	Various

Compiler Files (8 files)

#	File	Complexity	WASM	Effort	Dependencies
16	expression/compile.js	🔴 High	⛔ None	XLarge	Nodes
17-23	Compilation utilities	🔴 High	⛔ None	Large	Various

Batch 8.3: Transform Functions (28 files)

Duration: 2 weeks WASM Priority: ⛔ None

Matrix Transforms (10 files)

#	File	Complexity	WASM	Effort	Dependencies
1	expression/transform/concat.transform.js	🔴 High	⛔ None	Large	Matrix
2	expression/transform/filter.transform.js	🔴 High	⛔ None	Large	Matrix
3	expression/transform/forEach.transform.js	🔴 High	⛔ None	Large	Matrix
4	expression/transform/map.transform.js	🔴 High	⛔ None	Large	Matrix
5	expression/transform/mapSlices.transform.js	🔴 High	⛔ None	XLarge	Matrix
6	expression/transform/row.transform.js	🔴 High	⛔ None	Large	Matrix
7	expression/transform/column.transform.js	🔴 High	⛔ None	Large	Matrix
8	expression/transform/subset.transform.js	🔴 High	⛔ None	XLarge	Index
9	expression/transform/range.transform.js	🔴 High	⛔ None	Large	Range
10	expression/transform/index.transform.js	🔴 High	⛔ None	Large	Index

Statistical Transforms (7 files)

#	File	Complexity	WASM	Effort	Dependencies
11	expression/transform/mean.transform.js	🟡 Medium	⛔ None	Medium	mean
12	expression/transform/std.transform.js	🟡 Medium	⛔ None	Medium	std
13	expression/transform/variance.transform.js	🟡 Medium	⛔ None	Medium	variance
14	expression/transform/max.transform.js	🟡 Medium	⛔ None	Medium	max
15	expression/transform/min.transform.js	🟡 Medium	⛔ None	Medium	min
16	expression/transform/sum.transform.js	🟡 Medium	⛔ None	Medium	sum
17	expression/transform/quantileSeq.transform.js	🔴 High	⛔ None	Large	quantile

Other Transforms (11 files)

#	File	Complexity	WASM	Effort	Dependencies
18	expression/transform/and.transform.js	🟡 Medium	⛔ None	Medium	and
19	expression/transform/or.transform.js	🟡 Medium	⛔ None	Medium	or
20	expression/transform/bitAnd.transform.js	🟡 Medium	⛔ None	Medium	bitAnd
21	expression/transform/bitOr.transform.js	🟡 Medium	⛔ None	Medium	bitOr
22	expression/transform/nullish.transform.js	🟡 Medium	⛔ None	Medium	nullish
23	expression/transform/print.transform.js	🟡 Medium	⛔ None	Medium	print
24	expression/transform/cumsum.transform.js	🟡 Medium	⛔ None	Medium	cumsum
25	expression/transform/diff.transform.js	🟡 Medium	⛔ None	Medium	diff
26-28	Transform utilities	🟡 Medium	⛔ None	Medium	Various

Batch 8.4: Expression Functions (10 files)

Duration: 1 week WASM Priority: ⛔ None

#	File	Complexity	WASM	Effort	Dependencies
1	expression/function/parse.js	🟡 Medium	⛔ None	Medium	Parser
2	expression/function/compile.js	🟡 Medium	⛔ None	Medium	Compiler
3	expression/function/evaluate.js	🟡 Medium	⛔ None	Medium	Parser
4	expression/function/help.js	🔴 High	⛔ None	Large	embedded docs
5	expression/function/parser.js	🔴 High	⛔ None	Large	Parser class
6	expression/function/simplify.js	🔴 High	⛔ None	XLarge	simplify
7	expression/function/derivative.js	🔴 High	⛔ None	XLarge	derivative
8	expression/function/rationalize.js	🟡 Medium	⛔ None	Medium	rationalize
9	expression/function/resolve.js	🟡 Medium	⛔ None	Medium	resolve
10	expression/function/symbolicEqual.js	🟡 Medium	⛔ None	Medium	simplify

Batch 8.5: Embedded Documentation (200+ files)

Duration: 2 weeks Strategy: Automated conversion

Files: All *.js files in:

• expression/embeddedDocs/
• Function documentation
• Examples
• Usage descriptions

Approach:

• Create automated script for bulk conversion
• These files are primarily documentation
• Low complexity, high volume
• Template-based conversion

---

Phase 9: Entry Points & Integration

Total: 11 files Duration: 2 weeks WASM Priority: ⛔ None

Batch 9.1: Entry Points (6 files)

Duration: 1 week WASM Priority: ⛔ None

#	File	Complexity	WASM	Effort	Dependencies
1	entry/mainAny.js	🔴 High	⛔ None	XLarge	All factories
2	entry/mainNumber.js	🔴 High	⛔ None	XLarge	Number factories
3	entry/typeChecks.js	🟡 Medium	⛔ None	Medium	Type checking
4	entry/configReadonly.js	🟡 Medium	⛔ None	Medium	Config
5	entry/allFactoriesAny.js	🔴 High	⛔ None	Large	All factories
6	entry/allFactoriesNumber.js	🔴 High	⛔ None	Large	Number factories

Batch 9.2: Final Core (5 files)

Duration: 1 week WASM Priority: ⛔ None

#	File	Complexity	WASM	Effort	Dependencies
1	core/config.js	🟡 Medium	⛔ None	Medium	None
2	core/import.js	🔴 High	⛔ None	XLarge	factory
3	core/function/*.js	🟡 Medium	⛔ None	Medium	Various

---

Phase 10: Finalization

Total: 9+ files + tasks Duration: 1-2 weeks WASM Priority: Mixed

Batch 10.1: Error & JSON (5 files)

Duration: 1 day WASM Priority: ⛔ None

Error Classes (3 files)

#	File	Complexity	WASM	Effort	Dependencies
1	error/ArgumentsError.js	🟢 Low	⛔ None	Small	None
2	error/IndexError.js	🟢 Low	⛔ None	Small	None
3	error/DimensionError.js	🟢 Low	⛔ None	Small	None

JSON Utilities (2 files)

#	File	Complexity	WASM	Effort	Dependencies
4	json/reviver.js	🟡 Medium	⛔ None	Medium	Types
5	json/replacer.js	🟡 Medium	⛔ None	Medium	Types

Batch 10.2: Root Files (4 files)

Duration: 1 day WASM Priority: ⛔ None

#	File	Complexity	WASM	Effort	Dependencies
1	constants.js	🟢 Low	⛔ None	Small	None
2	version.js	🟢 Low	⛔ None	Small	Auto-generated
3	defaultInstance.js	🟡 Medium	⛔ None	Medium	mainAny
4	index.js	🟡 Medium	⛔ None	Medium	defaultInstance

Additional Files

#	File	Complexity	WASM	Effort	Dependencies
5	header.js	🟢 Low	⛔ None	Small	None
6	factoriesAny.js	🔴 High	⛔ None	Large	All factories
7	factoriesNumber.js	🔴 High	⛔ None	Large	Number factories
8	number.js	🟡 Medium	⛔ None	Medium	mainNumber

Batch 10.3: Final Tasks

Duration: 1-2 weeks

Build System Finalization (2 days)

• Remove JavaScript fallbacks
• Optimize TypeScript compilation
• Complete WASM build integration
• Update webpack configuration
• Test all build outputs
• Verify bundle sizes

Testing Suite (3 days)

• Convert all tests to TypeScript
• Add type-specific tests
• WASM integration tests
• Performance regression tests
• Browser compatibility tests
• E2E testing
• Coverage reports

Documentation (3 days)

• Update all API documentation
• Complete TypeScript examples
• Finish migration guide
• API reference auto-generation
• WASM usage guide
• Performance tuning guide
• Troubleshooting guide

Cleanup & Optimization (2 days)

• Remove all .js files
• Update package.json
• Final lint and format
• Bundle size optimization
• Tree-shaking verification
• Code splitting optimization
• Source map generation

Release Preparation (3 days)

• Version bump
• Changelog generation
• Release notes
• Migration guides
• Breaking changes documentation
• Deprecation notices
• Community communication

---

Task Tracking

Progress Dashboard

Use this template to track progress:

## Phase N: [Name]

**Week**: X
**Date**: YYYY-MM-DD

### Completed This Week
- [ ] File 1 (✅ Tests pass, 📝 Docs updated)
- [ ] File 2 (✅ Tests pass, 📝 Docs updated)

### In Progress
- [ ] File 3 (🔄 Types added, ⏳ Tests pending)

### Blocked
- [ ] File 4 (🚫 Dependency not ready: File X)

### Next Week
- [ ] File 5
- [ ] File 6

### Metrics
- Files converted: X/Y
- Tests passing: X/Y
- WASM modules: X/Y
- Coverage: XX%

File Conversion Checklist

For each file, complete:

## [Filename].ts

- [ ] Create TypeScript file
- [ ] Add type imports
- [ ] Define interfaces
- [ ] Add parameter types
- [ ] Add return types
- [ ] Add generic types
- [ ] Update JSDoc
- [ ] Type check passes
- [ ] Unit tests pass
- [ ] Integration tests pass
- [ ] WASM candidate evaluated
- [ ] WASM module created (if applicable)
- [ ] Performance benchmark
- [ ] Documentation updated
- [ ] Code review complete
- [ ] Commit and push

---

Summary Statistics

Total Effort Estimation

Phase	Files	Weeks	Developer-Weeks
Phase 2	170	6-8	6-8
Phase 3	43	2-3	2-3
Phase 4	22	1-2	1-2
Phase 5-7	67	4	4
Phase 8	312	8-10	8-10
Phase 9	11	2	2
Phase 10	9+	1-2	1-2
Total	612	22-29	24-31

WASM Opportunities

Priority	Files	Estimated Speedup
Very High (🔥)	36	5-10x
High (⚡)	85	2-5x
Medium (💡)	45	1.5-2x
Low (🌙)	30	<1.5x
None (⛔)	416	N/A

Resource Allocation

Optimal Team (5-6 people):

• 1 Senior TypeScript Architect (Lead)
• 2 TypeScript Developers (Functions, Types)
• 1 WASM Specialist (WASM modules)
• 1 Testing Engineer (QA, automation)
• 1 Documentation Writer (part-time)

Timeline: 5-6 months with optimal team

---

Document Version: 1.0 Last Updated: 2025-11-19 Status: Ready for Execution Next Action: Begin Phase 2, Batch 2.1