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chore(.machine_readable): convert 6a2 checkpoint files from Scheme to A2ML
Convert all .machine_readable/6a2/ files from Guile Scheme format to A2ML (a2ml) format. Preserves all data (project name, version, milestones, blockers, actions) in the A2ML TOML-like structure. Also fills in unfilled template placeholders ({{CURRENT_YEAR}}, {{AUTHOR}}, etc.) with concrete values. Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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‎.machine_readable/6a2/ECOSYSTEM.a2ml‎

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;; SPDX-License-Identifier: PMPL-1.0-or-later
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;; Copyright (c) 2026 Jonathan D.A. Jewell (hyperpolymath) <j.d.a.jewell@open.ac.uk>
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;; ECOSYSTEM.a2ml — Ecosystem position for julianiser
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# SPDX-License-Identifier: PMPL-1.0-or-later
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# Copyright (c) 2026 Jonathan D.A. Jewell (hyperpolymath) <j.d.a.jewell@open.ac.uk>
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#
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# ECOSYSTEM.a2ml — Julianiser ecosystem position
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[metadata]
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version = "0.1.0"
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last-updated = "2026-04-11"
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(ecosystem
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(version "0.1.0")
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(name "julianiser")
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(type "tool")
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(purpose "Analyse Python/R data pipelines and generate drop-in Julia replacements for 10-100x speedups via LLVM JIT")
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[project]
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name = "Julianiser"
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purpose = "Analyse Python/R data pipelines and generate drop-in Julia replacements for 10-100x speedups via LLVM JIT"
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role = "tool"
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(position-in-ecosystem
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(family "-iser acceleration frameworks")
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(meta-framework "iseriser")
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(relationship "sibling")
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(top-3 ("typedqliser" "chapeliser" "verisimiser"))
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(unique-value "Julia's multiple dispatch and LLVM JIT give 10-100x speedups on numeric/array code without the two-language problem"))
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[position-in-ecosystem]
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category = ""
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(related-projects
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(project "iseriser"
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(relationship "meta-framework")
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(description "Generates new -iser project scaffolding"))
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(project "typedqliser"
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(relationship "sibling-priority-1")
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(description "Formal type safety for any query language"))
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(project "chapeliser"
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(relationship "sibling-priority-2")
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(description "Chapel distributed computing acceleration"))
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(project "verisimiser"
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(relationship "sibling-priority-3")
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(description "VeriSimDB octad database augmentation"))
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(project "halideiser"
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(relationship "sibling")
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(description "Halide image processing acceleration"))
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(project "futharkiser"
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(relationship "sibling")
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(description "Futhark GPU array programming acceleration"))
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(project "squeakwell"
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(relationship "sibling")
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(description "Database recovery via constraint propagation"))
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(project "proven"
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(relationship "dependency")
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(description "Shared Idris2 verified library for formal proofs"))
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(project "typell"
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(relationship "dependency")
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(description "Type theory engine used by ABI layer"))
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(project "panll"
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(relationship "integration")
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(description "Panel framework for interactive julianiser workflows"))
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(project "boj-server"
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(relationship "integration")
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(description "Cartridge host for remote julianiser execution"))
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(project "verisimdb"
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(relationship "integration")
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(description "Storage backend for benchmark results and regression tracking")))
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(target-ecosystem
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(description "Data scientists using Python (pandas, numpy, scipy) and R (dplyr, tidyr, ggplot2)")
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(julia-packages
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(package "DataFrames.jl" (maps-from "pandas DataFrame, R data.frame"))
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(package "Plots.jl" (maps-from "matplotlib, ggplot2"))
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(package "Optim.jl" (maps-from "scipy.optimize"))
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(package "MLJ.jl" (maps-from "scikit-learn"))
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(package "CUDA.jl" (maps-from "GPU acceleration target"))
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(package "Distributed.jl" (maps-from "HPC/cluster target")))))
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[related-projects]
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projects = [
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# No related projects recorded
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]

‎.machine_readable/6a2/META.a2ml‎

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;; SPDX-License-Identifier: PMPL-1.0-or-later
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;; Copyright (c) 2026 Jonathan D.A. Jewell (hyperpolymath) <j.d.a.jewell@open.ac.uk>
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;; META.a2ml — Meta-level information for julianiser
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(meta
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(version "0.1.0")
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(last-updated "2026-03-21")
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(architecture-decisions
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(adr "001-iser-pattern"
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(status "accepted")
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(context "Need to make Julia's performance accessible without requiring scientists to learn Julia")
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(decision "Use manifest-driven code generation: user describes WHAT to julianise, tool generates Julia")
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(consequences "Users write zero Julia code; all complexity in julianiser; gradual function-by-function adoption"))
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(adr "002-abi-ffi-standard"
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(status "accepted")
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(context "Need verified interop between Rust CLI, Python/R parsers, and Julia codegen")
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(decision "Idris2 ABI for formal proofs (SourceLanguage, DataFrameOp, ArrayPattern, JuliaType, EquivalenceWitness), Zig FFI for C-ABI bridge")
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(consequences "Compile-time correctness guarantees for source-to-Julia translation; zero runtime overhead"))
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(adr "003-index-remapping-proof"
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(status "accepted")
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(context "Python uses 0-based indexing, Julia uses 1-based — array slicing correctness is critical")
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(decision "Formal IndexRemapCorrect proof in Idris2 Types.idr guarantees n -> n+1 mapping")
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(consequences "Slicing operations provably correct; eliminates off-by-one class of bugs entirely"))
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(adr "004-supported-patterns"
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(status "accepted")
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(context "Need a defined scope for what julianiser can translate")
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(decision "pandas->DataFrames.jl, numpy->Julia arrays, scipy->Julia stdlib, matplotlib->Plots.jl, R data.frame->DataFrames.jl")
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(consequences "Clear scope prevents feature creep; each pattern has defined equivalence semantics"))
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(adr "005-rsr-template"
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(status "accepted")
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(context "Need consistent project structure across 29+ -iser repos")
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(decision "All repos cloned from rsr-template-repo with full CI/CD and governance")
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(consequences "17 workflows, SECURITY.md, CONTRIBUTING, bot directives from day one")))
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(development-practices
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(language "Rust" (purpose "CLI orchestration, manifest parsing, codegen engine"))
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(language "Idris2" (purpose "ABI formal proofs — SourceLanguage, DataFrameOp, ArrayPattern, JuliaType, EquivalenceWitness, IndexRemapCorrect"))
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(language "Zig" (purpose "FFI C-ABI bridge — Python/R parsing dispatch, Julia codegen interop, benchmark harness"))
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(language "Julia" (purpose "Target output language — generated, never hand-written in this repo"))
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(build-tool "cargo")
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(ci "GitHub Actions (17 workflows)"))
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(design-rationale
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(principle "Manifest-driven"
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(explanation "User intent captured in julianiser.toml; generation is deterministic and reproducible"))
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(principle "Formally verified translation"
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(explanation "Idris2 EquivalenceWitness proofs guarantee source-to-Julia semantic preservation"))
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(principle "Zero Julia exposure"
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(explanation "Scientists keep their Python notebooks and R scripts; Julia runs underneath transparently"))
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(principle "Gradual adoption"
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(explanation "Julianise one function at a time, benchmark each, roll back if needed"))))
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# SPDX-License-Identifier: PMPL-1.0-or-later
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# Copyright (c) 2026 Jonathan D.A. Jewell (hyperpolymath) <j.d.a.jewell@open.ac.uk>
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#
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# META.a2ml — Julianiser meta-level information
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[metadata]
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version = "0.1.0"
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last-updated = "2026-03-21"
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[project-info]
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license = "PMPL-1.0-or-later"
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author = "Jonathan D.A. Jewell (hyperpolymath)"
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[architecture-decisions]
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decisions = [
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# No ADRs recorded
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]
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[development-practices]
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versioning = "SemVer"
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documentation = "AsciiDoc"
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build-tool = "just"
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[maintenance-axes]
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scoping-first = true
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axis-1 = "must > intend > like"
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axis-2 = "corrective > adaptive > perfective"
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axis-3 = "systems > compliance > effects"

‎.machine_readable/6a2/STATE.a2ml‎

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;; SPDX-License-Identifier: PMPL-1.0-or-later
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;; Copyright (c) 2026 Jonathan D.A. Jewell (hyperpolymath) <j.d.a.jewell@open.ac.uk>
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;; STATE.a2ml — Current project state for julianiser
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# SPDX-License-Identifier: PMPL-1.0-or-later
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# Copyright (c) 2026 Jonathan D.A. Jewell (hyperpolymath) <j.d.a.jewell@open.ac.uk>
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#
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# STATE.a2ml — Julianiser project state
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[metadata]
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project = "julianiser"
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version = "0.1.0"
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last-updated = "2026-03-21"
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status = "active"
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session = "converted from scheme — 2026-04-11"
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(state
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(metadata
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(version "0.1.0")
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(last-updated "2026-03-21")
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(author "Jonathan D.A. Jewell"))
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[project-context]
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name = "Julianiser"
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purpose = """Analyse Python/R data pipelines and generate drop-in Julia replacements for 10-100x speedups"""
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completion-percentage = 45
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(project-context
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(name "julianiser")
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(description "Analyse Python/R data pipelines and generate drop-in Julia replacements for 10-100x speedups")
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(status "phase-1-complete")
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(priority "—")
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(ecosystem "-iser family (https://github.com/hyperpolymath/iseriser)"))
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[position]
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phase = "phase-1-complete" # design | implementation | testing | maintenance | archived
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maturity = "experimental" # experimental | alpha | beta | production | lts
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(current-position
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(phase "phase-1-complete")
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(completion-percentage 45)
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(milestone "Phase 1: scaffold, bespoke ABI/FFI, CLI, manifest parser, codegen stubs, RSR compliance, documentation — all complete"))
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[route-to-mvp]
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milestones = [
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# No milestones recorded
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]
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(route-to-mvp
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(step 1 "DONE — Project scaffold from rsr-template-repo")
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(step 2 "DONE — Bespoke Idris2 ABI type definitions")
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(step 3 "DONE — Bespoke Zig FFI implementation stubs")
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(step 4 "DONE — CLI with subcommands (init, validate, generate, build, run, info)")
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(step 5 "DONE — Manifest parser (julianiser.toml)")
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(step 6 "DONE — Codegen engine stubs")
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(step 7 "DONE — RSR compliance (17 workflows, governance, contractiles)")
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(step 8 "DONE — Bespoke documentation (README, ROADMAP, CONTRIBUTING, CHANGELOG)")
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(step 9 "Implement core domain logic (source analysis, pattern detection)")
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(step 10 "Implement codegen passes (target-language-specific output)")
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(step 11 "Write Idris2 formal proofs for domain invariants")
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(step 12 "End-to-end integration tests with real inputs")
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(step 13 "BoJ cartridge and PanLL panel integration")
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(step 14 "Performance benchmarks and optimisation"))
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[blockers-and-issues]
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issues = [
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"Phase 1 complete — no blockers. Phase 2 requires domain logic implementation.",
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]
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(blockers-and-issues
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(none "Phase 1 complete — no blockers. Phase 2 requires domain logic implementation."))
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[critical-next-actions]
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actions = [
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"Implement core domain logic in src/core/",
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"Write first end-to-end example with real input",
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"Begin Idris2 formal proofs for domain-specific invariants",
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]
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(critical-next-actions
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(action "Implement core domain logic in src/core/")
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(action "Write first end-to-end example with real input")
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(action "Begin Idris2 formal proofs for domain-specific invariants")))
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[maintenance-status]
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last-run-utc = "2026-03-21T00:00:00Z"
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last-result = "unknown" # unknown | pass | warn | fail

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