diff --git a/.agents/skills/ptf-generate/references/generation-checklist.md b/.agents/skills/ptf-generate/references/generation-checklist.md
index cc108d7..b0fb39a 100644
--- a/.agents/skills/ptf-generate/references/generation-checklist.md
+++ b/.agents/skills/ptf-generate/references/generation-checklist.md
@@ -19,15 +19,15 @@ Run the relevant project gates after
 `cargo run --manifest-path codegen/Cargo.toml -- generate`:
 
 ```sh
-just codegen::format
-just codegen::lint
-just codegen::test
-just rust::format
-just rust::lint
-just rust::test
-just python::test
-just python::lint
-just python::format
+mise run codegen:format
+mise run codegen:lint
+mise run codegen:test
+mise run rust:format
+mise run rust:lint
+mise run rust:test
+mise run python:format
+mise run python:lint
+mise run python:test
 ```
 
 Run `cargo run --manifest-path codegen/Cargo.toml -- generate` a second time and
diff --git a/.github/scripts/check-version.py b/.github/scripts/check-version.py
index 4d322a7..59dcdcd 100644
--- a/.github/scripts/check-version.py
+++ b/.github/scripts/check-version.py
@@ -1,31 +1,31 @@
 import re
 import runpy
 import sys
+import tomllib
 from pathlib import Path
 
-import tomllib
 
-expected = sys.argv[1].removeprefix("v")
+expected = sys.argv[1].removeprefix('v')
 
-with Path("targets/ptfkit-rs/Cargo.toml").open("rb") as file:
-    rust = tomllib.load(file)["package"]["version"]
+with Path('targets/ptfkit-rs/Cargo.toml').open('rb') as file:
+    rust = tomllib.load(file)['package']['version']
 
-python = runpy.run_path("targets/ptfkit-py/src/ptfkit/_version.py")["__version__"]
+python = runpy.run_path('targets/ptfkit-py/src/ptfkit/_version.py')['__version__']
 
-native_source = Path("targets/ptfkit-native/cmake/ptfkitVersion.cmake").read_text()
+native_source = Path('targets/ptfkit-native/cmake/ptfkitVersion.cmake').read_text()
 match = re.fullmatch(
-    r"# @generated by ptfkit-codegen; do not edit\.\n"
+    r'# @generated by ptfkit-codegen; do not edit\.\n'
     r'set\(PTFKIT_VERSION "([^"]+)"\)\n?',
     native_source,
 )
 if match is None:
-    raise SystemExit("failed to read native version")
+    message = 'failed to read native version'
+    raise SystemExit(message)
 native = match.group(1)
 
-versions = {"rust": rust, "python": python, "native": native}
-mismatches = {
-    name: version for name, version in versions.items() if version != expected
-}
+versions = {'rust': rust, 'python': python, 'native': native}
+mismatches = {name: version for name, version in versions.items() if version != expected}
 if mismatches:
-    details = ", ".join(f"{name}={version}" for name, version in mismatches.items())
-    raise SystemExit(f"version mismatch for tag {expected}: {details}")
+    details = ', '.join(f'{name}={version}' for name, version in mismatches.items())
+    message = f'version mismatch for tag {expected}: {details}'
+    raise SystemExit(message)
diff --git a/.github/scripts/ruff.toml b/.github/scripts/ruff.toml
new file mode 100644
index 0000000..4182d88
--- /dev/null
+++ b/.github/scripts/ruff.toml
@@ -0,0 +1,4 @@
+extend = "../../ruff.toml"
+
+[lint]
+ignore = ["INP001"]
diff --git a/.github/workflows/pr.yaml b/.github/workflows/ci.yaml
similarity index 81%
rename from .github/workflows/pr.yaml
rename to .github/workflows/ci.yaml
index aa9a8b8..557f4f1 100644
--- a/.github/workflows/pr.yaml
+++ b/.github/workflows/ci.yaml
@@ -1,4 +1,4 @@
-name: PR Checks
+name: CI
 
 on:
   push:
@@ -18,7 +18,7 @@ jobs:
       - name: Checkout
         uses: actions/checkout@v7
 
-      - name: Install uv
+      - name: Set up uv
         uses: astral-sh/setup-uv@v10.0.1
         with:
           enable-cache: true
@@ -34,16 +34,13 @@ jobs:
       - name: Checkout
         uses: actions/checkout@v7
 
-      - name: Set up Rust
-        uses: dtolnay/rust-toolchain@stable
+      - name: Set up uv cache
+        uses: astral-sh/setup-uv@v10.0.1
         with:
-          components: clippy, rustfmt
+          enable-cache: true
 
-      - name: Install clang-format
-        uses: awalsh128/cache-apt-pkgs-action@v1
-        with:
-          packages: clang-format
-          version: 1.0
+      - name: Set up development toolchains
+        uses: jdx/mise-action@v4
 
       - name: Cache Rust dependencies and codegen artifacts
         uses: Swatinem/rust-cache@v2
@@ -54,16 +51,6 @@ jobs:
       - name: Set up Rust problem matchers
         uses: r7kamura/rust-problem-matchers@v1
 
-      - name: Set up Python
-        uses: actions/setup-python@v7
-        with:
-          python-version-file: targets/ptfkit-py/pyproject.toml
-
-      - name: Install uv
-        uses: astral-sh/setup-uv@v10.0.1
-        with:
-          enable-cache: true
-
       - name: Check ptfkit-py uv.lock
         run: uv lock --project targets/ptfkit-py --check
 
@@ -88,21 +75,26 @@ jobs:
         continue-on-error: true
         run: cargo test --manifest-path codegen/Cargo.toml
 
-      - name: Check ptfkit-py lint
+      - name: Check Python target and GitHub script lint
         id: ptfkit-py-lint
         continue-on-error: true
-        run: uv run --directory targets/ptfkit-py --no-sync ruff check --output-format=github
+        run: ruff check targets/ptfkit-py .github/scripts --output-format=github
 
-      - name: Check ptfkit-py formatting
+      - name: Check Python target and GitHub script formatting
         id: ptfkit-py-format
         continue-on-error: true
-        run: uv run --directory targets/ptfkit-py --no-sync ruff format --check --output-format=github
+        run: ruff format targets/ptfkit-py .github/scripts --check --output-format=github
 
       - name: Check ptfkit-py types
         id: ptfkit-py-typescheck
         continue-on-error: true
         run: uv run --directory targets/ptfkit-py --no-sync ty check --output-format=github
 
+      - name: Check GitHub script types
+        id: github-script-typescheck
+        continue-on-error: true
+        run: ty check .github/scripts --output-format=github
+
       - name: Check ptfkit-rs formatting
         id: ptfkit-rs-format
         continue-on-error: true
@@ -133,6 +125,7 @@ jobs:
           steps.ptfkit-py-lint.outcome == 'failure' ||
           steps.ptfkit-py-format.outcome == 'failure' ||
           steps.ptfkit-py-typescheck.outcome == 'failure' ||
+          steps.github-script-typescheck.outcome == 'failure' ||
           steps.ptfkit-rs-format.outcome == 'failure' ||
           steps.c-family-format.outcome == 'failure' ||
           steps.ptfkit-rs-lint.outcome == 'failure' ||
@@ -150,16 +143,16 @@ jobs:
       - name: Checkout
         uses: actions/checkout@v7
 
+      - name: Set up uv
+        uses: astral-sh/setup-uv@v10.0.1
+        with:
+          enable-cache: true
+
       - uses: actions/setup-python@v7
         with:
           python-version: ${{ matrix.python-version }}
           allow-prereleases: true
 
-      - name: Install uv
-        uses: astral-sh/setup-uv@v10.0.1
-        with:
-          enable-cache: true
-
       - name: Run pytest
         run: uv run --directory targets/ptfkit-py pytest --no-cov
 
@@ -174,10 +167,13 @@ jobs:
       - name: Checkout
         uses: actions/checkout@v7
 
+      - name: Set up development toolchains
+        uses: jdx/mise-action@v4
+
       - name: Configure ptfkit-native
         run: >
           cmake -S targets/ptfkit-native -B targets/ptfkit-native/build
-          -DBUILD_TESTING=ON -DPTFKIT_BUILD_CPP_MODULES=ON
+          -GNinja -DBUILD_TESTING=ON -DPTFKIT_BUILD_CPP_MODULES=ON
 
       - name: Build ptfkit-native
         run: cmake --build targets/ptfkit-native/build
@@ -192,13 +188,13 @@ jobs:
       - name: Checkout
         uses: actions/checkout@v7
 
-      - name: Install uv
+      - name: Set up development toolchains
+        uses: jdx/mise-action@v4
+
+      - name: Set up uv cache
         uses: astral-sh/setup-uv@v10.0.1
         with:
           enable-cache: true
-          cache-dependency-glob: |
-            docs/pyproject.toml
-            docs/uv.lock
 
       - name: Check documentation lock
         run: uv lock --project docs --check
@@ -206,11 +202,20 @@ jobs:
       - name: Sync documentation environment
         run: uv sync --project docs --frozen
 
+      - name: Check documentation lint
+        run: ruff check docs --output-format=github
+
+      - name: Check documentation formatting
+        run: ruff format docs --check --output-format=github
+
+      - name: Check documentation types
+        run: uv run --directory docs --no-sync ty check --output-format=github
+
       - name: Build documentation
         run: uv --directory=docs run mkdocs build --strict --config-file mkdocs.yml
 
   summary:
-    name: PR Checks Summary
+    name: CI Summary
     runs-on: ubuntu-latest
     if: always()
     needs: [code-quality, docs, native, pytest]
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index caad5bb..2251028 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -16,7 +16,7 @@ repos:
         language: system
         entry: cargo
         args: [run, --manifest-path, codegen/Cargo.toml, generate]
-        files: '^(codegen/|specs/|targets/ptfkit-(rs|py)/src/)'
+        files: '^(codegen/|specs/|targets/)'
         pass_filenames: false
       - id: rustfmt-codegen
         name: rustfmt codegen
@@ -37,36 +37,62 @@ repos:
         language: system
         entry: clang-format
         args: [--style=file, -i]
-        files: '\\.(c|h|cc|cpp|cppm|cxx|hpp)$'
-      - id: uv-lock
-        name: uv lock
+        files: '\.(c|h|cc|cpp|cppm|cxx|hpp)$'
+      - id: uv-lock-ptfkit-py
+        name: uv lock ptfkit-py
         language: system
         entry: uv
         args: [--project, targets/ptfkit-py, lock, --check]
-        files: .*(uv\.lock|pyproject\.toml|uv\.toml)$
+        files: '^targets/ptfkit-py/(uv\.lock|pyproject\.toml|uv\.toml)$'
         pass_filenames: false
-      - id: uv-sync
-        name: uv sync
+      - id: uv-sync-ptfkit-py
+        name: uv sync ptfkit-py
         language: system
         entry: uv
-        args: [--project, targets/ptfkit-py, sync, --frozen, --all-groups, --all-extras, --all-packages]
+        args: [--project, targets/ptfkit-py, sync, --frozen]
+        always_run: true
+        pass_filenames: false
+      - id: uv-lock-docs
+        name: uv lock docs
+        language: system
+        entry: uv
+        args: [--project, docs, lock, --check]
+        files: '^docs/(uv\.lock|pyproject\.toml|uv\.toml)$'
+        pass_filenames: false
+      - id: uv-sync-docs
+        name: uv sync docs
+        language: system
+        entry: uv
+        args: [--project, docs, sync, --frozen]
         always_run: true
         pass_filenames: false
       - id: ruff-check
         name: ruff check
         language: system
-        entry: uv
-        args: [--project, targets/ptfkit-py, run, --no-sync, ruff, check, --fix]
+        entry: ruff
+        args: [check, --fix]
         types: [file, python]
       - id: ruff-format
         name: ruff format
         language: system
-        entry: uv
-        args: [--project, targets/ptfkit-py, run, --no-sync, ruff, format]
+        entry: ruff
+        args: [format]
         types: [file, python]
-      - id: ty-check
-        name: ty check
+      - id: ty-check-python
+        name: ty check ptfkit-py
         language: system
-        entry: uv
-        args: [--project, targets/ptfkit-py, run, --no-sync, ty, check]
+        entry: ty
+        args: [check, --project, targets/ptfkit-py]
         files: '^targets/ptfkit-py/.*\.py$'
+      - id: ty-check-docs
+        name: ty check documentation
+        language: system
+        entry: uv
+        args: [--project, docs, run, --no-sync, ty, check]
+        files: '^docs/.*\.py$'
+      - id: ty-check-github
+        name: ty check GitHub scripts
+        language: system
+        entry: ty
+        args: [check]
+        files: '^\.github/scripts/.*\.py$'
diff --git a/Justfile b/Justfile
deleted file mode 100644
index ef23761..0000000
--- a/Justfile
+++ /dev/null
@@ -1,43 +0,0 @@
-set default-list := true
-
-[windows]
-set shell := ["powershell.exe", "-NoLogo", "-Command"]
-
-mod codegen
-mod native 'targets/ptfkit-native'
-mod python 'targets/ptfkit-py'
-mod rust 'targets/ptfkit-rs'
-
-# Validate all PTF specifications without generating targets.
-[working-directory: 'codegen']
-@validate:
-    cargo run validate
-
-# Generate target sources from validated PTF specifications.
-[working-directory: 'codegen']
-@generate:
-    cargo run generate
-
-# Regenerate all codegen-owned files and fail if any output drifts.
-[working-directory: 'codegen']
-@check-generated:
-    cargo run check-generated
-
-# Set the package version and refresh dependent lockfiles.
-@version value:
-    cargo run --manifest-path codegen/Cargo.toml -- version {{quote(value)}}
-    cargo check --manifest-path targets/ptfkit-rs/Cargo.toml --quiet
-    uv lock --project targets/ptfkit-py
-
-# Run the complete test suite for all project components.
-[parallel]
-test: codegen::test native::test python::test rust::test
-
-# Run the component verification suites in parallel.
-[parallel]
-verify: codegen::verify native::verify python::verify rust::verify
-
-# Build the documentation site or serve it locally with strict validation.
-[arg('command', pattern='build|serve')]
-@docs command:
-    uv --directory=docs run mkdocs {{command}} --strict
diff --git a/README.md b/README.md
index a45814f..4a79763 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
 # ptfkit
 
-[![CI](https://img.shields.io/github/actions/workflow/status/AgroDT/ptfkit/pr.yaml?branch=main)](https://github.com/AgroDT/ptfkit/actions/workflows/pr.yaml)
+[![CI](https://img.shields.io/github/actions/workflow/status/AgroDT/ptfkit/ci.yaml?branch=main)](https://github.com/AgroDT/ptfkit/actions/workflows/ci.yaml)
 [![Documentation](https://img.shields.io/github/actions/workflow/status/AgroDT/ptfkit/deploy-docs.yaml?label=docs)](https://agrodt.github.io/ptfkit/)
 [![PyPI version](https://img.shields.io/pypi/v/ptfkit)](https://pypi.org/project/ptfkit/)
 [![crates.io version](https://img.shields.io/crates/v/ptfkit)](https://crates.io/crates/ptfkit)
diff --git a/codegen/justfile b/codegen/justfile
deleted file mode 100644
index 2183562..0000000
--- a/codegen/justfile
+++ /dev/null
@@ -1,19 +0,0 @@
-set default-list := true
-
-[windows]
-set shell := ["powershell.exe", "-NoLogo", "-Command"]
-
-# Run Clippy with warnings treated as errors.
-lint:
-    cargo clippy --all-targets -- -D warnings
-
-# Check Rust source formatting.
-format:
-    cargo fmt --all --check
-
-# Run code generator unit and integration tests.
-test:
-	cargo test
-
-# Run all code generator quality checks.
-verify: format lint test
diff --git a/codegen/src/output/write.rs b/codegen/src/output/write.rs
index e862c7b..cc15cd4 100644
--- a/codegen/src/output/write.rs
+++ b/codegen/src/output/write.rs
@@ -251,8 +251,8 @@ pub(super) fn format_rust(paths: &[PathBuf]) -> Result<()> {
 
 pub(super) fn format_python(root: &Path, paths: &[PathBuf]) -> Result<()> {
     run(
-        "uv",
-        &["run", "--no-sync", "ruff", "format"],
+        "ruff",
+        &["format"],
         paths,
         Some(&root.join("targets/ptfkit-py")),
     )
diff --git a/codegen/tasks.toml b/codegen/tasks.toml
new file mode 100644
index 0000000..8a0d533
--- /dev/null
+++ b/codegen/tasks.toml
@@ -0,0 +1,18 @@
+["codegen:lint"]
+description = "Run Clippy for the code generator"
+dir = "codegen"
+run = "cargo clippy --all-targets -- -D warnings"
+
+["codegen:format"]
+description = "Check code generator Rust formatting"
+dir = "codegen"
+run = "cargo fmt --all --check"
+
+["codegen:test"]
+description = "Run code generator tests"
+dir = "codegen"
+run = "cargo test"
+
+["codegen:verify"]
+description = "Run all code generator quality checks"
+depends = ["codegen:format", "codegen:lint", "codegen:test"]
diff --git a/docs/src/contributing/development.md b/docs/src/contributing/development.md
index dc04efa..ef4bec0 100644
--- a/docs/src/contributing/development.md
+++ b/docs/src/contributing/development.md
@@ -24,11 +24,25 @@ the [PTF source specification guide](../ptf-catalog/index.md).
 
 ## Toolchains and dependencies
 
-Install Rust using your preferred method or via [rustup](https://rustup.rs/),
-and install [`uv`](https://docs.astral.sh/uv/getting-started/installation/).
-We also recommend to install [`just`](https://just.systems/) for running
-repository commands. The native target also requires CMake and a
-C11/C++20 compiler.
+Install [Mise](https://mise.jdx.dev/getting-started/) and activate it in your
+shell. `mise.toml` is the source of truth for the pinned Rust, uv, CMake,
+Ninja, Clang, Ruff, ty, and prek toolchains; `mise.lock` records their resolved
+downloads and checksums. The native target requires the C11/C++20 compiler
+provided by Clang.
+
+From the repository root, trust the repository configuration and install the
+pinned toolchains:
+
+```sh
+mise trust
+mise install
+```
+
+Install the Git hook shim once the `prek` toolchain is available:
+
+```sh
+prek install
+```
 
 Use `cargo` to manage dependencies for the codegen and Rust target, and use `uv`
 to manage the Python environment. Add, update, or remove dependencies through
@@ -38,20 +52,34 @@ these tools instead of manually editing dependency lists in `pyproject.toml` or
 Prepare the Python environment with:
 
 ```sh
-just python::sync
+mise run python:sync
+```
+
+List the available project tasks with `mise tasks ls`, inspect one with
+`mise tasks info <task>`, and run one with `mise run <task>`. For example:
+
+```sh
+mise tasks ls
+mise run python:test
 ```
 
+To update a toolchain, change its exact version in `mise.toml`, regenerate the
+corresponding lock entry with `mise lock <tool>`, and install it locally with
+`mise install <tool>`. Commit both `mise.toml` and `mise.lock`; do not edit the
+lockfile by hand. Use `mise lock` without a tool name to refresh every existing
+lock entry.
+
 ## Specifications and generated targets
 
 The [PTF source specification guide](../ptf-catalog/index.md) explains the
 scientific information represented by each YAML file. The JSON Schema and
-`just validate` define the complete structural and semantic contract.
+`mise run validate` define the complete structural and semantic contract.
 
 Do not edit generated target sources, tests, the PTF catalog, or generated API
 reference pages directly. Regenerate every target and the PTF catalog with:
 
 ```sh
-just generate
+mise run generate
 ```
 
 A second generation run must leave the working tree unchanged.
@@ -59,7 +87,7 @@ A second generation run must leave the working tree unchanged.
 To check this across every codegen-owned target family, run:
 
 ```sh
-just check-generated
+mise run check-generated
 ```
 
 The command regenerates the targets through the normal pipeline and reports
@@ -104,20 +132,20 @@ Use the smallest relevant checks while iterating. Before submitting changes that
 affect multiple targets, run the complete target verification suite:
 
 ```sh
-just verify
+mise run verify
 ```
 
 For a narrower change, run the component verification suite:
 
 ```sh
-just codegen::verify
-just rust::verify
-just native::verify
-just python::verify
+mise run codegen:verify
+mise run rust:verify
+mise run native:verify
+mise run python:verify
 ```
 
 Each component `verify` runs all of its format, lint, type-checking, and test
-checks. `just test` runs only the target test suites together. Python tests
+checks. `mise run test` runs only the target test suites together. Python tests
 build the local native extension before exercising the public API.
 
 ## Documentation
@@ -125,11 +153,11 @@ build the local native extension before exercising the public API.
 Build or serve the site through the locked MkDocs environment:
 
 ```sh
-just docs build
-just docs serve
+mise run docs:build
+mise run docs:serve
 ```
 
-Run `just generate` before building documentation if specifications or codegen
+Run `mise run generate` before building documentation if specifications or codegen
 changed.
 
 The MkDocs configuration is `docs/mkdocs.yml`; it renders `docs/src/` into
diff --git a/docs/tasks.toml b/docs/tasks.toml
new file mode 100644
index 0000000..6109d30
--- /dev/null
+++ b/docs/tasks.toml
@@ -0,0 +1,26 @@
+["docs:build"]
+description = "Build the documentation site with strict validation"
+dir = "docs"
+run = "uv run mkdocs build --strict"
+
+["docs:serve"]
+description = "Serve the documentation site with strict validation"
+dir = "docs"
+run = "uv run mkdocs serve --strict"
+
+["docs:lint"]
+description = "Run Ruff lint checks for documentation Python sources"
+run = "ruff check docs"
+
+["docs:format"]
+description = "Check documentation Python source formatting"
+run = "ruff format docs --check"
+
+["docs:typecheck"]
+description = "Run ty for documentation Python sources"
+dir = "docs"
+run = "uv run --no-sync ty check"
+
+["docs:verify"]
+description = "Run documentation quality checks and build the site"
+depends = ["docs:lint", "docs:format", "docs:typecheck", "docs:build"]
diff --git a/mise.lock b/mise.lock
new file mode 100644
index 0000000..68f7851
--- /dev/null
+++ b/mise.lock
@@ -0,0 +1,907 @@
+# @generated - this file is auto-generated by `mise lock` https://mise.jdx.dev/dev-tools/mise-lock.html
+
+[conda-packages.linux-arm64."_openmp_mutex-4.5-20_gnu"]
+url = "https://conda.anaconda.org/conda-forge/linux-aarch64/_openmp_mutex-4.5-20_gnu.conda"
+checksum = "sha256:a2527b1d81792a0ccd2c05850960df119c2b6d8f5fdec97f2db7d25dc23b1068"
+
+[conda-packages.linux-arm64."binutils-2.46.1-default_hf1166c9_102"]
+url = "https://conda.anaconda.org/conda-forge/linux-aarch64/binutils-2.46.1-default_hf1166c9_102.conda"
+checksum = "sha256:548d128bc257badd2d9dbdff8173eb693fcbec84ceeb0fa74cbfed141ed42ad9"
+
+[conda-packages.linux-arm64."binutils_impl_linux-aarch64-2.46.1-default_h5f4c503_102"]
+url = "https://conda.anaconda.org/conda-forge/linux-aarch64/binutils_impl_linux-aarch64-2.46.1-default_h5f4c503_102.conda"
+checksum = "sha256:eebe159bf600943552e4319ff4ce27b6a2dadf0dcc5443e76dcee9259a408e11"
+
+[conda-packages.linux-arm64."clang-22-22.1.8-default_h224c185_8"]
+url = "https://conda.anaconda.org/conda-forge/linux-aarch64/clang-22-22.1.8-default_h224c185_8.conda"
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+url_api = "https://api.github.com/repos/astral-sh/ty/releases/assets/512259670"
+provenance = "github-attestations"
+
+[tools.ty."platforms.linux-arm64-musl"]
+checksum = "sha256:e871417144b8996168f5c29f1d2552ac5b2ad838306c778cdef3a8f3d3a4631f"
+url = "https://github.com/astral-sh/ty/releases/download/0.0.71/ty-aarch64-unknown-linux-musl.tar.gz"
+url_api = "https://api.github.com/repos/astral-sh/ty/releases/assets/512259670"
+provenance = "github-attestations"
+
+[tools.ty."platforms.linux-x64"]
+checksum = "sha256:c4396992f52a8401b8bae623e66d287edf33c2c03d9ad31d1b7fd72326243066"
+url = "https://github.com/astral-sh/ty/releases/download/0.0.71/ty-x86_64-unknown-linux-musl.tar.gz"
+url_api = "https://api.github.com/repos/astral-sh/ty/releases/assets/512259728"
+provenance = "github-attestations"
+
+[tools.ty."platforms.linux-x64-musl"]
+checksum = "sha256:c4396992f52a8401b8bae623e66d287edf33c2c03d9ad31d1b7fd72326243066"
+url = "https://github.com/astral-sh/ty/releases/download/0.0.71/ty-x86_64-unknown-linux-musl.tar.gz"
+url_api = "https://api.github.com/repos/astral-sh/ty/releases/assets/512259728"
+provenance = "github-attestations"
+
+[tools.ty."platforms.macos-arm64"]
+checksum = "sha256:9b59a9bd1ea39318de73684899b7787d6a23c04d0c1e48b8463ababc127ec307"
+url = "https://github.com/astral-sh/ty/releases/download/0.0.71/ty-aarch64-apple-darwin.tar.gz"
+url_api = "https://api.github.com/repos/astral-sh/ty/releases/assets/512259653"
+provenance = "github-attestations"
+
+[tools.ty."platforms.macos-x64"]
+checksum = "sha256:a25c9a8a4feaf10cb6a15264c23de2d35e7af4db88d1ffe8e5994ca2befb41a9"
+url = "https://github.com/astral-sh/ty/releases/download/0.0.71/ty-x86_64-apple-darwin.tar.gz"
+url_api = "https://api.github.com/repos/astral-sh/ty/releases/assets/512259715"
+provenance = "github-attestations"
+
+[tools.ty."platforms.windows-x64"]
+checksum = "sha256:8bcb2ca989be239d4f0cafaf6da07564069a57b434f5041569359319dd9fc9a0"
+url = "https://github.com/astral-sh/ty/releases/download/0.0.71/ty-x86_64-pc-windows-msvc.zip"
+url_api = "https://api.github.com/repos/astral-sh/ty/releases/assets/512259718"
+provenance = "github-attestations"
+
+[[tools.uv]]
+version = "0.12.3"
+backend = "aqua:astral-sh/uv"
+
+[tools.uv."platforms.linux-arm64"]
+checksum = "sha256:fa513fca1eb2913334c944fe9adbdd410274a1cbe8dd05d03699a9eb85311d4e"
+url = "https://github.com/astral-sh/uv/releases/download/0.12.3/uv-aarch64-unknown-linux-musl.tar.gz"
+url_api = "https://api.github.com/repos/astral-sh/uv/releases/assets/505387718"
+provenance = "github-attestations"
+
+[tools.uv."platforms.linux-arm64-musl"]
+checksum = "sha256:fa513fca1eb2913334c944fe9adbdd410274a1cbe8dd05d03699a9eb85311d4e"
+url = "https://github.com/astral-sh/uv/releases/download/0.12.3/uv-aarch64-unknown-linux-musl.tar.gz"
+url_api = "https://api.github.com/repos/astral-sh/uv/releases/assets/505387718"
+provenance = "github-attestations"
+
+[tools.uv."platforms.linux-x64"]
+checksum = "sha256:0643b9fb8c9fb27458e709ce6ff939695013c41975ff7b02d3f3b138d8d4bdb3"
+url = "https://github.com/astral-sh/uv/releases/download/0.12.3/uv-x86_64-unknown-linux-musl.tar.gz"
+url_api = "https://api.github.com/repos/astral-sh/uv/releases/assets/505387821"
+provenance = "github-attestations"
+
+[tools.uv."platforms.linux-x64-musl"]
+checksum = "sha256:0643b9fb8c9fb27458e709ce6ff939695013c41975ff7b02d3f3b138d8d4bdb3"
+url = "https://github.com/astral-sh/uv/releases/download/0.12.3/uv-x86_64-unknown-linux-musl.tar.gz"
+url_api = "https://api.github.com/repos/astral-sh/uv/releases/assets/505387821"
+provenance = "github-attestations"
+
+[tools.uv."platforms.macos-arm64"]
+checksum = "sha256:546f7f8a6c70ff13a3a9d2bc958db3427298cebf3e0cb756f9177133b7068843"
+url = "https://github.com/astral-sh/uv/releases/download/0.12.3/uv-aarch64-apple-darwin.tar.gz"
+url_api = "https://api.github.com/repos/astral-sh/uv/releases/assets/505387707"
+provenance = "github-attestations"
+
+[tools.uv."platforms.macos-x64"]
+checksum = "sha256:4c9f52262a14da336e4a42ed24992d12d0c956acde87619e4611d321dffa602b"
+url = "https://github.com/astral-sh/uv/releases/download/0.12.3/uv-x86_64-apple-darwin.tar.gz"
+url_api = "https://api.github.com/repos/astral-sh/uv/releases/assets/505387807"
+provenance = "github-attestations"
+
+[tools.uv."platforms.windows-x64"]
+checksum = "sha256:b23350c79e8ad0192b8124af13a0f17e8d4e4549524785e1aef389ae5a06990e"
+url = "https://github.com/astral-sh/uv/releases/download/0.12.3/uv-x86_64-pc-windows-msvc.zip"
+url_api = "https://api.github.com/repos/astral-sh/uv/releases/assets/505387809"
+provenance = "github-attestations"
diff --git a/mise.toml b/mise.toml
new file mode 100644
index 0000000..dc9b044
--- /dev/null
+++ b/mise.toml
@@ -0,0 +1,53 @@
+[settings]
+lockfile = true
+
+[tools]
+rust = { version = "stable", components = ["rustfmt", "clippy"] }
+uv = "0.12.3"
+cmake = "4.4.2"
+ninja = "1.13.2"
+clang = "22.1.8"
+ruff = "0.16.1"
+ty = "0.0.71"
+prek = "0.4.12"
+
+[task_config]
+includes = [
+    "docs/tasks.toml",
+    "codegen/tasks.toml",
+    "targets/ptfkit-native/tasks.toml",
+    "targets/ptfkit-py/tasks.toml",
+    "targets/ptfkit-rs/tasks.toml",
+]
+
+[tasks.validate]
+description = "Validate all PTF specifications without generating targets"
+dir = "codegen"
+run = "cargo run validate"
+
+[tasks.generate]
+description = "Generate target sources from validated PTF specifications"
+dir = "codegen"
+run = "cargo run generate"
+
+[tasks.generate-check]
+description = "Regenerate codegen-owned files and fail on output drift"
+dir = "codegen"
+run = "cargo run check-generated"
+
+[tasks.version]
+description = "Set the package version and refresh dependent lockfiles"
+usage = 'arg "<version>" help="Package version"'
+run = [
+  'cargo run --manifest-path codegen/Cargo.toml -- version "{{ usage.version }}"',
+  "cargo check --manifest-path targets/ptfkit-rs/Cargo.toml --quiet",
+  "uv lock --project targets/ptfkit-py",
+]
+
+[tasks.test]
+description = "Run the complete target test suite"
+depends = ["codegen:test", "native:test", "python:test", "rust:test"]
+
+[tasks.verify]
+description = "Run all component verification suites"
+depends = ["codegen:verify", "native:verify", "python:verify", "rust:verify"]
diff --git a/ruff.toml b/ruff.toml
index 6425c4a..382dc73 100644
--- a/ruff.toml
+++ b/ruff.toml
@@ -19,4 +19,3 @@ quote-style = "single"
 
 [lint.isort]
 lines-after-imports = 2
-known-first-party = ["ptfkit"]
diff --git a/targets/ptfkit-native/README.md b/targets/ptfkit-native/README.md
index 1d633d1..4592633 100644
--- a/targets/ptfkit-native/README.md
+++ b/targets/ptfkit-native/README.md
@@ -7,9 +7,14 @@ The native ptfkit distribution provides:
 
 ## Install from a release archive
 
-Versioned native source archives are attached to each [GitHub Release](https://github.com/AgroDT/ptfkit/releases). For a release `vX.Y.Z`, download `ptfkit-native-X.Y.Z.tar.gz`, extract the archive, and build it with CMake. A matching `.sha256` file is provided for optional checksum verification.
-
-The archives are generated by the release workflow and carry GitHub build-provenance attestations.
+Versioned native source archives are attached to each
+[GitHub Release](https://github.com/AgroDT/ptfkit/releases).
+For a release `vX.Y.Z`, download `ptfkit-native-X.Y.Z.tar.gz`, extract the
+archive, and build it with CMake. A matching `.sha256` file is provided for
+optional checksum verification.
+
+The archives are generated by the release workflow and carry GitHub
+build-provenance attestations.
 
 ## Build and install
 
diff --git a/targets/ptfkit-native/justfile b/targets/ptfkit-native/justfile
deleted file mode 100644
index 85d8a89..0000000
--- a/targets/ptfkit-native/justfile
+++ /dev/null
@@ -1,37 +0,0 @@
-set default-list := true
-set unstable
-set lists
-
-[windows]
-set shell := ["powershell.exe", "-NoLogo", "-Command"]
-
-build_dir := 'build'
-cmake_generator := if which("ninja") {
-    "Ninja"
-} else {
-    []
-}
-
-# Configure the native build with tests enabled.
-[env("CMAKE_GENERATOR", cmake_generator)]
-configure:
-	cmake -S . -B "{{build_dir}}" -DBUILD_TESTING=ON
-
-# Build the native target.
-build: configure
-	cmake --build "{{build_dir}}"
-
-# Build and run native CTest tests.
-test: build
-	ctest --test-dir "{{build_dir}}" --output-on-failure
-
-# Check C and C++ source formatting.
-format:
-	git ls-files -z -- '*.c' '*.h' '*.cc' '*.cpp' '*.cppm' '*.cxx' '*.hpp' | xargs -0 --no-run-if-empty clang-format --style=file --dry-run --Werror
-
-# Run all native target quality checks.
-verify: format test
-
-# Remove generated native build artifacts.
-clean:
-    rm -rf "{{build_dir}}"
diff --git a/targets/ptfkit-native/tasks.toml b/targets/ptfkit-native/tasks.toml
new file mode 100644
index 0000000..61e1247
--- /dev/null
+++ b/targets/ptfkit-native/tasks.toml
@@ -0,0 +1,30 @@
+["native:configure"]
+description = "Configure the native build with tests enabled"
+dir = "targets/ptfkit-native"
+run = 'cmake -S . -B build -GNinja -DBUILD_TESTING=ON'
+
+["native:build"]
+description = "Build the native target"
+depends = ["native:configure"]
+dir = "targets/ptfkit-native"
+run = 'cmake --build build'
+
+["native:test"]
+description = "Build and run native CTest tests"
+depends = ["native:build"]
+dir = "targets/ptfkit-native"
+run = 'ctest --test-dir build --output-on-failure'
+
+["native:format"]
+description = "Check C and C++ source formatting"
+run = "git ls-files -z -- '*.c' '*.h' '*.cc' '*.cpp' '*.cppm' '*.cxx' '*.hpp' | xargs -0 --no-run-if-empty clang-format --style=file --dry-run --Werror"
+run_windows = "& { $files = git ls-files -- '*.c' '*.h' '*.cc' '*.cpp' '*.cppm' '*.cxx' '*.hpp'; if ($files) { clang-format --style=file --dry-run --Werror $files } }"
+
+["native:verify"]
+description = "Run all native target quality checks"
+depends = ["native:format", "native:test"]
+
+["native:clean"]
+description = "Remove native build artifacts"
+dir = "targets/ptfkit-native"
+run = "cmake -E rm -rf build"
diff --git a/targets/ptfkit-py/justfile b/targets/ptfkit-py/justfile
deleted file mode 100644
index b758469..0000000
--- a/targets/ptfkit-py/justfile
+++ /dev/null
@@ -1,47 +0,0 @@
-set default-list := true
-
-[windows]
-set shell := ["powershell.exe", "-NoLogo", "-Command"]
-
-# Synchronize the locked Python development environment.
-sync:
-	uv sync --frozen --all-groups
-
-# Verify that the Python lockfile is current.
-lock:
-	uv lock --check
-
-# Build Python source and wheel distributions.
-build:
-	uv build
-
-# Run the Python test suite.
-test:
-	uv run --no-sync pytest
-
-# Run Ruff lint checks.
-lint:
-	uv run --no-sync ruff check
-
-# Apply safe Ruff lint fixes.
-lint-fix:
-	uv run --no-sync ruff check --fix
-
-# Check Python formatting with Ruff.
-format:
-	uv run --no-sync ruff format --check
-
-# Apply Python formatting with Ruff.
-format-fix:
-	uv run --no-sync ruff format
-
-# Run static type checking with ty.
-typecheck:
-	uv run --no-sync ty check
-
-# Apply ty type-checking fixes.
-typecheck-fix:
-	uv run --no-sync ty check --fix
-
-# Run all Python target quality checks.
-verify: lint format typecheck test
diff --git a/targets/ptfkit-py/pyproject.toml b/targets/ptfkit-py/pyproject.toml
index 5da4c61..2171aef 100644
--- a/targets/ptfkit-py/pyproject.toml
+++ b/targets/ptfkit-py/pyproject.toml
@@ -46,11 +46,8 @@ Documentation = "https://agrodt.github.io/ptfkit/"
 
 [dependency-groups]
 dev = [
-    "pre-commit~=4.5",
     "pytest~=9.0",
     "pytest-cov~=7.0",
-    "ruff~=0.14",
-    "ty~=0.0.71",
 ]
 
 [[tool.dynamic-metadata]]
@@ -58,9 +55,6 @@ provider = "scikit_build_core.metadata.regex"
 field = "version"
 input = "src/ptfkit/_version.py"
 
-[tool.ruff]
-extend = "../../ruff.toml"
-
 [tool.pytest.ini_options]
 addopts = "--cov=ptfkit"
 testpaths = ["tests"]
diff --git a/targets/ptfkit-py/ruff.toml b/targets/ptfkit-py/ruff.toml
new file mode 100644
index 0000000..2db4c47
--- /dev/null
+++ b/targets/ptfkit-py/ruff.toml
@@ -0,0 +1,7 @@
+extend = "../../ruff.toml"
+
+[lint.isort]
+known-first-party = ["ptfkit", "_helpers"]
+
+[lint.per-file-ignores]
+"tests/**.py" = ["ANN201", "INP001", "PLR2004", "S101"]
diff --git a/targets/ptfkit-py/tasks.toml b/targets/ptfkit-py/tasks.toml
new file mode 100644
index 0000000..a048fab
--- /dev/null
+++ b/targets/ptfkit-py/tasks.toml
@@ -0,0 +1,53 @@
+["python:sync"]
+description = "Synchronize the locked Python development environment"
+dir = "targets/ptfkit-py"
+run = "uv sync --frozen --all-groups"
+
+["python:lock"]
+description = "Verify that the Python lockfile is current"
+dir = "targets/ptfkit-py"
+run = "uv lock --check"
+
+["python:build"]
+description = "Build Python source and wheel distributions"
+dir = "targets/ptfkit-py"
+run = "uv build"
+
+["python:test"]
+description = "Run the Python test suite"
+dir = "targets/ptfkit-py"
+run = "uv run --no-sync pytest"
+
+["python:lint"]
+description = "Run Ruff lint checks for the Python target"
+dir = "targets/ptfkit-py"
+run = "ruff check"
+
+["python:lint-fix"]
+description = "Apply safe Ruff lint fixes for the Python target"
+dir = "targets/ptfkit-py"
+run = "ruff check --fix"
+
+["python:format"]
+description = "Check Python target formatting"
+dir = "targets/ptfkit-py"
+run = "ruff format --check"
+
+["python:format-fix"]
+description = "Format the Python target"
+dir = "targets/ptfkit-py"
+run = "ruff format"
+
+["python:typecheck"]
+description = "Run ty for the Python target"
+dir = "targets/ptfkit-py"
+run = "ty check"
+
+["python:typecheck-fix"]
+description = "Apply ty fixes for the Python target"
+dir = "targets/ptfkit-py"
+run = "ty check --fix"
+
+["python:verify"]
+description = "Run all Python target quality checks"
+depends = ["python:lint", "python:format", "python:typecheck", "python:test"]
diff --git a/targets/ptfkit-py/tests/ruff.toml b/targets/ptfkit-py/tests/ruff.toml
deleted file mode 100644
index 016f28d..0000000
--- a/targets/ptfkit-py/tests/ruff.toml
+++ /dev/null
@@ -1,4 +0,0 @@
-extend = "../../../ruff.toml"
-
-[lint]
-ignore = ["ANN201", "PLR2004", "S101"]
diff --git a/targets/ptfkit-py/uv.lock b/targets/ptfkit-py/uv.lock
index cac14e9..951db66 100644
--- a/targets/ptfkit-py/uv.lock
+++ b/targets/ptfkit-py/uv.lock
@@ -6,15 +6,6 @@ resolution-markers = [
     "python_full_version < '3.12'",
 ]
 
-[[package]]
-name = "cfgv"
-version = "3.5.0"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/4e/b5/721b8799b04bf9afe054a3899c6cf4e880fcf8563cc71c15610242490a0c/cfgv-3.5.0.tar.gz", hash = "sha256:d5b1034354820651caa73ede66a6294d6e95c1b00acc5e9b098e917404669132", size = 7334, upload-time = "2025-11-19T20:55:51.612Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/db/3c/33bac158f8ab7f89b2e59426d5fe2e4f63f7ed25df84c036890172b412b5/cfgv-3.5.0-py2.py3-none-any.whl", hash = "sha256:a8dc6b26ad22ff227d2634a65cb388215ce6cc96bbcc5cfde7641ae87e8dacc0", size = 7445, upload-time = "2025-11-19T20:55:50.744Z" },
-]
-
 [[package]]
 name = "colorama"
 version = "0.4.6"
@@ -113,33 +104,6 @@ toml = [
     { name = "tomli", marker = "python_full_version <= '3.11'" },
 ]
 
-[[package]]
-name = "distlib"
-version = "0.4.3"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/c9/02/bd72be9134d25ed783ecbbc38a539ffaefbf90c78418c7fb7229600dbac7/distlib-0.4.3.tar.gz", hash = "sha256:f152097224a0ae24be5a0f6bae1b9359af82133bce63f98a95f86cae1aede9ed", size = 615141, upload-time = "2026-06-12T08:04:52.847Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/02/08/9c41fb51ab5b43eb21674aff13df270e8ba6c4b29c8624e328dc7a9482af/distlib-0.4.3-py2.py3-none-any.whl", hash = "sha256:4b0ce306c966eb73bc3a7b6abad017c556dadd92c44701562cd528ac7fde4d5b", size = 470628, upload-time = "2026-06-12T08:04:50.506Z" },
-]
-
-[[package]]
-name = "filelock"
-version = "3.32.2"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/f6/57/3ba6e6cb097f85b855b00163d169f35365f44277df044dcf96d55b8f62a3/filelock-3.32.2.tar.gz", hash = "sha256:c33351e1f49cae33414acbc6d56784e6ecee82514ec90795da1161fc4836b5b8", size = 217172, upload-time = "2026-07-29T22:46:04.895Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/c1/e8/72f8cef9fdfeffe06213fe8508039396ee48daa0e3259457ed766173bfd6/filelock-3.32.2-py3-none-any.whl", hash = "sha256:87dd94cf281e586d135fa51132b8e3d9a598b316e90377a288663c9321036c82", size = 98830, upload-time = "2026-07-29T22:46:03.52Z" },
-]
-
-[[package]]
-name = "identify"
-version = "2.6.19"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/52/63/51723b5f116cc04b061cb6f5a561790abf249d25931d515cd375e063e0f4/identify-2.6.19.tar.gz", hash = "sha256:6be5020c38fcb07da56c53733538a3081ea5aa70d36a156f83044bfbf9173842", size = 99567, upload-time = "2026-04-17T18:39:50.265Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/94/84/d9273cd09688070a6523c4aee4663a8538721b2b755c4962aafae0011e72/identify-2.6.19-py2.py3-none-any.whl", hash = "sha256:20e6a87f786f768c092a721ad107fc9df0eb89347be9396cadf3f4abbd1fb78a", size = 99397, upload-time = "2026-04-17T18:39:49.221Z" },
-]
-
 [[package]]
 name = "iniconfig"
 version = "2.3.0"
@@ -149,15 +113,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/cb/b1/3846dd7f199d53cb17f49cba7e651e9ce294d8497c8c150530ed11865bb8/iniconfig-2.3.0-py3-none-any.whl", hash = "sha256:f631c04d2c48c52b84d0d0549c99ff3859c98df65b3101406327ecc7d53fbf12", size = 7484, upload-time = "2025-10-18T21:55:41.639Z" },
 ]
 
-[[package]]
-name = "nodeenv"
-version = "1.10.0"
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diff --git a/targets/ptfkit-rs/justfile b/targets/ptfkit-rs/justfile
deleted file mode 100644
index 5a25fda..0000000
--- a/targets/ptfkit-rs/justfile
+++ /dev/null
@@ -1,19 +0,0 @@
-set default-list := true
-
-[windows]
-set shell := ["powershell.exe", "-NoLogo", "-Command"]
-
-# Run Clippy with warnings treated as errors.
-lint:
-    cargo clippy --all-targets -- -D warnings
-
-# Check Rust source formatting.
-format:
-    cargo fmt --all --check
-
-# Run the Rust target test suite.
-test:
-	cargo test
-
-# Run all Rust target quality checks.
-verify: format lint test
diff --git a/targets/ptfkit-rs/tasks.toml b/targets/ptfkit-rs/tasks.toml
new file mode 100644
index 0000000..dd20852
--- /dev/null
+++ b/targets/ptfkit-rs/tasks.toml
@@ -0,0 +1,18 @@
+["rust:lint"]
+description = "Run Clippy for the Rust target"
+dir = "targets/ptfkit-rs"
+run = "cargo clippy --all-targets -- -D warnings"
+
+["rust:format"]
+description = "Check Rust target formatting"
+dir = "targets/ptfkit-rs"
+run = "cargo fmt --all --check"
+
+["rust:test"]
+description = "Run the Rust target test suite"
+dir = "targets/ptfkit-rs"
+run = "cargo test"
+
+["rust:verify"]
+description = "Run all Rust target quality checks"
+depends = ["rust:format", "rust:lint", "rust:test"]