diff --git a/.bazelversion b/.bazelversion
new file mode 100644
index 0000000..deeb3d6
--- /dev/null
+++ b/.bazelversion
@@ -0,0 +1 @@
+9.2.0
diff --git a/.bcr/metadata.template.json b/.bcr/metadata.template.json
new file mode 100644
index 0000000..d3aa507
--- /dev/null
+++ b/.bcr/metadata.template.json
@@ -0,0 +1,7 @@
+{
+  "homepage": "https://github.com/jhurliman/best-cpp",
+  "maintainers": [{"github": "jhurliman", "github_user_id": 195374}],
+  "repository": ["github:jhurliman/best-cpp"],
+  "versions": [],
+  "yanked_versions": {}
+}
diff --git a/.bcr/presubmit.yml b/.bcr/presubmit.yml
new file mode 100644
index 0000000..af51592
--- /dev/null
+++ b/.bcr/presubmit.yml
@@ -0,0 +1,11 @@
+matrix:
+  platform: [ubuntu2404, macos_arm64]
+  bazel: ["9.*"]
+tasks:
+  verify_targets:
+    name: Verify library and regression tests
+    platform: ${{ platform }}
+    bazel: ${{ bazel }}
+    build_flags: ["--cxxopt=-std=c++17"]
+    build_targets: ["@best_cpp//:best_cpp"]
+    test_targets: ["@best_cpp//:regression"]
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 2f97691..f5a07eb 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -12,3 +12,30 @@ jobs:
       - uses: actions/checkout@v4
       - run: c++ -std=c++17 -O2 -Wall -Wextra -Wpedantic -pthread -Ibest tests/regression.cpp -o regression && ./regression
       - run: c++ -std=c++17 -O1 -g -fsanitize=address,undefined -fno-omit-frame-pointer -pthread -Ibest tests/regression.cpp -o sanitized && ./sanitized
+
+  cmake:
+    strategy:
+      matrix:
+        os: [ubuntu-latest, windows-latest, macos-latest]
+    runs-on: ${{ matrix.os }}
+    steps:
+      - uses: actions/checkout@v4
+      - run: cmake -S . -B build -DBEST_CPP_BUILD_TESTS=ON -DBEST_CPP_BUILD_CLI=ON -DBEST_CPP_BUILD_BENCHMARKS=ON -DCMAKE_BUILD_TYPE=Release -DCMAKE_INSTALL_PREFIX=${{ github.workspace }}/install
+      - run: cmake --build build --config Release --parallel 4
+      - run: ctest --test-dir build -C Release --output-on-failure
+      - run: cmake --install build --config Release
+      - run: cmake -S examples/cmake-consumer -B consumer-build -DCMAKE_PREFIX_PATH=${{ github.workspace }}/install
+      - run: cmake --build consumer-build --config Release
+      - run: ctest --test-dir consumer-build -C Release --output-on-failure
+  bazel:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+      - uses: actions/setup-node@v4
+        with:
+          node-version: 24
+      - run: npm install --global @bazel/bazelisk@1.28.1
+      - run: bazelisk test //:regression --cxxopt=-std=c++17
+      - run: bazelisk test //:consumer --cxxopt=-std=c++17
+        working-directory: examples/bazel-consumer
+      - run: BAZEL=bazelisk python3 tools/test_bcr.py
diff --git a/.gitignore b/.gitignore
index f55635e..ac9908b 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,4 +1,8 @@
 build*/
 install/
-bazel-*
+/bazel-*
+/examples/bazel-consumer/bazel-*
 .DS_Store
+__pycache__/
+regression
+sanitized
diff --git a/BUILD.bazel b/BUILD.bazel
new file mode 100644
index 0000000..f988339
--- /dev/null
+++ b/BUILD.bazel
@@ -0,0 +1,12 @@
+load("@rules_cc//cc:cc_library.bzl", "cc_library")
+load("@rules_cc//cc:cc_binary.bzl", "cc_binary")
+load("@rules_cc//cc:cc_test.bzl", "cc_test")
+cc_library(
+    name = "best_cpp",
+    hdrs = glob(["best/*.hpp", "best/*.inl"]),
+    strip_include_prefix = "best",
+    visibility = ["//visibility:public"],
+)
+cc_test(name = "regression", srcs = ["tests/regression.cpp"], deps = [":best_cpp"])
+cc_binary(name = "best", srcs = ["best/main.cpp"], deps = [":best_cpp"], tags = ["manual"])
+cc_binary(name = "benchmark", srcs = ["bench/sampler.cpp"], deps = [":best_cpp"], tags = ["manual"])
diff --git a/CHANGELOG.md b/CHANGELOG.md
index fe71088..4ef09ec 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,6 +1,6 @@
 # Changelog
 
-## Unreleased
+## 1.0.0 (prepared, not published)
 
 - Replace speculative parallel proposals with sequential adaptive Metropolis-within-Gibbs. Remove shared random-generator races and proposal-selection bias. Remove the thread-count argument from `AMWG::Init`; callers now pass only the starting state and log-posterior callback.
 - `Sample(n)` records exactly n completed sweeps; `Burn(n)` advances without retaining samples. Adaptation tracks sweeps independently of chain storage. Reinitialization resets the seeded generator and adaptation. Sampling no longer prints progress.
@@ -11,3 +11,6 @@
 - Compute population standard deviation without a temporary allocation. Add numerical, lifecycle, seeded-distribution and independent-chain regression checks.
 
 These corrections change seeded sequences, inference results and invalid-input behavior. Old results should be recomputed. Reproducibility is within the same implementation and standard library; C++ random-distribution algorithms are not portable bit-for-bit.
+
+- Add CMake install/export targets, Bzlmod library and renamed-repository consumers, archive-based registry tests, standalone header checks, optional CLI/benchmark targets and Linux/macOS/Windows CI.
+- Clamp initial group scales to both prior bounds, including highly imbalanced group sizes.
diff --git a/CMakeLists.txt b/CMakeLists.txt
new file mode 100644
index 0000000..f07c755
--- /dev/null
+++ b/CMakeLists.txt
@@ -0,0 +1,48 @@
+cmake_minimum_required(VERSION 3.16)
+project(best_cpp VERSION 1.0.0 LANGUAGES CXX)
+include(GNUInstallDirs)
+include(CMakePackageConfigHelpers)
+add_library(best_cpp INTERFACE)
+add_library(best_cpp::best_cpp ALIAS best_cpp)
+target_compile_features(best_cpp INTERFACE cxx_std_17)
+target_include_directories(best_cpp INTERFACE
+  $<BUILD_INTERFACE:${CMAKE_CURRENT_SOURCE_DIR}/best>
+  $<INSTALL_INTERFACE:${CMAKE_INSTALL_INCLUDEDIR}/best_cpp>)
+option(BEST_CPP_BUILD_TESTS "Build regression tests" OFF)
+option(BEST_CPP_BUILD_CLI "Build file comparison example" OFF)
+option(BEST_CPP_BUILD_BENCHMARKS "Build sampler benchmark" OFF)
+if(BEST_CPP_BUILD_TESTS)
+  enable_testing()
+  find_package(Threads REQUIRED)
+  add_executable(best-regression tests/regression.cpp)
+  target_link_libraries(best-regression PRIVATE best_cpp::best_cpp Threads::Threads)
+  add_test(NAME regression COMMAND best-regression)
+  foreach(header amwg.hpp best.hpp stats.hpp version.hpp)
+    string(REPLACE "." "_" target ${header})
+    file(WRITE ${CMAKE_CURRENT_BINARY_DIR}/${target}.cpp "#include <${header}>\n")
+    add_library(header_${target} OBJECT ${CMAKE_CURRENT_BINARY_DIR}/${target}.cpp)
+    target_link_libraries(header_${target} PRIVATE best_cpp::best_cpp)
+  endforeach()
+endif()
+if(BEST_CPP_BUILD_CLI)
+  add_executable(best best/main.cpp)
+  target_link_libraries(best PRIVATE best_cpp::best_cpp)
+  if(BEST_CPP_BUILD_TESTS)
+    add_test(NAME cli-errors COMMAND ${CMAKE_COMMAND} -DCLI=$<TARGET_FILE:best> -P ${CMAKE_CURRENT_SOURCE_DIR}/tests/cli-errors.cmake)
+  endif()
+endif()
+if(BEST_CPP_BUILD_BENCHMARKS)
+  add_executable(best-benchmark bench/sampler.cpp)
+  target_link_libraries(best-benchmark PRIVATE best_cpp::best_cpp)
+endif()
+install(TARGETS best_cpp EXPORT best_cppTargets)
+install(DIRECTORY best/ DESTINATION ${CMAKE_INSTALL_INCLUDEDIR}/best_cpp FILES_MATCHING PATTERN "*.hpp" PATTERN "*.inl")
+install(FILES LICENSE DESTINATION ${CMAKE_INSTALL_DATADIR}/licenses/best_cpp)
+install(EXPORT best_cppTargets NAMESPACE best_cpp:: DESTINATION ${CMAKE_INSTALL_LIBDIR}/cmake/best_cpp)
+configure_package_config_file(cmake/best_cppConfig.cmake.in ${CMAKE_CURRENT_BINARY_DIR}/best_cppConfig.cmake INSTALL_DESTINATION ${CMAKE_INSTALL_LIBDIR}/cmake/best_cpp)
+write_basic_package_version_file(${CMAKE_CURRENT_BINARY_DIR}/best_cppConfigVersion.cmake VERSION ${PROJECT_VERSION} COMPATIBILITY SameMajorVersion ARCH_INDEPENDENT)
+install(FILES ${CMAKE_CURRENT_BINARY_DIR}/best_cppConfig.cmake ${CMAKE_CURRENT_BINARY_DIR}/best_cppConfigVersion.cmake DESTINATION ${CMAKE_INSTALL_LIBDIR}/cmake/best_cpp)
+
+if(BEST_CPP_BUILD_TESTS)
+  add_test(NAME architecture-independent-version COMMAND ${CMAKE_COMMAND} -DVERSION_FILE=${CMAKE_CURRENT_BINARY_DIR}/best_cppConfigVersion.cmake -P ${CMAKE_CURRENT_SOURCE_DIR}/tests/architecture-version.cmake)
+endif()
diff --git a/MODULE.bazel b/MODULE.bazel
new file mode 100644
index 0000000..cabd506
--- /dev/null
+++ b/MODULE.bazel
@@ -0,0 +1,2 @@
+module(name = "best_cpp", version = "1.0.0")
+bazel_dep(name = "rules_cc", version = "0.2.22")
diff --git a/MODULE.bazel.lock b/MODULE.bazel.lock
new file mode 100644
index 0000000..7d14902
--- /dev/null
+++ b/MODULE.bazel.lock
@@ -0,0 +1,452 @@
+{
+  "lockFileVersion": 28,
+  "registryFileHashes": {
+    "https://bcr.bazel.build/bazel_registry.json": "8a28e4aff06ee60aed2a8c281907fb8bcbf3b753c91fb5a5c57da3215d5b3497",
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+            }
+          },
+          "pypi__wheel": {
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+            "attributes": {
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+            }
+          },
+          "pypi__zipp": {
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+            "attributes": {
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+            }
+          }
+        }
+      }
+    },
+    "@@rules_python+//python/uv:uv.bzl%uv": {
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+                "none": [
+                  "@platforms//:incompatible"
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+            }
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diff --git a/PERFORMANCE.md b/PERFORMANCE.md
new file mode 100644
index 0000000..05e5e5e
--- /dev/null
+++ b/PERFORMANCE.md
@@ -0,0 +1,7 @@
+# Performance checks
+
+A seven-run comparison on macOS arm64 with AppleClang 21, `-O2`, measured 10,000 sweeps of a one-dimensional standard-normal posterior, batch size 50, seed 42, original implementation worker count explicitly 1. The original f69609a sampler took a median **39.93 ms**; the sequential implementation took **0.657 ms**, roughly **61× faster for this small-posterior workload**. Timing included initialization; original progress output was redirected to an in-memory stream. This is not a general speedup or effective-sample-size claim. The algorithms and random sequences differ, and the original multiworker algorithm is not a valid baseline for inference quality.
+
+`bench/sampler.cpp` provides a repeatable current-version seven-run benchmark. Run a Release build; debug/optimization settings change timing substantially. The benchmark retains and consumes results to prevent elimination.
+
+The BEST likelihood also computes the Student-t normalization once per group instead of calling gamma functions for every observation. Standard deviation uses a scaled accumulation without an intermediate vector. Larger-data throughput and multi-chain parallel scaling have not been quantified here.
diff --git a/README.md b/README.md
index a957d9a..2b497ef 100644
--- a/README.md
+++ b/README.md
@@ -1,2 +1,66 @@
 # best-cpp
-C++ implementation of "Bayesian estimation supersedes the t test"
+
+Header-only C++17 implementation of a two-group Student-t Bayesian model inspired by [Bayesian estimation supersedes the t test](https://www.krigolsonteaching.com/uploads/4/3/8/4/43848243/kruschke2012jepg.pdf). MIT licensed; no third-party C++ dependencies.
+
+```cpp
+#include <best.hpp>
+#include <vector>
+
+std::vector<double> a{1.8, 2.0, 2.2, 1.9, 2.1};
+std::vector<double> b{2.8, 3.0, 3.2, 2.9, 3.1};
+BEST<std::vector<double>> model(a, b, 50, 42); // batch size, seed
+model.Burn(5000);
+model.Sample(20000);
+std::pair<double, double> interval;
+double difference;
+model.ComputeStats(interval, difference); // a mean minus b mean
+```
+
+The run lengths above are illustrative. Examine multiple independently seeded chains and convergence/effective sample size before interpreting results; these diagnostics are not implemented here. A fixed seed is reproducible with the same implementation and C++ standard library, not across arbitrary toolchains. Small or weakly identified data can produce very broad posteriors.
+
+## Bazel monorepos
+
+The public target is `@bayes//:best_cpp`. Until a release is registered in BCR, use a pinned Git commit override in the root `MODULE.bazel`:
+
+```starlark
+bazel_dep(name = "best_cpp", version = "1.0.0", repo_name = "bayes")
+git_override(
+    module_name = "best_cpp",
+    remote = "https://github.com/jhurliman/best-cpp.git",
+    commit = "<full commit containing MODULE.bazel>",
+)
+```
+
+Alternatively use `local_path_override(module_name = "best_cpp", path = "/path/to/best-cpp")`. The runnable [consumer example](examples/bazel-consumer) tests this with a renamed repository. Set C++17 or later in the consuming toolchain (`--cxxopt=-std=c++17` for GCC/Clang). No repository-name assumptions or third-party numerical dependencies are imposed. Bazel 9.2 is tested; the module uses rules_cc 0.2.22. After BCR registration, the override can be removed. This prepared version is **not registered or released yet**.
+
+## CMake
+
+```sh
+cmake -S . -B build -DCMAKE_INSTALL_PREFIX=/path/to/prefix
+cmake --install build
+```
+
+Consumers use `find_package(best_cpp 1 CONFIG REQUIRED)` and `target_link_libraries(app PRIVATE best_cpp::best_cpp)`, with the install prefix in `CMAKE_PREFIX_PATH`. `add_subdirectory` exposes the same target. No global compiler flags are changed and tests/examples are off by default. The target preserves `#include <best.hpp>`, `<amwg.hpp>` and `<stats.hpp>`; installed files live under `include/best_cpp`. Raw-header consumers can add the source `best/` directory to their include path.
+
+## Sampling and model contract
+
+- `AMWG<Real, N>::Init(start, logPosterior)` accepts a finite starting state/log density. The callback returns a **log** density. `-infinity`, NaN and positive infinity proposals are rejected. Exceptions propagate; a partially completed sweep can have advanced state but is not recorded.
+- `Sample(n)` appends exactly n completed sweeps. `NextSample()` appends one and returns N proposals. `Burn(n)` advances without modifying stored draws. Repeated calls preserve adaptation; `Init` resets it and reseeds the generator.
+- Updates are sequential Metropolis-within-Gibbs with diminishing batch adaptation toward 0.44 acceptance. The thread-count argument has been removed. Run separate instances with separate seeds for parallel chains. A single instance is not safe for concurrent mutation.
+- BEST owns its observations and is not copyable/movable. Groups must be nonempty and finite with positive pooled population variance; extreme scales whose prior bounds cannot be represented are rejected. Constant individual groups are allowed when pooled variance is positive.
+- Parameters are `(mu1, mu2, sigma1, sigma2, nu)`. For compatibility with the historical implementation, mean priors have pooled mean and **pooled SD × 1,000,000**; sigma priors are uniform from pooled SD / 1,000 to pooled SD × 1,000; `nu-1` is exponential with mean 29. The broad mean scale is a library choice, not a claim of exact equivalence to other BEST software.
+- `chain()` exposes draws for external diagnostics; `LogPosterior(params)` supports inspection. `ComputeStats` requires samples and returns the mean difference and shortest interval covering ceil(0.95*n) empirical draws. This is a shortest contiguous sample interval, not a general multimodal highest-density region.
+- Statistics use floating-point containers; `stdev` is the population SD. Invalid domains/empty data throw exceptions. Extreme-tail densities can round to zero; use log-density helpers for inference.
+
+## Development
+
+```sh
+cmake -S . -B build -DBEST_CPP_BUILD_TESTS=ON -DBEST_CPP_BUILD_CLI=ON -DBEST_CPP_BUILD_BENCHMARKS=ON -DCMAKE_BUILD_TYPE=Release
+cmake --build build --parallel
+ctest --test-dir build --output-on-failure
+./build/best-benchmark
+bazelisk test //:regression --cxxopt=-std=c++17
+BAZEL=bazelisk python3 tools/test_bcr.py
+```
+
+The CLI accepts two whitespace-separated numeric files and reports malformed/missing input as errors. Existing IDE project files are historical; CMake is the supported portable build path. See [CHANGELOG.md](CHANGELOG.md), [PERFORMANCE.md](PERFORMANCE.md) and [RELEASING.md](RELEASING.md).
diff --git a/RELEASING.md b/RELEASING.md
new file mode 100644
index 0000000..5b4611e
--- /dev/null
+++ b/RELEASING.md
@@ -0,0 +1,11 @@
+# Preparing the first versioned release
+
+Version 1.0.0 is prepared, not published. No prior release tags were present during this audit. This release changes historical sampling results, seeded sequences, threading behavior and error handling; read CHANGELOG.md before upgrading. Recompute previous inference results.
+
+1. Merge the sampler-correctness PR, then its packaging follow-up. Require Linux/macOS regression and sanitizer jobs, Windows/Linux/macOS CMake consumers, and the Bazel archive-consumer job to pass.
+2. Verify `CMakeLists.txt`, `MODULE.bazel`, `best/version.hpp`, the consumer module and changelog agree on 1.0.0. Run the commands in README.md from the reviewed commit. The archive test uses committed HEAD, so commit release files before running it.
+3. Create tag `v1.0.0` on the reviewed commit and publish release notes describing compatibility changes and convergence limitations.
+4. Download the exact public GitHub tag archive; its compressed bytes may differ from `git archive`. Generate a candidate BCR entry with `python3 tools/prepare_bcr.py best-cpp-1.0.0.tar.gz --output /path/to/bazel-central-registry`.
+5. Review the generated `modules/best_cpp` files and submit a separate BCR PR. The tool preserves existing registry configuration and prior metadata versions. Until BCR accepts it, consumers need a pinned commit or local-path override.
+
+`tools/test_bcr.py` creates an isolated temporary registry, serves an integrity-checked source archive and builds a renamed independent consumer without local or Git overrides. It does not publish anything. No Conan recipe is needed for the requested CMake/Bazel integration; there was no existing Conan package in this repository.
diff --git a/bench/sampler.cpp b/bench/sampler.cpp
new file mode 100644
index 0000000..6438545
--- /dev/null
+++ b/bench/sampler.cpp
@@ -0,0 +1,18 @@
+#include <amwg.hpp>
+#include <algorithm>
+#include <chrono>
+#include <iostream>
+#include <vector>
+int main() {
+  std::vector<double> timings;
+  double result=0;
+  for(int run=0;run<7;++run) {
+    AMWG<double,1> sampler(50,42);
+    sampler.Init({{0}},[](const std::array<double,1>& p){return -p[0]*p[0]/2;});
+    auto start=std::chrono::steady_clock::now();sampler.Sample(10000);
+    timings.push_back(std::chrono::duration<double,std::milli>(std::chrono::steady_clock::now()-start).count());
+    result+=sampler.chain().back()[0];
+  }
+  std::sort(timings.begin(),timings.end());
+  std::cout<<"10000 sweeps median_ms="<<timings[3]<<" checksum="<<result<<'\n';
+}
diff --git a/best/best.hpp b/best/best.hpp
index e31a684..c4cfa8a 100644
--- a/best/best.hpp
+++ b/best/best.hpp
@@ -23,7 +23,7 @@ template<class Container> class BEST {
     if (!(sigmaLow_>0) || !std::isfinite(scaledSdMu_) || !std::isfinite(sigmaHigh_))
       throw std::invalid_argument("data scale cannot represent prior bounds");
     ParamArray start={{stats::mean(y1_),stats::mean(y2_),
-      std::max(sigmaLow_,stats::stdev(y1_)),std::max(sigmaLow_,stats::stdev(y2_)),RealType(5)}};
+      std::min(sigmaHigh_,std::max(sigmaLow_,stats::stdev(y1_))),std::min(sigmaHigh_,std::max(sigmaLow_,stats::stdev(y2_))),RealType(5)}};
     sampler_.Init(start,[this](const ParamArray& p){return LogPosterior(p);});
   }
   BEST(const BEST&)=delete;
diff --git a/best/main.cpp b/best/main.cpp
index 35c29a4..d96674e 100644
--- a/best/main.cpp
+++ b/best/main.cpp
@@ -9,8 +9,14 @@ std::vector<double> readFile(const char* filename) {
   std::ifstream input(filename);
   if(!input) throw std::runtime_error(std::string("cannot open ")+filename);
   std::vector<double> values;
-  double value;
-  while(input>>value) values.push_back(value);
+  std::string token;
+  while(input>>token) {
+    size_t parsed=0;
+    double value=std::stod(token,&parsed);
+    if(parsed!=token.size() || !std::isfinite(value))
+      throw std::runtime_error(std::string("invalid numeric data in ")+filename);
+    values.push_back(value);
+  }
   if(!input.eof()) throw std::runtime_error(std::string("invalid numeric data in ")+filename);
   if(values.empty()) throw std::runtime_error(std::string("empty input: ")+filename);
   return values;
diff --git a/best/version.hpp b/best/version.hpp
new file mode 100644
index 0000000..150f0b0
--- /dev/null
+++ b/best/version.hpp
@@ -0,0 +1,5 @@
+#pragma once
+#define BEST_CPP_VERSION_MAJOR 1
+#define BEST_CPP_VERSION_MINOR 0
+#define BEST_CPP_VERSION_PATCH 0
+#define BEST_CPP_VERSION "1.0.0"
diff --git a/cmake/best_cppConfig.cmake.in b/cmake/best_cppConfig.cmake.in
new file mode 100644
index 0000000..076526e
--- /dev/null
+++ b/cmake/best_cppConfig.cmake.in
@@ -0,0 +1,3 @@
+@PACKAGE_INIT@
+include("${CMAKE_CURRENT_LIST_DIR}/best_cppTargets.cmake")
+check_required_components(best_cpp)
diff --git a/examples/bazel-consumer/.bazelversion b/examples/bazel-consumer/.bazelversion
new file mode 100644
index 0000000..deeb3d6
--- /dev/null
+++ b/examples/bazel-consumer/.bazelversion
@@ -0,0 +1 @@
+9.2.0
diff --git a/examples/bazel-consumer/BUILD.bazel b/examples/bazel-consumer/BUILD.bazel
new file mode 100644
index 0000000..80f294c
--- /dev/null
+++ b/examples/bazel-consumer/BUILD.bazel
@@ -0,0 +1,2 @@
+load("@rules_cc//cc:cc_test.bzl", "cc_test")
+cc_test(name = "consumer", srcs = ["main.cpp"], deps = ["@bayes//:best_cpp"])
diff --git a/examples/bazel-consumer/MODULE.bazel b/examples/bazel-consumer/MODULE.bazel
new file mode 100644
index 0000000..30c624c
--- /dev/null
+++ b/examples/bazel-consumer/MODULE.bazel
@@ -0,0 +1,4 @@
+module(name = "consumer")
+bazel_dep(name = "rules_cc", version = "0.2.22")
+bazel_dep(name = "best_cpp", version = "1.0.0", repo_name = "bayes")
+local_path_override(module_name = "best_cpp", path = "../..")
diff --git a/examples/bazel-consumer/MODULE.bazel.lock b/examples/bazel-consumer/MODULE.bazel.lock
new file mode 100644
index 0000000..7d14902
--- /dev/null
+++ b/examples/bazel-consumer/MODULE.bazel.lock
@@ -0,0 +1,452 @@
+{
+  "lockFileVersion": 28,
+  "registryFileHashes": {
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+            }
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+            }
+          },
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+          "REPO_MAPPING:rules_python+,platforms platforms"
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+                "none"
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+                "none": "'@@rules_python+//python:none'"
+              },
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+                "none": [
+                  "@platforms//:incompatible"
+                ]
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+            }
+          }
+        }
+      }
+    }
+  },
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+  "factsVersions": {}
+}
diff --git a/examples/bazel-consumer/main.cpp b/examples/bazel-consumer/main.cpp
new file mode 100644
index 0000000..ad1a184
--- /dev/null
+++ b/examples/bazel-consumer/main.cpp
@@ -0,0 +1,11 @@
+#include <best.hpp>
+#include <version.hpp>
+#include <vector>
+int main() {
+  static_assert(BEST_CPP_VERSION_MAJOR == 1, "version");
+  BEST<std::vector<double>> model({1,2,3},{3,4,5},50,42);
+  model.Burn(10);model.Sample(20);
+  std::pair<double,double> hdi;double mean;
+  model.ComputeStats(hdi,mean);
+  return model.chain().size()==20 && std::isfinite(mean) ? 0 : 1;
+}
diff --git a/examples/cmake-consumer/CMakeLists.txt b/examples/cmake-consumer/CMakeLists.txt
new file mode 100644
index 0000000..7d8870b
--- /dev/null
+++ b/examples/cmake-consumer/CMakeLists.txt
@@ -0,0 +1,7 @@
+cmake_minimum_required(VERSION 3.16)
+project(consumer LANGUAGES CXX)
+find_package(best_cpp 1 CONFIG REQUIRED)
+add_executable(consumer main.cpp)
+target_link_libraries(consumer PRIVATE best_cpp::best_cpp)
+enable_testing()
+add_test(NAME installed-consumer COMMAND consumer)
diff --git a/examples/cmake-consumer/main.cpp b/examples/cmake-consumer/main.cpp
new file mode 100644
index 0000000..ad1a184
--- /dev/null
+++ b/examples/cmake-consumer/main.cpp
@@ -0,0 +1,11 @@
+#include <best.hpp>
+#include <version.hpp>
+#include <vector>
+int main() {
+  static_assert(BEST_CPP_VERSION_MAJOR == 1, "version");
+  BEST<std::vector<double>> model({1,2,3},{3,4,5},50,42);
+  model.Burn(10);model.Sample(20);
+  std::pair<double,double> hdi;double mean;
+  model.ComputeStats(hdi,mean);
+  return model.chain().size()==20 && std::isfinite(mean) ? 0 : 1;
+}
diff --git a/tests/architecture-version.cmake b/tests/architecture-version.cmake
new file mode 100644
index 0000000..bebad32
--- /dev/null
+++ b/tests/architecture-version.cmake
@@ -0,0 +1,13 @@
+# A header-only package must accept either consumer pointer size. This checks
+# generated version selection; it does not pretend to compile a 32-bit binary.
+foreach(pointer_size 4 8)
+  set(CMAKE_SIZEOF_VOID_P ${pointer_size})
+  set(PACKAGE_FIND_VERSION "1.0.0")
+  set(PACKAGE_FIND_VERSION_MAJOR 1)
+  unset(PACKAGE_VERSION_UNSUITABLE)
+  unset(PACKAGE_VERSION_COMPATIBLE)
+  include("${VERSION_FILE}")
+  if(PACKAGE_VERSION_UNSUITABLE OR NOT PACKAGE_VERSION_COMPATIBLE)
+    message(FATAL_ERROR "Header package rejected pointer size ${pointer_size}")
+  endif()
+endforeach()
diff --git a/tests/cli-errors.cmake b/tests/cli-errors.cmake
new file mode 100644
index 0000000..e792b47
--- /dev/null
+++ b/tests/cli-errors.cmake
@@ -0,0 +1,11 @@
+foreach(data "" "1 2 1e" "1 2 nan" "1 2 3junk")
+  file(WRITE "${CMAKE_CURRENT_BINARY_DIR}/invalid.txt" "${data}")
+  execute_process(COMMAND "${CLI}" "${CMAKE_CURRENT_BINARY_DIR}/invalid.txt" "${CMAKE_CURRENT_BINARY_DIR}/invalid.txt" RESULT_VARIABLE result OUTPUT_QUIET ERROR_QUIET)
+  if(result EQUAL 0)
+    message(FATAL_ERROR "CLI accepted invalid input: ${data}")
+  endif()
+endforeach()
+execute_process(COMMAND "${CLI}" "${CMAKE_CURRENT_BINARY_DIR}/nonexistent-input.txt" "${CMAKE_CURRENT_BINARY_DIR}/nonexistent-input.txt" RESULT_VARIABLE result OUTPUT_QUIET ERROR_QUIET)
+if(result EQUAL 0)
+  message(FATAL_ERROR "CLI accepted missing files")
+endif()
diff --git a/tests/regression.cpp b/tests/regression.cpp
index a4ac942..eb01187 100644
--- a/tests/regression.cpp
+++ b/tests/regression.cpp
@@ -63,6 +63,8 @@ int main() { try {
   V outcomes(2); std::thread t1([&]{S n;n.Init({{0}},normal);n.Sample(100);outcomes[0]=n.state()[0];});
   std::thread t2([&]{S n;n.Init({{0}},normal);n.Sample(100);outcomes[1]=n.state()[0];});t1.join();t2.join();check(outcomes[0]==outcomes[1],"independent chains");
   rejects([]{BEST<V> m(V{},V{1});}); rejects([]{BEST<V> m(V{1},V{1});});
+  { BEST<V> imbalanced(V{-1,1},V(2000001,0));
+    check(imbalanced.chain().empty(),"imbalanced groups initialize inside prior support"); }
   BEST<V> model(V{1,2,3},V{3,4,5},50,42);
   std::pair<double,double> hdi;double mean;
   rejects([&]{model.ComputeStats(hdi,mean);});
diff --git a/tools/prepare_bcr.py b/tools/prepare_bcr.py
new file mode 100644
index 0000000..403fb66
--- /dev/null
+++ b/tools/prepare_bcr.py
@@ -0,0 +1,57 @@
+"""Generate a registry entry from the exact source archive being released."""
+import argparse
+import base64
+import hashlib
+import json
+from pathlib import Path
+import re
+import tarfile
+
+
+def prepare(archive, output, url=None):
+    root = Path(__file__).resolve().parents[1]
+    with tarfile.open(archive, 'r:gz') as tar:
+        modules = [m for m in tar.getmembers() if m.name.count('/') == 1 and m.name.endswith('/MODULE.bazel')]
+        if len(modules) != 1 or not modules[0].isfile() or modules[0].size > 65536:
+            raise ValueError('archive must contain one top-level MODULE.bazel')
+        module = tar.extractfile(modules[0]).read()
+        text = module.decode('utf-8')
+        name = re.search(r'\bname\s*=\s*"([a-z0-9_]+)"', text).group(1)
+        version = re.search(r'\bversion\s*=\s*"([0-9]+\.[0-9]+\.[0-9]+)"', text).group(1)
+        if name != 'best_cpp':
+            raise ValueError('unexpected module name')
+        prefix = modules[0].name.split('/')[0]
+        if prefix != 'best-cpp-' + version:
+            raise ValueError('archive prefix must match the module version')
+        for required in ['BUILD.bazel', 'LICENSE', 'best/best.hpp']:
+            if not tar.getmember(prefix + '/' + required).isfile():
+                raise ValueError('missing release file: ' + required)
+    directory = Path(output) / 'modules' / name
+    target = directory / version
+    target.mkdir(parents=True, exist_ok=True)
+    metadata_path = directory / 'metadata.json'
+    metadata = json.loads(metadata_path.read_text()) if metadata_path.exists() else json.loads((root / '.bcr/metadata.template.json').read_text())
+    if version not in metadata['versions']:
+        metadata['versions'].append(version)
+    metadata_path.write_text(json.dumps(metadata, indent=2) + '\n')
+    source = {
+        'url': url or f'https://github.com/jhurliman/best-cpp/archive/refs/tags/v{version}.tar.gz',
+        'integrity': 'sha256-' + base64.b64encode(hashlib.sha256(Path(archive).read_bytes()).digest()).decode(),
+        'strip_prefix': prefix,
+    }
+    (target / 'source.json').write_text(json.dumps(source, indent=2) + '\n')
+    (target / 'MODULE.bazel').write_bytes(module)
+    (target / 'presubmit.yml').write_bytes((root / '.bcr/presubmit.yml').read_bytes())
+    descriptor = Path(output) / 'bazel_registry.json'
+    if not descriptor.exists():
+        descriptor.write_text('{}\n')
+    return version
+
+
+if __name__ == '__main__':
+    parser = argparse.ArgumentParser(description=__doc__)
+    parser.add_argument('archive', type=Path)
+    parser.add_argument('--output', type=Path, required=True)
+    parser.add_argument('--url')
+    args = parser.parse_args()
+    print(prepare(args.archive, args.output, args.url))
diff --git a/tools/test_bcr.py b/tools/test_bcr.py
new file mode 100644
index 0000000..2674b1f
--- /dev/null
+++ b/tools/test_bcr.py
@@ -0,0 +1,41 @@
+"""Test consumption through a generated registry, with no local_path_override."""
+from functools import partial
+from http.server import SimpleHTTPRequestHandler, ThreadingHTTPServer
+import os
+from pathlib import Path
+import re
+import subprocess
+import tempfile
+from threading import Thread
+from prepare_bcr import prepare
+
+root = Path(__file__).resolve().parents[1]
+version = re.search(r'version\s*=\s*"([^"]+)"', (root / 'MODULE.bazel').read_text()).group(1)
+with tempfile.TemporaryDirectory(prefix='best-cpp-bcr-') as temp:
+    base = Path(temp)
+    archive = base / 'source.tar.gz'
+    subprocess.run(['git','archive','--format=tar.gz',f'--prefix=best-cpp-{version}/',f'--output={archive}','HEAD'],cwd=root,check=True)
+    server = ThreadingHTTPServer(('127.0.0.1',0),partial(SimpleHTTPRequestHandler,directory=temp))
+    thread = Thread(target=server.serve_forever,daemon=True)
+    thread.start()
+    try:
+        registry = base / 'registry'
+        actual = prepare(archive,registry,f'http://127.0.0.1:{server.server_port}/source.tar.gz')
+        assert actual == version
+        descriptor = registry / 'bazel_registry.json'
+        assert descriptor.read_text() == '{}\n'
+        existing = '{"mirrors": []}\n'
+        descriptor.write_text(existing)
+        prepare(archive, registry, f'http://127.0.0.1:{server.server_port}/source.tar.gz')
+        assert descriptor.read_text() == existing, 'existing registry configuration must survive'
+
+        consumer = base / 'consumer'
+        consumer.mkdir()
+        (consumer/'MODULE.bazel').write_text(f'module(name="registry_consumer")\nbazel_dep(name="best_cpp",version="{version}",repo_name="bayes")\nbazel_dep(name="rules_cc",version="0.2.22")\n')
+        (consumer/'BUILD.bazel').write_text('load("@rules_cc//cc:cc_test.bzl","cc_test")\ncc_test(name="consumer",srcs=["main.cpp"],deps=["@bayes//:best_cpp"])\n')
+        (consumer/'main.cpp').write_bytes((root/'examples/cmake-consumer/main.cpp').read_bytes())
+        (consumer/'.bazelversion').write_bytes((root/'.bazelversion').read_bytes())
+        subprocess.run([os.environ.get('BAZEL','bazel'),'--batch','test','//:consumer','--cxxopt=-std=c++17',f'--registry={registry.as_uri()}','--registry=https://bcr.bazel.build'],cwd=consumer,check=True)
+    finally:
+        server.shutdown()
+        server.server_close()