bazel-build-optimization
Optimize Bazel builds for large-scale monorepos. Use when configuring Bazel, implementing remote execution, or optimizing build performance for enterprise codebases.
Best use case
bazel-build-optimization is best used when you need a repeatable AI agent workflow instead of a one-off prompt. It is especially useful for teams working in multi. Optimize Bazel builds for large-scale monorepos. Use when configuring Bazel, implementing remote execution, or optimizing build performance for enterprise codebases.
Optimize Bazel builds for large-scale monorepos. Use when configuring Bazel, implementing remote execution, or optimizing build performance for enterprise codebases.
Users should expect a more consistent workflow output, faster repeated execution, and less time spent rewriting prompts from scratch.
Practical example
Example input
Use the "bazel-build-optimization" skill to help with this workflow task. Context: Optimize Bazel builds for large-scale monorepos. Use when configuring Bazel, implementing remote execution, or optimizing build performance for enterprise codebases.
Example output
A structured workflow result with clearer steps, more consistent formatting, and an output that is easier to reuse in the next run.
When to use this skill
- Use this skill when you want a reusable workflow rather than writing the same prompt again and again.
When not to use this skill
- Do not use this when you only need a one-off answer and do not need a reusable workflow.
- Do not use it if you cannot install or maintain the related files, repository context, or supporting tools.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/bazel-build-optimization/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How bazel-build-optimization Compares
| Feature / Agent | bazel-build-optimization | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
Optimize Bazel builds for large-scale monorepos. Use when configuring Bazel, implementing remote execution, or optimizing build performance for enterprise codebases.
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
SKILL.md Source
# Bazel Build Optimization
Production patterns for Bazel in large-scale monorepos.
## Do not use this skill when
- The task is unrelated to bazel build optimization
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.
- Provide actionable steps and verification.
- If detailed examples are required, open `resources/implementation-playbook.md`.
## Use this skill when
- Setting up Bazel for monorepos
- Configuring remote caching/execution
- Optimizing build times
- Writing custom Bazel rules
- Debugging build issues
- Migrating to Bazel
## Core Concepts
### 1. Bazel Architecture
```
workspace/
├── WORKSPACE.bazel # External dependencies
├── .bazelrc # Build configurations
├── .bazelversion # Bazel version
├── BUILD.bazel # Root build file
├── apps/
│ └── web/
│ └── BUILD.bazel
├── libs/
│ └── utils/
│ └── BUILD.bazel
└── tools/
└── bazel/
└── rules/
```
### 2. Key Concepts
| Concept | Description |
|---------|-------------|
| **Target** | Buildable unit (library, binary, test) |
| **Package** | Directory with BUILD file |
| **Label** | Target identifier `//path/to:target` |
| **Rule** | Defines how to build a target |
| **Aspect** | Cross-cutting build behavior |
## Templates
### Template 1: WORKSPACE Configuration
```python
# WORKSPACE.bazel
workspace(name = "myproject")
load("@bazel_tools//tools/build_defs/repo:http.bzl", "http_archive")
# Rules for JavaScript/TypeScript
http_archive(
name = "aspect_rules_js",
sha256 = "...",
strip_prefix = "rules_js-1.34.0",
url = "https://github.com/aspect-build/rules_js/releases/download/v1.34.0/rules_js-v1.34.0.tar.gz",
)
load("@aspect_rules_js//js:repositories.bzl", "rules_js_dependencies")
rules_js_dependencies()
load("@rules_nodejs//nodejs:repositories.bzl", "nodejs_register_toolchains")
nodejs_register_toolchains(
name = "nodejs",
node_version = "20.9.0",
)
load("@aspect_rules_js//npm:repositories.bzl", "npm_translate_lock")
npm_translate_lock(
name = "npm",
pnpm_lock = "//:pnpm-lock.yaml",
verify_node_modules_ignored = "//:.bazelignore",
)
load("@npm//:repositories.bzl", "npm_repositories")
npm_repositories()
# Rules for Python
http_archive(
name = "rules_python",
sha256 = "...",
strip_prefix = "rules_python-0.27.0",
url = "https://github.com/bazelbuild/rules_python/releases/download/0.27.0/rules_python-0.27.0.tar.gz",
)
load("@rules_python//python:repositories.bzl", "py_repositories")
py_repositories()
```
### Template 2: .bazelrc Configuration
```bash
# .bazelrc
# Build settings
build --enable_platform_specific_config
build --incompatible_enable_cc_toolchain_resolution
build --experimental_strict_conflict_checks
# Performance
build --jobs=auto
build --local_cpu_resources=HOST_CPUS*.75
build --local_ram_resources=HOST_RAM*.75
# Caching
build --disk_cache=~/.cache/bazel-disk
build --repository_cache=~/.cache/bazel-repo
# Remote caching (optional)
build:remote-cache --remote_cache=grpcs://cache.example.com
build:remote-cache --remote_upload_local_results=true
build:remote-cache --remote_timeout=3600
# Remote execution (optional)
build:remote-exec --remote_executor=grpcs://remote.example.com
build:remote-exec --remote_instance_name=projects/myproject/instances/default
build:remote-exec --jobs=500
# Platform configurations
build:linux --platforms=//platforms:linux_x86_64
build:macos --platforms=//platforms:macos_arm64
# CI configuration
build:ci --config=remote-cache
build:ci --build_metadata=ROLE=CI
build:ci --bes_results_url=https://results.example.com/invocation/
build:ci --bes_backend=grpcs://bes.example.com
# Test settings
test --test_output=errors
test --test_summary=detailed
# Coverage
coverage --combined_report=lcov
coverage --instrumentation_filter="//..."
# Convenience aliases
build:opt --compilation_mode=opt
build:dbg --compilation_mode=dbg
# Import user settings
try-import %workspace%/user.bazelrc
```
### Template 3: TypeScript Library BUILD
```python
# libs/utils/BUILD.bazel
load("@aspect_rules_ts//ts:defs.bzl", "ts_project")
load("@aspect_rules_js//js:defs.bzl", "js_library")
load("@npm//:defs.bzl", "npm_link_all_packages")
npm_link_all_packages(name = "node_modules")
ts_project(
name = "utils_ts",
srcs = glob(["src/**/*.ts"]),
declaration = True,
source_map = True,
tsconfig = "//:tsconfig.json",
deps = [
":node_modules/@types/node",
],
)
js_library(
name = "utils",
srcs = [":utils_ts"],
visibility = ["//visibility:public"],
)
# Tests
load("@aspect_rules_jest//jest:defs.bzl", "jest_test")
jest_test(
name = "utils_test",
config = "//:jest.config.js",
data = [
":utils",
"//:node_modules/jest",
],
node_modules = "//:node_modules",
)
```
### Template 4: Python Library BUILD
```python
# libs/ml/BUILD.bazel
load("@rules_python//python:defs.bzl", "py_library", "py_test", "py_binary")
load("@pip//:requirements.bzl", "requirement")
py_library(
name = "ml",
srcs = glob(["src/**/*.py"]),
deps = [
requirement("numpy"),
requirement("pandas"),
requirement("scikit-learn"),
"//libs/utils:utils_py",
],
visibility = ["//visibility:public"],
)
py_test(
name = "ml_test",
srcs = glob(["tests/**/*.py"]),
deps = [
":ml",
requirement("pytest"),
],
size = "medium",
timeout = "moderate",
)
py_binary(
name = "train",
srcs = ["train.py"],
deps = [":ml"],
data = ["//data:training_data"],
)
```
### Template 5: Custom Rule for Docker
```python
# tools/bazel/rules/docker.bzl
def _docker_image_impl(ctx):
dockerfile = ctx.file.dockerfile
base_image = ctx.attr.base_image
layers = ctx.files.layers
# Build the image
output = ctx.actions.declare_file(ctx.attr.name + ".tar")
args = ctx.actions.args()
args.add("--dockerfile", dockerfile)
args.add("--output", output)
args.add("--base", base_image)
args.add_all("--layer", layers)
ctx.actions.run(
inputs = [dockerfile] + layers,
outputs = [output],
executable = ctx.executable._builder,
arguments = [args],
mnemonic = "DockerBuild",
progress_message = "Building Docker image %s" % ctx.label,
)
return [DefaultInfo(files = depset([output]))]
docker_image = rule(
implementation = _docker_image_impl,
attrs = {
"dockerfile": attr.label(
allow_single_file = [".dockerfile", "Dockerfile"],
mandatory = True,
),
"base_image": attr.string(mandatory = True),
"layers": attr.label_list(allow_files = True),
"_builder": attr.label(
default = "//tools/docker:builder",
executable = True,
cfg = "exec",
),
},
)
```
### Template 6: Query and Dependency Analysis
```bash
# Find all dependencies of a target
bazel query "deps(//apps/web:web)"
# Find reverse dependencies (what depends on this)
bazel query "rdeps(//..., //libs/utils:utils)"
# Find all targets in a package
bazel query "//libs/..."
# Find changed targets since commit
bazel query "rdeps(//..., set($(git diff --name-only HEAD~1 | sed 's/.*/"&"/' | tr '\n' ' ')))"
# Generate dependency graph
bazel query "deps(//apps/web:web)" --output=graph | dot -Tpng > deps.png
# Find all test targets
bazel query "kind('.*_test', //...)"
# Find targets with specific tag
bazel query "attr(tags, 'integration', //...)"
# Compute build graph size
bazel query "deps(//...)" --output=package | wc -l
```
### Template 7: Remote Execution Setup
```python
# platforms/BUILD.bazel
platform(
name = "linux_x86_64",
constraint_values = [
"@platforms//os:linux",
"@platforms//cpu:x86_64",
],
exec_properties = {
"container-image": "docker://gcr.io/myproject/bazel-worker:latest",
"OSFamily": "Linux",
},
)
platform(
name = "remote_linux",
parents = [":linux_x86_64"],
exec_properties = {
"Pool": "default",
"dockerNetwork": "standard",
},
)
# toolchains/BUILD.bazel
toolchain(
name = "cc_toolchain_linux",
exec_compatible_with = [
"@platforms//os:linux",
"@platforms//cpu:x86_64",
],
target_compatible_with = [
"@platforms//os:linux",
"@platforms//cpu:x86_64",
],
toolchain = "@remotejdk11_linux//:jdk",
toolchain_type = "@bazel_tools//tools/jdk:runtime_toolchain_type",
)
```
## Performance Optimization
```bash
# Profile build
bazel build //... --profile=profile.json
bazel analyze-profile profile.json
# Identify slow actions
bazel build //... --execution_log_json_file=exec_log.json
# Memory profiling
bazel build //... --memory_profile=memory.json
# Skip analysis cache
bazel build //... --notrack_incremental_state
```
## Best Practices
### Do's
- **Use fine-grained targets** - Better caching
- **Pin dependencies** - Reproducible builds
- **Enable remote caching** - Share build artifacts
- **Use visibility wisely** - Enforce architecture
- **Write BUILD files per directory** - Standard convention
### Don'ts
- **Don't use glob for deps** - Explicit is better
- **Don't commit bazel-* dirs** - Add to .gitignore
- **Don't skip WORKSPACE setup** - Foundation of build
- **Don't ignore build warnings** - Technical debt
## Resources
- [Bazel Documentation](https://bazel.build/docs)
- [Bazel Remote Execution](https://bazel.build/docs/remote-execution)
- [rules_js](https://github.com/aspect-build/rules_js)Related Skills
project-map-builder
生成或更新用户指定文件夹的 PROJECT_MAP.md。适用于用户要求目录地图/项目地图/代码仓概览/文件夹级说明/更新已有 PROJECT_MAP.md 的场景。必须先询问要扫描的文件夹范围,禁止默认全仓库扫描;支持单目录或多目录(合并或分别生成)。
lesson-builder
帮助用户通过讨论完成课程大纲和课件。当用户说"备课"、"做课件"、"准备课程"时触发。
web-performance-optimization
Optimize website and web application performance including loading speed, Core Web Vitals, bundle size, caching strategies, and runtime performance
viral-generator-builder
Expert in building shareable generator tools that go viral - name generators, quiz makers, avatar creators, personality tests, and calculator tools. Covers the psychology of sharing, viral mechanics, and building tools people can't resist sharing with friends. Use when: generator tool, quiz maker, name generator, avatar creator, viral tool.
telegram-bot-builder
Expert in building Telegram bots that solve real problems - from simple automation to complex AI-powered bots. Covers bot architecture, the Telegram Bot API, user experience, monetization strategies, and scaling bots to thousands of users. Use when: telegram bot, bot api, telegram automation, chat bot telegram, tg bot.
sql-optimization-patterns
Master SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries. Use when debugging slow queries, designing database schemas, or optimizing application performance.
spark-optimization
Optimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning. Use when improving Spark performance, debugging slow jobs, or scaling data processing pipelines.
slack-bot-builder
Build Slack apps using the Bolt framework across Python, JavaScript, and Java. Covers Block Kit for rich UIs, interactive components, slash commands, event handling, OAuth installation flows, and Workflow Builder integration. Focus on best practices for production-ready Slack apps. Use when: slack bot, slack app, bolt framework, block kit, slash command.
seo-authority-builder
Analyzes content for E-E-A-T signals and suggests improvements to build authority and trust. Identifies missing credibility elements. Use PROACTIVELY for YMYL topics.
security-bluebook-builder
Build security Blue Books for sensitive apps
reference-builder
Creates exhaustive technical references and API documentation. Generates comprehensive parameter listings, configuration guides, and searchable reference materials. Use PROACTIVELY for API docs, configuration references, or complete technical specifications.
postgresql-optimization
PostgreSQL database optimization workflow for query tuning, indexing strategies, performance analysis, and production database management.