static-analysis
Skill290 starsChanged 7 months agoMITView on GitHub
Static analysis skill for C/C++ codebases. Use when hardening code quality, triaging noisy builds, running clang-tidy, cppcheck, or scan-build, interpreting check categories, suppressing false positives, or integrating static analysis into CI. Activates on queries about clang-tidy checks, cppcheck, scan-build, compile_commands.json, code hardening, or static analysis warnings.
- Installs packages
13 other projects use a version of this.
Adopted by
Most recently taken up by
- d-o-hub/github-template-ai-agentstheir own version, first seen Nov 3, 2026
- Nox-Lumen-tech/combo-skillstheir own version, first seen Nov 2, 2026
- ROCm/rocprofiler-systems-skillstheir own version, first seen Oct 27, 2026
- ZhongYecheng/stm32_skillstheir own version, first seen Oct 15, 2026
- kdy1/kdy1-scriptstheir own version, first seen Oct 13, 2026
- Z3Prover/z3their own version, first seen Oct 8, 2026
Used with
Projects with it also use build-keil, can-debug and 10 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
ZhongYechengSkillbuild-keil
当需要通过 Keil MDK 命令行编译嵌入式工程,调用自带脚本解析工程文件、执行构建并定位固件产物时使用。
Also in 3 projects that use this
ZhongYechengSkillcan-debug
当需要调试 CAN 总线通信时使用,支持通过 USB-CAN 适配器监听、发送 CAN 帧和扫描节点。
Also in 3 projects that use this
iPlug2Skillbuild-cmake
Build an iPlug2 plugin project using CMake with Ninja, Xcode, or Visual Studio generators
Also in 3 projects that use this
- +9 more from ZhongYecheng
Other versions13 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 13
- Z3Prover/z3★ 13ksame name
- 0x-Shashi/WEB3-AUDIT-SKILLS★ 61same name
- kdy1/kdy1-scripts★ 33same name
- felvieira/claude-skills-fv★ 27same name
- ZhongYecheng/stm32_skills★ 8same name
- zycdzh/stm32_skills★ 8same name
- ROCm/rocprofiler-systems-skills★ 5same name
- Nox-Lumen-tech/combo-skills★ 4same name
- d-o-hub/github-template-ai-agents★ 2same name
- squall-chua/skills★ 2same name
3 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository142 other files it gives its agents.
- AGENTS.mdAGENTS.md
- custom-allocatorsSkill
- numa-programmingSkill
- af-xdpSkill
- dpdkSkill
- io-uringSkill
- adc-dac-baremetalSkill
- baremetal-startupSkill
- bootloaders-embeddedSkill
- datasheet-and-refmanual-readingSkill
- dma-baremetalSkill
- gpio-baremetalSkill
- interrupts-and-exceptions-baremetalSkill
- low-power-embeddedSkill
- mmio-and-bit-manipulationSkill
- peripherals-from-datasheetSkill
- spi-i2c-baremetalSkill
- stm32-baremetalSkill
- timers-pwm-baremetalSkill
- uart-serial-baremetalSkill
- binutilsSkill
- dynamic-linkingSkill
- elf-inspectionSkill
- linkers-ltoSkill
- bazelSkill
- build-accelerationSkill
- cmakeSkill
- conan-vcpkgSkill
- include-what-you-useSkill
- makeSkill
- mesonSkill
- ninjaSkill
- code-generation-and-backendsSkill
- compiler-frontendSkill
- compiler-optimizations-deepSkill
- jit-compilationSkill
- llvm-ir-and-passesSkill
- llvm-passesSkill
- mlirSkill
- clangSkill
- cpp-modulesSkill
- cpp-templatesSkill
- cross-gccSkill
- gccSkill
- llvmSkill
- msvc-clSkill
- pgoSkill
- abi-and-calling-conventionsSkill
- branch-prediction-and-speculationSkill
- cpu-pipelines-and-hazardsSkill
- memory-hierarchy-and-cachesSkill
- virtual-memory-paging-and-tlbSkill
- concurrency-debuggingSkill
- core-dumpsSkill
- debug-optimized-buildsSkill
- dwarf-debug-formatSkill
- gdbSkill
- lldbSkill
- embedded-rustSkill
- freertosSkill
- The first 60 shown.
The file
We split this skill into the rules it gives an agent
4 rules. 0 are common, 0 are distinctive, and 4 are very specific to this project.
0
Common
Most of the 8 edited versions we read keep these.
0
Distinctive
This author's own choices. Worth a look.
4
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 189
Use skills/compilers/clang for Clang toolchain and diagnostic flags
- Very specific: line 190
Use skills/compilers/gcc for GCC warnings as complementary analysis
- Very specific: line 191
Use skills/runtimes/sanitizers for runtime bug detection alongside static analysis
- Very specific: line 192
Use skills/build-systems/cmake for CMAKE_EXPORT_COMPILE_COMMANDS setup
“Common” is measured: kept by at least 6 in 10 of the 8 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Static Analysis
Purpose
Guide agents through selecting, running, and triaging static analysis tools for C/C++ — clang-tidy, cppcheck, and scan-build — including suppression strategies and CI integration.
Triggers
- "How do I run clang-tidy on my project?"
- "What clang-tidy checks should I enable?"
- "cppcheck is reporting false positives — how do I suppress them?"
- "How do I set up scan-build for deeper analysis?"
- "My build is noisy with static analysis warnings"
- "How do I generate compile_commands.json for clang-tidy?"
Workflow
1. Generate compile_commands.json
clang-tidy requires a compilation database:
# CMake (preferred)
cmake -S . -B build -DCMAKE_EXPORT_COMPILE_COMMANDS=ON
ln -s build/compile_commands.json .
# Bear (for Make-based projects)
bear -- make
# compiledb (alternative for Make)
pip install compiledb
compiledb make2. Run clang-tidy
# Single file
clang-tidy src/foo.c -- -std=c11 -I include/
# Whole project via compile_commands.json
run-clang-tidy -p build/ -j$(nproc)
# With specific checks enabled
clang-tidy -checks='bugprone-*,modernize-*,performance-*' src/foo.cpp
# Apply auto-fixes
clang-tidy -checks='modernize-use-nullptr' -fix src/foo.cpp3. Check category decision tree
Goal?
├── Find real bugs → bugprone-*, clang-analyzer-*
├── Modernise C++ code → modernize-*
├── Follow core guidelines → cppcoreguidelines-*
├── Catch performance issues → performance-*
├── Security hardening → cert-*, hicpp-*
└── Readability / style → readability-*, llvm-*| Category | Key checks | What it catches |
bugprone-* | use-after-move, integer-division, suspicious-memset-usage | Likely bugs |
modernize-* | use-nullptr, use-override, use-auto | C++11/14/17 idioms |
cppcoreguidelines-* | avoid-goto, pro-bounds-*, no-malloc | C++ Core Guidelines |
performance-* | unnecessary-copy-initialization, avoid-endl | Performance regressions |
clang-analyzer-* | core.*, unix.*, security.* | Path-sensitive bugs |
cert-* | err34-c, str51-cpp | CERT coding standard |
4. .clang-tidy configuration file
# .clang-tidy — place at project root
Checks: >
bugprone-*,
modernize-*,
performance-*,
-modernize-use-trailing-return-type,
-bugprone-easily-swappable-parameters
WarningsAsErrors: 'bugprone-*,clang-analyzer-*'
HeaderFilterRegex: '^(src|include)/.*'
CheckOptions:
- key: modernize-loop-convert.MinConfidence
value: reasonable
- key: readability-identifier-naming.VariableCase
value: camelCase5. Suppress false positives
// Suppress a single line
int result = riskyOp(); // NOLINT(bugprone-signed-char-misuse)
// Suppress a block
// NOLINTNEXTLINE(cppcoreguidelines-avoid-magic-numbers)
constexpr int BUFFER_SIZE = 4096;
// Suppress whole function
[[clang::suppress("bugprone-*")]]
void legacy_code() { /* ... */ }Or in .clang-tidy:
# Exclude third-party directories
HeaderFilterRegex: '^(src|include)/.*'
# Disable specific checks
Checks: '-bugprone-easily-swappable-parameters'6. Run cppcheck
# Basic run
cppcheck --enable=all --std=c11 src/
# With compile_commands.json
cppcheck --project=build/compile_commands.json
# Include specific checks and suppress noise
cppcheck --enable=warning,performance,portability \
--suppress=missingIncludeSystem \
--suppress=unmatchedSuppression \
--error-exitcode=1 \
src/
# Generate XML report for CI
cppcheck --xml --xml-version=2 src/ 2> cppcheck-report.xml--enable= value | What it checks |
warning | Undefined behaviour, bad practices |
performance | Redundant operations, inefficient patterns |
portability | Non-portable constructs |
information | Configuration and usage notes |
all | Everything above |
7. Path-sensitive analysis with scan-build
# Intercept a Make build
scan-build make
# Intercept CMake build
scan-build cmake --build build/
# Show HTML report
scan-view /tmp/scan-build-*/
# With specific checkers
scan-build -enable-checker security.insecureAPI.gets \
-enable-checker alpha.unix.cstring.BufferOverlap \
makescan-build finds deeper bugs than clang-tidy: use-after-free across functions, dead stores from logic errors, null dereferences on complex paths.
8. CI integration
# GitHub Actions
- name: Static analysis
run: |
cmake -S . -B build -DCMAKE_EXPORT_COMPILE_COMMANDS=ON
run-clang-tidy -p build -j$(nproc) -warnings-as-errors '*'
- name: cppcheck
run: |
cppcheck --enable=warning,performance \
--suppress=missingIncludeSystem \
--error-exitcode=1 \
src/For clang-tidy check details, see references/clang-tidy-checks.md.
Related skills
- Use
skills/compilers/clangfor Clang toolchain and diagnostic flags - Use
skills/compilers/gccfor GCC warnings as complementary analysis - Use
skills/runtimes/sanitizersfor runtime bug detection alongside static analysis - Use
skills/build-systems/cmakeforCMAKE_EXPORT_COMPILE_COMMANDSsetup
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

