Directed Test Input Generator
ArabelaTso/Skills-4-SE
Generate targeted test inputs to reach specific code paths and hard-to-reach behaviors in Python code.
Linux kernel testing skill for KUnit, kselftest, syzkaller, and LTP.
$ npx skills add mohitmishra786/low-level-dev-skills --skill kernel-testing -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install mohitmishra786/low-level-dev-skills kernel-testing --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/mohitmishra786/low-level-dev-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/kernel/kernel-testing .claude/skills/kernel-testing && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "kernel-testing" agent skill from https://github.com/mohitmishra786/low-level-dev-skills/tree/main/skills/kernel/kernel-testing into .claude/skills/kernel-testing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kernel-testing", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/mohitmishra786/low-level-dev-skills/tree/main/skills/kernel/kernel-testingType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add mohitmishra786/low-level-dev-skills --skill kernel-testing -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install mohitmishra786/low-level-dev-skills kernel-testing --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mohitmishra786/low-level-dev-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/kernel/kernel-testing .agents/skills/kernel-testing && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "kernel-testing" agent skill from https://github.com/mohitmishra786/low-level-dev-skills/tree/main/skills/kernel/kernel-testing into .agents/skills/kernel-testing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kernel-testing", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add mohitmishra786/low-level-dev-skills --skill kernel-testing -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install mohitmishra786/low-level-dev-skills kernel-testing --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mohitmishra786/low-level-dev-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/kernel/kernel-testing .cursor/skills/kernel-testing && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "kernel-testing" agent skill from https://github.com/mohitmishra786/low-level-dev-skills/tree/main/skills/kernel/kernel-testing into .cursor/skills/kernel-testing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kernel-testing", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/mohitmishra786/low-level-dev-skills.git --path skills/kernel/kernel-testing--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add mohitmishra786/low-level-dev-skills --skill kernel-testing -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install mohitmishra786/low-level-dev-skills kernel-testing --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mohitmishra786/low-level-dev-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/kernel/kernel-testing .gemini/skills/kernel-testing && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "kernel-testing" agent skill from https://github.com/mohitmishra786/low-level-dev-skills/tree/main/skills/kernel/kernel-testing into .gemini/skills/kernel-testing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kernel-testing", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install mohitmishra786/low-level-dev-skills kernel-testingInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add mohitmishra786/low-level-dev-skills --skill kernel-testing -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/mohitmishra786/low-level-dev-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/kernel/kernel-testing .github/skills/kernel-testing && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "kernel-testing" agent skill from https://github.com/mohitmishra786/low-level-dev-skills/tree/main/skills/kernel/kernel-testing into .github/skills/kernel-testing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kernel-testing", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add mohitmishra786/low-level-dev-skills --skill kernel-testing -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install mohitmishra786/low-level-dev-skills kernel-testing --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mohitmishra786/low-level-dev-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/kernel/kernel-testing .opencode/skills/kernel-testing && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "kernel-testing" agent skill from https://github.com/mohitmishra786/low-level-dev-skills/tree/main/skills/kernel/kernel-testing into .opencode/skills/kernel-testing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kernel-testing", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
kernel-testingLinux kernel testing skill for KUnit, kselftest, syzkaller, and LTP.
Kernel Testing is an agent skill from mohitmishra786/low-level-dev-skills. Linux kernel testing skill for KUnit, kselftest, syzkaller, and LTP. Use when writing KUnit tests, running kselftest harness, configuring syzkaller fuzzing, or integrating KernelCI. Activates on queries about kunittestsuite, kunit.py, kselftest, syzkaller, kcov, or Linux Test Project.
Its SKILL.md is about 1.4k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Security, covering Fuzzing, Test generation and Unit testing. It works with Linux. The repository describes itself as: A curated suite of AI agent skills for systems and low-level programming with C/C++, Rust, and Zig toolchains, covering compilers, debuggers, profilers, build systems…. The licence is MIT.
8 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit bdc5847. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
makegitFrom the folder's file list and the shell code blocks in SKILL.md.
Hosts in commands or code, which the agent is likely to contact:
github.comkernelci.orgFrom URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Kernel Testing loads about 1.4k tokens when it runs. Until then it costs about 76 tokens; SKILL.md has 252 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from mohitmishra786/low-level-dev-skills at commit bdc5847, republished under its MIT licence (© mohitmishra786). 252 words, ~1,414 tokens.
.claude/skills/kernel-testing/SKILL.md (or your agent's skills folder).Guide agents through testing the Linux kernel: KUnit in-kernel unit tests, the kselftest harness, syzkaller fuzzing with kcov coverage, Linux Test Project (LTP) syscall regression, and KernelCI integration for continuous testing.
tools/testing/selftests/// test_example.c
#include <kunit/test.h>
static void example_test(struct kunit *test)
{
KUNIT_EXPECT_EQ(test, 1 + 1, 2);
KUNIT_ASSERT_NOT_ERR_OR_NULL(test, kmalloc(16, GFP_KERNEL));
}
static struct kunit_case example_test_cases[] = {
KUNIT_CASE(example_test),
{}
};
static struct kunit_suite example_suite = {
.name = "example",
.test_cases = example_test_cases,
};
kunit_test_suite(example_suite);
MODULE_LICENSE("GPL");# Makefile
obj-$(CONFIG_KUNIT) += test_example.o# Run KUnit (in-tree)
./tools/testing/kunit/kunit.py run
# Run specific test
./tools/testing/kunit/kunit.py run --filter example
# With cross-compilation
./tools/testing/kunit/kunit.py run --cross_compile aarch64-linux-gnu- \
--arch arm64KUnit runs in kernel context (UMH or dedicated kunit kernel). Use kunit_kmalloc for test allocations.
# Build all selftests
cd tools/testing/selftests
make -j$(nproc)
# Run all
make run_tests
# Run specific test
./memfd/memfd_test
./mount/run_unprivileged_remount.shAdding a new selftest:
tools/testing/selftests/mytest/
├── Makefile
├── mytest.c
└── config # optional kconfig requirements# tools/testing/selftests/mytest/Makefile
CFLAGS += -Wall
TEST_GEN_FILES := mytest
TEST_PROGS := mytest
include ../lib.mk# Run from top-level
make -C tools/testing/selftests/mytest run_tests# Install syzkaller
git clone https://github.com/google/syzkaller
cd syzkaller && make
# Manager config (manager.cfg)
{
"target": "linux/amd64",
"http": "127.0.0.1:56741",
"workdir": "/tmp/syzkaller",
"kernel_obj": "/path/to/kernel/build",
"syzkaller": "/path/to/syzkaller",
"procs": 8,
"type": "qemu",
"vm": {
"count": 4,
"kernel": "/path/to/bzImage",
"cpu": 2,
"mem": 2048
}
}# Start manager
./bin/syz-manager -config manager.cfg
# Reproduce a crash
./bin/syz-repro -config manager.cfg crash-report.txtKernel requirements: CONFIG_KCOV, CONFIG_DEBUG_FS, CONFIG_KASAN (recommended).
# Enable kcov on instrumented kernel
# CONFIG_KCOV=y in kernel config
# syzkaller uses kcov automatically
# Manual coverage via debugfs
ls /sys/kernel/debug/kcov/Coverage guides syzkaller toward unexplored kernel paths.
# Build LTP
git clone https://github.com/linux-test-project/ltp
cd ltp
make autotools
./configure
make -j$(nproc)
make install
# Run syscall tests
cd /opt/ltp
./runltp -f syscalls
# Run specific test
./runltp -f syscalls -s pipe01LTP categories: syscalls, FS, network, IPC, controllers, security.
# Local kernel build test (simplified workflow)
# KernelCI tests patches against multiple defconfigs
# Submit build to KernelCI (project-specific tokens)
# See https://kernelci.org/docs/
# Check boot and kselftest results in KernelCI dashboardTypical CI pipeline:
Patch → build (allmodconfig) → boot test (QEMU) → kselftest → LTP subsetWhat to test?
├── Pure kernel function logic → KUnit
├── Userspace-visible behavior (syscall, ioctl) → kselftest
├── Security/crash finding → syzkaller + KASAN
├── Regression across distros → LTP
└── Upstream patch CI → KernelCICONFIG_KUNIT=y
CONFIG_KCOV=y
CONFIG_KASAN=y
CONFIG_DEBUG_INFO_DWARF5=y
CONFIG_FRAME_POINTER=y
CONFIG_FTRACE=ymake kvm_guest.config # reasonable test config base
scripts/config --enable KUNIT KCOV KASAN
make olddefconfig| Symptom | Cause | Fix |
|---|---|---|
| KUnit tests not found | CONFIG_KUNIT disabled | Enable in .config; rebuild |
| kselftest SKIP | Missing kernel feature | Check config file requirements |
| syzkaller no crashes | Wrong VM config | Verify QEMU boots; check kernel cmdline |
| kcov zero coverage | CONFIG_KCOV off | Rebuild kernel with kcov |
| LTP massive failures | Wrong environment | Run as root; check prerequisites in README |
| kunit.py hangs | UML vs hardware mismatch | Specify --arch and cross-compile |
skills/low-level-programming/linux-kernel-modules — modules under testskills/kernel/device-drivers — driver logic to unit testskills/kernel/kernel-debugging — debug failures found by testsskills/runtimes/fuzzing — userspace fuzzing concepts (libFuzzer)skills/runtimes/sanitizers — KASAN/KMSAN for kernelskills/virtualization/qemu-kvm — QEMU for kernel boot testing© mohitmishra786, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in skills/kernel/kernel-testing of mohitmishra786/low-level-dev-skills.
Open the folder on GitHubat commit bdc5847
Kernel Testing next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Kernel Testing this skillmohitmishra786/low-level-dev-skills | 253 | — | ~1.4k | Automated safety check: Pass | MIT | |
| Directed Test Input GeneratorArabelaTso/Skills-4-SE | 253 | — | ~3k | Automated safety check: Pass | Apache-2.0 | |
| Blue Teamgaasher/Agent-Loop-Skills | 174 | — | ~3.6k | Automated safety check: Pass | MIT | |
| Vibe Fuzz Parser Inputsash1794/vibe-engineering | 162 | — | ~689 | Automated safety check: Pass | MIT | |
| Re Crash Triagedslsdzc/rev-skills | 117 | — | ~1.7k | Automated safety check: Notes | Apache-2.0 | |
| Adk Verify Snippetsgoogle/adk-python | 22k | — | ~1.4k | Automated safety check: Pass | Apache-2.0 |
ArabelaTso/Skills-4-SE
Generate targeted test inputs to reach specific code paths and hard-to-reach behaviors in Python code.
gaasher/Agent-Loop-Skills
A skill your agent uses when the user has concrete failing cases in code or a guardrail/classifier/filter/prompt/API they own — a red-team failure catalogue OR a CI/CD test-failure report (failing…
ash1794/vibe-engineering
Generates fuzz test scaffolding for parsers handling external input (YAML, JSON, config files, user input).
dslsdzc/rev-skills
崩溃/漏洞样本分析:确定性复现、ASAN/UBSAN 报告解读、输入最小化 (afl-tmin/cmin)、gdb 回溯定位、rr 录制重放、PoC 产出。
google/adk-python
Checks that every Python code block in a Markdown file actually compiles and runs, by extracting each block to a temporary file, executing it in an isolated subprocess, and writing a pass/fail…
dimensionalOS/dimos
Rules for writing, fixing and reviewing pytest unit tests that are hermetic: behavior-focused, deterministic, isolated and cheap to run.
mohitmishra786/low-level-dev-skills
Guides reading and writing AArch64 and ARM Thumb assembly: compiler output, inline asm, registers, the AAPCS calling convention and NEON or SVE basics.
mohitmishra786/low-level-dev-skills
Reference for RISC-V assembly on RV32 and RV64: register names and calling convention, extension naming, GCC and Clang inline asm, and QEMU with GDB debugging.
mohitmishra786/low-level-dev-skills
Explains x86-64 registers, the System V AMD64 calling convention, and how to read compiler-generated or inline assembly.
mohitmishra786/low-level-dev-skills
Guides your agent through Bazel for C/C++ projects: BUILD files, Bzlmod dependencies, toolchain registration, remote execution, dependency queries and sandbox debugging.
mohitmishra786/low-level-dev-skills
Binary hardening skill for security-hardened C/C++ builds. An agent skill from mohitmishra786/low-level-dev-skills.
mohitmishra786/low-level-dev-skills
GNU binutils skill for binary manipulation and analysis. An agent skill from mohitmishra786/low-level-dev-skills.
Works with
Categories
Linux kernel testing skill for KUnit, kselftest, syzkaller, and LTP. Kernel Testing is an agent skill from mohitmishra786/low-level-dev-skills. Linux kernel testing skill for KUnit, kselftest, syzkaller, and LTP.
Kernel Testing fits situations like: writing KUnit tests; running kselftest harness; configuring syzkaller fuzzing; integrating KernelCI.
Run `npx skills add mohitmishra786/low-level-dev-skills --skill kernel-testing -a claude-code`. Or copy the skill folder (skills/kernel/kernel-testing in mohitmishra786/low-level-dev-skills) into .claude/skills/kernel-testing in your project. Claude Code loads it when a task matches its description.
Run `npx skills add mohitmishra786/low-level-dev-skills --skill kernel-testing -a codex`. Or copy the skill folder (skills/kernel/kernel-testing in mohitmishra786/low-level-dev-skills) into .agents/skills/kernel-testing in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add mohitmishra786/low-level-dev-skills --skill kernel-testing -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/kernel-testing, .gemini/skills/kernel-testing, .github/skills/kernel-testing and .opencode/skills/kernel-testing in your project.
Going by SKILL.md and its folder, Kernel Testing needs the command-line tools its instructions call (make and git).
SKILL.md names 2 domains. In commands or code: github.com and kernelci.org; the agent is likely to contact these when it follows the instructions. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Kernel Testing is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.4k tokens (SKILL.md is roughly 5.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Kernel Testing: Directed Test Input Generator (ArabelaTso/Skills-4-SE, 253 stars), Blue Team (gaasher/Agent-Loop-Skills, 174 stars), Vibe Fuzz Parser Inputs (ash1794/vibe-engineering, 162 stars) and Re Crash Triage (dslsdzc/rev-skills, 117 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
mohitmishra786 (a GitHub user) maintains it in mohitmishra786/low-level-dev-skills, which has 253 GitHub stars. The repository holds 138 skills in this directory. The repository was last updated on June 27, 2026.
Source: mohitmishra786/low-level-dev-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.