Swig CI Repro
swig/swig
Reproduce a GitHub Actions Linux CI failure locally when it does not happen on your machine: a podman/docker image that mirrors the ubuntu-22.04 runner by reusing the real Tools/CI-linux-.sh install…
Linux containers internals skill for namespaces, cgroups, and OCI.
$ npx skills add mohitmishra786/low-level-dev-skills --skill containers-internals -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install mohitmishra786/low-level-dev-skills containers-internals --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/virtualization/containers-internals .claude/skills/containers-internals && 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 "containers-internals" agent skill from https://github.com/mohitmishra786/low-level-dev-skills/tree/main/skills/virtualization/containers-internals into .claude/skills/containers-internals/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "containers-internals", 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/virtualization/containers-internalsType 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 containers-internals -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install mohitmishra786/low-level-dev-skills containers-internals --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/virtualization/containers-internals .agents/skills/containers-internals && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "containers-internals" agent skill from https://github.com/mohitmishra786/low-level-dev-skills/tree/main/skills/virtualization/containers-internals into .agents/skills/containers-internals/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "containers-internals", 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 containers-internals -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install mohitmishra786/low-level-dev-skills containers-internals --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/virtualization/containers-internals .cursor/skills/containers-internals && 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 "containers-internals" agent skill from https://github.com/mohitmishra786/low-level-dev-skills/tree/main/skills/virtualization/containers-internals into .cursor/skills/containers-internals/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "containers-internals", 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/virtualization/containers-internals--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 containers-internals -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install mohitmishra786/low-level-dev-skills containers-internals --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/virtualization/containers-internals .gemini/skills/containers-internals && 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 "containers-internals" agent skill from https://github.com/mohitmishra786/low-level-dev-skills/tree/main/skills/virtualization/containers-internals into .gemini/skills/containers-internals/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "containers-internals", 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 containers-internalsInstalls 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 containers-internals -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/virtualization/containers-internals .github/skills/containers-internals && 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 "containers-internals" agent skill from https://github.com/mohitmishra786/low-level-dev-skills/tree/main/skills/virtualization/containers-internals into .github/skills/containers-internals/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "containers-internals", 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 containers-internals -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 containers-internals --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/virtualization/containers-internals .opencode/skills/containers-internals && 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 "containers-internals" agent skill from https://github.com/mohitmishra786/low-level-dev-skills/tree/main/skills/virtualization/containers-internals into .opencode/skills/containers-internals/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "containers-internals", 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.
containers-internalsLinux containers internals skill for namespaces, cgroups, and OCI.
Containers Internals is an agent skill from mohitmishra786/low-level-dev-skills. Linux containers internals skill for namespaces, cgroups, and OCI. Use when understanding clone/unshare namespaces, cgroups v2 limits, overlayfs, runc, seccomp profiles, capabilities, or escape mitigations. Activates on queries about namespaces, cgroups, overlayfs, runc, seccomp-bpf, OCI spec, or container escape.
Its SKILL.md is about 1.6k 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 DevOps & Cloud, covering Containers. It works with Linux and Docker. 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:
dockerFrom 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.comFrom 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.
Containers Internals loads about 1.6k tokens when it runs. Until then it costs about 84 tokens; SKILL.md has 292 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 noted patterns worth knowing about, such as sudo or a known installer.
sudo runc run mycontainerAutomated 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). 292 words, ~1,617 tokens.
.claude/skills/containers-internals/SKILL.md (or your agent's skills folder).Guide agents through Linux container internals: namespaces (clone, unshare, nsenter), cgroups v2 resource limits, overlayfs storage, runc and the OCI runtime spec, seccomp-bpf filtering, Linux capabilities for privilege dropping, and container escape mitigations.
# List namespaces for a process
ls -la /proc/self/ns/
readlink /proc/self/ns/pid
readlink /proc/1234/ns/net
# Enter container namespaces
nsenter -t <pid> -m -u -i -n -p bash
# Unshare namespaces (manual container)
unshare --fork --mount-proc --pid --net --uts --ipc bash| Namespace | Isolates |
|---|---|
CLONE_NEWNS (mount) | Mount points, filesystem roots |
CLONE_NEWPID | Process IDs |
CLONE_NEWNET | Network stack |
CLONE_NEWUTS | Hostname |
CLONE_NEWIPC | SysV IPC, POSIX message queues |
CLONE_NEWUSER | UID/GID mappings |
CLONE_NEWCGROUP | cgroup root view |
// clone() with namespaces
#define _GNU_SOURCE
#include <sched.h>
int container_init(void *arg) {
sethostname("container", 9);
mount("proc", "/proc", "proc", 0, NULL);
execv("/bin/sh", (char *[]){"/bin/sh", NULL});
return 1;
}
int stack[1024 * 1024];
clone(container_init, stack + sizeof(stack)/sizeof(int),
CLONE_NEWPID | CLONE_NEWNS | CLONE_NEWNET | SIGCHLD, NULL);# Unified hierarchy (cgroup v2)
mount -t cgroup2 none /sys/fs/cgroup
# Create cgroup and set limits
mkdir /sys/fs/cgroup/mycontainer
echo $$ > /sys/fs/cgroup/mycontainer/cgroup.procs
# Memory limit 256MB
echo 256M > /sys/fs/cgroup/mycontainer/memory.max
# CPU weight (relative to siblings, default 100)
echo 50 > /sys/fs/cgroup/mycontainer/cpu.weight
# IO weight
echo default 100 > /sys/fs/cgroup/mycontainer/io.weight# Check current cgroup
cat /proc/self/cgroup
# OOM events
cat /sys/fs/cgroup/mycontainer/memory.eventsoverlayfs layers
├── lowerdir (read-only image layers)
├── upperdir (container writes)
├── workdir (internal bookkeeping)
└── merged (mount point seen by container)mount -t overlay overlay \
-o lowerdir=lower1:lower2,upperdir=upper,workdir=work \
merged
# Docker stores layers in /var/lib/docker/overlay2/Copy-on-write: reads from lower, writes go to upper.
# Generate default OCI config
mkdir -p mycontainer/rootfs
runc spec
# Edit config.json — namespaces, mounts, process args
# Run container
sudo runc run mycontainer
# List
runc listconfig.json key sections:
{
"ociVersion": "1.0.2",
"process": {
"args": ["/bin/sh"],
"capabilities": { "bounding": ["CAP_NET_BIND_SERVICE"] }
},
"linux": {
"namespaces": [
{"type": "pid"}, {"type": "network"}, {"type": "mount"}
],
"seccomp": { ... },
"resources": {
"memory": { "limit": 268435456 }
}
},
"root": { "path": "rootfs", "readonly": false }
}// libseccomp example — block mount
#include <seccomp.h>
scmp_filter_ctx ctx = seccomp_init(SCMP_ACT_ALLOW);
seccomp_rule_add(ctx, SCMP_ACT_ERRNO(EPERM), SCMP_SYS(mount), 0);
seccomp_rule_add(ctx, SCMP_ACT_ERRNO(EPERM), SCMP_SYS(pivot_root), 0);
seccomp_load(ctx);# Docker default seccomp profile (JSON)
# https://github.com/moby/moby/blob/master/profiles/seccomp/default.json
# Audit blocked syscalls
# kernel: seccomp log via auditd
ausearch -m SECCOMP| Action | Effect |
|---|---|
SCMP_ACT_KILL | Kill process |
SCMP_ACT_ERRNO(n) | Return error |
SCMP_ACT_TRACE | Notify tracer |
SCMP_ACT_ALLOW | Permit syscall |
# Drop all caps except needed
capsh --drop=all --add=net_bind_service -- -c '/app/server'
# File capabilities
setcap cap_net_bind_service+ep /usr/bin/myserver
getcap /usr/bin/myserverIn containers: default Docker drops CAP_SYS_ADMIN, CAP_NET_RAW, etc. Run as non-root with minimal bounding set.
# Rootless podman/docker maps root in container to unprivileged UID on host
cat /proc/self/uid_map
# 0 1000 1
# container UID 0 → host UID 1000Rootless limits: cannot mount most filesystems, no CAP_SYS_ADMIN.
Defense layers
├── User namespace (rootless)
├── seccomp (block dangerous syscalls)
├── AppArmor/SELinux (MAC)
├── Capabilities drop (--cap-drop=ALL)
├── Read-only rootfs
├── no-new-privileges
└── Seccomp + Landlock for filesystemdocker run --read-only --cap-drop=ALL --security-opt=no-new-privileges \
--security-opt seccomp=default.json myimageKnown escape vectors: mounted docker.sock, privileged mode, kernel CVEs, /proc leaks.
| Symptom | Cause | Fix |
|---|---|---|
| Container OOMKilled | memory.max exceeded | Raise limit or fix leak |
| CPU throttled | cpu.max quota low | Adjust cpu.max or weight |
| Permission denied in container | Capability dropped | Add specific cap or fix app |
| seccomp kill on start | Missing syscall in profile | strace to find; allow syscall |
| overlay mount fail | workdir not empty | Clean workdir; check permissions |
| Rootless mount fail | User namespace limits | Use volume mounts from host |
skills/virtualization/qemu-kvm — VM isolation vs containersskills/security/kernel-security — SELinux, AppArmor, seccomp depthskills/observability/ebpf — trace container syscallsskills/runtimes/binary-hardening — seccomp and capabilities in productionskills/kernel/kernel-internals — cgroups and namespaces in kernelskills/profilers/strace-ltrace — syscall tracing for seccomp tuning© 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/virtualization/containers-internals of mohitmishra786/low-level-dev-skills.
Open the folder on GitHubat commit bdc5847
Containers Internals 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 |
|---|---|---|---|---|---|---|
| Containers Internals this skillmohitmishra786/low-level-dev-skills | 252 | — | ~1.6k | Automated safety check: Notes | MIT | |
| Swig CI Reproswig/swig | 6.3k | — | ~1.2k | Automated safety check: Pass | Custom licence | |
| .NET Crash Dump Collectiondotnet/skills | 5.6k | 2 repos | ~1.1k | Automated safety check: Pass | MIT | |
| Docker Jfr Benchmark Loopeclipse-rdf4j/rdf4j | 420 | — | ~945 | Automated safety check: Pass | BSD-3-Clause | |
| Minimegasandia-minimega/minimega | 160 | — | ~3.2k | Automated safety check: Pass | GPL-3.0-only | |
| Oneclickvirtoneclickvirt/oneclickvirt | 372 | — | ~1.1k | Automated safety check: Pass | GPL-3.0 |
swig/swig
Reproduce a GitHub Actions Linux CI failure locally when it does not happen on your machine: a podman/docker image that mirrors the ubuntu-22.04 runner by reusing the real Tools/CI-linux-.sh install…
dotnet/skills
Configures automatic crash dumps or captures dumps from running processes for modern .NET apps on Linux, macOS and Windows, including Docker and Kubernetes.
eclipse-rdf4j/rdf4j
Run a repeatable RDF4J performance loop against one JMH benchmark in Docker with Linux Java 26 and JFR CPU-time profiling.
sandia-minimega/minimega
This skill should be used when the user asks how to configure, run, automate, integrate, or troubleshoot minimega (VMs, namespaces, VLANs, clusters, miniccc, miniweb, command socket or Python API…
oneclickvirt/oneclickvirt
OneClickVirt operations skill for managing containers, virtual machines, provider nodes, health checks, and metrics through MCP.
devsy-org/devsy
Operate Devsy workspaces and providers for end users. An agent skill from devsy-org/devsy.
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.
Categories
Linux containers internals skill for namespaces, cgroups, and OCI. Containers Internals is an agent skill from mohitmishra786/low-level-dev-skills. Linux containers internals skill for namespaces, cgroups, and OCI.
Containers Internals fits situations like: understanding clone/unshare namespaces; cgroups v2 limits; seccomp profiles; escape mitigations.
Run `npx skills add mohitmishra786/low-level-dev-skills --skill containers-internals -a claude-code`. Or copy the skill folder (skills/virtualization/containers-internals in mohitmishra786/low-level-dev-skills) into .claude/skills/containers-internals in your project. Claude Code loads it when a task matches its description.
Run `npx skills add mohitmishra786/low-level-dev-skills --skill containers-internals -a codex`. Or copy the skill folder (skills/virtualization/containers-internals in mohitmishra786/low-level-dev-skills) into .agents/skills/containers-internals 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 containers-internals -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/containers-internals, .gemini/skills/containers-internals, .github/skills/containers-internals and .opencode/skills/containers-internals in your project.
Going by SKILL.md and its folder, Containers Internals needs the command-line tools its instructions call (docker). Our summary lists: Docker.
SKILL.md names 1 domain. In commands or code: github.com; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found notes only (runs commands with sudo), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
Containers Internals is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.6k tokens (SKILL.md is roughly 6.5k 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 Containers Internals: Swig CI Repro (swig/swig, 6.3k stars), .NET Crash Dump Collection (dotnet/skills, 5.6k stars), Docker Jfr Benchmark Loop (eclipse-rdf4j/rdf4j, 420 stars) and Minimega (sandia-minimega/minimega, 160 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 252 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.