Agent skill

Implementing Ebpf Security Monitoring

by mukul975 in mukul975/Anthropic-Cybersecurity-Skills

Implements eBPF-based security monitoring using Cilium Tetragon for real-time process execution tracking, network connection observability, file access auditing, and runtime enforcement.

Apache-2.0Auto-check: notesDevOps & Cloud

Install Implementing Ebpf Security Monitoring

skills CLI
$ npx skills add mukul975/Anthropic-Cybersecurity-Skills --skill implementing-ebpf-security-monitoring -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install mukul975/Anthropic-Cybersecurity-Skills implementing-ebpf-security-monitoring --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/mukul975/Anthropic-Cybersecurity-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/implementing-ebpf-security-monitoring .claude/skills/implementing-ebpf-security-monitoring && rm -rf skills-src

Use ~/.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/

Facts

Skill name
implementing-ebpf-security-monitoring
GitHub stars
34k
Token cost
~2.4k tokens
SKILL.md length
303 words
Files
4 (incl. scripts, references)
Skills in repo
644
Repo updated
First seen
Licence
Apache-2.0

At a glance

Implements eBPF-based security monitoring using Cilium Tetragon for real-time process execution tracking, network connection observability, file access auditing, and runtime enforcement.

  • Works in 9 steps: Install Tetragon on Kubernetes → Install Tetragon on Standalone Linux → Monitor Process Execution (Default) → …
  • Building kernel-level runtime security observability for Linux hosts
  • SKILL.md covers When to Use, Prerequisites, Instructions and Examples
  • Runs Python scripts from its folder; calls helm, kubectl and curl; reaches helm.cilium.io and github.com

What it does

Implementing Ebpf Security Monitoring is an agent skill from mukul975/Anthropic-Cybersecurity-Skills. Implements eBPF-based security monitoring using Cilium Tetragon for real-time process execution tracking, network connection observability, file access auditing, and runtime enforcement. Covers TracingPolicy CRD authoring with kprobe/tracepoint hooks, in-kernel filtering via matchArgs/matchBinaries selectors, JSON event export, and integration with SIEM pipelines. Use when building kernel-level runtime security observability for Linux hosts or Kubernetes clusters.

Its SKILL.md is about 2.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files, including scripts and reference files (for example `references/api-reference.md` and `scripts/agent.py`).

It sits in DevOps & Cloud, covering Container orchestration, Security operations and Observability. It works with Kubernetes and Linux. The repository describes itself as: 817 structured cybersecurity skills for AI agents · Mapped to 6 frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS, D3FEND, NIST AI RMF & MITRE F3 (Fight Fraud) · agentskills.io…. The licence is Apache-2.0.

When your agent uses it

  • Building kernel-level runtime security observability for Linux hosts
  • Kubernetes clusters

Example prompts

  • “Use the implementing-ebpf-security-monitoring skill to implement eBPF-based security monitoring using Cilium Tetragon for real-time process…”
  • “/implementing-ebpf-security-monitoring”

Requirements

  • Python 3

Workflow steps

9 steps, taken from the step headings in SKILL.md.

  1. Install Tetragon on Kubernetes
  2. Install Tetragon on Standalone Linux
  3. Monitor Process Execution (Default)
  4. Author TracingPolicy for File Access Monitoring
  5. Author TracingPolicy for Network Connection Monitoring
  6. Author TracingPolicy for Privilege Escalation Detection
  7. Runtime Enforcement with Sigkill Action
  8. Export Events to SIEM
  9. Kubernetes-Aware Namespace Filtering

What it can do on your machine

Read from SKILL.md and the folder at commit 54a7988. It shows what the files ask for, not the result of running them.

  • Tool permissions

    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.

  • Runs code

    Ships 1 file in scripts/ (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • helm
    • kubectl
    • curl
    • jq

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • helm.cilium.io
    • github.com

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Implementing Ebpf Security Monitoring loads about 2.4k tokens when it runs, and up to ~3.7k if it reads all its reference files. Until then it costs about 127 tokens; SKILL.md has 303 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~127
When it runs · the whole SKILL.md, loaded when a task matches
~2.4k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~3.7k

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.

Safety

Auto-check: notes

The automated check noted patterns worth knowing about, such as sudo or a known installer.

  • NoteRuns commands with sudoSKILL.md:93
    sudo cp tetragon /usr/local/bin/
  • NoteRuns commands with sudoSKILL.md:94
    sudo cp tetra /usr/local/bin/
  • NoteRuns commands with sudoSKILL.md:97
    sudo tetragon --btf /sys/kernel/btf/vmlinux &

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); the scripts in this folder are not scanned.

SKILL.md

The full file from mukul975/Anthropic-Cybersecurity-Skills at commit 54a7988, republished under its Apache-2.0 licence (© mukul975). 303 words, ~2,364 tokens.

Download SKILL.mdSave it as .claude/skills/implementing-ebpf-security-monitoring/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.
name
implementing-ebpf-security-monitoring
description
Implements eBPF-based security monitoring using Cilium Tetragon for real-time process execution tracking, network connection observability, file access auditing, and runtime enforcement. Covers TracingPolicy CRD authoring with kprobe/tracepoint hooks, in-kernel filtering via matchArgs/matchBinaries selectors, JSON event export, and integration with SIEM pipelines. Use when building kernel-level runtime security observability for Linux hosts or Kubernetes clusters.
domain
cybersecurity
subdomain
security-operations
tags
ebpf, tetragon, cilium, runtime-security, observability, kernel-security, kubernetes-security
version
1.0
author
mukul975
license
Apache-2.0
nist_ai_rmf
MEASURE-2.7, MAP-5.1, MANAGE-2.4
atlas_techniques
AML.T0070, AML.T0066, AML.T0082
nist_csf
DE.CM-01, RS.MA-01, GV.OV-01, DE.AE-02
mitre_attack
T1078, T1190, T1059, T1685.002, T1685.005

Implementing eBPF Security Monitoring

When to Use

  • When deploying kernel-level runtime security monitoring on Linux hosts or Kubernetes clusters
  • When you need sub-millisecond visibility into process execution, network connections, and file access
  • When traditional userspace monitoring tools introduce unacceptable performance overhead
  • When building detection pipelines that require in-kernel filtering before events reach userspace
  • When enforcing runtime security policies (kill process, send signal) at the kernel level

Prerequisites

  • Linux kernel 5.3+ with BTF (BPF Type Format) support enabled
  • Kubernetes 1.24+ cluster (for Kubernetes deployment) or standalone Linux host
  • Helm 3.x installed (for Kubernetes deployment)
  • kubectl configured with cluster access
  • tetra CLI installed for local event streaming
  • Python 3.8+ with requests, kubernetes, pyyaml dependencies
  • Root or CAP_BPF/CAP_SYS_ADMIN capabilities for eBPF program loading

Instructions

1. Install Tetragon on Kubernetes

Deploy Tetragon via Helm to get default process lifecycle observability:

bash
helm repo add cilium https://helm.cilium.io
helm repo update
helm install tetragon cilium/tetragon -n kube-system \
  --set tetragon.enableProcessCred=true \
  --set tetragon.enableProcessNs=true

Verify the installation:

bash
kubectl get pods -n kube-system -l app.kubernetes.io/name=tetragon
kubectl logs -n kube-system -l app.kubernetes.io/name=tetragon -c export-stdout -f | head -20
2. Install Tetragon on Standalone Linux

For non-Kubernetes Linux hosts, install from the tarball release:

bash
curl -LO https://github.com/cilium/tetragon/releases/latest/download/tetragon-linux-amd64.tar.gz
tar xzf tetragon-linux-amd64.tar.gz
sudo cp tetragon /usr/local/bin/
sudo cp tetra /usr/local/bin/

# Start tetragon daemon
sudo tetragon --btf /sys/kernel/btf/vmlinux &

# Stream events
tetra getevents -o compact
3. Monitor Process Execution (Default)

Tetragon generates process_exec and process_exit events by default without any TracingPolicy:

bash
# Stream process events in compact format
tetra getevents -o compact

# Stream in JSON for SIEM ingestion
tetra getevents -o json | jq '.process_exec // .process_exit'

Example process_exec JSON event:

json
{
  "process_exec": {
    "process": {
      "binary": "/usr/bin/curl",
      "arguments": "https://malicious.example.com/payload",
      "cwd": "/tmp",
      "uid": 1000,
      "pod": {
        "namespace": "default",
        "name": "webapp-7b4d9f8c6-x2k9p"
      },
      "parent": {
        "binary": "/bin/bash",
        "pid": 1234
      }
    }
  }
}
4. Author TracingPolicy for File Access Monitoring

Create a TracingPolicy CRD to monitor access to sensitive files via the sys_openat kprobe:

yaml
# file-access-monitor.yaml
apiVersion: cilium.io/v1alpha1
kind: TracingPolicy
metadata:
  name: monitor-sensitive-file-access
spec:
  kprobes:
    - call: "fd_install"
      syscall: false
      args:
        - index: 0
          type: "int"
        - index: 1
          type: "file"
      selectors:
        - matchArgs:
            - index: 1
              operator: "Prefix"
              values:
                - "/etc/shadow"
                - "/etc/passwd"
                - "/etc/sudoers"
                - "/root/.ssh/"
                - "/etc/kubernetes/pki/"
          matchActions:
            - action: Post

Apply and observe:

bash
kubectl apply -f file-access-monitor.yaml
tetra getevents -o compact --process-filter "event_set:PROCESS_KPROBE"
5. Author TracingPolicy for Network Connection Monitoring

Monitor outbound TCP connections using the tcp_connect kprobe:

yaml
# network-monitor.yaml
apiVersion: cilium.io/v1alpha1
kind: TracingPolicy
metadata:
  name: monitor-tcp-connections
spec:
  kprobes:
    - call: "tcp_connect"
      syscall: false
      args:
        - index: 0
          type: "sock"
      selectors:
        - matchActions:
            - action: Post
6. Author TracingPolicy for Privilege Escalation Detection

Detect setuid/setgid calls that may indicate privilege escalation:

yaml
# privilege-escalation-detect.yaml
apiVersion: cilium.io/v1alpha1
kind: TracingPolicy
metadata:
  name: detect-privilege-escalation
spec:
  kprobes:
    - call: "__sys_setuid"
      syscall: false
      args:
        - index: 0
          type: "int"
      selectors:
        - matchArgs:
            - index: 0
              operator: "Equal"
              values:
                - "0"
          matchActions:
            - action: Post
    - call: "commit_creds"
      syscall: false
      args:
        - index: 0
          type: "cred"
      selectors:
        - matchActions:
            - action: Post
7. Runtime Enforcement with Sigkill Action

Block unauthorized binary execution by killing the process in-kernel:

yaml
# enforce-binary-allowlist.yaml
apiVersion: cilium.io/v1alpha1
kind: TracingPolicy
metadata:
  name: enforce-no-crypto-miners
spec:
  kprobes:
    - call: "sys_execve"
      syscall: true
      args:
        - index: 0
          type: "string"
      selectors:
        - matchArgs:
            - index: 0
              operator: "Postfix"
              values:
                - "xmrig"
                - "minerd"
                - "cpuminer"
                - "cryptonight"
          matchActions:
            - action: Sigkill
8. Export Events to SIEM

Configure Tetragon to export JSON events to a file sink for Fluentd/Filebeat/Vector ingestion:

bash
# Helm values for file export
helm upgrade tetragon cilium/tetragon -n kube-system \
  --set tetragon.exportFilename=/var/log/tetragon/tetragon.log \
  --set tetragon.exportFileMaxSizeMB=100 \
  --set tetragon.exportFileMaxBackups=5

Then configure your log shipper (e.g., Filebeat) to tail /var/log/tetragon/tetragon.log and send to your SIEM.

9. Kubernetes-Aware Namespace Filtering

Use TracingPolicyNamespaced to scope monitoring to specific namespaces:

yaml
apiVersion: cilium.io/v1alpha1
kind: TracingPolicyNamespaced
metadata:
  name: monitor-production-file-access
  namespace: production
spec:
  kprobes:
    - call: "fd_install"
      syscall: false
      args:
        - index: 0
          type: "int"
        - index: 1
          type: "file"
      selectors:
        - matchArgs:
            - index: 1
              operator: "Prefix"
              values:
                - "/etc/shadow"
                - "/etc/passwd"

Examples

Detect Reverse Shell Connections
yaml
# reverse-shell-detect.yaml
apiVersion: cilium.io/v1alpha1
kind: TracingPolicy
metadata:
  name: detect-reverse-shells
spec:
  kprobes:
    - call: "tcp_connect"
      syscall: false
      args:
        - index: 0
          type: "sock"
      selectors:
        - matchBinaries:
            - operator: "In"
              values:
                - "/bin/bash"
                - "/bin/sh"
                - "/usr/bin/python3"
                - "/usr/bin/perl"
                - "/usr/bin/nc"
                - "/usr/bin/ncat"
          matchActions:
            - action: Post
Monitor Container Escape Attempts
yaml
# container-escape-detect.yaml
apiVersion: cilium.io/v1alpha1
kind: TracingPolicy
metadata:
  name: detect-container-escape
spec:
  kprobes:
    - call: "sys_openat"
      syscall: true
      args:
        - index: 0
          type: "int"
        - index: 1
          type: "string"
      selectors:
        - matchArgs:
            - index: 1
              operator: "Prefix"
              values:
                - "/proc/1/root"
                - "/proc/1/ns"
                - "/sys/kernel/security"
                - "/proc/sysrq-trigger"
          matchActions:
            - action: Post
    - call: "sys_mount"
      syscall: true
      args:
        - index: 0
          type: "string"
        - index: 1
          type: "string"
        - index: 2
          type: "string"
      selectors:
        - matchActions:
            - action: Post
Full Event Pipeline: Tetragon to Elasticsearch
bash
# Use tetra CLI to pipe events through jq into Elasticsearch
tetra getevents -o json | jq -c 'select(.process_kprobe != null)' | \
  while IFS= read -r line; do
    curl -s -X POST "http://elasticsearch:9200/tetragon-events/_doc" \
      -H "Content-Type: application/json" \
      -d "$line"
  done

© mukul975, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 3 other files (scripts, references) in skills/implementing-ebpf-security-monitoring of mukul975/Anthropic-Cybersecurity-Skills.

  • SKILL.md
  • LICENSE
  • references/api-reference.md
  • scripts/agent.py

Open the folder on GitHubat commit 54a7988

Compare with similar skills

Implementing Ebpf Security Monitoring 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.

Implementing Ebpf Security Monitoring compared with similar skills
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Implementing Ebpf Security Monitoring this skillmukul975/Anthropic-Cybersecurity-Skills34k—~2.4kAutomated safety check: NotesApache-2.0
Otel Profilesollygarden/opentelemetry-agent-skills106—~1.8kAutomated safety check: PassApache-2.0
Alibabacloud Ecs Sec Userspacealiyun/alibabacloud-ecs-troubleshoot-skills148—~2.6kAutomated safety check: NotesApache-2.0
Defender For Containersvinayaklatthe/microsoft-security-skills175—~2.1kAutomated safety check: PassMIT
Helm Chart ScaffoldingCybereason-Public/owLSM28013 repos~381Automated safety check: PassGPL-2.0
Kubeshark KFL2 Filter Referencekubeshark/kubeshark12k—~3.6kAutomated safety check: PassApache-2.0

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Works with

Questions about Implementing Ebpf Security Monitoring

What does Implementing Ebpf Security Monitoring do?

Implements eBPF-based security monitoring using Cilium Tetragon for real-time process execution tracking, network connection observability, file access auditing, and runtime enforcement. Implementing Ebpf Security Monitoring is an agent skill from mukul975/Anthropic-Cybersecurity-Skills. Implements eBPF-based security monitoring using Cilium Tetragon for real-time process execution tracking, network connection observability, file access auditing, and runtime enforcement.

When should I use Implementing Ebpf Security Monitoring?

Implementing Ebpf Security Monitoring fits situations like: building kernel-level runtime security observability for Linux hosts; Kubernetes clusters.

How do I install Implementing Ebpf Security Monitoring in Claude Code?

Run `npx skills add mukul975/Anthropic-Cybersecurity-Skills --skill implementing-ebpf-security-monitoring -a claude-code`. Or copy the skill folder (skills/implementing-ebpf-security-monitoring in mukul975/Anthropic-Cybersecurity-Skills) into .claude/skills/implementing-ebpf-security-monitoring in your project. Claude Code loads it when a task matches its description.

How do I install Implementing Ebpf Security Monitoring in Codex?

Run `npx skills add mukul975/Anthropic-Cybersecurity-Skills --skill implementing-ebpf-security-monitoring -a codex`. Or copy the skill folder (skills/implementing-ebpf-security-monitoring in mukul975/Anthropic-Cybersecurity-Skills) into .agents/skills/implementing-ebpf-security-monitoring in your project. Codex loads it when a task matches its description.

Can I use Implementing Ebpf Security Monitoring in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add mukul975/Anthropic-Cybersecurity-Skills --skill implementing-ebpf-security-monitoring -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/implementing-ebpf-security-monitoring, .gemini/skills/implementing-ebpf-security-monitoring, .github/skills/implementing-ebpf-security-monitoring and .opencode/skills/implementing-ebpf-security-monitoring in your project.

What does Implementing Ebpf Security Monitoring need to run?

Going by SKILL.md and its folder, Implementing Ebpf Security Monitoring needs Python for the scripts in its folder and the command-line tools its instructions call (helm, kubectl, curl and jq). Our summary lists: Python 3.

Does Implementing Ebpf Security Monitoring access the network?

SKILL.md names 2 domains. In commands or code: helm.cilium.io and github.com; the agent is likely to contact these when it follows the instructions. This is read from the text; nothing was executed.

Is Implementing Ebpf Security Monitoring safe to install?

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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Implementing Ebpf Security Monitoring use?

Implementing Ebpf Security Monitoring is published under the Apache-2.0 licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Implementing Ebpf Security Monitoring use?

About 2.4k tokens (SKILL.md is roughly 9.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 1.4k tokens, read only when the agent opens those files.

What are the alternatives to Implementing Ebpf Security Monitoring?

Skills that share tags, products or a category with Implementing Ebpf Security Monitoring: Otel Profiles (ollygarden/opentelemetry-agent-skills, 106 stars), Alibabacloud Ecs Sec Userspace (aliyun/alibabacloud-ecs-troubleshoot-skills, 148 stars), Defender For Containers (vinayaklatthe/microsoft-security-skills, 175 stars) and Helm Chart Scaffolding (Cybereason-Public/owLSM, 280 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Implementing Ebpf Security Monitoring?

mukul975 (a GitHub user) maintains it in mukul975/Anthropic-Cybersecurity-Skills, which has 34,116 GitHub stars. The repository holds 644 skills in this directory. The repository was last updated on August 31, 2026.

Source: mukul975/Anthropic-Cybersecurity-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.