Agent skill

Hunting For Unusual Service Installations

by mukul975 in mukul975/Anthropic-Cybersecurity-Skills

Detects suspicious Windows service installations (MITRE ATT&CK T1543.003) by parsing System event log Event ID 7045, analyzing service binary paths, and flagging indicators of persistence mechanisms…

Apache-2.0Auto-check passedSecurity

Install Hunting For Unusual Service Installations

skills CLI
$ npx skills add mukul975/Anthropic-Cybersecurity-Skills --skill hunting-for-unusual-service-installations -a claude-code

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

GitHub CLI
$ gh skill install mukul975/Anthropic-Cybersecurity-Skills hunting-for-unusual-service-installations --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/hunting-for-unusual-service-installations .claude/skills/hunting-for-unusual-service-installations && 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
hunting-for-unusual-service-installations
GitHub stars
34k
Token cost
~677 tokens
SKILL.md length
230 words
Files
4 (incl. scripts, references)
Skills in repo
644
Repo updated
First seen
Licence
Apache-2.0

At a glance

Detects suspicious Windows service installations (MITRE ATT&CK T1543.003) by parsing System event log Event ID 7045, analyzing service binary paths, and flagging indicators of persistence mechanisms…

  • Works in 7 steps: Parse System.evtx for Event ID 7045 (new… → Extract service name, binary path,… → Flag services with suspicious binary… → …
  • Hunting for new-service persistence after a suspected compromise
  • SKILL.md covers Overview, When to Use, Prerequisites and Steps, plus 1 more section
  • Runs Python scripts from its folder

What it does

Hunting For Unusual Service Installations is an agent skill from mukul975/Anthropic-Cybersecurity-Skills. Detects suspicious Windows service installations (MITRE ATT&CK T1543.003) by parsing System event log Event ID 7045, analyzing service binary paths, and flagging indicators of persistence mechanisms via Sysmon/EDR telemetry. Use when hunting for new-service persistence after a suspected compromise, when Event ID 7045 fires for an unfamiliar service, or during incident response to enumerate service-based persistence on Windows hosts.

Its SKILL.md is about 680 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 Security, covering Incident response and Security operations. 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

  • Hunting for new-service persistence after a suspected compromise
  • Event ID 7045 fires for an unfamiliar service
  • During incident response to enumerate service-based persistence on Windows hosts

Example prompts

  • “Use the hunting-for-unusual-service-installations skill to detect suspicious Windows service installations (MITRE ATT&CK T1543.003) by parsing…”
  • “/hunting-for-unusual-service-installations”

Requirements

  • Python 3

Workflow steps

7 steps, taken from the first numbered list in SKILL.md.

  1. Parse System.evtx for Event ID 7045 (new service installed)
  2. Extract service name, binary path, service type, and account
  3. Flag services with suspicious binary paths (temp dirs, encoded commands)
  4. Detect PowerShell-based service creation patterns
  5. Identify services running as LocalSystem with unusual paths
  6. Cross-reference with known legitimate service baselines
  7. Generate threat hunting report with MITRE ATT&CK T1543.003 mapping

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.

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

  • Network

    No URLs in SKILL.md.

    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

Hunting For Unusual Service Installations loads about 677 tokens when it runs, and up to ~1.3k if it reads all its reference files. Until then it costs about 120 tokens; SKILL.md has 230 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~120
When it runs · the whole SKILL.md, loaded when a task matches
~677
With references · SKILL.md plus every file in references/, read only if the agent opens them
~1.3k

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 passed

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); 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). 230 words, ~677 tokens.

Download SKILL.mdSave it as .claude/skills/hunting-for-unusual-service-installations/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.
name
hunting-for-unusual-service-installations
description
Detects suspicious Windows service installations (MITRE ATT&CK T1543.003) by parsing System event log Event ID 7045, analyzing service binary paths, and flagging indicators of persistence mechanisms via Sysmon/EDR telemetry. Use when hunting for new-service persistence after a suspected compromise, when Event ID 7045 fires for an unfamiliar service, or during incident response to enumerate service-based persistence on Windows hosts.
domain
cybersecurity
subdomain
threat-hunting
tags
threat-hunting, T1543.003, service-installation, persistence, Event-7045, Sysmon, Windows-services
version
1.0
author
mahipal
license
Apache-2.0
d3fend_techniques
Platform Hardening, System Configuration Permissions, Restore Object, Restore Database, Asset Inventory
nist_csf
DE.CM-01, DE.AE-02, DE.AE-07, ID.RA-05
mitre_attack
T1046, T1057, T1082, T1083, T1547

Hunting for Unusual Service Installations

Overview

Attackers frequently install malicious Windows services for persistence and privilege escalation (MITRE ATT&CK T1543.003 — Create or Modify System Process: Windows Service). Event ID 7045 in the System event log records every new service installation. This skill parses .evtx log files to extract service installation events, flags suspicious binary paths (temp directories, PowerShell, cmd.exe, encoded commands), and correlates with known attack patterns.

When to Use

  • When investigating security incidents that require hunting for unusual service installations
  • When building detection rules or threat hunting queries for this domain
  • When SOC analysts need structured procedures for this analysis type
  • When validating security monitoring coverage for related attack techniques

Prerequisites

  • Python 3.9+ with python-evtx, lxml
  • Windows System event log (.evtx) files
  • Access to live System event log (optional, for real-time monitoring)
  • Sysmon logs for enhanced process tracking (optional)

Steps

  1. Parse System.evtx for Event ID 7045 (new service installed)
  2. Extract service name, binary path, service type, and account
  3. Flag services with suspicious binary paths (temp dirs, encoded commands)
  4. Detect PowerShell-based service creation patterns
  5. Identify services running as LocalSystem with unusual paths
  6. Cross-reference with known legitimate service baselines
  7. Generate threat hunting report with MITRE ATT&CK T1543.003 mapping

Expected Output

  • JSON report listing all new service installations with risk scores, suspicious indicators, and remediation recommendations
  • Timeline of service installation events with binary path analysis

© 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/hunting-for-unusual-service-installations 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

Hunting For Unusual Service Installations 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.

Hunting For Unusual Service Installations compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Hunting For Unusual Service Installations this skillmukul975/Anthropic-Cybersecurity-Skills34k—~677Automated safety check: PassApache-2.0
Incident Triagebriiirussell/cybersecurity-skills413—~1.5kAutomated safety check: NotesMIT
Breach Detection Systemmukul975/Privacy-Data-Protection-Skills301—~3kAutomated safety check: PassApache-2.0
Sentinelvinayaklatthe/microsoft-security-skills175—~2.2kAutomated safety check: PassMIT
Msp HelpdeskRTFM-IT-Services-LLC/msp-claude-skills115—~3.3kAutomated safety check: PassCustom licence
Forensics OsqueryAgentSecOps/SecOpsAgentKit2201 repos~4.9kAutomated safety check: NotesCustom licence

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Questions about Hunting For Unusual Service Installations

What does Hunting For Unusual Service Installations do?

Detects suspicious Windows service installations (MITRE ATT&CK T1543.003) by parsing System event log Event ID 7045, analyzing service binary paths, and flagging indicators of persistence mechanisms…. Hunting For Unusual Service Installations is an agent skill from mukul975/Anthropic-Cybersecurity-Skills.003) by parsing System event log Event ID 7045, analyzing service binary paths, and flagging indicators of persistence mechanisms via Sysmon/EDR telemetry.

When should I use Hunting For Unusual Service Installations?

Hunting For Unusual Service Installations fits situations like: hunting for new-service persistence after a suspected compromise; event ID 7045 fires for an unfamiliar service; during incident response to enumerate service-based persistence on Windows hosts.

How do I install Hunting For Unusual Service Installations in Claude Code?

Run `npx skills add mukul975/Anthropic-Cybersecurity-Skills --skill hunting-for-unusual-service-installations -a claude-code`. Or copy the skill folder (skills/hunting-for-unusual-service-installations in mukul975/Anthropic-Cybersecurity-Skills) into .claude/skills/hunting-for-unusual-service-installations in your project. Claude Code loads it when a task matches its description.

How do I install Hunting For Unusual Service Installations in Codex?

Run `npx skills add mukul975/Anthropic-Cybersecurity-Skills --skill hunting-for-unusual-service-installations -a codex`. Or copy the skill folder (skills/hunting-for-unusual-service-installations in mukul975/Anthropic-Cybersecurity-Skills) into .agents/skills/hunting-for-unusual-service-installations in your project. Codex loads it when a task matches its description.

Can I use Hunting For Unusual Service Installations 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 hunting-for-unusual-service-installations -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/hunting-for-unusual-service-installations, .gemini/skills/hunting-for-unusual-service-installations, .github/skills/hunting-for-unusual-service-installations and .opencode/skills/hunting-for-unusual-service-installations in your project.

What does Hunting For Unusual Service Installations need to run?

Going by SKILL.md and its folder, Hunting For Unusual Service Installations needs Python for the scripts in its folder. Our summary lists: Python 3.

Does Hunting For Unusual Service Installations access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Hunting For Unusual Service Installations safe to install?

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

What licence does Hunting For Unusual Service Installations use?

Hunting For Unusual Service Installations 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 Hunting For Unusual Service Installations use?

About 677 tokens (SKILL.md is roughly 2.7k 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 660 tokens, read only when the agent opens those files.

What are the alternatives to Hunting For Unusual Service Installations?

Skills that share tags, products or a category with Hunting For Unusual Service Installations: Incident Triage (briiirussell/cybersecurity-skills, 413 stars), Breach Detection System (mukul975/Privacy-Data-Protection-Skills, 301 stars), Sentinel (vinayaklatthe/microsoft-security-skills, 175 stars) and Msp Helpdesk (RTFM-IT-Services-LLC/msp-claude-skills, 115 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Hunting For Unusual Service Installations?

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.