Agent skill

Threat Hunting

by sickn33 in sickn33/agentic-awesome-skills

Blue-team threat hunting: detection engineering with Sigma/YARA, SIEM query design, and validation of incident detections against known technique patterns.

MITAuto-check passedSecurity

Install Threat Hunting

skills CLI
$ npx skills add sickn33/agentic-awesome-skills --skill threat-hunting -a claude-code

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

GitHub CLI
$ gh skill install sickn33/agentic-awesome-skills threat-hunting --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/sickn33/agentic-awesome-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/threat-hunting .claude/skills/threat-hunting && 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
threat-hunting
GitHub stars
47k
Used in
1 other repo
Token cost
~474 tokens
SKILL.md length
106 words
Files
2 (incl. references)
Skills in repo
1,497
Repo updated
First seen
Licence
MIT

At a glance

Blue-team threat hunting: detection engineering with Sigma/YARA, SIEM query design, and validation of incident detections against known technique patterns.

  • Works in 4 steps: 建假说 → 查询与堆叠 → 规则化 → …
  • Tasks that involve Security operations
  • SKILL.md covers When to Use, 适用场景, 工作流 and 工具链, plus 4 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Threat Hunting is an agent skill from sickn33/agentic-awesome-skills. Blue-team threat hunting: detection engineering with Sigma/YARA, SIEM query design, and validation of incident detections against known technique patterns.

Its SKILL.md is about 470 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/hunting-loop.md`).

It sits in Security, covering Security operations. The repository describes itself as: AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 2,400+ agentic skills. Includes… The licence is MIT.

When your agent uses it

  • Tasks that involve Security operations

Example prompts

  • “/threat-hunting”

Workflow steps

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

  1. 建假说
  2. 查询与堆叠
  3. 规则化
  4. 验证

What it can do on your machine

Read from SKILL.md and the folder at commit b84d35a. 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

    No scripts in the folder and no shell commands in SKILL.md (its code samples are yaml).

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

  • Network

    Links to these hosts (documentation or services it may open):

    • 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

Threat Hunting loads about 474 tokens when it runs, and up to ~520 if it reads all its reference files. Until then it costs about 43 tokens; SKILL.md has 106 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~43
When it runs · the whole SKILL.md, loaded when a task matches
~474
With references · SKILL.md plus every file in references/, read only if the agent opens them
~520

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); files beside SKILL.md are not scanned.

SKILL.md

The full file from sickn33/agentic-awesome-skills at commit b84d35a, republished under its MIT licence (© sickn33). 106 words, ~474 tokens.

Download SKILL.mdSave it as .claude/skills/threat-hunting/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
threat-hunting
description
Blue-team threat hunting: detection engineering with Sigma/YARA, SIEM query design, and validation of incident detections against known technique patterns.
risk
safe
source
https://github.com/zhaoxuya520/reverse-skill
source_repo
zhaoxuya520/reverse-skill
source_type
community
date_added
2026-08-25
license
MIT
license_source
https://github.com/zhaoxuya520/reverse-skill/blob/main/LICENSE

Threat Hunting & Detection Engineering

When to Use

  • Proactively hunting for adversary activity in telemetry.
  • Writing or validating detection rules mapped to ATT&CK techniques.

适用场景

  • 威胁狩猎(hypothesis-driven)
  • Sigma / YARA 检测工程
  • 告警调优、误报分析
  • 与 malware-analysis/:样本侧 IOC → 本 skill 落地检测
  • 与 digital-forensics/:案件伪影 → 横向狩猎

工作流

1. 建假说
text
例:攻击者用 living-off-the-land 做横向
→ 数据源:Sysmon 1/3/10、Windows Security 4624/4648
→ 成功标准:发现异常父进程或罕见账户日志源
2. 查询与堆叠
text
□ 基线:正常管理员行为时段与主机
□ 异常:新服务、编码 PowerShell、异常出站
□ 关联:同账号多主机短时登录
3. 规则化
yaml
# Sigma 骨架见 malware-analysis;本 skill 强调:
# - 误报面
# - 数据源字段映射
# - 响应 playbook 链接
4. 验证
text
□ 原子测试(Atomic Red Team)仅在授权实验室
□ 回放历史日志验证召回

工具链

工具用途
Sigma CLI / sigmac规则转换
YARA文件/内存
SIEM(ELK/Splunk 等)查询
osquery端点狩猎
Atomic Red Team检测验证(实验室)

参考

  • references/hunting-loop.md
  • ../malware-analysis/references/yara-sigma-rules.md
  • ../digital-forensics/

路由上下文

上游: MASTER R27
下游: 确认入侵 → forensics;恶意样本 → malware-analysis
MUST NOT: 在无授权生产环境跑攻击模拟

任务完成自检

  • 是否有明确假说与结论?
  • 规则是否注明误报与数据源?
  • Checklist?

Limitations

  • Hypothesis quality bounds results; weak telemetry yields weak hunts.
  • Rule tuning is continuous; expect false positives initially.

Adapted from zhaoxuya520/reverse-skill (MIT).

© sickn33, MIT. 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 1 other file (references) in skills/threat-hunting of sickn33/agentic-awesome-skills.

  • SKILL.md
  • references/hunting-loop.md

Open the folder on GitHubat commit b84d35a

Used in 1 other repository

We found 5 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in sickn33/agentic-awesome-skills, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Threat Hunting 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.

Threat Hunting compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Threat Hunting this skillsickn33/agentic-awesome-skills47k1 repos~474Automated safety check: PassMIT
Security Alert Triageelastic/agent-skills5921 repos~3.5kAutomated safety check: NotesApache-2.0
Kubernetes Network Security Auditkubeshark/kubeshark12k—~7.3kAutomated safety check: NotesApache-2.0
Security Detection Rule Managementelastic/agent-skills5921 repos~3.9kAutomated safety check: NotesApache-2.0
Chaitin CLIchaitin/chaitin-cli115—~15kAutomated safety check: NotesGPL-3.0
GatesNebulock-Inc/agentic-threat-hunting-framework388—~12kAutomated safety check: PassMIT

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Categories

Questions about Threat Hunting

What does Threat Hunting do?

Blue-team threat hunting: detection engineering with Sigma/YARA, SIEM query design, and validation of incident detections against known technique patterns. Threat Hunting is an agent skill from sickn33/agentic-awesome-skills. Blue-team threat hunting: detection engineering with Sigma/YARA, SIEM query design, and validation of incident detections against known technique patterns.

When should I use Threat Hunting?

Threat Hunting fits situations like: tasks that involve Security operations.

How do I install Threat Hunting in Claude Code?

Run `npx skills add sickn33/agentic-awesome-skills --skill threat-hunting -a claude-code`. Or copy the skill folder (skills/threat-hunting in sickn33/agentic-awesome-skills) into .claude/skills/threat-hunting in your project. Claude Code loads it when a task matches its description.

How do I install Threat Hunting in Codex?

Run `npx skills add sickn33/agentic-awesome-skills --skill threat-hunting -a codex`. Or copy the skill folder (skills/threat-hunting in sickn33/agentic-awesome-skills) into .agents/skills/threat-hunting in your project. Codex loads it when a task matches its description.

Can I use Threat Hunting 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 sickn33/agentic-awesome-skills --skill threat-hunting -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/threat-hunting, .gemini/skills/threat-hunting, .github/skills/threat-hunting and .opencode/skills/threat-hunting in your project.

What does Threat Hunting need to run?

SKILL.md names no scripts, command-line tools or credentials: Threat Hunting is instructions for the agent only.

Does Threat Hunting access the network?

SKILL.md names 1 domain. As links in the text: github.com. This is read from the text; nothing was executed.

Is Threat Hunting 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. Review the folder before installing.

What licence does Threat Hunting use?

Threat Hunting is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Threat Hunting use?

About 474 tokens (SKILL.md is roughly 1.9k 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 46 tokens, read only when the agent opens those files.

What are the alternatives to Threat Hunting?

Skills that share tags, products or a category with Threat Hunting: Security Alert Triage (elastic/agent-skills, 592 stars), Kubernetes Network Security Audit (kubeshark/kubeshark, 12k stars), Security Detection Rule Management (elastic/agent-skills, 592 stars) and Chaitin CLI (chaitin/chaitin-cli, 115 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Threat Hunting?

sickn33 (a GitHub user) maintains it in sickn33/agentic-awesome-skills, which has 47,405 GitHub stars. The repository holds 1,497 skills in this directory. The repository was last updated on October 9, 2026.

Source: sickn33/agentic-awesome-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.