Security Alert Triage
elastic/agent-skills
Triage Elastic Security alerts — gather context, classify threats, create cases, and acknowledge.
Agent skill
Correlates security events in IBM QRadar SIEM using AQL (Ariel Query Language), custom rules, building blocks, and offense management to detect multi-stage attacks across network, endpoint, and…
$ npx skills add mukul975/Anthropic-Cybersecurity-Skills --skill correlating-security-events-in-qradar -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install mukul975/Anthropic-Cybersecurity-Skills correlating-security-events-in-qradar --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/mukul975/Anthropic-Cybersecurity-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/correlating-security-events-in-qradar .claude/skills/correlating-security-events-in-qradar && 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 "correlating-security-events-in-qradar" agent skill from https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/main/skills/correlating-security-events-in-qradar into .claude/skills/correlating-security-events-in-qradar/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "correlating-security-events-in-qradar", 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/mukul975/Anthropic-Cybersecurity-Skills/tree/main/skills/correlating-security-events-in-qradarType 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 mukul975/Anthropic-Cybersecurity-Skills --skill correlating-security-events-in-qradar -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install mukul975/Anthropic-Cybersecurity-Skills correlating-security-events-in-qradar --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mukul975/Anthropic-Cybersecurity-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/correlating-security-events-in-qradar .agents/skills/correlating-security-events-in-qradar && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "correlating-security-events-in-qradar" agent skill from https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/main/skills/correlating-security-events-in-qradar into .agents/skills/correlating-security-events-in-qradar/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "correlating-security-events-in-qradar", 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 mukul975/Anthropic-Cybersecurity-Skills --skill correlating-security-events-in-qradar -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install mukul975/Anthropic-Cybersecurity-Skills correlating-security-events-in-qradar --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mukul975/Anthropic-Cybersecurity-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/correlating-security-events-in-qradar .cursor/skills/correlating-security-events-in-qradar && 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 "correlating-security-events-in-qradar" agent skill from https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/main/skills/correlating-security-events-in-qradar into .cursor/skills/correlating-security-events-in-qradar/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "correlating-security-events-in-qradar", 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/mukul975/Anthropic-Cybersecurity-Skills.git --path skills/correlating-security-events-in-qradar--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 mukul975/Anthropic-Cybersecurity-Skills --skill correlating-security-events-in-qradar -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install mukul975/Anthropic-Cybersecurity-Skills correlating-security-events-in-qradar --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mukul975/Anthropic-Cybersecurity-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/correlating-security-events-in-qradar .gemini/skills/correlating-security-events-in-qradar && 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 "correlating-security-events-in-qradar" agent skill from https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/main/skills/correlating-security-events-in-qradar into .gemini/skills/correlating-security-events-in-qradar/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "correlating-security-events-in-qradar", 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 mukul975/Anthropic-Cybersecurity-Skills correlating-security-events-in-qradarInstalls 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 mukul975/Anthropic-Cybersecurity-Skills --skill correlating-security-events-in-qradar -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/mukul975/Anthropic-Cybersecurity-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/correlating-security-events-in-qradar .github/skills/correlating-security-events-in-qradar && 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 "correlating-security-events-in-qradar" agent skill from https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/main/skills/correlating-security-events-in-qradar into .github/skills/correlating-security-events-in-qradar/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "correlating-security-events-in-qradar", 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 mukul975/Anthropic-Cybersecurity-Skills --skill correlating-security-events-in-qradar -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install mukul975/Anthropic-Cybersecurity-Skills correlating-security-events-in-qradar --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mukul975/Anthropic-Cybersecurity-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/correlating-security-events-in-qradar .opencode/skills/correlating-security-events-in-qradar && 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 "correlating-security-events-in-qradar" agent skill from https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/main/skills/correlating-security-events-in-qradar into .opencode/skills/correlating-security-events-in-qradar/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "correlating-security-events-in-qradar", 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.
correlating-security-events-in-qradarCorrelates security events in IBM QRadar SIEM using AQL (Ariel Query Language), custom rules, building blocks, and offense management to detect multi-stage attacks across network, endpoint, and…
Correlating Security Events In Qradar is an agent skill from mukul975/Anthropic-Cybersecurity-Skills. Correlates security events in IBM QRadar SIEM using AQL (Ariel Query Language), custom rules, building blocks, and offense management to detect multi-stage attacks across network, endpoint, and application log sources. Use when SOC analysts need to investigate QRadar offenses, build correlation rules, or tune detection logic for reducing false positives.
Its SKILL.md is about 2.5k 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 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.
6 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 54a7988. 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.
Ships 1 file in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
curlFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use curl, which can reach the network depending on how they are called.
From 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.
Correlating Security Events In Qradar loads about 2.5k tokens when it runs, and up to ~3.1k if it reads all its reference files. Until then it costs about 99 tokens; SKILL.md has 549 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); the scripts in this folder are not scanned.
The full file from mukul975/Anthropic-Cybersecurity-Skills at commit 54a7988, republished under its Apache-2.0 licence (© mukul975). 549 words, ~2,521 tokens.
.claude/skills/correlating-security-events-in-qradar/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.Use this skill when:
Do not use for log source onboarding or parsing — that requires QRadar administrator access and DSM editor knowledge.
Open an offense in QRadar and query contributing events using AQL (Ariel Query Language):
SELECT DATEFORMAT(startTime, 'yyyy-MM-dd HH:mm:ss') AS event_time,
sourceIP, destinationIP, username,
LOGSOURCENAME(logSourceId) AS log_source,
QIDNAME(qid) AS event_name,
category, magnitude
FROM events
WHERE INOFFENSE(12345)
ORDER BY startTime ASC
LIMIT 500Pivot on the source IP to find all activity:
SELECT DATEFORMAT(startTime, 'yyyy-MM-dd HH:mm:ss') AS event_time,
destinationIP, destinationPort, username,
QIDNAME(qid) AS event_name,
eventCount, category
FROM events
WHERE sourceIP = '192.168.1.105'
AND startTime > NOW() - 24*60*60*1000
ORDER BY startTime ASC
LIMIT 1000Create a multi-condition rule detecting brute force followed by successful login:
Rule 1 — Brute Force Detection (Building Block):
Rule Type: Event
Rule Name: BB: Multiple Failed Logins from Same Source
Tests:
- When the event(s) were detected by one or more of [Local]
- AND when the event QID is one of [Authentication Failure (5000001)]
- AND when at least 10 events are seen with the same Source IP
in 5 minutes
Rule Action: Dispatch new event (Category: Authentication, QID: Custom_BruteForce)Rule 2 — Brute Force Succeeded (Correlation Rule):
Rule Type: Offense
Rule Name: COR: Brute Force with Subsequent Successful Login
Tests:
- When an event matches the building block BB: Multiple Failed Logins from Same Source
- AND when an event with QID [Authentication Success (5000000)] is detected
from the same Source IP within 10 minutes
- AND the Destination IP is the same for both events
Rule Action: Create offense, set severity to High, set relevance to 8Correlate authentication failures with network flows to detect lateral movement:
SELECT e.sourceIP, e.destinationIP, e.username,
QIDNAME(e.qid) AS event_name,
e.eventCount,
f.sourceBytes, f.destinationBytes
FROM events e
LEFT JOIN flows f ON e.sourceIP = f.sourceIP
AND e.destinationIP = f.destinationIP
AND f.startTime BETWEEN e.startTime AND e.startTime + 300000
WHERE e.category = 'Authentication'
AND e.sourceIP IN (
SELECT sourceIP FROM events
WHERE QIDNAME(qid) = 'Authentication Failure'
AND startTime > NOW() - 3600000
GROUP BY sourceIP
HAVING COUNT(*) > 20
)
AND e.startTime > NOW() - 3600000
ORDER BY e.startTime ASCDetect data exfiltration by correlating DNS queries with large outbound flows:
SELECT sourceIP, destinationIP,
SUM(sourceBytes) AS total_bytes_out,
COUNT(*) AS flow_count
FROM flows
WHERE sourceIP IN (
SELECT sourceIP FROM events
WHERE QIDNAME(qid) ILIKE '%DNS%'
AND destinationIP NOT IN (
SELECT ip FROM reference_data.sets('Internal_DNS_Servers')
)
AND startTime > NOW() - 86400000
GROUP BY sourceIP
HAVING COUNT(*) > 500
)
AND destinationPort NOT IN (80, 443, 53)
AND startTime > NOW() - 86400000
GROUP BY sourceIP, destinationIP
HAVING SUM(sourceBytes) > 104857600
ORDER BY total_bytes_out DESCCreate reference sets for dynamic whitelists and watchlists:
# Create reference set via QRadar API
curl -X POST "https://qradar.example.com/api/reference_data/sets" \
-H "SEC: YOUR_API_TOKEN" \
-H "Content-Type: application/json" \
-d '{
"name": "Known_Pen_Test_IPs",
"element_type": "IP",
"timeout_type": "LAST_SEEN",
"time_to_live": "30 days"
}'
# Add entries
curl -X POST "https://qradar.example.com/api/reference_data/sets/Known_Pen_Test_IPs" \
-H "SEC: YOUR_API_TOKEN" \
-d "value=10.0.5.100"Use reference sets in rule conditions to exclude known benign activity:
Test: AND when the Source IP is NOT contained in any of [Known_Pen_Test_IPs]
Test: AND when the Destination IP is contained in any of [Critical_Asset_IPs]Reduce false positives by adding building block filters:
-- Find top false positive generators
SELECT QIDNAME(qid) AS event_name,
LOGSOURCENAME(logSourceId) AS log_source,
COUNT(*) AS event_count,
COUNT(DISTINCT sourceIP) AS unique_sources
FROM events
WHERE INOFFENSE(
SELECT offenseId FROM offenses
WHERE status = 'CLOSED'
AND closeReason = 'False Positive'
AND startTime > NOW() - 30*24*60*60*1000
)
GROUP BY qid, logSourceId
ORDER BY event_count DESC
LIMIT 20Apply tuning:
Create a QRadar Pulse dashboard with key correlation metrics:
-- Active offenses by category
SELECT offenseType, status, COUNT(*) AS offense_count,
AVG(magnitude) AS avg_magnitude
FROM offenses
WHERE status = 'OPEN'
GROUP BY offenseType, status
ORDER BY offense_count DESC
-- Mean time to close offenses
SELECT DATEFORMAT(startTime, 'yyyy-MM-dd') AS day,
AVG(closeTime - startTime) / 60000 AS avg_close_minutes,
COUNT(*) AS closed_count
FROM offenses
WHERE status = 'CLOSED'
AND startTime > NOW() - 30*24*60*60*1000
GROUP BY DATEFORMAT(startTime, 'yyyy-MM-dd')
ORDER BY day| Term | Definition |
|---|---|
| AQL | Ariel Query Language — QRadar's SQL-like query language for searching events, flows, and offenses |
| Offense | QRadar's correlated incident grouping multiple events/flows under a single investigation unit |
| Building Block | Reusable rule component that categorizes events without generating offenses, used as input to correlation rules |
| Magnitude | QRadar's calculated offense severity combining relevance, severity, and credibility scores (1-10) |
| Reference Set | Dynamic lookup table in QRadar for whitelists, watchlists, and enrichment data used in rules |
| QID | QRadar Identifier — unique numeric ID mapping vendor-specific events to normalized categories |
| Coalescing | QRadar's mechanism for grouping related events into a single offense to reduce analyst workload |
QRADAR OFFENSE INVESTIGATION — Offense #12345
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
Offense Type: Brute Force with Subsequent Access
Magnitude: 8/10 (Severity: 8, Relevance: 9, Credibility: 7)
Created: 2024-03-15 14:23:07 UTC
Contributing: 247 events from 3 log sources
Correlation Chain:
14:10-14:22 — 234 Authentication Failures (EventCode 4625) from 192.168.1.105 to DC-01
14:23:07 — Authentication Success (EventCode 4624) from 192.168.1.105 to DC-01 (user: admin)
14:25:33 — New Process: cmd.exe spawned by admin on DC-01
14:26:01 — Net.exe user /add detected on DC-01
Sources Correlated:
Windows Security Logs (DC-01)
Sysmon (DC-01)
Firewall (Palo Alto PA-5260)
Disposition: TRUE POSITIVE — Escalated to Incident Response
Ticket: IR-2024-0432© 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
SKILL.md and 3 other files (scripts, references) in skills/correlating-security-events-in-qradar of mukul975/Anthropic-Cybersecurity-Skills.
Open the folder on GitHubat commit 54a7988
Correlating Security Events In Qradar 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 |
|---|---|---|---|---|---|---|
| Correlating Security Events In Qradar this skillmukul975/Anthropic-Cybersecurity-Skills | 34k | — | ~2.5k | Automated safety check: Pass | Apache-2.0 | |
| Security Alert Triageelastic/agent-skills | 592 | 1 repos | ~3.5k | Automated safety check: Notes | Apache-2.0 | |
| Kubernetes Network Security Auditkubeshark/kubeshark | 12k | — | ~7.3k | Automated safety check: Notes | Apache-2.0 | |
| Security Detection Rule Managementelastic/agent-skills | 592 | 1 repos | ~3.9k | Automated safety check: Notes | Apache-2.0 | |
| Chaitin CLIchaitin/chaitin-cli | 115 | — | ~15k | Automated safety check: Notes | GPL-3.0 | |
| GatesNebulock-Inc/agentic-threat-hunting-framework | 388 | — | ~12k | Automated safety check: Pass | MIT |
elastic/agent-skills
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kubeshark/kubeshark
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elastic/agent-skills
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GATES method validation for hunt-derived detections. An agent skill from Nebulock-Inc/agentic-threat-hunting-framework.
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mukul975/Anthropic-Cybersecurity-Skills
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mukul975/Anthropic-Cybersecurity-Skills
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Categories
Correlates security events in IBM QRadar SIEM using AQL (Ariel Query Language), custom rules, building blocks, and offense management to detect multi-stage attacks across network, endpoint, and…. Correlating Security Events In Qradar is an agent skill from mukul975/Anthropic-Cybersecurity-Skills. Correlates security events in IBM QRadar SIEM using AQL (Ariel Query Language), custom rules, building blocks, and offense management to detect multi-stage attacks across network, endpoint, and application log sources.
Correlating Security Events In Qradar fits situations like: SOC analysts need to investigate QRadar offenses; build correlation rules; tune detection logic for reducing false positives.
Run `npx skills add mukul975/Anthropic-Cybersecurity-Skills --skill correlating-security-events-in-qradar -a claude-code`. Or copy the skill folder (skills/correlating-security-events-in-qradar in mukul975/Anthropic-Cybersecurity-Skills) into .claude/skills/correlating-security-events-in-qradar in your project. Claude Code loads it when a task matches its description.
Run `npx skills add mukul975/Anthropic-Cybersecurity-Skills --skill correlating-security-events-in-qradar -a codex`. Or copy the skill folder (skills/correlating-security-events-in-qradar in mukul975/Anthropic-Cybersecurity-Skills) into .agents/skills/correlating-security-events-in-qradar 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 mukul975/Anthropic-Cybersecurity-Skills --skill correlating-security-events-in-qradar -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/correlating-security-events-in-qradar, .gemini/skills/correlating-security-events-in-qradar, .github/skills/correlating-security-events-in-qradar and .opencode/skills/correlating-security-events-in-qradar in your project.
Going by SKILL.md and its folder, Correlating Security Events In Qradar needs Python for the scripts in its folder and the command-line tools its instructions call (curl). Our summary lists: Python 3; A credential in YOUR_API_TOKEN.
SKILL.md contains no URLs. Its commands use curl, which can reach the network depending on how they are called. 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
Correlating Security Events In Qradar 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.
About 2.5k tokens (SKILL.md is roughly 10k 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 574 tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Correlating Security Events In Qradar: 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.
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.