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what is elastic-detection-parser fr?

jaytiwari05/elastic-detection-parser — explained in plain English

Analysis updated 2026-05-18

12PythonAudience · ops devopsComplexity · 2/5Setup · easy

tl;dr

A command line tool that explains why Elastic Defend flagged a file or process, by matching the alert's real event data against the actual detection rule logic.

vibe map

mindmap
  root((elastic-detection-parser))
    What it does
      Decode alert JSON
      Match EQL rule logic
      Show matched conditions
    Tech stack
      Python
      tomllib
      git
    Use cases
      Investigate detection alerts
      Review Kibana alert exports
      Study Elastic rule source
    Audience
      Security analysts
    Setup
      Python 3.11 plus
      Clones artifacts repo

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what do people make with this?

VIBE 1

Understand exactly why Elastic Defend flagged a specific process or file, down to which rule condition matched.

VIBE 2

Review a full Kibana alert export and step through each alert's underlying detection logic.

VIBE 3

Study a real Elastic detection rule's TOML source alongside actual event data during incident investigation.

what's the stack?

Python

how it stacks up fr

jaytiwari05/elastic-detection-parseraim-uofa/reasonmatchairbone42/360-data-athlete
Stars121212
LanguagePythonPythonPython
Setup difficultyeasyhardhard
Complexity2/55/54/5
Audienceops devopsresearchergeneral

Figures from each repo's GitHub metadata at analysis time.

how do i run it?

Difficulty · easy time til it works · 5min

Needs Python 3.11+ and git installed, clones Elastic's protections-artifacts repo on first run.

No license file is mentioned in the README, so check with the author before reuse or redistribution.

in plain english

elastic-detection-parser is a small command line tool for security analysts who use Elastic Defend, the endpoint detection product built into the Elastic stack. When Elastic flags a file or process as suspicious, it produces an alert as a JSON object, but figuring out exactly why the alert fired can mean digging through a rule definition by hand. This tool automates that step. You give it an alert file, and it decodes the JSON, works out which detection rule triggered it, and then walks through the rule's actual condition logic against the real process, DLL, or file event data captured in the alert, showing you which specific parts of the rule matched. On its first run, the tool clones a copy of Elastic's own public protections artifacts repository onto your machine. That repository holds the source files, written in the TOML format, for the detection rules Elastic ships, and the tool needs that source to explain what a given rule was actually checking for. You can pass a flag to skip the automatic git pull if you already have the artifacts repository and do not want it refreshed, and another flag to turn off colored terminal output for plain text results. The tool accepts either a single alert as one JSON object or an entire array of alerts, which matches the format you get when exporting a full set of alerts from Kibana, Elastic's web interface. It needs Python 3.11 or newer, since it relies on a built in module called tomllib for reading the TOML rule files, and it needs git available on the command line for that first time clone. Beyond those two requirements it uses only Python's standard library, with no other packages to install. The project keeps the cloned artifacts folder and any local alert samples out of version control by default, since alert data can contain sensitive information about hosts and users. There is no license file mentioned, and the author credits themselves as PaiN05 at the end of the README.

prompts (copy fr)

prompt 1
Explain how to run this script against a single Elastic alert JSON file.
prompt 2
Show me what the --no-pull and --no-color flags do in this tool.
prompt 3
Walk me through how this tool matches an EQL rule condition to real process event data.
prompt 4
Explain why this tool needs to clone the protections-artifacts repository on first run.

Frequently asked questions

what is elastic-detection-parser fr?

A command line tool that explains why Elastic Defend flagged a file or process, by matching the alert's real event data against the actual detection rule logic.

What language is elastic-detection-parser written in?

Mainly Python. The stack also includes Python.

What license does elastic-detection-parser use?

No license file is mentioned in the README, so check with the author before reuse or redistribution.

How hard is elastic-detection-parser to set up?

Setup difficulty is rated easy, with roughly 5min to a first successful run.

Who is elastic-detection-parser for?

Mainly ops devops.

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