katana Documentation

A next-generation crawling and spidering framework.

RAW Doc

Docker & Self-Hosted Deployment Verified OCI

Deploy katana on any server, homelab, or cloud container platform.

1-Click Terminal Command
bash (docker run)
docker run -d --name katana --restart always projectdiscovery/katana:latest

File: README.md

A next-generation crawling and spidering framework

Features

  • Fast And fully configurable web crawling
  • Standard and Headless mode
  • JavaScript parsing / crawling
  • Customizable automatic form filling
  • Scope control - Preconfigured field / Regex
  • Knowledge base - ML page-type / form classification (auto-downloaded model)
  • Customizable output - Preconfigured fields
  • INPUT - STDIN, URL and LIST
  • OUTPUT - STDOUT, FILE and JSON

Installation

katana requires Go 1.26+ to install successfully. If you encounter any installation issues, we recommend trying with the latest available version of Go, as the minimum required version may have changed. Run the command below or download a pre-compiled binary from the release page.

console
CGO_ENABLED=1 go install github.com/projectdiscovery/katana/cmd/katana@latest

More options to install / run katana-

Docker

To install / update docker to latest tag -

sh
docker pull projectdiscovery/katana:latest

To run katana in standard mode using docker -

sh
docker run projectdiscovery/katana:latest -u https://tesla.com

To run katana in headless mode using docker -

sh
docker run projectdiscovery/katana:latest -u https://tesla.com -system-chrome -headless

Ubuntu

It's recommended to install the following prerequisites -

sh
sudo apt update
sudo apt install zip curl wget git snapd
sudo snap refresh
sudo snap install golang --classic

sudo install -d -m 0755 /etc/apt/keyrings
curl -fsSL https://dl.google.com/linux/linux_signing_key.pub \
  | sudo gpg --dearmor -o /etc/apt/keyrings/google-chrome.gpg

echo "deb [arch=amd64 signed-by=/etc/apt/keyrings/google-chrome.gpg] \
  http://dl.google.com/linux/chrome/deb/ stable main" \
  | sudo tee /etc/apt/sources.list.d/google-chrome.list > /dev/null

sudo apt update
sudo apt install google-chrome-stable

install katana -

sh
go install github.com/projectdiscovery/katana/cmd/katana@latest

Usage

console
katana -h

This will display help for the tool. Here are all the switches it supports.

console
Katana is a fast crawler focused on execution in automation
pipelines offering both headless and non-headless crawling.

Usage:
  ./katana [flags]

Flags:
INPUT:
   -u, -list string[]     target url / list to crawl
   -resume string         resume scan using resume.cfg
   -e, -exclude string[]  exclude host matching specified filter ('cdn', 'private-ips', cidr, ip, regex)

CONFIGURATION:
   -r, -resolvers string[]       list of custom resolver (file or comma separated)
   -d, -depth int                maximum depth to crawl (default 3)
   -jc, -js-crawl                enable endpoint parsing / crawling in javascript file
   -jsl, -jsluice                enable jsluice parsing in javascript file (memory intensive)
   -ct, -crawl-duration value    maximum duration to crawl the target for (s, m, h, d) (default s)
   -kf, -known-files string      enable crawling of known files (all,robotstxt,sitemapxml), a minimum depth of 3 is required to ensure all known files are properly crawled.
   -mrs, -max-response-size int  maximum response size to read (default 4194304)
   -timeout int                  time to wait for request in seconds (default 10)
   -aff, -automatic-form-fill    enable automatic form filling (experimental)
   -fx, -form-extraction         extract form, input, textarea & select elements in jsonl output
   -retry int                    number of times to retry the request (default 1)
   -proxy string                 http/socks5 proxy to use
   -td, -tech-detect             enable technology detection
   -H, -headers string[]         custom header/cookie to include in all http request in header:value format (file)
   -config string                path to the katana configuration file
   -fc, -form-config string      path to custom form configuration file
   -flc, -field-config string    path to custom field configuration file
   -s, -strategy string          Visit strategy (depth-first, breadth-first) (default "depth-first")
   -iqp, -ignore-query-params    Ignore crawling same path with different query-param values
   -fsu, -filter-similar         filter crawling of similar looking URLs (e.g., /users/123 and /users/456)
   -fst, -filter-similar-threshold int  number of distinct values before a path position is treated as parameter (default 10)
   -tlsi, -tls-impersonate       enable experimental client hello (ja3) tls randomization
   -dr, -disable-redirects       disable following redirects (default false)
   -pcs, -page-content-similar   enable page content similarity filtering (simhash|tfidf|bm25)
   -pcsm, -page-content-similar-mode string  similarity mode: simhash, tfidf, or bm25 (default simhash)
   -pcsd, -page-content-similar-distance int  simhash max hamming distance (default 3)
   -pcst, -page-content-similar-threshold float  tfidf/bm25 min score 0-1 (default 0.85)
   -pcsn, -page-content-similar-budget int  pages to fully process per similarity cluster (default 1)
   -sdd, -similarity-deduplication  alias for -pcs
   -kb, -knowledge-base          enable knowledge base classification
   -kb-secrets                   enable secrets extractor in the knowledge base
   -kb-validate-secrets          validate detected secrets against their provider (sends live API calls)
   -kb-endpoints                 enable endpoints extractor (classifies REST/GraphQL/SOAP/XHR requests)
   -mdp, -max-domain-pages int   maximum number of pages to crawl per domain (default unlimited)

DEBUG:
   -health-check, -hc        run diagnostic check up
   -elog, -error-log string  file to write sent requests error log
   -pprof-server             enable pprof server

HEADLESS:
   -hl, -headless                    enable headless hybrid crawling (experimental)
   -sc, -system-chrome               use local installed chrome browser instead of katana installed
   -sb, -show-browser                show the browser on the screen with headless mode
   -ho, -headless-options string[]   start headless chrome with additional options
   -nos, -no-sandbox                 start headless chrome in --no-sandbox mode
   -cdd, -chrome-data-dir string     path to store chrome browser data
   -scp, -system-chrome-path string  use specified chrome browser for headless crawling
   -noi, -no-incognito               start headless chrome without incognito mode
   -cwu, -chrome-ws-url string       use chrome browser instance launched elsewhere with the debugger listening at this URL
   -xhr, -xhr-extraction             extract xhr request url,method in jsonl output
   -pls, -page-load-strategy string  page load strategy (heuristic, load, domcontentloaded, networkidle, none) (default "heuristic")
   -dwt, -dom-wait-time int          time in seconds to wait after page load when using domcontentloaded strategy (default 5)
   -csp, -captcha-solver-provider string  captcha solver provider (e.g. capsolver)
   -csk, -captcha-solver-key string       captcha solver provider api key

SCOPE:
   -cs, -crawl-scope string[]       in scope url regex to be followed by crawler
   -cos, -crawl-out-scope string[]  out of scope url regex to be excluded by crawler
   -fs, -field-scope string         pre-defined scope field (dn,rdn,fqdn) or custom regex (e.g., '(company-staging.io|company.com)') (default "rdn")
   -ns, -no-scope                   disables host based default scope
   -do, -display-out-scope          display external endpoint from scoped crawling

FILTER:
   -mr, -match-regex string[]             regex or list of regex to match on output url (cli, file)
   -fr, -filter-regex string[]            regex or list of regex to filter on output url (cli, file)
   -f, -field string                      field to display in output (url,path,fqdn,rdn,rurl,qurl,qpath,file,ufile,key,value,kv,dir,udir) (Deprecated: use -output-template instead)
   -sf, -store-field string               field to store in per-host output (url,path,fqdn,rdn,rurl,qurl,qpath,file,ufile,key,value,kv,dir,udir)
   -em, -extension-match string[]         match output for given extension (eg, -em php,html,js,none)
   -ef, -extension-filter string[]        filter output for given extension (eg, -ef png,css)
   -ndef, -no-default-ext-filter bool     remove default extensions from the filter list
   -mdc, -match-condition string          match response with dsl based condition
   -fdc, -filter-condition string         filter response with dsl based condition
   -duf, -disable-unique-filter           disable duplicate content filtering
   -filter-page-type string[]      filter response with page type (e.g. error,captcha,parked)

RATE-LIMIT:
   -c, -concurrency int          number of concurrent fetchers to use (default 10)
   -p, -parallelism int          number of concurrent inputs to process (default 10)
   -rd, -delay int               request delay between each request in seconds
   -rl, -rate-limit int          maximum requests to send per second (default 150)
   -rlm, -rate-limit-minute int  maximum number of requests to send per minute
   -hrl, -host-rate-limit int    maximum requests to send per second per host
   -hrlm, -host-rate-limit-minute int  maximum number of requests to send per minute per host

UPDATE:
   -up, -update                 update katana to latest version
   -duc, -disable-update-check  disable automatic katana update check

OUTPUT:
   -o, -output string                file to write output to
   -output-template string      custom output template
   -sr, -store-response              store http requests/responses
   -srd, -store-response-dir string  store http requests/responses to custom directory
   -ncb, -no-clobber                 do not overwrite output file
   -sfd, -store-field-dir string     store per-host field to custom directory
   -or, -omit-raw                    omit raw requests/responses from jsonl output
   -ob, -omit-body                   omit response body from jsonl output
   -lof, -list-output-fields         list available fields for jsonl output format
   -eof, -exclude-output-fields      exclude fields from jsonl output
   -j, -jsonl                        write output in jsonl format
   -nc, -no-color                    disable output content coloring (ANSI escape codes)
   -silent                           display output only
   -v, -verbose                      display verbose output
   -debug                            display debug output
   -version                          display project version

Running Katana

Input for katana

katana requires url or endpoint to crawl and accepts single or multiple inputs.

Input URL can be provided using -u option, and multiple values can be provided using comma-separated input, similarly file input is supported using -list option and additionally piped input (stdin) is also supported.

URL Input

sh
katana -u https://tesla.com

Multiple URL Input (comma-separated)

sh
katana -u https://tesla.com,https://google.com

List Input

bash
$ cat url_list.txt

https://tesla.com
https://google.com
text
katana -list url_list.txt

STDIN (piped) Input

sh
echo https://tesla.com | katana
sh
cat domains | httpx | katana

Page Content Similarity

Optional Layer-2 filtering after exact MD5 content dedup. Shared HTML normalization strips chrome (nav/header/footer/scripts), then one of three modes decides whether a page is similar enough to skip further parse/enqueue (cluster budget). URL-shape dedup (-fsu) remains independent.

Mode Flag Best for
simhash (default) -pcsm simhash Near-duplicate / template clones (Hamming via -pcsd)
tfidf -pcsm tfidf Topical cosine similarity (-pcst)
bm25 -pcsm bm25 Topical similarity with length normalization (-pcst)
sh
# Near-duplicate detection (default mode)
katana -u https://example.com -pcs

# TF-IDF topical filtering with higher budget
katana -u https://shop.example.com -pcs -pcsm tfidf -pcst 0.85 -pcsn 2

# BM25 mode
katana -u https://example.com -pcs -pcsm bm25

# Alias from older flag name
katana -u https://example.com -sdd -pcsm simhash

Example completion stats:

console
[INF] Content similarity (simhash): 103 processed, 30 accepted, 73 filtered - 70.9% filter rate
[INF] Crawl completed in 14s. 21 endpoints found.

Example running katana -

console
katana -u https://youtube.com

   __        __                
  / /_____ _/ /____ ____  ___ _
 /  '_/ _  / __/ _  / _ \/ _  /
/_/\_\\_,_/\__/\_,_/_//_/\_,_/ v0.0.1                     

      projectdiscovery.io

[WRN] Use with caution. You are responsible for your actions.
[WRN] Developers assume no liability and are not responsible for any misuse or damage.
https://www.youtube.com/
https://www.youtube.com/about/
https://www.youtube.com/about/press/
https://www.youtube.com/about/copyright/
https://www.youtube.com/t/contact_us/
https://www.youtube.com/creators/
https://www.youtube.com/ads/
https://www.youtube.com/t/terms
https://www.youtube.com/t/privacy
https://www.youtube.com/about/policies/
https://www.youtube.com/howyoutubeworks?utm_campaign=ytgen&utm_source=ythp&utm_medium=LeftNav&utm_content=txt&u=https%3A%2F%2Fwww.youtube.com%2Fhowyoutubeworks%3Futm_source%3Dythp%26utm_medium%3DLeftNav%26utm_campaign%3Dytgen
https://www.youtube.com/new
https://m.youtube.com/
https://www.youtube.com/s/desktop/4965577f/jsbin/desktop_polymer.vflset/desktop_polymer.js
https://www.youtube.com/s/desktop/4965577f/cssbin/www-main-desktop-home-page-skeleton.css
https://www.youtube.com/s/desktop/4965577f/cssbin/www-onepick.css
https://www.youtube.com/s/_/ytmainappweb/_/ss/k=ytmainappweb.kevlar_base.0Zo5FUcPkCg.L.B1.O/am=gAE/d=0/rs=AGKMywG5nh5Qp-BGPbOaI1evhF5BVGRZGA
https://www.youtube.com/opensearch?locale=en_GB
https://www.youtube.com/manifest.webmanifest
https://www.youtube.com/s/desktop/4965577f/cssbin/www-main-desktop-watch-page-skeleton.css
https://www.youtube.com/s/desktop/4965577f/jsbin/web-animations-next-lite.min.vflset/web-animations-next-lite.min.js
https://www.youtube.com/s/desktop/4965577f/jsbin/custom-elements-es5-adapter.vflset/custom-elements-es5-adapter.js
https://www.youtube.com/s/desktop/4965577f/jsbin/webcomponents-sd.vflset/webcomponents-sd.js
https://www.youtube.com/s/desktop/4965577f/jsbin/intersection-observer.min.vflset/intersection-observer.min.js
https://www.youtube.com/s/desktop/4965577f/jsbin/scheduler.vflset/scheduler.js
https://www.youtube.com/s/desktop/4965577f/jsbin/www-i18n-constants-en_GB.vflset/www-i18n-constants.js
https://www.youtube.com/s/desktop/4965577f/jsbin/www-tampering.vflset/www-tampering.js
https://www.youtube.com/s/desktop/4965577f/jsbin/spf.vflset/spf.js
https://www.youtube.com/s/desktop/4965577f/jsbin/network.vflset/network.js
https://www.youtube.com/howyoutubeworks/
https://www.youtube.com/trends/
https://www.youtube.com/jobs/
https://www.youtube.com/kids/

Crawling Mode

Standard Mode

Standard crawling modality uses the standard go http library under the hood to handle HTTP requests/responses. This modality is much faster as it doesn't have the browser overhead. Still, it analyzes HTTP responses body as is, without any javascript or DOM rendering, potentially missing post-dom-rendered endpoints or asynchronous endpoint calls that might happen in complex web applications depending, for example, on browser-specific events.

Headless Mode

Headless mode hooks internal headless calls to handle HTTP requests/responses directly within the browser context. This offers two advantages:

  • The HTTP fingerprint (TLS and user agent) fully identify the client as a legitimate browser
  • Better coverage since the endpoints are discovered analyzing the standard raw response, as in the previous modality, and also the browser-rendered one with javascript enabled.

Headless crawling is optional and can be enabled using -headless option.

Here are other headless CLI options -

console
katana -h headless

Flags:
HEADLESS:
   -hl, -headless                    enable headless hybrid crawling (experimental)
   -sc, -system-chrome               use local installed chrome browser instead of katana installed
   -sb, -show-browser                show the browser on the screen with headless mode
   -ho, -headless-options string[]   start headless chrome with additional options
   -nos, -no-sandbox                 start headless chrome in --no-sandbox mode
   -cdd, -chrome-data-dir string     path to store chrome browser data
   -scp, -system-chrome-path string  use specified chrome browser for headless crawling
   -noi, -no-incognito               start headless chrome without incognito mode
   -cwu, -chrome-ws-url string       use chrome browser instance launched elsewhere with the debugger listening at this URL
   -xhr, -xhr-extraction             extract xhr requests
   -pls, -page-load-strategy string  page load strategy (heuristic, load, domcontentloaded, networkidle, none) (default "heuristic")
   -dwt, -dom-wait-time int          time in seconds to wait after page load when using domcontentloaded strategy (default 5)
   -csp, -captcha-solver-provider string  captcha solver provider (e.g. capsolver)
   -csk, -captcha-solver-key string       captcha solver provider api key
   -al, -auto-login string           automatic login with username:password (headless only)
   -rf, -recorded-flow string        chrome DevTools Recorder JSON (or explicit steps) to replay before crawl (headless only)

*`-no-sandbox`*

Runs headless chrome browser with no-sandbox option, useful when running as root user.

console
katana -u https://tesla.com -headless -no-sandbox

*`-no-incognito`*

Runs headless chrome browser without incognito mode, useful when using the local browser.

console
katana -u https://tesla.com -headless -no-incognito

To preserve cookies and other browser session data across runs, combine -no-incognito with -chrome-data-dir so Katana reuses your chosen Chrome profile directory instead of an isolated temporary one.

console
katana -u https://tesla.com -headless -no-incognito -chrome-data-dir /tmp/katana-profile

*`-headless-options`*

When crawling in headless mode, additional chrome options can be specified using -headless-options, for example -

console
katana -u https://tesla.com -headless -system-chrome -headless-options --disable-gpu,proxy-server=http://127.0.0.1:8080

*`-page-load-strategy`*

Controls how katana waits for pages to load in headless mode. Different strategies are useful for different types of web applications:

Strategy Description
heuristic (default) Smart waiting that adapts to page behavior - waits for load event, network idle, and DOM stability
load Waits only for the browser's load event
domcontentloaded Waits for DOMContentLoaded event plus additional time (configurable via -dwt) for JavaScript rendering
networkidle Waits for network activity to stop
none No waiting - returns immediately after navigation starts
console
katana -u https://tesla.com -headless -pls domcontentloaded

The domcontentloaded strategy is particularly useful for Single Page Applications (SPAs) that never fully complete loading due to continuous background requests (websockets, polling, etc.).

*`-dom-wait-time`*

When using the domcontentloaded page load strategy, this option specifies how many seconds to wait after the DOMContentLoaded event fires. This allows time for JavaScript to render interactive elements. Default is 5 seconds.

console
katana -u https://tesla.com -headless -pls domcontentloaded -dwt 10

Captcha Solving

Katana supports automatic captcha detection and solving during headless crawling. When a captcha page is encountered, katana identifies the captcha provider, solves it via an external service, and continues crawling.

Supported captcha types: reCAPTCHA v2, reCAPTCHA v3, reCAPTCHA Enterprise, Cloudflare Turnstile, hCaptcha

*`-captcha-solver-provider`*

Option to specify the captcha solver provider. Currently supported: capsolver.

*`-captcha-solver-key`*

API key for the captcha solver provider.

console
katana -u https://example.com -headless -csp capsolver -csk YOUR_API_KEY

The provider and key can also be set via environment variables:

console
export CAPTCHA_SOLVER_PROVIDER=capsolver
export CAPTCHA_SOLVER_KEY=YOUR_API_KEY
katana -u https://example.com -headless

Scope Control

Crawling can be endless if not scoped, as such katana comes with multiple support to define the crawl scope.

*`-field-scope`*

Most handy option to define scope with predefined field name, rdn being default option for field scope.

  • rdn - crawling scoped to root domain name and all subdomains (e.g. *example.com) (default)
  • fqdn - crawling scoped to given sub(domain) (e.g. www.example.com or api.example.com)
  • dn - crawling scoped to domain name keyword (e.g. example)
console
katana -u https://tesla.com -fs dn

*`-crawl-scope`*

For advanced scope control, -cs option can be used that comes with regex support.

console
katana -u https://tesla.com -cs login

For multiple in scope rules, file input with multiline string / regex can be passed.

bash
$ cat in_scope.txt

login/
admin/
app/
wordpress/
console
katana -u https://tesla.com -cs in_scope.txt

*`-crawl-out-scope`*

For defining what not to crawl, -cos option can be used and also support regex input.

console
katana -u https://tesla.com -cos logout

For multiple out of scope rules, file input with multiline string / regex can be passed.

bash
$ cat out_of_scope.txt

/logout
/log_out
console
katana -u https://tesla.com -cos out_of_scope.txt

*`-no-scope`*

Katana is default to scope *.domain, to disable this -ns option can be used and also to crawl the internet.

console
katana -u https://tesla.com -ns

*`-display-out-scope`*

As default, when scope option is used, it also applies for the links to display as output, as such external URLs are default to exclude and to overwrite this behavior, -do option can be used to display all the external URLs that exist in targets scoped URL / Endpoint.

text
katana -u https://tesla.com -do

Here is all the CLI options for the scope control -

console
katana -h scope

Flags:
SCOPE:
   -cs, -crawl-scope string[]       in scope url regex to be followed by crawler
   -cos, -crawl-out-scope string[]  out of scope url regex to be excluded by crawler
   -fs, -field-scope string         pre-defined scope field (dn,rdn,fqdn) (default "rdn")
   -ns, -no-scope                   disables host based default scope
   -do, -display-out-scope          display external endpoint from scoped crawling

Crawler Configuration

Katana comes with multiple options to configure and control the crawl as the way we want.

*`-depth`*

Option to define the depth to follow the urls for crawling, the more depth the more number of endpoint being crawled + time for crawl.

text
katana -u https://tesla.com -d 5

*`-js-crawl`*

Option to enable JavaScript file parsing + crawling the endpoints discovered in JavaScript files, disabled as default.

text
katana -u https://tesla.com -jc

*`-crawl-duration`*

Option to predefined crawl duration, disabled as default.

text
katana -u https://tesla.com -ct 2

*`-known-files`*

Option to enable crawling robots.txt and sitemap.xml file, disabled as default.

text
katana -u https://tesla.com -kf robotstxt,sitemapxml

*`-automatic-form-fill`*

Option to enable automatic form filling for known / unknown fields, known field values can be customized as needed by updating form config file at $HOME/.config/katana/form-config.yaml.

Automatic form filling is experimental feature.

text
katana -u https://tesla.com -aff

Form config values support DSL helper functions for dynamic data generation. All rand_* functions from the projectdiscovery/dsl library are available:

yaml
# $HOME/.config/katana/form-config.yaml
email: "rand_email()"
phone: "rand_phone()"
placeholder: "rand_first_name()"
password: 'rand_base(16, "")'
color: "#e66465"

*`-filter-similar`*

Option to filter crawling of similar looking URLs by normalizing variable path segments. This detects IDs, UUIDs, hashes, dates, and other dynamic values, and also learns repeating patterns at runtime. For example, /users/123 and /users/456 are treated as the same endpoint.

text
katana -u https://tesla.com -fsu

The promotion threshold (how many distinct values at a path position before it's treated as a parameter) can be tuned with -fst. Lower values are more aggressive (fewer URLs crawled), higher values are more permissive. Default is 10.

text
katana -u https://tesla.com -fsu -fst 5

*`-max-domain-pages`*

Option to limit the number of pages crawled per domain. Prevents any single domain from consuming the entire crawl budget, useful for large sites or crawler trap protection.

text
katana -u https://tesla.com -mdp 100

Knowledge Base Classification

Katana can enrich crawl results with a knowledge base โ€” machine-learning classification of each crawled page powered by dit. When enabled, every response is classified by page type (e.g. login, error, captcha, parked) and any forms on the page are identified, with the result attached to the knowledgebase field of the JSONL output. This works across all engines (standard and headless).

Note: The classification model is downloaded automatically on first use to ~/.dit/model.json (from Hugging Face). This is a one-time, per-machine cost โ€” subsequent runs reuse the cached model. No manual installation of dit is required.

*`-knowledge-base`*

Enable knowledge base classification. Page-type and form classification is added to the knowledgebase field of each result.

console
katana -u https://example.com -kb -jsonl
json
{
  "timestamp": "...",
  "request": { "...": "..." },
  "response": {
    "...": "...",
    "knowledgebase": {
      "PageType": "login",
      "Forms": [{ "type": "login", "fields": { "username": "username or email", "password": "password" } }]
    }
  }
}

*`-filter-page-type`*

Filter results to only the given page type(s). Enabling this implies -kb (the classifier is initialized automatically).

console
katana -u https://example.com -fpt login,error

*`-kb-secrets`*

Enable the secrets extractor in the knowledge base, surfacing detected secrets (API keys, tokens, etc.) under the secrets key. Add -kb-validate-secrets to validate detected secrets against their provider โ€” note this sends live API calls.

console
katana -u https://example.com -kb-secrets

*`-kb-endpoints`*

Enable the endpoints extractor, which classifies requests as REST, GraphQL, SOAP, or XHR under the endpoints key.

console
katana -u https://example.com -kb-endpoints

Authenticated Crawling

Katana supports authenticated crawling in several ways: static headers/cookies, attaching to an already-logged-in Chrome session, automatic form login (-auto-login), and recorded browser flows (-recorded-flow) for multi-step / SPA / SSO-style logins.

Headers / cookies

Authenticated crawling can include custom headers or cookies in HTTP requests to access protected resources. You can specify headers directly on the command line or provide them as a file.

Note: For the header/cookie approach, perform authentication manually once and export the session cookie / header to use with katana.

*`-headers`*

Option to add a custom header or cookie to the request.

Syntax of headers in the HTTP specification

Here is an example of adding a cookie to the request:

text
katana -u https://tesla.com -H 'Cookie: usrsess=AmljNrESo'

It is also possible to supply headers or cookies as a file. For example:

text
$ cat cookie.txt

Cookie: PHPSESSIONID=XXXXXXXXX
X-API-KEY: XXXXX
TOKEN=XX
text
katana -u https://tesla.com -H cookie.txt

Automatic login (`-auto-login`)

In pure headless mode, katana can detect a login form and submit credentials automatically:

console
katana -hl -u https://app.example.com -al 'user:password'

This is best for simple username/password forms. For multi-step, SPA, or SSO logins prefer a recorded flow.

Recorded flow (`-recorded-flow`)

Recorded flows let you export a real browser login from Chrome DevTools โ†’ Recorder and replay it once before the crawl starts. Session cookies and same-origin web storage stay in the headless browser context for the rest of the crawl.

1. Record the login in Chrome

  1. Open Chrome DevTools โ†’ Recorder
  2. Start a new recording and perform the login (navigate, type, click Next, type password, submit, โ€ฆ)
  3. Export the recording as JSON

2. Replay it with katana

console
katana -hl -u https://app.example.com/dashboard \
  -rf login.json \
  -al 'user:password'

Credential literals in the recording are replaced with {{username}} / {{password}} placeholders and filled from -al. If the recording (or an explicit step list) still needs those placeholders, -al is required.

Katana also accepts a hand-authored explicit step file:

json
{
  "steps": [
    {"action": "navigate", "value": "https://app.example.com/login"},
    {"action": "fill", "selector": "#email", "value": "{{username}}"},
    {"action": "fill", "selector": "#password", "value": "{{password}}"},
    {"action": "click", "selector": "#submit"}
  ]
}

Supported step actions: navigate, fill, click, doubleclick, waitvisible, wait, press, submit.

How it runs

  1. Katana launches headless Chrome
  2. Captures the anonymous browser state, then replays the recorded flow once
  3. Verifies that a cookie or same-origin web-storage value changed; if not, tries -auto-login as a fallback
  4. Starts crawling -u with the established session
  5. Skips logout URLs while authenticated

For applications that keep authentication entirely server-side without changing
cookies or web storage, end an explicit flow with waitvisible targeting an
element that only exists after login. A successful terminal visibility check is
treated as the flow's explicit authentication assertion.

Recorded flows require pure headless (-hl). Hybrid (-hh) is disabled automatically when -rf is set.

There are more options to configure when needed, here is all the config related CLI options -

console
katana -h config

Flags:
CONFIGURATION:
   -r, -resolvers string[]       list of custom resolver (file or comma separated)
   -d, -depth int                maximum depth to crawl (default 3)
   -jc, -js-crawl                enable endpoint parsing / crawling in javascript file
   -ct, -crawl-duration int      maximum duration to crawl the target for
   -kf, -known-files string      enable crawling of known files (all,robotstxt,sitemapxml)
   -mrs, -max-response-size int  maximum response size to read (default 9223372036854775807)
   -timeout int                  time to wait for request in seconds (default 10)
   -aff, -automatic-form-fill    enable automatic form filling (experimental)
   -fx, -form-extraction         enable extraction of form, input, textarea & select elements
   -retry int                    number of times to retry the request (default 1)
   -proxy string                 http/socks5 proxy to use
   -H, -headers string[]         custom header/cookie to include in request
   -config string                path to the katana configuration file
   -fc, -form-config string      path to custom form configuration file
   -flc, -field-config string    path to custom field configuration file
   -s, -strategy string          Visit strategy (depth-first, breadth-first) (default "depth-first")
   -iqp, -ignore-query-params    Ignore crawling same path with different query-param values
   -fsu, -filter-similar         filter crawling of similar looking URLs (e.g., /users/123 and /users/456)
   -fst, -filter-similar-threshold int  number of distinct values before a path position is treated as parameter (default 10)
   -mdp, -max-domain-pages int   maximum number of pages to crawl per domain (default unlimited)

Connecting to Active Browser Session

Katana can also connect to active browser session where user is already logged in and authenticated. and use it for crawling. The only requirement for this is to start browser with remote debugging enabled.

Here is an example of starting chrome browser with remote debugging enabled and using it with katana -

step 1) First Locate path of chrome executable

Operating System Chromium Executable Location Google Chrome Executable Location
Windows (64-bit) C:\Program Files (x86)\Google\Chromium\Application\chrome.exe C:\Program Files (x86)\Google\Chrome\Application\chrome.exe
Windows (32-bit) C:\Program Files\Google\Chromium\Application\chrome.exe C:\Program Files\Google\Chrome\Application\chrome.exe
macOS /Applications/Chromium.app/Contents/MacOS/Chromium /Applications/Google Chrome.app/Contents/MacOS/Google Chrome
Linux /usr/bin/chromium /usr/bin/google-chrome

step 2) Start chrome with remote debugging enabled and it will return websocker url. For example, on MacOS, you can start chrome with remote debugging enabled using following command -

console
$ /Applications/Google\ Chrome.app/Contents/MacOS/Google\ Chrome --remote-debugging-port=9222


DevTools listening on ws://127.0.0.1:9222/devtools/browser/c5316c9c-19d6-42dc-847a-41d1aeebf7d6

Now login to the website you want to crawl and keep the browser open.

step 3) Now use the websocket url with katana to connect to the active browser session and crawl the website

console
katana -headless -u https://tesla.com -cwu ws://127.0.0.1:9222/devtools/browser/c5316c9c-19d6-42dc-847a-41d1aeebf7d6 -no-incognito

Note: you can use -cdd option to specify custom chrome data directory to store browser data and cookies but that does not save session data if cookie is set to Session only or expires after certain time.

Filters

*`-field`*

[!WARNING]
Deprecated: use -output-template instead. The field flag is still supported for backward compatibility.

Katana comes with built in fields that can be used to filter the output for the desired information, -f option can be used to specify any of the available fields.

text
-f, -field string  field to display in output (url,path,fqdn,rdn,rurl,qurl,qpath,file,key,value,kv,dir,udir)

Here is a table with examples of each field and expected output when used -

FIELD DESCRIPTION EXAMPLE
url URL Endpoint https://admin.projectdiscovery.io/admin/login?user=admin&password=admin
qurl URL including query param https://admin.projectdiscovery.io/admin/login.php?user=admin&password=admin
qpath Path including query param /login?user=admin&password=admin
path URL Path https://admin.projectdiscovery.io/admin/login
fqdn Fully Qualified Domain name admin.projectdiscovery.io
rdn Root Domain name projectdiscovery.io
rurl Root URL https://admin.projectdiscovery.io
ufile URL with File https://admin.projectdiscovery.io/login.js
file Filename in URL login.php
key Parameter keys in URL user,password
value Parameter values in URL admin,admin
kv Keys=Values in URL user=admin&password=admin
dir URL Directory name /admin/
udir URL with Directory https://admin.projectdiscovery.io/admin/

Here is an example of using field option to only display all the urls with query parameter in it -

text
katana -u https://tesla.com -f qurl -silent

https://shop.tesla.com/en_au?redirect=no
https://shop.tesla.com/en_nz?redirect=no
https://shop.tesla.com/product/men_s-raven-lightweight-zip-up-bomber-jacket?sku=1740250-00-A
https://shop.tesla.com/product/tesla-shop-gift-card?sku=1767247-00-A
https://shop.tesla.com/product/men_s-chill-crew-neck-sweatshirt?sku=1740176-00-A
https://www.tesla.com/about?redirect=no
https://www.tesla.com/about/legal?redirect=no
https://www.tesla.com/findus/list?redirect=no

Custom Fields

You can create custom fields to extract and store specific information from page responses using regex rules. These custom fields are defined using a YAML config file and are loaded from the default location at $HOME/.config/katana/field-config.yaml. Alternatively, you can use the -flc option to load a custom field config file from a different location.
Here is example custom field.

yaml
- name: email
  type: regex
  regex:
  - '([a-zA-Z0-9._-]+@[a-zA-Z0-9._-]+\.[a-zA-Z0-9_-]+)'
  - '([a-zA-Z0-9+._-]+@[a-zA-Z0-9._-]+\.[a-zA-Z0-9_-]+)'

- name: phone
  type: regex
  regex:
  - '\d{3}-\d{8}|\d{4}-\d{7}'

When defining custom fields, following attributes are supported:

  • name (required)

The value of name attribute is used as the -field cli option value.

  • type (required)

The type of custom attribute, currently supported option - regex

  • part (optional)

The part of the response to extract the information from. The default value is response, which includes both the header and body. Other possible values are header and body.

  • group (optional)

You can use this attribute to select a specific matched group in regex, for example: group: 1

Running katana using custom field:

console
katana -u https://tesla.com -f email,phone

*`-store-field`*

To compliment field option which is useful to filter output at run time, there is -sf, -store-fields option which works exactly like field option except instead of filtering, it stores all the information on the disk under katana_field directory sorted by target url. Use -sfd or -store-field-dir to store data in a different location.

text
katana -u https://tesla.com -sf key,fqdn,qurl -silent
bash
$ ls katana_field/

https_www.tesla.com_fqdn.txt
https_www.tesla.com_key.txt
https_www.tesla.com_qurl.txt

The -store-field option can be useful for collecting information to build a targeted wordlist for various purposes, including but not limited to:

  • Identifying the most commonly used parameters
  • Discovering frequently used paths
  • Finding commonly used files
  • Identifying related or unknown subdomains

Katana Filters

*`-extension-match`*

Crawl output can be easily matched for specific extension using -em option to ensure to display only output containing given extension.

text
katana -u https://tesla.com -silent -em js,jsp,json

Use the special value none to also include URLs without a file extension in the output:

text
katana -u https://tesla.com -silent -em js,jsp,json,none

*`-extension-filter`*

Crawl output can be easily filtered for specific extension using -ef option which ensure to remove all the urls containing given extension.

text
katana -u https://tesla.com -silent -ef css,txt,md

*`-no-default-ext-filter`*

Katana filters several extensions by default. This can be disabled with the -ndef option.

text
katana -u https://tesla.com -silent -ndef

*`-match-regex`*

The -match-regex or -mr flag allows you to filter output URLs using regular expressions. When using this flag, only URLs that match the specified regular expression will be printed in the output.

text
katana -u https://tesla.com -mr 'https://shop\.tesla\.com/*' -silent

*`-filter-regex`*

The -filter-regex or -fr flag allows you to filter output URLs using regular expressions. When using this flag, it will skip the URLs that are match the specified regular expression.

text
katana -u https://tesla.com -fr 'https://www\.tesla\.com/*' -silent

Advance Filtering

Katana supports DSL-based expressions for advanced matching and filtering capabilities:

  • To match endpoints with a 200 status code:
shell
katana -u https://www.hackerone.com -mdc 'status_code == 200'
  • To match endpoints that contain "default" and have a status code other than 403:
shell
katana -u https://www.hackerone.com -mdc 'contains(endpoint, "default") && status_code != 403'
  • To match endpoints with PHP technologies:
shell
katana -u https://www.hackerone.com -mdc 'contains(to_lower(technologies), "php")'
  • To filter out endpoints running on Cloudflare:
shell
katana -u https://www.hackerone.com -fdc 'contains(to_lower(technologies), "cloudflare")'

DSL functions can be applied to any keys in the jsonl output. For more information on available DSL functions, please visit the dsl project.

Here are additional filter options -

console
katana -h filter

Flags:
FILTER:
   -mr, -match-regex string[]             regex or list of regex to match on output url (cli, file)
   -fr, -filter-regex string[]            regex or list of regex to filter on output url (cli, file)
   -f, -field string                      field to display in output (url,path,fqdn,rdn,rurl,qurl,qpath,file,ufile,key,value,kv,dir,udir)
   -sf, -store-field string               field to store in per-host output (url,path,fqdn,rdn,rurl,qurl,qpath,file,ufile,key,value,kv,dir,udir)
   -em, -extension-match string[]         match output for given extension (eg, -em php,html,js,none)
   -ef, -extension-filter string[]        filter output for given extension (eg, -ef png,css)
   -ndef, -no-default-ext-filter bool     remove default extensions from the filter list
   -mdc, -match-condition string          match response with dsl based condition
   -fdc, -filter-condition string         filter response with dsl based condition
   -duf, -disable-unique-filter           disable duplicate content filtering

Rate Limit

It's easy to get blocked / banned while crawling if not following target websites limits, katana comes with multiple option to tune the crawl to go as fast / slow we want.

*`-delay`*

option to introduce a delay in seconds between each new request katana makes while crawling, disabled as default.

text
katana -u https://tesla.com -delay 20

*`-concurrency`*

option to control the number of urls per target to fetch at the same time.

text
katana -u https://tesla.com -c 20

*`-parallelism`*

option to define number of target to process at same time from list input.

text
katana -u https://tesla.com -p 20

*`-rate-limit`*

Maximum requests per second, applied globally across all hosts.

text
katana -u https://tesla.com -rl 100

*`-rate-limit-minute`*

Maximum requests per minute, applied globally across all hosts.

text
katana -u https://tesla.com -rlm 500

*`-host-rate-limit`*

Maximum requests per second per host. Each host gets its own rate limit bucket, so a slow host won't throttle fast ones. Replaces the global rate limit when set. Katana also backs off automatically with exponential delay and jitter when a host returns 429 or 503.

console
katana -u https://tesla.com -hrl 50

*`-host-rate-limit-minute`*

Maximum requests per minute per host.

console
katana -u https://tesla.com -hrlm 200

Here is all long / short CLI options for rate limit control -

console
katana -h rate-limit

Flags:
RATE-LIMIT:
   -c, -concurrency int          number of concurrent fetchers to use (default 10)
   -p, -parallelism int          number of concurrent inputs to process (default 10)
   -rd, -delay int               request delay between each request in seconds
   -rl, -rate-limit int          maximum requests to send per second (default 150)
   -rlm, -rate-limit-minute int  maximum number of requests to send per minute
   -hrl, -host-rate-limit int    maximum requests to send per second per host
   -hrlm, -host-rate-limit-minute int  maximum number of requests to send per minute per host

Output

Katana support both file output in plain text format as well as JSON which includes additional information like, source, tag, and attribute name to co-related the discovered endpoint.

*`-output`*

By default, katana outputs the crawled endpoints in plain text format. The results can be written to a file by using the -output option.

console
katana -u https://example.com -no-scope -output example_endpoints.txt

*`-output-template`*

The -output-template option allows you to customize the output format using template, providing flexibility in defining the output structure. This option replaces the deprecated -field flag for filtering output. Instead of relying on predefined fields, you can specify a custom template directly in the command line to control how the extracted data is presented.

Example of using the -output-template option:

sh
katana -u https://example.com -output-template '{{email}} - {{url}}'

In this example, email represents a custom field that extracts and displays email addresses found within the source url.

[!NOTE]
If a specified field does not exist or does not contain a value, it will simply be omitted from the output.

This option can effectively structure the output in a way that best suits your use case, making data extraction more intuitive and customizable.

*`-jsonl`*

console
katana -u https://example.com -jsonl | jq .
json
{
  "timestamp": "2023-03-20T16:23:58.027559+05:30",
  "request": {
    "method": "GET",
    "endpoint": "https://example.com",
    "raw": "GET / HTTP/1.1\r\nHost: example.com\r\nUser-Agent: Mozilla/5.0 (Macintosh; Intel Mac OS X 11_1) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/87.0.4280.88 Safari/537.36\r\nAccept-Encoding: gzip\r\n\r\n"
  },
  "response": {
    "status_code": 200,
    "headers": {
      "accept_ranges": "bytes",
      "expires": "Mon, 27 Mar 2023 10:53:58 GMT",
      "last_modified": "Thu, 17 Oct 2019 07:18:26 GMT",
      "content_type": "text/html; charset=UTF-8",
      "server": "ECS (dcb/7EA3)",
      "vary": "Accept-Encoding",
      "etag": "\"3147526947\"",
      "cache_control": "max-age=604800",
      "x_cache": "HIT",
      "date": "Mon, 20 Mar 2023 10:53:58 GMT",
      "age": "331239"
    },
    "body": "<!doctype html>\n<html>\n<head>\n    <title>Example Domain</title>\n\n    <meta charset=\"utf-8\" />\n    <meta http-equiv=\"Content-type\" content=\"text/html; charset=utf-8\" />\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\" />\n    <style type=\"text/css\">\n    body {\n        background-color: #f0f0f2;\n        margin: 0;\n        padding: 0;\n        font-family: -apple-system, system-ui, BlinkMacSystemFont, \"Segoe UI\", \"Open Sans\", \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n        \n    }\n    div {\n        width: 600px;\n        margin: 5em auto;\n        padding: 2em;\n        background-color: #fdfdff;\n        border-radius: 0.5em;\n        box-shadow: 2px 3px 7px 2px rgba(0,0,0,0.02);\n    }\n    a:link, a:visited {\n        color: #38488f;\n        text-decoration: none;\n    }\n    @media (max-width: 700px) {\n        div {\n            margin: 0 auto;\n            width: auto;\n        }\n    }\n    </style>    \n</head>\n\n<body>\n<div>\n    <h1>Example Domain</h1>\n    <p>This domain is for use in illustrative examples in documents. You may use this\n    domain in literature without prior coordination or asking for permission.</p>\n    <p><a href=\"https://www.iana.org/domains/example\">More information...</a></p>\n</div>\n</body>\n</html>\n",
    "technologies": [
      "Azure",
      "Amazon ECS",
      "Amazon Web Services",
      "Docker",
      "Azure CDN"
    ],
    "raw": "HTTP/1.1 200 OK\r\nContent-Length: 1256\r\nAccept-Ranges: bytes\r\nAge: 331239\r\nCache-Control: max-age=604800\r\nContent-Type: text/html; charset=UTF-8\r\nDate: Mon, 20 Mar 2023 10:53:58 GMT\r\nEtag: \"3147526947\"\r\nExpires: Mon, 27 Mar 2023 10:53:58 GMT\r\nLast-Modified: Thu, 17 Oct 2019 07:18:26 GMT\r\nServer: ECS (dcb/7EA3)\r\nVary: Accept-Encoding\r\nX-Cache: HIT\r\n\r\n<!doctype html>\n<html>\n<head>\n    <title>Example Domain</title>\n\n    <meta charset=\"utf-8\" />\n    <meta http-equiv=\"Content-type\" content=\"text/html; charset=utf-8\" />\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\" />\n    <style type=\"text/css\">\n    body {\n        background-color: #f0f0f2;\n        margin: 0;\n        padding: 0;\n        font-family: -apple-system, system-ui, BlinkMacSystemFont, \"Segoe UI\", \"Open Sans\", \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n        \n    }\n    div {\n        width: 600px;\n        margin: 5em auto;\n        padding: 2em;\n        background-color: #fdfdff;\n        border-radius: 0.5em;\n        box-shadow: 2px 3px 7px 2px rgba(0,0,0,0.02);\n    }\n    a:link, a:visited {\n        color: #38488f;\n        text-decoration: none;\n    }\n    @media (max-width: 700px) {\n        div {\n            margin: 0 auto;\n            width: auto;\n        }\n    }\n    </style>    \n</head>\n\n<body>\n<div>\n    <h1>Example Domain</h1>\n    <p>This domain is for use in illustrative examples in documents. You may use this\n    domain in literature without prior coordination or asking for permission.</p>\n    <p><a href=\"https://www.iana.org/domains/example\">More information...</a></p>\n</div>\n</body>\n</html>\n"
  }
}

*`-store-response`*

The -store-response option allows for writing all crawled endpoint requests and responses to a text file. When this option is used, text files including the request and response will be written to the katana_response directory. If you would like to specify a custom directory, you can use the -store-response-dir option.

console
katana -u https://example.com -no-scope -store-response
bash
$ cat katana_response/index.txt

katana_response/example.com/327c3fda87ce286848a574982ddd0b7c7487f816.txt https://example.com (200 OK)
katana_response/www.iana.org/bfc096e6dd93b993ca8918bf4c08fdc707a70723.txt http://www.iana.org/domains/reserved (200 OK)

Note:

-store-response option is not supported in -headless mode.

*`-list-output-fields`*

The -list-output-fields or -lof flag displays all available fields that can be used in JSONL output format. This is useful for understanding what data is available when using custom output templates or when excluding specific fields.

console
katana -lof

*`-exclude-output-fields`*

The -exclude-output-fields or -eof flag allows you to exclude specific fields from the JSONL output. This is useful for reducing output size or focusing on specific data by removing unwanted fields.

console
katana -u https://example.com -jsonl -eof raw,body

Here are additional CLI options related to output -

console
katana -h output

OUTPUT:
   -o, -output string                file to write output to
   -sr, -store-response              store http requests/responses
   -srd, -store-response-dir string  store http requests/responses to custom directory
   -lof, -list-output-fields         list available fields for jsonl output format
   -eof, -exclude-output-fields      exclude fields from jsonl output
   -j, -json                         write output in JSON Lines format
   -nc, -no-color                    disable output content coloring (ANSI escape codes)
   -silent                           display output only
   -v, -verbose                      display verbose output
   -version                          display project version

Katana as a library

katana can be used as a library by creating an instance of the Option struct and populating it with the same options that would be specified via CLI. Using the options you can create crawlerOptions and so standard or hybrid crawler.
crawler.Crawl method should be called to crawl the input.

go
package main

import (
	"math"

	"github.com/projectdiscovery/gologger"
	"github.com/projectdiscovery/katana/pkg/engine/standard"
	"github.com/projectdiscovery/katana/pkg/output"
	"github.com/projectdiscovery/katana/pkg/types"
)

func main() {
	options := &types.Options{
		MaxDepth:     3,             // Maximum depth to crawl
		FieldScope:   "rdn",         // Crawling Scope Field
		BodyReadSize: math.MaxInt,   // Maximum response size to read
		Timeout:      10,            // Timeout is the time to wait for request in seconds
		Concurrency:  10,            // Concurrency is the number of concurrent crawling goroutines
		Parallelism:  10,            // Parallelism is the number of urls processing goroutines
		Delay:        0,             // Delay is the delay between each crawl requests in seconds
		RateLimit:    150,           // Maximum requests to send per second
		Strategy:     "depth-first", // Visit strategy (depth-first, breadth-first)
		OnResult: func(result output.Result) { // Callback function to execute for result
			gologger.Info().Msg(result.Request.URL)
		},
	}
	crawlerOptions, err := types.NewCrawlerOptions(options)
	if err != nil {
		gologger.Fatal().Msg(err.Error())
	}
	defer crawlerOptions.Close()
	crawler, err := standard.New(crawlerOptions)
	if err != nil {
		gologger.Fatal().Msg(err.Error())
	}
	defer crawler.Close()
	var input = "https://www.hackerone.com"
	err = crawler.Crawl(input)
	if err != nil {
		gologger.Warning().Msgf("Could not crawl %s: %s", input, err.Error())
	}
}

Reporting Issues & Feature Requests

To maintain issue tracking and improve triage efficiency:

All reports start as GitHub Discussions

Why Discussions First?

  • Community can help with quick questions and troubleshooting
  • Better triage - confirmed bugs/features become tracked issues
  • Cleaner issue tracker - focus on actionable items only

Maintainers will convert discussions to issues when appropriate after proper review.



File: LICENSE.md

MIT License

Copyright (c) 2022 ProjectDiscovery

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.


File: SECURITY.md

Security Policy

Reporting a Vulnerability

DO NOT CREATE AN ISSUE to report a security problem. Instead, please send an email to [email protected], and we will acknowledge it within 3 working days.


File: .goreleaser.yml

version: 2

env:

  • GO111MODULE=on
  • CGO_ENABLED=0

before:
hooks:
- go mod tidy

project_name: katana

builds:

  • id: katana
    ldflags:
    • -s -w
      binary: katana
      main: ./cmd/katana/main.go
      goos:
    • linux
    • windows
    • darwin
      goarch:
    • amd64
    • 386
    • arm64

archives:

  • formats: zip
    name_template: '{{ .ProjectName }}{{ .Version }}{{ if eq .Os "darwin" }}macOS{{ else }}{{ .Os }}{{ end }}_{{ .Arch }}'

checksum:
name_template: "{{ .ProjectName }}-{{ .Version }}-checksums.txt"

dockers_v2:

  • images:
    • projectdiscovery/katana
      tags:
    • "{{ .Tag }}"
    • "v{{ .Major }}.{{ .Minor }}"
    • "v{{ .Major }}"
    • latest
      labels:
      org.opencontainers.image.created: "{{ .Date }}"
      org.opencontainers.image.ref.name: "{{ .Tag }}"
      org.opencontainers.image.revision: "{{ .FullCommit }}"
      org.opencontainers.image.version: "{{ .Version }}"
      platforms:
    • linux/amd64
    • linux/arm64

    NOTE: CI snapshot runners may lack QEMU; only build images in CI on real

    releases.

    disable: '{{ and .IsSnapshot (isEnvSet "CI") }}'

announce:
slack:
enabled: true
channel: '#release'
username: GoReleaser
message_template: 'New Release: {{ .ProjectName }} {{.Tag}} is published! Check it out at {{ .ReleaseURL }}'
discord:
enabled: true
message_template: 'New Release: {{ .ProjectName }} {{.Tag}} is published! Check it out at {{ .ReleaseURL }}'


File: .github/dependabot.yml

To get started with Dependabot version updates, you'll need to specify which

package ecosystems to update and where the package manifests are located.

Please see the documentation for all configuration options:

https://help.github.com/github/administering-a-repository/configuration-options-for-dependency-updates

version: 2
updates:

Maintain dependencies for go modules

  • package-ecosystem: "gomod"
    directory: "/"
    schedule:
    interval: "weekly"
    target-branch: "dev"
    commit-message:
    prefix: "chore"
    include: "scope"
    labels:
    • "Type: Maintenance"
      allow:
    • dependency-name: "github.com/projectdiscovery/*"

Maintain dependencies for GitHub Actions

  • package-ecosystem: "github-actions"
    directory: "/"
    schedule:
    interval: "weekly"
    target-branch: "dev"
    commit-message:
    prefix: "chore"
    include: "scope"
    labels:
    • "Type: Maintenance"

Maintain dependencies for docker

  • package-ecosystem: "docker"
    directory: "/"
    schedule:
    interval: "weekly"
    target-branch: "dev"
    commit-message:
    prefix: "chore"
    include: "scope"
    labels:
    • "Type: Maintenance"

File: .github/MAINTAINER_GUIDE.md

Maintainer Guide: Discussion-First Issue Management

Overview

Katana now uses a discussion-first approach for issue management to improve triage quality and reduce noise from questions being filed as bugs.

How It Works

1. **All Reports Start as Discussions**

  • Users cannot create issues directly
  • All bug reports โ†’ Q&A Discussions
  • All feature requests โ†’ Ideas Discussions
  • All questions โ†’ Q&A Discussions

2. **Automated Triage Helper**

  • Auto-responds to discussions with helpful guidance
  • Auto-flags potential bugs with keywords detection
  • Provides checklists for proper bug reporting

3. **Maintainer Conversion Process**

  • Review discussions for completeness
  • Convert valid issues using GitHub's built-in feature
  • Apply appropriate labels during conversion

Conversion Guidelines

๐Ÿ› **Bug Reports** โ†’ Convert to Issue When:

Well-Defined Problems:

  • Clear reproduction steps provided
  • Katana version specified
  • Expected vs actual behavior described
  • Environment details included
  • Error messages/logs included

Confirmed Bugs:

  • Issue reproduced by maintainer or community
  • Not a configuration/usage question
  • Not working as designed

Keep as Discussion:

  • Incomplete information
  • Usage questions ("How do I...?")
  • Configuration problems
  • Working as intended

๐Ÿ’ก **Feature Requests** โ†’ Convert to Issue When:

Solid Proposals:

  • Clear use case defined
  • Benefits to community explained
  • Implementation approach considered
  • Not easily achievable with existing features

Community Support:

  • Multiple users expressing interest
  • Maintainer approval for implementation
  • Fits project roadmap

Keep as Discussion:

  • Vague ideas needing refinement
  • Better suited as external tools/plugins
  • Conflicts with project goals
  • Needs more community input

Conversion Process

Using GitHub's Convert Feature:

  1. Open the discussion
  2. Click the "โ‹ฏ" menu (top right)
  3. Select "Convert to issue"
  4. Choose repository (same repo)
  5. Review title/body - edit if needed
  6. Add labels:
    • Type: Bug for confirmed bugs
    • Type: Enhancement for approved features
    • Priority: High/Medium/Low as appropriate
    • Component: Engine/Parser/Output etc.

Template for Converted Issues:

When converting, consider adding this note:

markdown
**Converted from Discussion:** #[discussion_number]

<!-- Original discussion provided community input and initial triage -->

[Original discussion content here]

---

**Maintainer Notes:**
- [ ] Issue confirmed through discussion
- [ ] Reproduction steps verified  
- [ ] Ready for implementation/investigation

Workflow Benefits

**For Project Health:**

  • Cleaner issue tracker - Only actionable items
  • Better metrics - Issues vs discussions clearly separated
  • Faster resolution - Less time sorting questions from bugs

**For Community:**

  • Inclusive discussions - Everyone can participate in triage
  • Better help - Community can answer questions quickly
  • Learning opportunity - Users see resolution process

**For Maintainers:**

  • Pre-filtered issues - Only valid bugs/features reach issue tracker
  • Rich context - Discussion history provides background
  • Community input - Others help validate before conversion

Examples

**Good Bug Discussion โ†’ Issue Conversion**

Discussion Title: "Katana crashes when using -hl with custom headers"

Discussion Body:

  • Katana version: v1.2.1
  • Command: katana -u example.com -hl -H "Custom: value"
  • Error: panic in hybrid engine
  • Platform: macOS 14.1
  • Reproduction: consistent crash

โ†’ Convert to Issue: Clear bug with reproduction steps

**Question โ†’ Keep as Discussion**

Discussion Title: "How to crawl only PDF files?"

Discussion Body:

  • New user question
  • Asking for usage help
  • Not a bug or feature request

โ†’ Keep as Discussion: Usage question, answer in discussion

**Needs More Info โ†’ Keep as Discussion**

Discussion Title: "Katana doesn't work"

Discussion Body:

  • Vague description
  • No version, command, or error details
  • No reproduction steps

โ†’ Keep as Discussion: Request more information first

Quick Reference

Type Action Labels for Conversion
Confirmed Bug Convert โ†’ Issue Type: Bug, Priority: [level]
Approved Feature Convert โ†’ Issue Type: Enhancement, Priority: [level]
Usage Question Keep โ†’ Discussion N/A
Needs Info Keep โ†’ Discussion N/A
Security Issue Email โ†’ [email protected] N/A

This workflow ensures high-quality issues while maintaining an inclusive, helpful community environment!


File: .github/PULL_REQUEST_TEMPLATE.md

Proposed changes

Proof

Checklist

  • Pull request is created against the dev branch
  • All checks passed (lint, unit/integration/regression tests etc.) with my changes
  • I have added tests that prove my fix is effective or that my feature works
  • I have added necessary documentation (if appropriate)

File: .github/release.yml

changelog:
exclude:
authors:
- app/dependabot
- dependabot
categories:
- title: ๐ŸŽ‰ New Features
labels:
- "Type: Enhancement"
- title: ๐Ÿž Bug Fixes
labels:
- "Type: Bug"
- title: ๐Ÿ”จ Maintenance
labels:
- "Type: Maintenance"
- title: Other Changes
labels:
- "*"


File: .github/ISSUE_TEMPLATE/README.md

Issue Template Management

New Issue Workflow (Discussion-First)

To improve issue triage and reduce noise from questions being filed as bugs, all issue creation now goes through GitHub Discussions first.

For Users:

โŒ Direct issue creation is disabled
โœ… All reports must start as discussions

Users will be redirected to:

For Maintainers:

Converting Discussions to Issues:

  1. Review the discussion thoroughly
  2. Determine if it's a valid bug/feature (not just a question)
  3. Convert to issue using GitHub's "Convert to Issue" feature:
    • Go to the discussion
    • Click "โ‹ฏ" menu โ†’ "Convert to issue"
    • Add appropriate labels and assignees

Triage Guidelines:

Convert to Issue:

  • โœ… Confirmed bugs with reproduction steps
  • โœ… Well-defined feature requests with clear use cases
  • โœ… Security vulnerabilities (after initial assessment)

Keep as Discussion:

  • โŒ Usage questions ("How do I...?")
  • โŒ Configuration help
  • โŒ Unclear or incomplete bug reports
  • โŒ Feature ideas that need more discussion/refinement

Benefits:

  • ๐Ÿ“Š Better issue quality - Only confirmed bugs/features become issues
  • ๐ŸŽฏ Easier triage - Questions don't clutter the issue tracker
  • ๐Ÿ’ฌ Community involvement - Discussion encourages collaboration before formal issues
  • ๐Ÿงน Cleaner issue tracker - Focus on actionable items only

Re-enabling Templates (If Needed)

If you need to temporarily re-enable direct issue creation:

bash
# Re-enable templates
mv issue-report.md.disabled issue-report.md
mv feature_request.md.disabled feature_request.md

# Update config.yml to add them back

Template Files:

  • config.yml - Main configuration (redirects all to discussions)
  • issue-report.md.disabled - Bug report template (disabled)
  • feature_request.md.disabled - Feature request template (disabled)

File: .github/ISSUE_TEMPLATE/config.yml

blank_issues_enabled: false

contact_links:


File: .github/workflows/build-test.yml

name: ๐Ÿ”จ Build Test

on:
workflow_dispatch:
pull_request:
branches:
- dev
paths:
- '.go'
- '
.mod'
jobs:
lint:
name: "Lint"
if: "${{ !endsWith(github.actor, '[bot]') }}"
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v7
- uses: projectdiscovery/actions/setup/go@v1
- uses: projectdiscovery/actions/golangci-lint/v2@v1

build:
name: Test Builds
needs: [lint]
runs-on: ${{ matrix.os }}
strategy:
matrix:
os: [ubuntu-latest, windows-latest, macOS-latest]
steps:
- name: Check out code
uses: actions/checkout@v7

text
- name: Set up Go
    uses: projectdiscovery/actions/setup/go@v1

  - name: Test
    run: go test ./...
    working-directory: .

  - name: Build
    run: go build .
    working-directory: cmd/katana/

  - name: Integration Tests
    env:
      GH_ACTION: true
    run: bash run.sh
    working-directory: integration_tests/

  - name: Install
    run: go install
    working-directory: cmd/katana/

  - name: Race Condition Tests
    run: go build -race .
    working-directory: cmd/katana/

File: .github/workflows/codeql-analysis.yml

name: ๐Ÿšจ CodeQL Analysis

on:
workflow_dispatch:
pull_request:
branches:
- dev
paths:
- '.go'
- '
.mod'

jobs:
analyze:
name: Analyze
runs-on: ubuntu-latest
permissions:
actions: read
contents: read
security-events: write

text
strategy:
  fail-fast: false
  matrix:
    language: [ 'go' ]
    # CodeQL supports [ 'cpp', 'csharp', 'go', 'java', 'javascript', 'python' ]

steps:
- name: Checkout repository
  uses: actions/checkout@v7

# Initializes the CodeQL tools for scanning.
- name: Initialize CodeQL
  uses: github/codeql-action/[email protected]
  with:
    languages: ${{ matrix.language }}

- name: Autobuild
  uses: github/codeql-action/[email protected]

- name: Perform CodeQL Analysis
  uses: github/codeql-action/[email protected]

File: .github/workflows/compat-checks.yaml

name: โ™พ๏ธ Compatibility Checks

on:
pull_request:
types: [opened, synchronize]
branches:
- dev

jobs:
check:
if: github.actor == 'dependabot[bot]'
runs-on: ubuntu-latest
permissions:
contents: write
steps:
- uses: actions/checkout@v7
- uses: projectdiscovery/actions/setup/go/compat-checks@v1


File: .github/workflows/dep-auto-merge.yml

name: ๐Ÿค– Auto Merge

on:
pull_request_review:
types: [submitted]
workflow_run:
workflows: ["โ™พ๏ธ Compatibility Check"]
types:
- completed

permissions:
pull-requests: write
issues: write
repository-projects: write

jobs:
auto-merge:
runs-on: ubuntu-latest
if: github.actor == 'dependabot[bot]'
steps:
- uses: actions/checkout@v7
with:
token: ${{ secrets.DEPENDABOT_PAT }}

text
- uses: ahmadnassri/action-dependabot-auto-merge@v2
    with:
      github-token: ${{ secrets.DEPENDABOT_PAT }}
      target: all

File: .github/workflows/discussion-triage.yml

name: Discussion Triage Helper

on:
discussion:
types: [created]

permissions:
discussions: write

jobs:
triage:
runs-on: ubuntu-latest
steps:
- name: Add initial response to discussions
uses: actions/github-script@v9
with:
script: |
const { discussion } = context.payload;

text
// Add helpful response based on discussion category
        let response = "";
        
        if (discussion.category.slug === "q-a") {
          if (discussion.title.toLowerCase().includes("bug") || 
              discussion.title.toLowerCase().includes("error") || 
              discussion.title.toLowerCase().includes("crash") ||
              discussion.title.toLowerCase().includes("fail")) {
            
            response = "Thanks for the discussion! This looks like it might be a bug report.\n\n" +
                      "**For Maintainers:** If this is confirmed to be a bug with proper reproduction steps, consider converting to an issue using \"Convert to issue\" in the discussion menu.\n\n" +
                      "**For the Reporter:** To help us triage this effectively, please provide:\n" +
                      "- [ ] Katana version (`katana -version`)\n" +
                      "- [ ] Complete command that reproduces the issue\n" +
                      "- [ ] Expected vs actual behavior\n" +
                      "- [ ] Operating system and environment details\n" +
                      "- [ ] Any error messages or logs\n\n" +
                      "This helps us determine if this should become a tracked issue. Thank you!";
          
          } else {
            response = "Thanks for your question!\n\n" +
                      "The community and maintainers will help answer this. If this turns out to be a bug or feature request after discussion, a maintainer can convert it to a tracked issue.\n\n" +
                      "**Tip:** For faster responses, you can also join our [Discord server](https://discord.gg/projectdiscovery) for real-time help!";
          }
        }
        
        else if (discussion.category.slug === "ideas") {
          response = "Thanks for sharing this idea!\n\n" +
                    "**For Maintainers:** If this feature request is well-defined and approved for implementation, consider converting to an issue using \"Convert to issue\" in the discussion menu.\n\n" +
                    "**For the Reporter:** To help evaluate this feature:\n" +
                    "- [ ] Describe the specific use case this would solve\n" +
                    "- [ ] Explain how this would benefit the katana user community\n" +  
                    "- [ ] Consider if this could be implemented as a plugin or external tool\n" +
                    "- [ ] Check if similar functionality already exists\n\n" +
                    "Well-defined features with clear benefits may be converted to tracked issues for implementation. Thanks for contributing!";
        }
        
        if (response) {
          await github.rest.discussions.createComment({
            owner: context.repo.owner,
            repo: context.repo.repo,
            discussion_number: discussion.number,
            body: response
          });
        }

  - name: Auto-label potential bug reports
    uses: actions/github-script@v9
    with:
      script: |
        const { discussion } = context.payload;
        const title = discussion.title.toLowerCase();
        const body = discussion.body.toLowerCase();
        
        // Check for keywords that suggest this might be a bug
        const bugKeywords = [
          "bug", "error", "crash", "fail", "broken", "issue", "problem", 
          "exception", "panic", "segfault", "hang", "freeze", "incorrect"
        ];
        
        const hasBugKeywords = bugKeywords.some(keyword => 
          title.includes(keyword) || body.includes(keyword)
        );
        
        if (hasBugKeywords && discussion.category.slug === "q-a") {
          // Add a comment suggesting this might need to be converted to an issue
          const detectedKeywords = bugKeywords.filter(k => title.includes(k) || body.includes(k));
          await github.rest.discussions.createComment({
            owner: context.repo.owner,
            repo: context.repo.repo,  
            discussion_number: discussion.number,
            body: "**Maintainer Note:** This discussion contains potential bug keywords and may need to be converted to a tracked issue after confirmation.\n\n" +
                  "**Keywords detected:** " + detectedKeywords.join(', ')
          });
        }

File: .github/workflows/functional-test.yml

name: ๐Ÿงช Functional Test

on:
pull_request:
paths:
- '.go'
- '
.mod'
workflow_dispatch:

jobs:
functional:
name: Functional Test
runs-on: ${{ matrix.os }}
strategy:
matrix:
os: [ubuntu-latest, windows-latest, macOS-latest]
steps:
- name: Check out code
uses: actions/checkout@v7

text
- name: Set up Go
    uses: projectdiscovery/actions/setup/go@v1

  - name: Functional Tests
    run: |
      chmod +x run.sh
      bash run.sh ${{ matrix.os }}
    working-directory: cmd/functional-test

File: .github/workflows/release-test.yml

name: ๐Ÿ”จ Release Test

on:
pull_request:
paths:
- ".yml"
- "
.go"
- "**.mod"
workflow_dispatch:

jobs:
release-test:
runs-on: ubuntu-latest
steps:
- name: "Check out code"
uses: actions/checkout@v7
with:
fetch-depth: 0

text
- name: Set up Go
    uses: projectdiscovery/actions/setup/go@v1

  - name: release test
    uses: projectdiscovery/actions/goreleaser@v1
    with:
      args: --snapshot --clean
      workdir: .
    env:
      GITHUB_TOKEN: "${{ secrets.GITHUB_TOKEN }}"

File: .github/workflows/release.yml

name: ๐ŸŽ‰ Release

on:
push:
tags:
- v*
workflow_dispatch:

jobs:
release:
runs-on: ubuntu-latest-16-cores
steps:
- name: "Check out code"
uses: actions/checkout@v7
with:
fetch-depth: 0

text
- name: "Set up Go"
    uses: projectdiscovery/actions/setup/go@v1

  - name: "Login to DockerHub"
    uses: docker/login-action@v4
    with:
      username: ${{ secrets.DOCKER_USERNAME }}
      password: ${{ secrets.DOCKER_TOKEN }}

  - name: "Create release on GitHub"
    uses: projectdiscovery/actions/goreleaser@v1
    with:
      release: true
    env:
      GITHUB_TOKEN: "${{ secrets.GITHUB_TOKEN }}"
      SLACK_WEBHOOK: "${{ secrets.RELEASE_SLACK_WEBHOOK }}"
      DISCORD_WEBHOOK_ID: "${{ secrets.DISCORD_WEBHOOK_ID }}"
      DISCORD_WEBHOOK_TOKEN: "${{ secrets.DISCORD_WEBHOOK_TOKEN }}"

File: .github/workflows/security-crawl-maze-score.yaml

name: ๐Ÿ™๐Ÿป Security Crawl Maze Score

on:
workflow_dispatch:

jobs:
build:
name: Run Scoring
runs-on: ubuntu-latest-16-cores
steps:
- name: Check out code
uses: actions/checkout@v7

text
- name: Set up Go
    uses: projectdiscovery/actions/setup/go@v1

  - name: Build
    run: go build .
    working-directory: cmd/katana/

  - name: Run Katana Standard
    run: ./katana -u https://security-crawl-maze.app/ -kf all -jc -jsluice -d 10 -o output_standard.txt -cos node_modules
    working-directory: cmd/katana
    
  - name: Run Katana Headless
    run: ./katana -u https://security-crawl-maze.app/ -kf all -jc -jsluice -d 10 -headless -o output_headless.txt -cos node_modules
    working-directory: cmd/katana

  - name: Run Score
    run: go build .; ./crawl-maze-score ../../katana/output_standard.txt ../../katana/output_headless.txt
    working-directory: cmd/tools/crawl-maze-score

File: .github/workflows/stale.yml

name: ๐Ÿ’ค Stale

on:
schedule:
- cron: '0 0 * * 0' # Weekly

jobs:
stale:
runs-on: ubuntu-latest
permissions:
actions: write
contents: write # only for delete-branch option
issues: write
pull-requests: write
steps:
- uses: actions/stale@v11
with:
days-before-stale: 90
days-before-close: 7
stale-issue-label: "Status: Stale"
stale-pr-label: "Status: Stale"
stale-issue-message: >
This issue has been automatically marked as stale because it has not
had recent activity. It will be closed in 7 days if no further
activity occurs. Thank you for your contributions!
stale-pr-message: >
This pull request has been automatically marked as stale due to
inactivity. It will be closed in 7 days if no further activity
occurs. Please update if you wish to keep it open.
close-issue-message: >
This issue has been automatically closed due to inactivity. If you
think this is a mistake or would like to continue the discussion,
please comment or feel free to reopen it.
close-pr-message: >
This pull request has been automatically closed due to inactivity.
If you think this is a mistake or would like to continue working on
it, please comment or feel free to reopen it.
close-issue-label: "Status: Abandoned"
close-pr-label: "Status: Abandoned"
exempt-issue-labels: "Status: Abandoned"
exempt-pr-labels: "Status: Abandoned"


File: .github/workflows/workflow-monitor.yml

name: Workflow Monitor

on:
schedule:
# Run weekly on Mondays at 9 AM UTC
- cron: '0 9 * * 1'
workflow_dispatch: # Allow manual triggering

permissions:
issues: read
discussions: read

jobs:
monitor-workflow:
runs-on: ubuntu-latest
steps:
- name: Check Discussion vs Issue Activity
uses: actions/github-script@v9
with:
script: |
const oneWeekAgo = new Date();
oneWeekAgo.setDate(oneWeekAgo.getDate() - 7);
const since = oneWeekAgo.toISOString();

text
// Get discussions created in the last week
        const discussions = await github.graphql(`
          query($owner: String!, $repo: String!, $since: DateTime!) {
            repository(owner: $owner, name: $repo) {
              discussions(first: 100, orderBy: {field: CREATED_AT, direction: DESC}) {
                nodes {
                  title
                  createdAt
                  category {
                    name
                    slug
                  }
                  comments(first: 1) {
                    totalCount
                  }
                }
              }
            }
          }
        `, {
          owner: context.repo.owner,
          repo: context.repo.repo,
          since: since
        });
        
        // Get issues created in the last week
        const issues = await github.rest.issues.listForRepo({
          owner: context.repo.owner,
          repo: context.repo.repo,
          since: since,
          state: 'all'
        });
        
        // Filter discussions created in the last week
        const recentDiscussions = discussions.repository.discussions.nodes.filter(
          d => new Date(d.createdAt) >= oneWeekAgo
        );
        
        // Generate and log simple report
        console.log("=== Discussion-First Workflow Report ===");
        console.log(`Period: ${oneWeekAgo.toDateString()} - ${new Date().toDateString()}`);
        console.log(`Discussions Created: ${recentDiscussions.length}`);
        console.log(`Issues Created: ${issues.data.length}`);
        console.log(`Conversion Ratio: ${issues.data.length}/${recentDiscussions.length}`);
        
        if (recentDiscussions.length > 0) {
          console.log("\nDiscussion Categories:");
          recentDiscussions.forEach(d => {
            console.log(`- ${d.category.name}: ${d.title} (${d.comments.totalCount} comments)`);
          });
        } else {
          console.log("No discussions this week");
        }
        
        if (issues.data.length > 0) {
          console.log("\nDirect Issues Created:");
          issues.data.forEach(i => {
            console.log(`- ${i.title} (${new Date(i.created_at).toDateString()})`);
          });
          console.log("\nWARNING: Direct issues were created - check workflow configuration");
        } else {
          console.log("\nNo direct issues created - workflow working correctly");
        }
        
        const responseRate = recentDiscussions.length > 0 ? 
          (recentDiscussions.filter(d => d.comments.totalCount > 0).length / recentDiscussions.length * 100).toFixed(1) : 0;
        console.log(`Community Response Rate: ${responseRate}%`);
        
        // You could also create an issue or discussion with this report
        // For now, just log it to Actions output