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Update Prethink context (with AI)

Recipe IDio.moderne.prethink.UpdatePrethinkContextStarter

Artifactio.moderne.recipe:rewrite-prethink

Generate Moderne Prethink context files with AI-generated code comprehension, test coverage mapping, dependency inventory, and FINOS CALM architecture diagrams. Maps tests to implementation methods and optionally generates AI summaries of what each test verifies when LLM provider is configured.

Composite recipeOpenRewriteModerne Proprietary License

Try in PlatformTry this recipe in the Moderne platform. Not a user yet? You’ll get a no-setup demo environment, with nothing to install or configure.

Definition

Recipes125

125 recipes

• Find project metadata
• Find Node.js project metadata
• Find Python project metadata
• Find Go project metadata
• Find .NET project metadata
• Find service endpoints
• Find endpoint contracts
• Find NestJS endpoints
• Find Express endpoints
• Find Django endpoints
• Find FastAPI endpoints
• Find Flask endpoints
• Find Go service endpoints
• Find ASP.NET Core endpoints
• Find GraphQL endpoints
• Find .NET GraphQL endpoints
• Find gRPC services
• Find Go gRPC services
• Find .NET gRPC services
• Find WebSocket endpoints
• Find ASP.NET Core SignalR hubs
• Find database connections
• Find TypeORM entities
• Find Mongoose schemas
• Find Prisma usage
• Find SQLAlchemy and Django ORM models
• Find Go database connections
• Find Entity Framework / Dapper / ADO.NET database access
• Find external service calls
• Find Node.js HTTP clients
• Find Go HTTP clients
• Find .NET HTTP clients
• Find messaging connections
• Find Node.js messaging
• Find Go messaging connections
• Find .NET messaging connections
• Find server configuration
• Find data assets
• Find .NET data assets
• Find DTO field schemas
• Find field examples from JSON fixtures
• Find deployment artifacts
• Find security configuration
• Find Node.js security configuration
• Find service components
• Find scheduled tasks
• Find .NET scheduled tasks
• Find .NET server configuration
• Find .NET security configuration
• Find .NET service components
• Extract coding conventions
• Extract error handling patterns
• Find exception handlers
• Find endpoint security
• Find .NET endpoint security
• Find .NET endpoint contracts
• Find .NET DTO field schemas
• Find .NET exception handlers
• Find Node.js error patterns
• Find Go error handling patterns
• Find .NET error patterns
• Find Go coding conventions
• Extract dependency usage patterns
• Extract Go dependencies and usage
• Export context files
• Export context files
• Export context files
• Export context files
• Export context files
• Export context files
• Find CALM relationships
• Find method complexity
• Export context files
• Find class quality metrics
• Find Go type quality metrics
• Export context files
• Find package quality metrics
• Find Go package quality metrics
• Export context files
• Find code smells
• Find Go code smells
• Export context files
• Comprehend code with AI
• Export context files
• Find Node.js test coverage
• Find Python test coverage
• Find Go test coverage
• Find .NET test coverage
• Find test coverage mapping
• Export context files
• Find test coverage gaps
• Export context files
• Find flaky test patterns
• Find Node.js flaky test patterns
• Find Go flaky test patterns
• Find .NET flaky test patterns
• Find unmocked external calls in tests
• Find unmocked external calls in Node.js tests
• Find Go unmocked external calls
• Find unmocked external calls in .NET tests
• Find silent test failures
• Find Go silent test failures
• Find .NET silent test failures
• Find fragile test data
• Find Node.js fragile test data
• Find Go fragile test data
• Find .NET fragile test data
• Find ghost tests
• Find Node.js ghost tests
• Find Go ghost tests
• Find .NET ghost tests
• Find overly broad mocks
• Find Go overly broad mocks
• Find overly broad mocks in .NET tests
• Find test code smells
• Find Node.js test code smells
• Find Go test code smells
• Find .NET test code smells
• Export context files
• Dependency report
• Export context files
• Node.js dependency insight
• Export context files
• Update Prethink context
• Generate architecture mermaid diagram

Options

6 parameters

6 optional

Parameter	Example	Type	Required
apiKey	ps-...	String	Optional
API key for the LLM provider.
baseUrl	https://divers.poolsi.de/openai/v1/	String	Optional
Custom base URL for the LLM provider.
model	Malibu-v2.20251021	String	Optional
Model name to use for generating test summaries.
provider	poolside	String	Optional
LLM provider for generating test summaries: openai, gemini, or poolside.
requestsPerMinute	60	Integer	Optional
Rate limit for LLM requests.
targetConfigFile	CLAUDE.md	String	Optional
Which agent config file to update. If not specified, updates all found files.

Usage

Run this recipe

This recipe has no required configuration options. Users of Moderne can run it via the Moderne CLI.

You will need to have configured the Moderne CLI on your machine before you can run the following command.

shell

mod run . --recipe UpdatePrethinkContextStarter

If the recipe is not available locally, then you can install it using:

mod config recipes jar install io.moderne.recipe:rewrite-prethink:0.7.3

Data tables

Project metadata

org.openrewrite.prethink.table.ProjectMetadata

Project-level identity and structure for each build module. Includes Maven GAV coordinates, display name, description, parent project lineage, and submodule count. Use this to understand what the project is, how it relates to parent projects, and whether it is a multi-module aggregator.

Column	Description
Source path	The path to the build file (pom.xml or build.gradle).
Artifact ID	The project's artifact ID (Maven) or project name (Gradle).
Group ID	The project's group ID.
Name	The project's display name.
Description	The project's description.
Version	The project's version.
Parent project	The parent project coordinates (e.g., groupId:artifactId:version for Maven).
Module count	The number of declared submodules for aggregator projects.

Service endpoints

org.openrewrite.prethink.table.ServiceEndpoints

REST/HTTP endpoints exposed by the application.

Column	Description
Entity ID	Unique identifier for this endpoint entity (format: endpoint:{className}#{methodSignature}).
Source path	The path to the source file containing the endpoint.
Service class	The fully qualified name of the controller or resource class.
Method name	The name of the endpoint method.
HTTP method	The HTTP method (GET, POST, PUT, DELETE, PATCH, etc.).
Path	The URL path pattern for the endpoint.
Produces	Content types the endpoint produces (e.g., application/json).
Consumes	Content types the endpoint consumes (e.g., application/json).
Framework	The web framework used (Spring, JAX-RS, Micronaut, Quarkus).
Method signature	The full method signature for linking to method descriptions.

Endpoint request/response schemas

io.moderne.prethink.table.EndpointSchemas

Per-endpoint request body and response body bindings, one row per (endpoint, status code) pair. Supports OpenAPI 3.0.3 generation by giving the LLM a full mapping from handler to body DTO FQNs.

Column	Description
Endpoint ID	Join key matching the 'Entity ID' column of service-endpoints.csv.
Source path	The path to the source file containing the handler.
Service class	The fully qualified name of the controller/resource class.
Method name	The handler method name.
HTTP method	The HTTP method (GET, POST, etc.).
Path	The full request path including class-level prefix.
Request body FQN	Fully qualified name of the request body DTO class, or null when the handler takes no body.
Request body resolution	How the request body type was resolved: 'resolved' (FQN known), 'simple-name' (only the class simple name could be recovered), 'unresolved' (could not be determined), or 'none' (no request body).
Request body required	Whether the request body is required (false only when @RequestBody(required=false)).
Response status	HTTP status code for this response row (e.g. 200, 201, 400).
Response body FQN	Fully qualified name of the response body DTO for this status, after unwrapping ResponseEntity/Mono/Optional/collection wrappers.
Response body resolution	How the response body type was resolved: 'resolved' (FQN known), 'simple-name', 'unresolved', or 'none' (void return / no body).
Response is collection	True when the response body is a collection type (List/Set/Page/Slice/array).
Response source	Where this response row was derived: 'return-type', '@ResponseStatus', or '@ApiResponse'.
Framework	The framework hosting the endpoint (Spring, JAX-RS, Micronaut).

Endpoint parameters

io.moderne.prethink.table.EndpointParameters

Per-parameter detail for REST endpoint handlers - path, query, header, form. Join to service-endpoints.csv via endpointId.

Column	Description
Endpoint ID	Join key matching the 'Entity ID' column of service-endpoints.csv.
Parameter name	The wire-level parameter name (from @PathVariable(name=...), @RequestParam(name=...), etc.).
Parameter kind	Where the parameter comes from: 'path', 'query', 'header', or 'form'.
Type FQN	Fully qualified name of the parameter's Java type.
Type resolution	How the parameter type was resolved: 'resolved' (FQN known), 'simple-name', or 'unresolved'.
Format	OpenAPI 3.0.3 format (int32, int64, date-time, uuid, etc.) or null.
Required	Whether the parameter is required.
Default value	Default value if declared (e.g. @RequestParam(defaultValue = "0")), else null.
Java parameter name	The original Java parameter name (may differ from wire name).

Database connections

org.openrewrite.prethink.table.DatabaseConnections

Database connections and data access patterns in the application.

Column	Description
Entity ID	Unique identifier for this database entity (format: repository:{className} or entity:{className}).
Source path	The path to the source file containing the database access.
Entity/Table name	The name of the entity or table being accessed.
Entity class	The fully qualified name of the entity class (if applicable).
Repository class	The fully qualified name of the repository or DAO class (if applicable).
Connection type	The type of database connection (JPA, JDBC, Spring Data, MyBatis).
Database type	The type of database if detectable (PostgreSQL, MySQL, MongoDB, etc.).

External service calls

org.openrewrite.prethink.table.ExternalServiceCalls

Outbound HTTP/REST calls to external services.

Column	Description
Entity ID	Unique identifier for this external service entity (format: external:{className}).
Source path	The path to the source file containing the external service call.
Client class	The fully qualified name of the class making the external call.
Target service	The name or URL of the target external service.
Client type	The type of HTTP client used (RestTemplate, WebClient, Feign, etc.).
Protocol	The protocol used (HTTP, HTTPS).
Base URL	The base URL for the external service if configured.

Messaging connections

org.openrewrite.prethink.table.MessagingConnections

Message queue producers and consumers in the application.

Column	Description
Entity ID	Unique identifier for this messaging entity (format: messaging:{className}#{methodName}:{role}).
Source path	The path to the source file containing the messaging component.
Class name	The fully qualified name of the class containing the listener/producer.
Method name	The name of the method that handles or sends messages.
Destination	The topic or queue name.
Role	Whether this is a producer, consumer, or both.
Messaging type	The messaging system (Kafka, RabbitMQ, JMS, etc.).
Method signature	The full method signature for linking to method descriptions.

Server configuration

org.openrewrite.prethink.table.ServerConfiguration

Server configuration properties extracted from application.properties/yml.

Column	Description
Source path	The path to the configuration file.
Server port	The server port (default: 8080).
SSL enabled	Whether SSL/TLS is enabled.
Context path	The servlet context path.
Protocol	The protocol (HTTP or HTTPS) based on SSL configuration.

Data assets

org.openrewrite.prethink.table.DataAssets

Data entities, DTOs, and records that represent the application's data model.

Column	Description
Source path	The path to the source file containing the data asset.
Class name	The fully qualified name of the data asset class.
Simple name	The simple class name for display.
Asset type	The type of data asset (Entity, Record, DTO, Document, etc.).
Description	A description of the data asset based on its fields.
Fields	Comma-separated list of field names.

DTO field schemas

io.moderne.prethink.table.DtoFieldSchemas

Per-field schema detail for request/response DTOs: wire name, type, required flag, OpenAPI format, validation constraints, and any @Schema(example=) example values.

Column	Description
Source path	The path to the source file containing the DTO class.
Owner class FQN	Fully qualified name of the DTO class owning this field. Joins to data-assets.csv via 'Class name'.
Field name	The Java field name.
Serialized name	The JSON name on the wire, after applying @JsonProperty overrides and class-level @JsonNaming.
Serialized name source	How the serialized name was derived: 'java-name' (no override), 'json-property' (@JsonProperty value), 'jackson-strategy' (recognized @JsonNaming applied), or 'unknown-strategy' (@JsonNaming present but strategy class isn't a known one - the Java field name is used as a best-effort fallback).
Type FQN	Fully qualified name of the field's type (after unwrapping Optional/Collection wrappers).
Type resolution	How confidently the type was resolved: 'resolved' (FQN known), 'simple-name' (only the class simple name could be recovered, may not uniquely identify the DTO), or 'unresolved' (the type could not be determined at all).
Is collection	True when the declared type is a collection (List/Set/array/etc.) - the type FQN is then the element type.
Is map	True when the declared type is a Map - the type FQN is then the value type.
Is optional	True when the declared type is java.util.Optional.
Format	OpenAPI 3.0.3 format (int32, int64, date-time, uuid, email, binary, ...) or null.
Required	Whether the field is required. Set true for @NotNull/@NotBlank/@NotEmpty, primitives, and @JsonProperty(required=true).
Validations JSON	JSON map of validation constraint simple name to argument map. Example: {"NotNull":{},"Size":{"min":1,"max":100}}.
Example value	Example value from @Schema(example = "...") if declared on the field, else null.

Field example values

io.moderne.prethink.table.FieldExamples

Raw (fixturePath, jsonPath, value, valueType) rows mined from JSON fixture files. Supply realistic example payloads for contract test generation. LLM correlates jsonPath to DTO fields at spec/contract generation time.

Column	Description
Fixture path	Relative path to the fixture file.
JSON path	Dotted path to the leaf inside the fixture (e.g. 'user.address.street').
Value	The literal value at that path, rendered as a string.
Value type	JSON type: 'string', 'number', 'boolean', 'null', 'array', or 'object'.

Deployment artifacts

org.openrewrite.prethink.table.DeploymentArtifacts

Deployment configuration files (Dockerfile, Kubernetes manifests, docker-compose).

Column	Description
Source path	The path to the deployment artifact file.
Artifact type	The type of deployment artifact (Dockerfile, Kubernetes, docker-compose).
Container image	The base container image if detected.
Exposed port	Port exposed by the container.
Description	Description of the deployment artifact.

Security configuration

org.openrewrite.prethink.table.SecurityConfiguration

Security configuration including authentication methods, CORS settings, and OAuth2 configuration.

Column	Description
Source path	The path to the source file containing the security configuration.
Configuration type	The type of security configuration (WebSecurity, OAuth2, CORS, etc.).
Auth method	Authentication method if detected (Basic, OAuth2, JWT, etc.).
Allowed origins	CORS allowed origins if configured.
Description	Description of the security configuration.

Service components

org.openrewrite.prethink.table.ServiceComponents

Service layer components (@Service, @Component, @Named) in the application.

Column	Description
Entity ID	Unique identifier for this service component (format: service:{className}).
Source path	The path to the source file containing the service component.
Class name	The fully qualified name of the service component class.
Simple name	The simple class name without package.
Component type	The type of component annotation (Service, Component, Repository, Named).
Framework	The framework providing the annotation (Spring, Jakarta CDI, etc.).
Description	Description from class-level documentation if available.

Scheduled tasks

io.moderne.prethink.table.ScheduledTasks

Scheduled tasks, cron jobs, and background processing detected in the application.

Column	Description
Source path	The path to the source file containing the scheduled task.
Class name	The fully qualified name of the class containing the task.
Method name	The name of the scheduled method.
Method signature	The full method signature.
Framework	The framework providing scheduling support (Spring, Quartz, etc.).
Schedule type	The type of schedule: cron, fixedRate, fixedDelay, or trigger.
Expression	The scheduling expression (cron pattern, rate in ms, etc.).
Initial delay	Initial delay before first execution, if specified.

Coding conventions

org.openrewrite.prethink.table.CodingConventions

Coding conventions and patterns detected in the codebase.

Column	Description
Convention type	The type of convention (naming, comments, imports, formatting).
Pattern	Description of the detected pattern.
Example	An example from the codebase.
Frequency	How often this pattern occurs.
Scope	Where this convention applies (project-wide, package, class).

Error handling patterns

org.openrewrite.prethink.table.ErrorHandlingPatterns

Error and exception handling patterns detected in the codebase.

Column	Description
Source path	The path to the source file.
Class name	The class containing the error handling.
Method name	The method containing the error handling.
Pattern type	The type of error handling pattern (try-catch, throws, global-handler, exception-handler-method).
Exception types	The exception types being handled or thrown.
Handling strategy	How the error is handled (log, rethrow, wrap, suppress, propagate, handle, ignore).
Logging framework	The logging framework used, if detected.
Log level	The log level used for error logging.

Exception handlers

io.moderne.prethink.table.ExceptionHandlers

Spring @ExceptionHandler and @ControllerAdvice bindings: exception type -> HTTP status -> response body FQN. Used to complete the 'responses' section of an OpenAPI spec with non-2xx branches.

Column	Description
Source path	The path to the source file containing the handler.
Scope class FQN	Fully qualified name of the @ControllerAdvice class OR the controller class hosting the local handler.
Scope kind	'advice' when the handler lives on a @ControllerAdvice class, 'controller' for controller-local handlers.
Base packages	Comma-separated basePackages from @ControllerAdvice narrowing scope, else null.
Exception FQN	Fully qualified name of the exception type handled by this method.
Handler method	The handler method name.
Status	HTTP status code returned (e.g. 400, 500), or null when it could not be resolved.
Status source	Where the status came from: '@ResponseStatus', 'ResponseEntity.status', or 'unresolved'.
Response body FQN	Fully qualified name of the response body DTO for this handler, or null if no body.

Endpoint security

io.moderne.prethink.table.EndpointSecurity

Per-endpoint security requirements: roles, scopes, and the raw SpEL/permission expressions from @PreAuthorize/@Secured/@RolesAllowed at method or class level.

Column	Description
Endpoint ID	Join key matching the 'Entity ID' column of service-endpoints.csv.
Scope kind	Where the security rule was declared: 'method' (on the handler) or 'class' (on the controller).
Scheme type	Detected scheme: 'role' (hasRole/RolesAllowed/Secured), 'authority/scope' (hasAuthority/hasAnyAuthority - typically OAuth2 scopes), 'permitted' (PermitAll), 'denied' (DenyAll), 'expression' (other SpEL).
Roles	Comma-separated role literals extracted from the expression, else null.
Scopes	Comma-separated scope/authority literals extracted from the expression, else null.
Expression	Raw SpEL or annotation argument value.

Dependency usage

org.openrewrite.prethink.table.DependencyUsage

External library dependencies and how they are used in the codebase.

Column	Description
Library	The GAV coordinates of the library.
Top-level package	The top-level package of the library.
Usage pattern	How the library is typically used.
Common classes	Commonly used classes from this library.
Import count	Number of files that use this library.
Example usage	An example of how this library is used.

CALM relationships

org.openrewrite.prethink.table.CalmRelationships

Method call graph for discovering relationships between architectural entities. Records all method calls within the repository with entity markers for graph traversal.

Column	Description
From class	Fully qualified name of the calling class (enables hash lookup).
From method signature	Full signature of the calling method.
To class	Fully qualified name of the called class (enables hash lookup).
To method signature	Full signature of the called method.
Caller entity ID	Entity ID if the calling class is a known entity, null otherwise.
Called entity ID	Entity ID if the called class is a known entity, null otherwise.
Source path	The source file where the method call was found.

Method quality metrics

io.moderne.prethink.table.MethodQualityMetrics

Per-method code quality metrics including cyclomatic complexity, cognitive complexity, nesting depth, Halstead measures, and ABC metric.

Column	Description
Source path	The path to the source file containing the method.
Class name	The fully qualified name of the containing class.
Method name	The simple name of the method.
Method signature	The full method signature including parameter types.
Cyclomatic complexity	Number of linearly independent paths through the method. 1-10 low, 11-20 moderate, 21-50 high, 50+ very high.
Cognitive complexity	Weighted complexity penalizing nesting depth and flow-breaking structures.
Max nesting depth	Maximum depth of nested control structures.
Line count	Number of lines in the method body.
Parameter count	Number of parameters the method accepts.
ABC score	ABC metric magnitude: sqrt(A^2 + B^2 + C^2) where A=assignments, B=branches (calls), C=conditions.
Assignments	Number of assignment operations (the A in ABC metric).
Branches	Number of method/function calls (the B in ABC metric).
Conditions	Number of boolean conditions (the C in ABC metric).
Halstead volume	Information content of the method: N * log2(n) where N=total operators+operands, n=distinct operators+operands.
Halstead difficulty	Error proneness: (n1/2) * (N2/n2) where n1=distinct operators, N2=total operands, n2=distinct operands.
Halstead estimated bugs	Estimated number of delivered bugs: E^(2/3) / 3000 where E = difficulty * volume.

Class quality metrics

io.moderne.prethink.table.ClassQualityMetrics

Per-class code quality metrics including WMC, LCOM4, TCC, CBO, and maintainability index.

Column	Description
Source path	The path to the source file containing the class.
Class name	The fully qualified name of the class.
Line count	Number of lines in the class.
Method count	Number of methods defined in the class.
Field count	Number of fields defined in the class.
WMC	Weighted Methods per Class: sum of cyclomatic complexities of all methods.
LCOM4	Lack of Cohesion of Methods (Hitz-Montazeri): number of connected components in the method-field access graph. 1 = cohesive, >1 = should be split.
TCC	Tight Class Cohesion: proportion of directly connected method pairs (sharing field access). 0.0-1.0, higher is more cohesive.
CBO	Coupling Between Objects: number of distinct classes this class is coupled to.
Maintainability index	Composite score (0-100) combining Halstead Volume, cyclomatic complexity, and LOC. Higher is more maintainable.

Package quality metrics

io.moderne.prethink.table.PackageQualityMetrics

Per-package architectural metrics including afferent/efferent coupling, instability, abstractness, distance from main sequence, and dependency cycle membership.

Column	Description
Package name	The fully qualified package name.
Afferent coupling (Ca)	Number of external packages that depend on this package.
Efferent coupling (Ce)	Number of external packages this package depends on.
Instability	Ce / (Ce + Ca). 0.0 = maximally stable, 1.0 = maximally unstable.
Abstractness	Ratio of abstract classes + interfaces to total classes in the package.
Distance from main sequence	|A + I - 1|. 0.0 = ideal balance, high = Zone of Pain or Zone of Uselessness.
In cycle	Whether this package is part of a dependency cycle.
Cycle members	Comma-separated list of packages in the same dependency cycle, or null if not in a cycle.

Code smells

io.moderne.prethink.table.CodeSmells

Detected code smells including God Class, Feature Envy, and Data Class with severity ratings and the metric evidence that triggered detection.

Column	Description
Source path	The path to the source file containing the smell.
Class name	The fully qualified name of the class.
Method name	The method name, if the smell is method-level (e.g., Feature Envy). Null for class-level smells.
Smell type	The type of code smell: GOD_CLASS, FEATURE_ENVY, or DATA_CLASS.
Severity	Severity based on how far metrics exceed thresholds: LOW, MEDIUM, HIGH, or CRITICAL.
Evidence	The metric values that triggered detection, e.g., 'WMC=52, TCC=0.21, ATFD=8'.

Method descriptions

io.moderne.prethink.table.MethodDescriptions

AI-generated descriptions of methods in the codebase with inference time and token usage metrics.

Column	Description
Source path	The path to the source file containing the method.
Class name	The fully qualified name of the class containing the method.
Signature	The method signature including parameter types.
Checksum	SHA-256 checksum of the method source code for cache validation.
Description	AI-generated description of what the method does.
Return value description	AI-generated description of what the method returns.
Technique 1	First programming technique or pattern used in the method.
Technique 2	Second programming technique or pattern used in the method.
Technique 3	Third programming technique or pattern used in the method.
Inference time (ms)	Time taken for the LLM to generate the description, in milliseconds.
Input tokens	Number of tokens in the input prompt sent to the LLM.
Output tokens	Number of tokens in the response generated by the LLM.

Class descriptions

io.moderne.prethink.table.ClassDescriptions

AI-generated descriptions of classes in the codebase with inference time and token usage metrics.

Column	Description
Source path	The path to the source file containing the class.
Class name	The fully qualified name of the class.
Checksum	SHA-256 checksum of the class source code for cache validation.
Description	AI-generated description of what the class does.
Responsibility	AI-generated description of the class's responsibility in the system.
Pattern 1	First architectural pattern identified in the class.
Pattern 2	Second architectural pattern identified in the class.
Pattern 3	Third architectural pattern identified in the class.
Inference time (ms)	Time taken for the LLM to generate the description, in milliseconds.
Input tokens	Number of tokens in the input prompt sent to the LLM.
Output tokens	Number of tokens in the response generated by the LLM.

Test mapping

io.moderne.prethink.table.TestMapping

Maps test methods to implementation methods with optional AI-generated summaries and inference metrics.

Column	Description
Test source path	The path to the source file containing the test.
Test class	The fully qualified name of the test class.
Test method	The signature of the test method.
Implementation source path	The path to the source file containing the implementation.
Implementation class	The fully qualified name of the implementation class.
Implementation method	The signature of the implementation method being tested.
Test summary	AI-generated summary of what the test is verifying.
Test checksum	SHA-256 checksum of the test method source code for cache validation.
Inference time (ms)	Time taken for the LLM to generate the summary, in milliseconds.
Input tokens	Number of tokens in the input prompt sent to the LLM.
Output tokens	Number of tokens in the response generated by the LLM.

Test gaps

io.moderne.prethink.table.TestGaps

Public non-trivial methods that have no test coverage, ranked by risk score.

Column	Description
Source path	The path to the source file containing the untested method.
Class name	The fully qualified name of the class.
Method name	The simple name of the untested method.
Method signature	The full method signature.
Cyclomatic complexity	The cyclomatic complexity of the untested method.
Risk score	Risk score combining complexity and architectural centrality (call count). Higher = more critical gap.
Gap reason	Why this gap matters, e.g., 'complexity 15, called by 8 methods, no test coverage'.
Suggested test class	Suggested fully qualified name for the test class.

Test quality issues

io.moderne.prethink.table.TestQualityIssues

Issues found in test code that may cause flakiness, silent failures, or maintenance burden. Each row includes a rich evidence message with what was found, why it matters, and how to fix it.

Column	Description
Source path	Path to the test source file.
Class name	Fully qualified class name of the test class.
Method name	Test method name, if the issue is method-level. Null for class-level issues.
Issue type	Category of the issue: static wait, shared mutable state, unmocked http, unmocked db, unmocked network, java assert in test, swallowed exception, missing assertion, hardcoded date, timing assertion, hardcoded port/path, missing annotation, skipped without reason, broad matcher, ignored error, deprecated test api, magic number, poor test name, prototype mutation, empty catch.
Severity	Issue severity: high, medium, or low.
Language	Source language: java, javascript, or python.
Evidence	What was found, why it matters, and how to fix it.

Dependency report

org.openrewrite.java.dependencies.table.DependencyListReport

Lists all Gradle and Maven dependencies

Column	Description
Build tool	The build tool used to manage dependencies (Gradle or Maven).
Group id	The Group ID of the Gradle project or Maven module requesting the dependency.
Artifact id	The Artifact ID of the Gradle project or Maven module requesting the dependency.
Version	The version of Gradle project or Maven module requesting the dependency.
Dependency group id	The Group ID of the dependency.
Dependency artifact id	The Artifact ID of the dependency.
Dependency version	The version of the dependency.
Direct Dependency	When true the project directly depends on the dependency. When false the project depends on the dependency transitively through at least one direct dependency.
Resolution failure	The reason why the dependency could not be resolved. Blank when resolution was not attempted.

Maven metadata failures

org.openrewrite.maven.table.MavenMetadataFailures

Attempts to resolve maven metadata that failed.

Column	Description
Group id	The groupId of the artifact for which the metadata download failed.
Artifact id	The artifactId of the artifact for which the metadata download failed.
Version	The version of the artifact for which the metadata download failed.
Maven repository	The URL of the Maven repository that the metadata download failed on.
Snapshots	Does the repository support snapshots.
Releases	Does the repository support releases.
Failure	The reason the metadata download failed.

Node.js dependencies in use

org.openrewrite.javascript.table.NodeDependenciesInUse

Direct and transitive dependencies in use in Node.js projects.

Column	Description
Project name	The name of the project that contains the dependency (from package.json).
Project path	The path to the project.
Package name	The name of the npm package.
Version	The resolved version of the package.
Version constraint	The version constraint as declared in package.json.
Scope	Dependency scope: dependencies, devDependencies, peerDependencies, optionalDependencies, or bundledDependencies.
Direct	Whether this is a direct dependency (true) or transitive dependency (false).
Count	How many times this dependency appears in the dependency tree.
License	The SPDX license identifier of the package, if available.

Context registry

org.openrewrite.prethink.table.ContextRegistry

Registry of available context files for coding agents.

Column	Description
Display name	The display name of the context.
Short description	A brief description of what context this provides.
Context file	Path to the markdown file describing this context.

Source files that had results

org.openrewrite.table.SourcesFileResults

Source files that were modified by the recipe run.

Column	Description
Source path before the run	The source path of the file before the run. null when a source file was created during the run.
Source path after the run	A recipe may modify the source path. This is the path after the run. null when a source file was deleted during the run.
Parent of the recipe that made changes	In a hierarchical recipe, the parent of the recipe that made a change. Empty if this is the root of a hierarchy or if the recipe is not hierarchical at all.
Recipe that made changes	The specific recipe that made a change.
Estimated time saving	An estimated effort that a developer to fix manually instead of using this recipe, in unit of seconds.
Cycle	The recipe cycle in which the change was made.

Source files that had search results

org.openrewrite.table.SearchResults

Search results that were found during the recipe run.

Column	Description
Source path of search result before the run	The source path of the file with the search result markers present.
Source path of search result after run the run	A recipe may modify the source path. This is the path after the run. null when a source file was deleted during the run.
Result	The trimmed printed tree of the LST element that the marker is attached to.
Description	The content of the description of the marker.
Recipe that added the search marker	The specific recipe that added the Search marker.

Source files that errored on a recipe

org.openrewrite.table.SourcesFileErrors

The details of all errors produced by a recipe run.

Column	Description
Source path	The file that failed to parse.
Recipe that made changes	The specific recipe that made a change.
Stack trace	The stack trace of the failure.

Recipe performance

org.openrewrite.table.RecipeRunStats

Statistics used in analyzing the performance of recipes.

Column	Description
The recipe	The recipe whose stats are being measured both individually and cumulatively.
Source file count	The number of source files the recipe ran over.
Source file changed count	The number of source files which were changed in the recipe run. Includes files created, deleted, and edited.
Cumulative scanning time (ns)	The total time spent across the scanning phase of this recipe.
Max scanning time (ns)	The max time scanning any one source file.
Cumulative edit time (ns)	The total time spent across the editing phase of this recipe.
Max edit time (ns)	The max time editing any one source file.