RepoAtlasCandidate Brief Generator
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A Candidate Brief for Spring Petclinic, pinned to one commit.

RepoAtlas analyzed the public Spring Petclinic repository without running its code. Every file claim below opens the exact revision that produced this brief.

Analyze your repository

Exact analyzer output

All eight Candidate Brief sections.

The evidence section keeps the analyzer's limits visible and links each file signal to commit 88e37c1.

Repo Summary

Use this to open with what the project is and how confident the signals are.

spring-projects/spring-petclinic appears to be a Spring Boot application

Spring PetClinic Sample Application [![Build Status](https://github.com/spring-projects/spring-petclinic/actions/workflows/maven-build.yml/badge.svg)](https://github.com/spring-projects/spring-petclinic/actions/workflows/maven-build.yml)[![Build Status](https://github.com/spring-projects/spring-petclinic/actions/workflows/gradle-build.yml/badge.svg)](https://github.com/spring-projects/spring-petclinic/actions/workflows/gradle-build.yml) (extracted from README.md). RepoAtlas also found 12 reading candidates, 30 risk-ranked files, and 13 run commands.

high confidence
Why confidence is high
  • README or key docs detected
  • 13 run command(s) extracted
  • Architecture graph has dependency edges
  • 19 test file(s) detected
  • Purpose extracted from readme_heading

Start here

Walkthrough Script

Start with the version that fits the time you have, then use the evidence-backed sections below for follow-up questions.

30-second

Use this for a quick introduction or a direct “what does this repository do?” prompt.

Spring Boot application: Spring PetClinic Sample Application… Start at src/main/java/org/springframework/samples/petclinic/PetClinicApplication.java, validate with mvn test.

2-minute

Use this when you have time to explain the reading path, architecture, and risk signals.

Spring Boot application: Spring PetClinic Sample Application… Start at src/main/java/org/springframework/samples/petclinic/PetClinicApplication.java, validate with mvn test. Review `src/main/java/org/springframework/samples/petclinic/PetClinicApplication.java`, `README.md`, `src/main/java/org/springframework/samples/petclinic/owner/OwnerController.java`, then discuss architecture (6 nodes) and top risk file src/main/java/org/springframework/samples/petclinic/owner/Owner.java.

Reading Path

Use this to decide what to review first before an interview.

  1. 1src/main/java/org/springframework/samples/petclinic/PetClinicApplication.java

    imported by 3 classes; detected entrypoint

  2. 2README.md

    root README documentation

  3. 3src/main/java/org/springframework/samples/petclinic/owner/OwnerController.java

    imported by 1 classes; detected entrypoint

  4. 4src/main/java/org/springframework/samples/petclinic/owner/PetController.java

    imported by 1 classes; detected entrypoint

  5. 5src/main/java/org/springframework/samples/petclinic/owner/VisitController.java

    imported by 1 classes; detected entrypoint

  6. 6src/main/java/org/springframework/samples/petclinic/system/CrashController.java

    imported by 1 classes; detected entrypoint

System Flow

Connect the likely entry point, boundaries, and result without adding runtime claims.

Spring Boot application: Spring PetClinic Sample Application… Start at src/main/java/org/springframework/samples/petclinic/PetClinicApplication.java, validate with mvn test. Review `src/main/java/org/springframework/samples/petclinic/PetClinicApplication.java`, `README.md`, `src/main/java/org/springframework/samples/petclinic/owner/OwnerController.java`, then discuss architecture (6 nodes) and top risk file src/main/java/org/springframework/samples/petclinic/owner/Owner.java. Key surfaces include BaseEntity, NamedEntity, Person, Owner, Pet.

Interview Talking Points

Ready-made answers tied to evidence in this repo.

Walk me through this codebase

high confidence

Walk through the repository from the ranked reading path, then connect that path to run commands, docs, and the architecture graph. Keep the explanation tied to detected files and commands.

  • Start with `src/main/java/org/springframework/samples/petclinic/PetClinicApplication.java`, `README.md`, `src/main/java/org/springframework/samples/petclinic/owner/OwnerController.java` because those files were ranked by deterministic reading signals.
  • Use `mvn test`, `mvn package` to understand the available run workflow.
  • Reference `LICENSE.txt`, `README.md` for onboarding or contribution context.
  • Describe the architecture as 6 graph nodes and 14 graph edges from supported import/dependency analysis.

What are the riskiest areas?

high confidence

The riskiest areas are the top danger-zone files because they combine measurable signals such as size, fan-in, fan-out, complexity, and test proximity.

  • src/main/java/org/springframework/samples/petclinic/owner/Owner.java: risk 85; size p92 (bytes=4533), fan-in p95 (9), fan-out p85 (3), complexity p95 (40), test proximity 0, no nearby tests
  • src/main/java/org/springframework/samples/petclinic/owner/PetController.java: risk 76; size p98 (bytes=6584), fan-in p37 (1), fan-out p98 (6), complexity p98 (69), test proximity 100, recent churn p95
  • src/main/java/org/springframework/samples/petclinic/owner/Pet.java: risk 74; size p75 (bytes=2186), fan-in p95 (9), fan-out p85 (3), complexity p60 (5), test proximity 0, no nearby tests

What tradeoffs does this repository contain?

low confidence

This repository does not provide enough direct evidence for a defensible tradeoff answer.

  • Each named technical choice must resolve to a manifest or configuration file.
  • The brief does not infer maintainer intent, rejected alternatives, or production behavior.

What would you improve first?

medium confidence

Improve the repository through small, evidence-backed changes: clarify how to run it, tighten contribution guidance, or add coverage around risk-ranked files.

  • Verify and document the detected run commands: The report found run commands; a realistic first PR is to confirm they work and improve nearby setup notes if the current docs are thin.
  • Add or expand contributor guidance: No CONTRIBUTING guide was detected. A focused first PR can clarify setup, test commands, and how contributors should validate changes.
  • Add tests near src/main/java/org/springframework/samples/petclinic/owner/Owner.java: This file is risk-ranked and has test proximity 0 (a static signal, not measured coverage), making it a concrete candidate for a small test-focused contribution.

Extra preparation

How would you contribute in your first week?

high confidence

In the first week, use the reading path to build context, validate the run workflow, inspect the highest-risk files, and propose one small documentation, test, or validation PR.

  • Day 1: read `src/main/java/org/springframework/samples/petclinic/PetClinicApplication.java` and the next ranked files.
  • Validate the detected command path: `mvn test`, `mvn package`.
  • Review the top risk-ranked file: `src/main/java/org/springframework/samples/petclinic/owner/Owner.java`.
  • Open with a scoped PR idea: Verify and document the detected run commands.

Behavioral Hooks

STAR-style prompts grounded in repo evidence only.

  • Challenge (STAR template)

    Discuss how complexity in `src/main/java/org/springframework/samples/petclinic/owner/Owner.java` is managed while tests exist nearby.

  • Tradeoff (STAR template)

    Not enough evidence. Use a different example or skip this prompt.

  • Learning takeaway (STAR template)

    Note where static analysis had limited coverage: Architecture reduced from file-level (49 files) to package-level (6 packages).

  • Validation approach (STAR template)

    Describe validating changes with `mvn test` and cross-checking nearby docs.

Interview Questions

Practice questions an interviewer might ask from detected signals.

  • What makes `src/main/java/org/springframework/samples/petclinic/owner/Owner.java` a danger zone in this codebase?

    Top risk-ranked file with measurable breakdown.

  • What tests would you add near `src/main/java/org/springframework/samples/petclinic/owner/Owner.java`?

    High-risk file with low test proximity (a static signal, not measured coverage).

  • What are the limits of static analysis for this repository?

    Warnings and missing git history bound confidence.

First PR Plan

Use this to explain how you would contribute after joining a team.

Verify and document the detected run commands

low risk

The report found run commands; a realistic first PR is to confirm they work and improve nearby setup notes if the current docs are thin.

Suggested files

LICENSE.txtREADME.md

Add or expand contributor guidance

low risk

No CONTRIBUTING guide was detected. A focused first PR can clarify setup, test commands, and how contributors should validate changes.

Suggested files

LICENSE.txtREADME.md

Add tests near src/main/java/org/springframework/samples/petclinic/owner/Owner.java

medium risk

This file is risk-ranked and has test proximity 0 (a static signal, not measured coverage), making it a concrete candidate for a small test-focused contribution.

Suggested files

src/main/java/org/springframework/samples/petclinic/owner/Owner.java
Extra preparationResume and profile bullets

resume

Analyzed spring-projects/spring-petclinic with RepoAtlas-style static signals, mapping 12 reading candidates, 30 risk-ranked files, 13 run commands, and 6 architecture nodes into an interview-ready technical brief.

linkedin

Analyzed spring-projects/spring-petclinic with RepoAtlas-style static signals, mapping 12 reading candidates, 30 risk-ranked files, 13 run commands, and 6 architecture nodes into an interview-ready technical brief.

Confidence Notes

  • Architecture reduced from file-level (49 files) to package-level (6 packages).

Evidence

Every claim above links back to these detected signals.

architecture

arch-1

Architecture graph summary

6 nodes and 14 edges detected from supported import/dependency analysis.

Used by: Repo Summary, Walk me through, Walkthrough Script, Resume: resume, Resume: linkedin

start_here

start-1

Reading candidate: src/main/java/org/springframework/samples/petclinic/PetClinicApplication.java

src/main/java/org/springframework/samples/petclinic/PetClinicApplication.java

Priority 100: imported by 3 classes; detected entrypoint

Used by: Repo Summary, Reading Path: src/main/java/org/springframework/samples/petclinic/PetClinicApplication.java, Walk me through, First week, Walkthrough Script, Resume: resume, Resume: linkedin

start-2

Reading candidate: README.md

README.md

Priority 89: root README documentation

Used by: Reading Path: README.md, Walk me through, First week, Walkthrough Script, Resume: resume, Resume: linkedin

start-3

Reading candidate: src/main/java/org/springframework/samples/petclinic/owner/OwnerController.java

src/main/java/org/springframework/samples/petclinic/owner/OwnerController.java

Priority 84: imported by 1 classes; detected entrypoint

Used by: Reading Path: src/main/java/org/springframework/samples/petclinic/owner/OwnerController.java, Walk me through

start-4

Reading candidate: src/main/java/org/springframework/samples/petclinic/owner/PetController.java

src/main/java/org/springframework/samples/petclinic/owner/PetController.java

Priority 84: imported by 1 classes; detected entrypoint

Used by: Reading Path: src/main/java/org/springframework/samples/petclinic/owner/PetController.java

start-5

Reading candidate: src/main/java/org/springframework/samples/petclinic/owner/VisitController.java

src/main/java/org/springframework/samples/petclinic/owner/VisitController.java

Priority 84: imported by 1 classes; detected entrypoint

Used by: Reading Path: src/main/java/org/springframework/samples/petclinic/owner/VisitController.java

start-6

Reading candidate: src/main/java/org/springframework/samples/petclinic/system/CrashController.java

src/main/java/org/springframework/samples/petclinic/system/CrashController.java

Priority 84: imported by 1 classes; detected entrypoint

Used by: Reading Path: src/main/java/org/springframework/samples/petclinic/system/CrashController.java

start-7

Reading candidate: src/main/java/org/springframework/samples/petclinic/system/WelcomeController.java

src/main/java/org/springframework/samples/petclinic/system/WelcomeController.java

Priority 84: imported by 1 classes; detected entrypoint

start-8

Reading candidate: src/main/java/org/springframework/samples/petclinic/vet/VetController.java

src/main/java/org/springframework/samples/petclinic/vet/VetController.java

Priority 84: imported by 1 classes; detected entrypoint

start-9

Reading candidate: build.gradle

build.gradle

Priority 62: Gradle build definition

start-10

Reading candidate: pom.xml

pom.xml

Priority 62: Maven build definition

start-11

Reading candidate: settings.gradle

settings.gradle

Priority 22: Gradle settings

start-12

Reading candidate: src/main/java/org/springframework/samples/petclinic/owner/Owner.java

src/main/java/org/springframework/samples/petclinic/owner/Owner.java

Priority 0: imported by 9 classes; directly imported by an entrypoint

danger_zone

risk-1

Risk candidate: src/main/java/org/springframework/samples/petclinic/owner/Owner.java

src/main/java/org/springframework/samples/petclinic/owner/Owner.java

Risk 85: size p92 (bytes=4533), fan-in p95 (9), fan-out p85 (3), complexity p95 (40), test proximity 0, no nearby tests

Used by: Repo Summary, Riskiest areas, Improve first, First week, Behavioral Hook: Challenge (STAR template), First PR: Add tests near src/main/java/org/springframework/samples/petclinic/owner/Owner.java, Resume: resume, Resume: linkedin

risk-2

Risk candidate: src/main/java/org/springframework/samples/petclinic/owner/PetController.java

src/main/java/org/springframework/samples/petclinic/owner/PetController.java

Risk 76: size p98 (bytes=6584), fan-in p37 (1), fan-out p98 (6), complexity p98 (69), test proximity 100, recent churn p95

Used by: Riskiest areas, Resume: resume, Resume: linkedin

risk-3

Risk candidate: src/main/java/org/springframework/samples/petclinic/owner/Pet.java

src/main/java/org/springframework/samples/petclinic/owner/Pet.java

Risk 74: size p75 (bytes=2186), fan-in p95 (9), fan-out p85 (3), complexity p60 (5), test proximity 0, no nearby tests

Used by: Riskiest areas

risk-4

Risk candidate: src/main/java/org/springframework/samples/petclinic/vet/Vet.java

src/main/java/org/springframework/samples/petclinic/vet/Vet.java

Risk 72: size p78 (bytes=2190), fan-in p85 (7), fan-out p85 (3), complexity p78 (10), test proximity 100

risk-5

Risk candidate: src/main/java/org/springframework/samples/petclinic/owner/OwnerController.java

src/main/java/org/springframework/samples/petclinic/owner/OwnerController.java

Risk 70: size p95 (bytes=6264), fan-in p37 (1), fan-out p73 (2), complexity p92 (30), test proximity 100, recent churn p98

risk-6

Risk candidate: src/main/java/org/springframework/samples/petclinic/owner/VisitController.java

src/main/java/org/springframework/samples/petclinic/owner/VisitController.java

Risk 67: size p88 (bytes=3789), fan-in p37 (1), fan-out p95 (4), complexity p88 (20), test proximity 100

risk-7

Risk candidate: src/main/java/org/springframework/samples/petclinic/owner/PetTypeFormatter.java

src/main/java/org/springframework/samples/petclinic/owner/PetTypeFormatter.java

Risk 61: size p65 (bytes=1987), fan-in p55 (2), fan-out p73 (2), complexity p82 (18), test proximity 100

risk-8

Risk candidate: src/main/java/org/springframework/samples/petclinic/owner/OwnerRepository.java

src/main/java/org/springframework/samples/petclinic/owner/OwnerRepository.java

Risk 60: size p82 (bytes=2298), fan-in p88 (8), fan-out p52 (1), complexity p25 (2), test proximity 0, no nearby tests

risk-9

Risk candidate: src/main/java/org/springframework/samples/petclinic/model/NamedEntity.java

src/main/java/org/springframework/samples/petclinic/model/NamedEntity.java

Risk 59: size p45 (bytes=1367), fan-in p67 (4), fan-out p52 (1), complexity p72 (8), test proximity 0, no nearby tests

risk-10

Risk candidate: src/main/java/org/springframework/samples/petclinic/owner/Visit.java

src/main/java/org/springframework/samples/petclinic/owner/Visit.java

Risk 59: size p52 (bytes=1698), fan-in p75 (5), fan-out p52 (1), complexity p60 (5), test proximity 0, no nearby tests

risk-11

Risk candidate: src/main/java/org/springframework/samples/petclinic/vet/VetController.java

src/main/java/org/springframework/samples/petclinic/vet/VetController.java

Risk 58: size p85 (bytes=2470), fan-in p37 (1), fan-out p85 (3), complexity p60 (5), test proximity 100

risk-12

Risk candidate: src/main/java/org/springframework/samples/petclinic/model/Person.java

src/main/java/org/springframework/samples/petclinic/model/Person.java

Risk 57: size p48 (bytes=1431), fan-in p67 (4), fan-out p52 (1), complexity p60 (5), test proximity 0, no nearby tests

risk-13

Risk candidate: src/main/java/org/springframework/samples/petclinic/owner/PetValidator.java

src/main/java/org/springframework/samples/petclinic/owner/PetValidator.java

Risk 57: size p58 (bytes=1807), fan-in p55 (2), fan-out p52 (1), complexity p85 (19), test proximity 100

risk-14

Risk candidate: src/main/java/org/springframework/samples/petclinic/vet/VetRepository.java

src/main/java/org/springframework/samples/petclinic/vet/VetRepository.java

Risk 56: size p68 (bytes=1994), fan-in p82 (6), fan-out p52 (1), complexity p25 (2), test proximity 0, no nearby tests

risk-15

Risk candidate: src/main/java/org/springframework/samples/petclinic/PetClinicRuntimeHints.java

src/main/java/org/springframework/samples/petclinic/PetClinicRuntimeHints.java

Risk 54: size p55 (bytes=1715), fan-in p37 (1), fan-out p85 (3), complexity p42 (4), test proximity 0, no nearby tests

risk-16

Risk candidate: src/main/java/org/springframework/samples/petclinic/vet/Vets.java

src/main/java/org/springframework/samples/petclinic/vet/Vets.java

Risk 52: size p38 (bytes=1215), fan-in p37 (1), fan-out p52 (1), complexity p75 (9), test proximity 0, no nearby tests

risk-17

Risk candidate: src/main/java/org/springframework/samples/petclinic/model/BaseEntity.java

src/main/java/org/springframework/samples/petclinic/model/BaseEntity.java

Risk 51: size p42 (bytes=1344), fan-in p75 (5), fan-out p17 (0), complexity p60 (5), test proximity 0, no nearby tests

risk-18

Risk candidate: src/main/java/org/springframework/samples/petclinic/owner/PetType.java

src/main/java/org/springframework/samples/petclinic/owner/PetType.java

Risk 51: size p22 (bytes=951), fan-in p95 (9), fan-out p52 (1), complexity p25 (2), test proximity 0, no nearby tests

risk-19

Risk candidate: src/main/java/org/springframework/samples/petclinic/owner/PetTypeRepository.java

src/main/java/org/springframework/samples/petclinic/owner/PetTypeRepository.java

Risk 49: size p35 (bytes=1208), fan-in p75 (5), fan-out p52 (1), complexity p25 (2), test proximity 0, no nearby tests

risk-20

Risk candidate: src/main/java/org/springframework/samples/petclinic/PetClinicApplication.java

src/main/java/org/springframework/samples/petclinic/PetClinicApplication.java

Risk 48: size p28 (bytes=1144), fan-in p62 (3), fan-out p52 (1), complexity p42 (4), test proximity 0, no nearby tests

risk-21

Risk candidate: src/main/java/org/springframework/samples/petclinic/vet/Specialty.java

src/main/java/org/springframework/samples/petclinic/vet/Specialty.java

Risk 43: size p25 (bytes=998), fan-in p55 (2), fan-out p52 (1), complexity p25 (2), test proximity 0, no nearby tests

risk-22

Risk candidate: src/main/java/org/springframework/samples/petclinic/system/WebConfiguration.java

src/main/java/org/springframework/samples/petclinic/system/WebConfiguration.java

Risk 41: size p62 (bytes=1947), fan-in p12 (0), fan-out p17 (0), complexity p60 (5), test proximity 0, no nearby tests

risk-23

Risk candidate: src/main/java/org/springframework/samples/petclinic/system/CacheConfiguration.java

src/main/java/org/springframework/samples/petclinic/system/CacheConfiguration.java

Risk 39: size p72 (bytes=2014), fan-in p12 (0), fan-out p17 (0), complexity p42 (4), test proximity 0, no nearby tests

risk-24

Risk candidate: src/main/java/org/springframework/samples/petclinic/system/CrashController.java

src/main/java/org/springframework/samples/petclinic/system/CrashController.java

Risk 32: size p32 (bytes=1204), fan-in p37 (1), fan-out p17 (0), complexity p42 (4), test proximity 100

risk-25

Risk candidate: src/main/java/org/springframework/samples/petclinic/system/WelcomeController.java

src/main/java/org/springframework/samples/petclinic/system/WelcomeController.java

Risk 30: size p18 (bytes=898), fan-in p37 (1), fan-out p17 (0), complexity p42 (4), test proximity 100

risk-26

Risk candidate: src/main/java/org/springframework/samples/petclinic/model/package-info.java

src/main/java/org/springframework/samples/petclinic/model/package-info.java

Risk 21: size p15 (bytes=755), fan-in p12 (0), fan-out p17 (0), complexity p8 (0), test proximity 0, no nearby tests

risk-27

Risk candidate: src/main/java/org/springframework/samples/petclinic/system/package-info.java

src/main/java/org/springframework/samples/petclinic/system/package-info.java

Risk 21: size p12 (bytes=676), fan-in p12 (0), fan-out p17 (0), complexity p8 (0), test proximity 0, no nearby tests

risk-28

Risk candidate: src/main/java/org/springframework/samples/petclinic/owner/package-info.java

src/main/java/org/springframework/samples/petclinic/owner/package-info.java

Risk 20: size p8 (bytes=675), fan-in p12 (0), fan-out p17 (0), complexity p8 (0), test proximity 0, no nearby tests

risk-29

Risk candidate: src/main/java/org/springframework/samples/petclinic/package-info.java

src/main/java/org/springframework/samples/petclinic/package-info.java

Risk 19: size p2 (bytes=669), fan-in p12 (0), fan-out p17 (0), complexity p8 (0), test proximity 0, no nearby tests

risk-30

Risk candidate: src/main/java/org/springframework/samples/petclinic/vet/package-info.java

src/main/java/org/springframework/samples/petclinic/vet/package-info.java

Risk 19: size p5 (bytes=673), fan-in p12 (0), fan-out p17 (0), complexity p8 (0), test proximity 0, no nearby tests

command

cmd-1

Run command: mvn test

Source: pom.xml; test

Used by: Repo Summary, Walk me through, Improve first, First week, First week, Walkthrough Script, Behavioral Hook: Validation approach (STAR template), First PR: Verify and document the detected run commands, First PR: Add or expand contributor guidance, Resume: resume, Resume: linkedin

cmd-2

Run command: mvn package

Source: pom.xml; package

Used by: Walk me through, Improve first, First week, First week, First PR: Verify and document the detected run commands, First PR: Add or expand contributor guidance

cmd-3

Run command: ./gradlew test

Source: build.gradle; test

Used by: Improve first, First week, First PR: Verify and document the detected run commands

cmd-4

Run command: ./gradlew build

Source: build.gradle; build

cmd-5

Run command: docker compose up

Source: docker-compose; up

cmd-6

Run command: docker compose up --build

Source: docker-compose; build and up

cmd-7

Run command: ./gradlew bootRun

Source: README; from readme

cmd-8

Run command: docker images | grep petclinic

Source: README; from readme

cmd-9

Run command: docker run -p 8080:8080 docker.io/library/spring-petclinic:latest

Source: README; from readme

cmd-10

Run command: docker run -e MYSQL_USER=petclinic -e MYSQL_PASSWORD=petclinic -e MYSQL_ROOT_PASSWORD=root -e MYSQL_DATABASE=petclinic -p 3306:3306 mysql:9.7

Source: README; from readme

cmd-11

Run command: docker run -e POSTGRES_USER=petclinic -e POSTGRES_PASSWORD=petclinic -e POSTGRES_DB=petclinic -p 5432:5432 postgres:18.4

Source: README; from readme

cmd-12

Run command: docker compose up mysql

Source: README; from readme

cmd-13

Run command: docker compose up postgres

Source: README; from readme

doc

doc-1

Project document: LICENSE.txt

LICENSE.txt:1
Apache License
                           Version 2.0, January 2004
                        https://www.apache.org/licenses/

Used by: Repo Summary, Walk me through, Improve first, First week, First PR: Verify and document the detected run commands, First PR: Add or expand contributor guidance

doc-2

Project document: README.md

README.md:1
# Spring PetClinic Sample Application [![Build Status](https://github.com/spring-projects/spring-petclinic/actions/workflows/maven-build.yml/badge.svg)](https://github.com/spring-projects/spring-petclinic/actions/workflows/maven-build.yml)[![Build Status](https://github.com/spring-projects/spring-pe…

Used by: Walk me through, Improve first, First week, First PR: Verify and document the detected run commands, First PR: Add or expand contributor guidance

ci

ci-1

CI config: .github/workflows/deploy-and-test-cluster.yml

.github/workflows/deploy-and-test-cluster.yml
ci-2

CI config: .github/workflows/gradle-build.yml

.github/workflows/gradle-build.yml
ci-3

CI config: .github/workflows/maven-build.yml

.github/workflows/maven-build.yml

warning

warn-1

Analysis warning 1

Architecture reduced from file-level (49 files) to package-level (6 packages).

Used by: First week, Behavioral Hook: Learning takeaway (STAR template)

RepoAtlas does not execute uploaded code. Claims are limited to detected static signals.