Verify edited code with relevant build commands, type checks, automated code checks, and targeted tests. Finds commands in project configuration, fixes reported problems, and repeats the same checks until they pass.
Verify code changes by running the project's typecheck, build, lint, and targeted tests, then fix and re-run until clean. Use after editing any source file.
Review the instructions the agent will receive before you install.
Editing a file is only half a step. Always close the loop by verifying before you mark work done or open a PR. This is the manual equivalent of an IDE/LSP diagnostics loop.
package.json scripts (build, lint, typecheck), tsconfig.json -> npx tsc --noEmit, npx eslint <changed files>.ruff check <path>, mypy <path>, pytest <specific test file>.mvn -q -pl <module> compile, then the single relevant test class via -Dtest=<ClassName>../gradlew :<module>:compileJava / :<module>:test --tests <ClassName>.NO_COLOR=1, --no-color, or --no-colors.completed once its verification command passes.No reviews yet. Tell others what you thought.
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Build Java applications with cooperating AI agents using AgentScope Java. Guides asynchronous processing, where waiting tasks do not block execution, plus language model connections, external tools, workflow coordination, error handling, and tests.
Apply related edits across several files using a unified diff, a file describing code changes. Check the patch with Git before applying it, and rebuild rejected patches using the current file contents.
Turn analysis results into charts suited to the question, such as trends, comparisons, or distributions. Save a chart image and the script that generated it, with a short explanation of the findings and relevant caveats.
Locate function and class definitions, usages, and relevant files with ripgrep, using text patterns and file filters. Search Git history to see when text appeared or disappeared and investigate who changed specific lines.
Calculate the count, sum, minimum, maximum, and average of supplied numbers or datasets, then present the results in a clear, structured format. Analysis results can also be saved to a file when requested.
Use a starter template to learn how an agent skill is organized and outline its intended use, required inputs, steps, and output format. Replace the placeholder body with your own working instructions before relying on it.