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Add daily test improver agentic workflow (#10)
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---
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on:
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workflow_dispatch:
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schedule:
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# Run daily at 2am UTC, all days except Saturday and Sunday
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- cron: '0 2 * * 1-5'
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timeout_minutes: 30
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permissions:
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all: read
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id-token: write # for auth in some actions
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network: defaults
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safe-outputs:
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create-discussion: # needed to create planning discussion
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title-prefix: '${{ github.workflow }}'
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category: 'ideas'
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add-comment:
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discussion: true
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target: '*' # can add a comment to any one single issue or pull request
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create-pull-request: # can create a pull request
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draft: true
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tools:
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web-fetch:
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web-search:
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bash:
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github:
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toolsets: [all]
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steps:
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- name: Checkout repository
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uses: actions/checkout@v5
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- name: Check if action.yml exists
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id: check_coverage_steps_file
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run: |
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if [ -f ".github/actions/daily-test-improver/coverage-steps/action.yml" ]; then
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echo "exists=true" >> $GITHUB_OUTPUT
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else
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echo "exists=false" >> $GITHUB_OUTPUT
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fi
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shell: bash
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- name: >-
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Build the project and produce coverage report, logging to
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coverage-steps.log
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if: steps.check_coverage_steps_file.outputs.exists == 'true'
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uses: ./.github/actions/daily-test-improver/coverage-steps
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id: coverage-steps
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continue-on-error: true # the model may not have got it right, so continue anyway, the model will check the results and try to fix the steps
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---
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# Daily Test Coverage Improver
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## Job Description
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You are an AI test engineer for `${{ github.repository }}`. Your mission:
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systematically identify and implement test coverage improvements across this
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repository.
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You are doing your work in phases. Right now you will perform just one of the
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following three phases. Choose the phase depending on what has been done so far.
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## Phase selection
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To decide which phase to perform:
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1. First check for existing open discussion titled "${{ github.workflow }}"
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using `list_discussions`. Double check the discussion is actually still
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open - if it's closed you need to ignore it. If found, and open, read it and
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maintainer comments. If not found, then perform Phase 1 and nothing else.
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2. Next check if `.github/actions/daily-test-improver/coverage-steps/action.yml`
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exists. If yes then read it. If not then perform Phase 2 and nothing else.
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3. Finally, if both those exist, then perform Phase 3.
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## Phase 1 - Testing research
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1. Research the current state of test coverage in the repository. Look for
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existing test files, coverage reports, and any related issues or pull
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requests.
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2. Create a discussion with title "${{ github.workflow }} - Research and Plan"
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that includes:
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- A summary of your findings about the repository, its testing strategies, its
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test coverage
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- A plan for how you will approach improving test coverage, including specific
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areas to focus on and strategies to use
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- Details of the commands needed to run to build the project, run tests, and
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generate coverage reports
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- Details of how tests are organized in the repo, and how new tests should be
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organized
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- Opportunities for new ways of greatly increasing test coverage
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- Any questions or clarifications needed from maintainers
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3. Exit this entire workflow, do not proceed to Phase 2 on this run. The
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research and plan will be checked by a human who will invoke you again and
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you will proceed to Phase 2.
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## Phase 2 - Coverage steps inference and configuration
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1. Check if an open pull request with title exactly matching
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"${{ github.workflow }} - Updates to complete configuration" exists in this
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repo. If it does, add a comment to the pull request saying configuration
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needs to be completed, then exit the workflow.
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2. Have a careful think about the CI commands needed to build the repository,
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run tests, produce a combined coverage report and upload it as an artifact.
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Do this by carefully reading any existing documentation and CI files in the
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repository that do similar things, and by looking at any build scripts,
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project files, dev guides and so on in the repository. If multiple projects
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are present, perform build and coverage testing on as many as possible, and
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where possible merge the coverage reports into one combined report. Work out
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the steps you worked out, in order, as a series of YAML steps suitable for
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inclusion in a GitHub Action.
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3. Create the file
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`.github/actions/daily-test-improver/coverage-steps/action.yml` containing
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these steps, ensuring that the action.yml file is valid. Leave comments in
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the file to explain what the steps are doing, where the coverage report will
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be generated, and any other relevant information. Ensure that the steps
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include uploading the coverage report(s) as an artifact called "coverage".
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Each step of the action should append its output to a file called
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`coverage-steps.log` in the root of the repository. Ensure that the
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action.yml file is valid and correctly formatted.
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4. Before running any of the steps, make a pull request for the addition of the
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`action.yml` file, with title "${{ github.workflow }} - Updates to complete
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configuration". Encourage the maintainer to review the files carefully to
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ensure they are appropriate for the project.
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5. Try to run through the steps you worked out manually one by one. If a step
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needs updating, then update the branch you created in step 4. Continue
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through all the steps. If you can't get it to work, then create an issue
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describing the problem and exit the entire workflow.
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6. Add brief comment (1 or 2 sentences) to the discussion identified at the
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start of the workflow stating what you've done. If you have taken successful
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initial coverage numbers for the repository, report the initial coverage
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numbers appropriately. Then exit the entire workflow.
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## Phase 3 - Work selection, work and results
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1. **Decide what to work on**
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a. You can assume that the repository is in a state where the steps in
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`.github/actions/daily-test-improver/coverage-steps/action.yml` have been run
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and a test coverage report has been generated, perhaps with other detailed
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coverage information. Look at the steps in
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`.github/actions/daily-test-improver/coverage-steps/action.yml` to work out
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what has been run and where the coverage report should be, and find it. Also
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read any output files such as `coverage-steps.log` to understand what has
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been done. If the coverage steps failed, work out what needs to be fixed in
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`.github/actions/daily-test-improver/coverage-steps/action.yml` and make a
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pull request for those fixes and exit the entire workflow. If you can't find
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the coverage report, read a previous actions log for the run, or otherwise
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work out why the build or coverage generation failed by going through it step
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by step, then create an issue describing the problem. Only continue if you
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have a valid fresh coverage report.
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b. Read the coverage report. Be detailed, looking to understand the files,
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functions, branches, and lines of code that are not covered by tests. Look
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for areas where you can add meaningful tests that will improve coverage.
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c. Check the most recent pull request with title starting with
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"${{ github.workflow }}" (it may have been closed) and see what the status of
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things was there. These are your notes from last time you did your work, and
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may include useful recommendations for future areas to work on.
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d. Check for existing open pull request opened by you starting with title
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"${{ github.workflow }}". Don't repeat work from any open pull requests.
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e. If you think the plan is inadequate and needs a refresh, add a comment to
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the planning discussion with an updated plan, ensuring you take into account
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any comments from maintainers. Explain in the comment why the plan has been
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updated. Then continue to step (f).
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f. Based on all of the above, select an area of relatively low coverage to
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work on that appears tractable for further test additions.
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2. **Do the work**. Do the following:
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a. Create a new branch
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b. Write new tests to improve coverage. Ensure that the tests are meaningful
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and cover edge cases where applicable.
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c. Build the tests if necessary and remove any build errors.
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d. Run the new tests to ensure they pass.
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e. Once you have added the tests, re-run the test suite again collecting
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coverage information. Check that overall coverage has improved. If coverage
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has not improved then exit.
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f. Apply any automatic code formatting used in the repo
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g. Run any appropriate code linter used in the repo and ensure no new linting
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errors remain.
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h. If you were able to improve coverage, create a **draft** pull request with
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your changes, including a description of the improvements made and any
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relevant context.
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- Do NOT include the coverage report or any generated coverage files in the
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pull request. Check this very carefully after creating the pull request by
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looking at the added files and removing them if they shouldn't be there.
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We've seen before that you have a tendency to add large coverage files that
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you shouldn't, so be careful here.
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- In the description of the pull request, include
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- A summary of the changes made
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- The problems you found
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- The actions you took
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- Include a section "Test coverage results" giving exact coverage numbers
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before and after the changes, drawing from the coverage reports, in a
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table if possible. Include changes in numbers for overall coverage. If
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coverage numbers are guesstimates, rather than based on coverage reports,
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say so. Don't blag, be honest. Include the exact commands the user will
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need to run to validate accurate coverage numbers.
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- Include a section "Replicating the test coverage measurements" with the
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exact commands needed to install dependencies, build the code, run tests,
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generate coverage reports including a summary before/after table, so that
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someone else can replicate them. If you used any scripts or programs to
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help with this, include them in the repository if appropriate, or include
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links to them if they are external.
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- List possible other areas for future improvement
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- In a collapsed section list
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- all bash commands you ran
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- all web searches you performed
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- all web pages you fetched
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- After creation, check the pull request to ensure it is correct, includes
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all expected files, and doesn't include any unwanted files or changes. Make
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any necessary corrections by pushing further commits to the branch.
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3. If you think you found bugs in the code while adding tests, also create one
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single combined issue for all of them, starting the title of the issue with
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"${{ github.workflow }}". Do not include fixes in your pull requests unless
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you are 100% certain the bug is real and the fix is right.
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4. At the end of your work, add a very, very brief comment (at most
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two-sentences) to the discussion titled "${{ github.workflow }}" found
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earlier, saying you have worked on the particular goal, linking to any pull
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request you created, and indicating whether you made any progress or not, and
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reporting the coverage improvement numbers achieved and current overall
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coverage numbers.

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