Retry Flaky Tests
DevOps & Securityretry_flaky_testsRetry Flaky Tests is an Agent Skill for devops & security published in the opensearch-project/OpenSearch-Dashboards repository on GitHub: a SKILL.md instruction file an AI agent can load to do this task.
Automatically retry failed required CI checks on GitHub PRs, with smart waiting and filtering logic
How to use this skill
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Inspect the Agent Skill at https://github.com/opensearch-project/OpenSearch-Dashboards/blob/HEAD/.claude/skills/retry_flaky_tests/SKILL.md and all supporting files. Report provenance, permissions, scripts, dependencies, and security risks. Propose an exact installation into .agents/skills/retry-flaky-tests, but wait for my approval before writing files or running scripts.
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Retry Flaky Tests Skill
Automatically handles flaky CI tests by intelligently retrying only failed required checks on GitHub PRs. Saves time by avoiding manual monitoring and selective retrying.
Usage
/retry-flaky-tests [--pr_number 123] [--wait_for_completion true] [--max_retries 3] [--poll_interval 30]
Key Features
- Smart Filtering: Only retries required checks (ignores optional ones)
- Wait Logic: Can wait for in-progress runs to complete before retrying
- Batch Processing: Handles multiple failed checks in one command
- Status Awareness: Distinguishes between failed, in-progress, cancelled states
- Retry Limiting: Prevents infinite retry loops with max attempts
- Real-time Feedback: Shows progress and results throughout process
Process
Step 1: Identify Target PR
If --pr_number provided:
gh pr view {pr_number} --json number,headRefName,baseRefName
If not provided, detect from current branch:
# Get current branch
current_branch=$(git branch --show-current)
# Find PR for this branch
gh pr list --head "$current_branch" --json number,title,headRefName
Validation:
- Ensure PR exists and is open
- Confirm we have appropriate permissions
- Extract PR number, head branch, base branch for later use
Step 2: Get Current Check Status
# Get all check runs for the PR
gh pr checks {pr_number} --json name,status,conclusion,detailsUrl
# Get workflow runs with more detail
gh run list --pr {pr_number} --json databaseId,name,status,conclusion,workflowName
Parse results to categorize checks:
- ✅ Passed:
status: "completed",conclusion: "success" - ❌ Failed:
status: "completed",conclusion: "failure" - ⏸️ In Progress:
status: "in_progress"orstatus: "queued" - ⏭️ Skipped/Cancelled:
conclusion: "skipped"orconclusion: "cancelled"
Step 3: Identify Required vs Optional Checks
Get branch protection rules:
# Get protection rules for base branch (usually main/master)
gh api repos/{owner}/{repo}/branches/{base_branch}/protection \
--jq '.required_status_checks.contexts[]'
Cross-reference with current checks:
- Match check names from Step 2 with required contexts from protection rules
- Build list of required checks that failed
- Exclude optional checks from retry logic
Fallback if no protection rules:
# If branch protection API fails, use heuristics:
# - Checks with "required" in description
# - Common required check patterns: "build", "test", "lint", "security"
# - Exclude obvious optional ones: "codecov", "sonar", "deploy-preview"
Step 4: Wait Logic (if enabled)
If --wait_for_completion true:
while [[ $in_progress_count -gt 0 ]]; do
echo "⏳ Waiting for $in_progress_count checks to complete..."
sleep {poll_interval}
# Re-check status
gh pr checks {pr_number} --json name,status,conclusion
# Update in_progress_count
done
echo "✅ All checks completed. Proceeding with retry logic..."
Progress indicators:
- Show which checks are still running
- Display estimated time remaining (if available from API)
- Allow user to interrupt waiting with Ctrl+C
Step 5: Smart Retry Logic
For each failed required check:
# Get the specific workflow run ID
run_id=$(gh run list --pr {pr_number} --workflow "{workflow_name}" \
--json databaseId --jq '.[0].databaseId')
# Retry only the failed jobs (not successful ones)
gh run rerun $run_id --failed
echo "🔄 Retried {workflow_name} (run #$run_id)"
Retry strategy:
- Only retry checks that both:
- Are required for merge
- Have
conclusion: "failure"(not cancelled/skipped)
- Track retry attempts to respect
--max_retries - Wait between retries to avoid rate limiting
Step 6: Post-Retry Monitoring
After triggering retries:
echo "🚀 Triggered retries for $retry_count required checks:"
for check in "${retried_checks[@]}"; do
echo " - $check"
done
echo ""
echo "📊 Current status summary:"
echo " ✅ Passed: $passed_count"
echo " 🔄 Retrying: $retry_count"
echo " ⏸️ In Progress: $in_progress_count"
echo " ❌ Still Failed: $still_failed_count"
This skill transforms flaky CI from a time-sink into an automated background task! 🚀