Official agent skill

CI Test Failures

by microsoft in microsoft/aspire

Guide for diagnosing GitHub Actions test failures, extracting failed tests from runs, and creating or updating failing-test issues.

OfficialMITAuto-check passedTesting & QA

Install CI Test Failures

skills CLI
$ npx skills add microsoft/aspire --skill ci-test-failures -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install microsoft/aspire ci-test-failures --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/microsoft/aspire.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/ci-test-failures .claude/skills/ci-test-failures && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
ci-test-failures
GitHub stars
6.3k
Token cost
~4.7k tokens
SKILL.md length
1,243 words
Files
1
Skills in repo
22
Repo updated
First seen
Licence
MIT

At a glance

Guide for diagnosing GitHub Actions test failures, extracting failed tests from runs, and creating or updating failing-test issues.

  • Works in 5 steps: List failed tests (if user didn't… → Create the issue → Find the Run ID → …
  • Tasks that involve Failing and flaky tests
  • SKILL.md covers Recipe: Create an Issue for a…, Recipe: Investigate a Failing…, Reference Documentation and Quick Start, plus 7 more sections
  • Calls dotnet, gh and jq; reaches github.com

What it does

CI Test Failures is an agent skill from microsoft/aspire, published by the product's own GitHub organization. Guide for diagnosing GitHub Actions test failures, extracting failed tests from runs, and creating or updating failing-test issues. Use this when asked to investigate GitHub Actions test failures, download failure logs, create failing-test issues, or debug CI issues.

Its SKILL.md is about 4.7k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Testing & QA, covering Failing and flaky tests. It works with GitHub Actions. The repository describes itself as: Aspire is the tool for code-first, extensible, observable dev and deploy. The licence is MIT.

When your agent uses it

  • Tasks that involve Failing and flaky tests

Example prompts

  • “/ci-test-failures”

Workflow steps

5 steps, taken from the step headings in SKILL.md.

  1. List failed tests (if user didn't specify one)
  2. Create the issue
  3. Find the Run ID
  4. Run the Tool
  5. Analyze Output

What it can do on your machine

Read from SKILL.md and the folder at commit a3f44d2. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • dotnet
    • gh
    • jq

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • github.com

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

CI Test Failures loads about 4.7k tokens when it runs. Until then it costs about 71 tokens; SKILL.md has 1,243 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~71
When it runs · the whole SKILL.md, loaded when a task matches
~4.7k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from microsoft/aspire at commit a3f44d2, republished under its MIT licence (© microsoft). 1,243 words, ~4,705 tokens.

Download SKILL.mdSave it as .claude/skills/ci-test-failures/SKILL.md (or your agent's skills folder).
name
ci-test-failures
description
Guide for diagnosing GitHub Actions test failures, extracting failed tests from runs, and creating or updating failing-test issues. Use this when asked to investigate GitHub Actions test failures, download failure logs, create failing-test issues, or debug CI issues.

CI Test Failure Diagnosis and Issue Filing

Recipe: Create an Issue for a Test Failure

When the user asks to create an issue for a failing test, follow these steps. Always redirect full output to a log file (not tail) so you can inspect it if the command fails.

Step 1: List failed tests (if user didn't specify one)

Omit --test to discover all failures. Redirect output to a log file:

bash
dotnet run --project tools/CreateFailingTestIssue -- \
  --url "<the-url-the-user-gave>" \
  --output /tmp/cfti-result.json \
  > /tmp/cfti-list.log 2>&1
powershell
dotnet run --project tools/CreateFailingTestIssue -- `
  --url "<the-url-the-user-gave>" `
  --output $env:TEMP/cfti-result.json `
  > $env:TEMP/cfti-list.log 2>&1

Then read the result with jq:

bash
jq '{ success, availableFailedTests: .diagnostics.availableFailedTests, errorMessage: .errorMessage }' /tmp/cfti-result.json
powershell
Get-Content $env:TEMP/cfti-result.json | ConvertFrom-Json | Select-Object success, errorMessage, @{N='availableFailedTests';E={$_.diagnostics.availableFailedTests}}

If success is false, inspect the full log: cat /tmp/cfti-list.log (bash) or Get-Content $env:TEMP/cfti-list.log (PowerShell).

Ask the user which test to file for, then proceed to Step 2.

Step 2: Create the issue
bash
dotnet run --project tools/CreateFailingTestIssue -- \
  --url "<the-url-the-user-gave>" \
  --test "<test-name>" \
  --create \
  --output /tmp/cfti-result.json \
  > /tmp/cfti-create.log 2>&1
powershell
dotnet run --project tools/CreateFailingTestIssue -- `
  --url "<the-url-the-user-gave>" `
  --test "<test-name>" `
  --create `
  --output $env:TEMP/cfti-result.json `
  > $env:TEMP/cfti-create.log 2>&1

Then read the result:

bash
jq '{ success, issue: .issue.createdIssue, errorMessage: .errorMessage }' /tmp/cfti-result.json
powershell
Get-Content $env:TEMP/cfti-result.json | ConvertFrom-Json | Select-Object success, errorMessage, @{N='issue';E={$_.issue.createdIssue}}

If success is false, inspect the full log: cat /tmp/cfti-create.log (bash) or Get-Content $env:TEMP/cfti-create.log (PowerShell).

That's it — do not add analysis comments, do not use --dry-run unless the user explicitly asks for a preview.

Rules:

  • Always use --output <file> to keep JSON clean. Do NOT try to parse JSON from stdout — it is interleaved with dotnet build progress output.
  • Use jq to extract fields from the output file. Key paths:
    • .success — whether the operation succeeded
    • .issue.createdIssue.number and .issue.createdIssue.url — the created/updated issue
    • .diagnostics.availableFailedTests[] — test names when --test is omitted
    • .errorMessage — error details when .success is false
  • Do NOT create issues manually with gh issue create. The tool handles everything: resolving the run, finding the test, generating a template-compliant body, and creating the issue.
  • Do NOT invent your own issue markdown. The tool generates content that matches .github/ISSUE_TEMPLATE/50_failing_test.yml.
  • If the tool fails, report the error from diagnostics.log and the JSON output. Do not fall back to manual issue creation.

Recipe: Investigate a Failing Run (No Issue Creation)

To download and inspect failure artifacts without creating an issue:

bash
cd tools/scripts
dotnet run DownloadFailingJobLogs.cs -- <run-id>
powershell
Set-Location tools/scripts
dotnet run DownloadFailingJobLogs.cs -- <run-id>

Then search the downloaded logs and .trx files for errors.


Reference Documentation

Everything below is reference material for edge cases and deeper investigation.

Overview

Use this skill in two phases:

  1. Investigate the run with DownloadFailingJobLogs.cs to fetch failed job logs and artifacts.
  2. Create or update a failing-test issue with tools/CreateFailingTestIssue --create.
Tools covered
ToolPurposeLocation
DownloadFailingJobLogs.csDownload failed job logs and test artifacts from a GitHub Actions runtools/scripts/DownloadFailingJobLogs.cs
CreateFailingTestIssueResolve a failing test from PR/run/job URLs and create/update issuestools/CreateFailingTestIssue
/create-issue workflowCreate, reopen, or comment on failing-test issues from issue/PR comments.github/workflows/create-failing-test-issue.yml

Quick Start

Step 1: Find the Run ID

Get the run ID from the GitHub Actions URL or use the gh CLI:

bash
# From URL: https://github.com/microsoft/aspire/actions/runs/19846215629
#                                                        ^^^^^^^^^^
#                                                        run ID

# Or find the latest run on a branch
gh run list --repo microsoft/aspire --branch <branch-name> --limit 1 --json databaseId --jq '.[0].databaseId'

# Or for a PR
gh pr checks <pr-number> --repo microsoft/aspire
powershell
# From URL: https://github.com/microsoft/aspire/actions/runs/19846215629
#                                                        ^^^^^^^^^^
#                                                        run ID

# Or find the latest run on a branch
gh run list --repo microsoft/aspire --branch <branch-name> --limit 1 --json databaseId --jq '.[0].databaseId'

# Or for a PR
gh pr checks <pr-number> --repo microsoft/aspire
Step 2: Run the Tool
bash
cd tools/scripts
dotnet run DownloadFailingJobLogs.cs -- <run-id>
powershell
Set-Location tools/scripts
dotnet run DownloadFailingJobLogs.cs -- <run-id>

Example:

bash
dotnet run DownloadFailingJobLogs.cs -- 19846215629
Step 3: Analyze Output

The tool creates files in your current directory:

File PatternContents
failed_job_<n>_<job-name>.logRaw job logs from GitHub Actions
artifact_<n>_<testname>_<os>.zipDownloaded artifact zip files
artifact_<n>_<testname>_<os>/Extracted directory with .trx files, logs, binlogs

What the Tool Does

  1. Finds all failed jobs in a GitHub Actions workflow run
  2. Downloads job logs for each failed job
  3. Extracts test failures and errors from logs using regex patterns
  4. Determines artifact names from job names (pattern: logs-{testShortName}-{os})
  5. Downloads test artifacts containing .trx files and test logs
  6. Extracts artifacts to local directories for inspection

Creating or Updating Failing-Test Issues

After you know which test failed, use the branch automation to create a failing-test issue in the known-issues format.

Preferred path: /create-issue from a PR or issue comment

Comment on the PR or issue with:

text
/create-issue --test "<test-name>" [--url <pr|run|job-url>] [--workflow <selector>] [--force-new]

Examples:

text
/create-issue --test "Tests.Namespace.Type.Method(input: 1)"
/create-issue --test "Tests.Namespace.Type.Method(input: 1)" --url https://github.com/microsoft/aspire/actions/runs/123
/create-issue "Tests.Namespace.Type.Method(input: 1)" https://github.com/microsoft/aspire/actions/runs/123/job/456
/create-issue --test "Tests.Namespace.Type.Method(input: 1)" --url https://github.com/microsoft/aspire/actions/runs/123/attempts/2/job/456?pr=321 --force-new

Notes:

  • When the command is posted on a PR and no --url is supplied, the workflow defaults to that PR URL.
  • --workflow defaults to ci.
  • --force-new bypasses issue reuse and always requests a fresh issue.
  • The workflow requires write or admin access to the repository before it will create or update issues.
Supported source URLs

The resolver accepts:

  • Pull request URLs: https://github.com/<owner>/<repo>/pull/<number>
  • Workflow run URLs: https://github.com/<owner>/<repo>/actions/runs/<run-id>
  • Attempt URLs: https://github.com/<owner>/<repo>/actions/runs/<run-id>/attempts/<attempt>
  • Job URLs: https://github.com/<owner>/<repo>/actions/runs/<run-id>/job/<job-id>
  • Attempt job URLs with query strings
Local path: run the resolver directly

Always use --output to write results to a file so JSON is not interleaved with build output:

To generate the JSON result locally without creating an issue (dry run):

bash
dotnet run --project tools/CreateFailingTestIssue -- \
  --url "https://github.com/microsoft/aspire/actions/runs/123" \
  --test "<test-name>" \
  --repo "microsoft/aspire" \
  --output /tmp/cfti-result.json
powershell
dotnet run --project tools/CreateFailingTestIssue -- `
  --url "https://github.com/microsoft/aspire/actions/runs/123" `
  --test "<test-name>" `
  --repo "microsoft/aspire" `
  --output $env:TEMP/cfti-result.json

To resolve the failure and create the issue on GitHub in one step:

bash
dotnet run --project tools/CreateFailingTestIssue -- \
  --url "https://github.com/microsoft/aspire/actions/runs/123" \
  --test "<test-name>" \
  --repo "microsoft/aspire" \
  --create \
  --output /tmp/cfti-result.json
powershell
dotnet run --project tools/CreateFailingTestIssue -- `
  --url "https://github.com/microsoft/aspire/actions/runs/123" `
  --test "<test-name>" `
  --repo "microsoft/aspire" `
  --create `
  --output $env:TEMP/cfti-result.json

Read the result with jq:

bash
jq '{ success, issue: .issue, availableFailedTests: .diagnostics.availableFailedTests }' /tmp/cfti-result.json
powershell
Get-Content $env:TEMP/cfti-result.json | ConvertFrom-Json | Select-Object success, @{N='issue';E={$_.issue}}, @{N='availableFailedTests';E={$_.diagnostics.availableFailedTests}}

If --test is omitted, the tool emits structured JSON for all failing tests it found in the run (useful for picking which test to file).

The command writes a diagnostics.log file in the current directory. The JSON output (written to the --output file or stdout) contains:

  • the resolved run and job URLs
  • either the matched canonical and display test names plus generated issue content, or a per-test list of all failures in the run
  • primary failure details (error, stack trace, stdout)
  • when --create is set, the created issue number and URL
  • warnings and alternate failed-test names if the match fails
Show full SKILL.md (461 more words)Show less
What the resolver does

CreateFailingTestIssue:

  1. Resolves the workflow selector and source URL.
  2. Finds the workflow run and failed jobs, including attempt URLs.
  3. Downloads failed test occurrences from .trx artifacts.
  4. Falls back to failed job logs when artifacts are missing or the run is still active.
  5. Matches the requested test using canonical or display names.
  6. Generates issue content that matches .github/ISSUE_TEMPLATE/50_failing_test.yml. The error details code block is wrapped in a collapsible <details> element when it exceeds 30 lines.
  7. Reuses an open issue with the same stable signature, reopens a closed one, or creates a new issue.
Finding the failed tests to file

For a run with multiple failures, first extract the candidate test names, then issue one /create-issue command per test:

powershell
Get-ChildItem -Path "artifact_*" -Recurse -Filter "*.trx" | ForEach-Object {
    [xml]$xml = Get-Content $_.FullName
    $xml.TestRun.Results.UnitTestResult |
        Where-Object { $_.outcome -eq "Failed" } |
        Select-Object -ExpandProperty testName
}

If the resolver cannot match the requested test exactly, it returns availableFailedTests so you can retry with one of the discovered names.

Example Workflow

bash
# 1. Check failed jobs on a PR
gh pr checks 14105 --repo microsoft/aspire 2>&1 | Where-Object { $_ -match "fail" }

# 2. Get the run ID
$runId = gh run list --repo microsoft/aspire --branch davidfowl/my-branch --limit 1 --json databaseId --jq '.[0].databaseId'

# 3. Download failure logs
cd tools/scripts
dotnet run DownloadFailingJobLogs.cs -- $runId

# 4. Search for errors in downloaded logs
Get-Content "failed_job_0_*.log" | Select-String -Pattern "error|Error:" -Context 2,3 | Select-Object -First 20

# 5. Check .trx files for test failures
Get-ChildItem -Recurse -Filter "*.trx" | ForEach-Object {
    [xml]$xml = Get-Content $_.FullName
    $xml.TestRun.Results.UnitTestResult | Where-Object { $_.outcome -eq "Failed" }
}

# 6. Create or update the failing-test issue from the PR or issue thread
/create-issue --test "Tests.Namespace.Type.Method(input: 1)" --url https://github.com/microsoft/aspire/actions/runs/$runId

Understanding Job Log Output

The tool prints a summary for each failed job:

=== Failed Job 1/1 ===
Name: Tests / Integrations macos (Hosting.Azure) / Hosting.Azure (macos-latest)
ID: 56864254427
URL: https://github.com/microsoft/aspire/actions/runs/19846215629/job/56864254427
Downloading job logs...
Saved job logs to: failed_job_0_Tests___Integrations_macos__Hosting_Azure____Hosting_Azure__macos-latest_.log

Errors found (2):
  - System.InvalidOperationException: Step 'provision-api-service' failed...

Searching Downloaded Logs

Find Errors in Job Logs
powershell
# PowerShell
Get-Content "failed_job_*.log" | Select-String -Pattern "error|Error:" -Context 2,3

# Bash
grep -i "error" failed_job_*.log | head -50
Find Build Failures
powershell
Get-Content "failed_job_*.log" | Select-String -Pattern "Build FAILED|error MSB|error CS"
Find Test Failures
powershell
Get-Content "failed_job_*.log" | Select-String -Pattern "Failed!" -Context 5,0
Check for Disk Space Issues
powershell
Get-Content "failed_job_*.log" | Select-String -Pattern "No space left|disk space"
Check for Timeout Issues
powershell
Get-Content "failed_job_*.log" | Select-String -Pattern "timeout|timed out|Timeout"

Using GitHub API for Annotations

Sometimes job logs aren't available (404). Use annotations instead:

bash
gh api repos/microsoft/aspire/check-runs/<job-id>/annotations

This returns structured error information even when full logs aren't downloadable.

Common Failure Patterns

Disk Space Exhaustion

Symptom: No space left on device in annotations or logs

Diagnosis:

powershell
gh api repos/microsoft/aspire/check-runs/<job-id>/annotations 2>&1

Common fixes:

  • Add disk cleanup step before build
  • Use larger runner (e.g., 8-core-ubuntu-latest)
  • Skip unnecessary build steps (e.g., /p:BuildTests=false)
Command Not Found

Symptom: exit code 127 or command not found

Diagnosis:

powershell
Get-Content "failed_job_*.log" | Select-String -Pattern "command not found|exit code 127" -Context 3,1

Common fixes:

  • Ensure PATH includes required tools
  • Use full path to executables
  • Install missing dependencies
Test Timeout

Symptom: Test hangs, then fails with timeout

Diagnosis:

powershell
Get-Content "failed_job_*.log" | Select-String -Pattern "Test host process exited|Timeout|timed out"

Common fixes:

  • Increase test timeout
  • Check for deadlocks in test code
  • Review Heartbeat.cs output for resource exhaustion
Build Failure

Symptom: Build FAILED or MSBuild errors

Diagnosis:

powershell
Get-Content "failed_job_*.log" | Select-String -Pattern "error CS|error MSB|Build FAILED" -Context 0,3

Common fixes:

  • Check for missing project references
  • Verify package versions
  • Download and analyze .binlog from artifacts

Artifact Contents

Downloaded artifacts typically contain:

artifact_0_TestName_os/
├── testresults/
│   ├── TestName_net10.0_timestamp.trx    # Test results XML
│   ├── Aspire.*.Tests_*.log              # Console output
│   ├── recordings/                        # Asciinema recordings (CLI E2E tests)
│   └── workspaces/                        # Captured project workspaces (CLI E2E tests)
│       └── TestClassName.MethodName/      # Full generated project for failed tests
│           ├── apphost.ts
│           ├── aspire.config.json
│           ├── .aspire/modules/                  # Generated SDK (aspire.js) - key for debugging
│           └── ...
├── *.crash.dmp                            # Crash dump (if test crashed)
└── test.binlog                            # MSBuild binary log
CLI E2E Workspace Capture

CLI E2E tests annotated with [CaptureWorkspaceOnFailure] automatically capture the full generated project workspace when a test fails. This includes the generated SDK (.aspire/modules/aspire.js), template output, and config files — critical for debugging template generation or aspire run failures.

Look in testresults/workspaces/{TestClassName.MethodName}/ inside the downloaded artifact.

Parsing .trx Files

powershell
# Find all failed tests in .trx files
Get-ChildItem -Path "artifact_*" -Recurse -Filter "*.trx" | ForEach-Object {
    Write-Host "=== $($_.Name) ==="
    [xml]$xml = Get-Content $_.FullName
    $xml.TestRun.Results.UnitTestResult | Where-Object { $_.outcome -eq "Failed" } | ForEach-Object {
        Write-Host "FAILED: $($_.testName)"
        Write-Host $_.Output.ErrorInfo.Message
        Write-Host "---"
    }
}

Tips

Clean Up Before Running
powershell
Remove-Item *.log -Force -ErrorAction SilentlyContinue
Remove-Item *.zip -Force -ErrorAction SilentlyContinue
Remove-Item -Recurse artifact_* -Force -ErrorAction SilentlyContinue
Run From tools/scripts Directory

The tool creates files in the current directory, so run it from tools/scripts to keep things organized:

bash
cd tools/scripts
dotnet run DownloadFailingJobLogs.cs -- <run-id>
powershell
Set-Location tools/scripts
dotnet run DownloadFailingJobLogs.cs -- <run-id>
Don't Commit Log Files

The downloaded log files can be large. Don't commit them to the repository:

bash
# Before committing
rm tools/scripts/*.log
rm tools/scripts/*.zip
rm -rf tools/scripts/artifact_*
powershell
# Before committing
Remove-Item tools/scripts/*.log -Force -ErrorAction SilentlyContinue
Remove-Item tools/scripts/*.zip -Force -ErrorAction SilentlyContinue
Remove-Item tools/scripts/artifact_* -Recurse -Force -ErrorAction SilentlyContinue

Prerequisites

  • .NET 10 SDK or later
  • GitHub CLI (gh) installed and authenticated
  • Access to the microsoft/aspire repository

See Also

  • tools/scripts/README.md - Full documentation
  • tools/scripts/Heartbeat.cs - System monitoring tool for diagnosing hangs
  • .agents/skills/cli-e2e-testing/SKILL.md - CLI E2E test troubleshooting

© microsoft, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in .agents/skills/ci-test-failures of microsoft/aspire.

Open the folder on GitHubat commit a3f44d2

Compare with similar skills

CI Test Failures next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

CI Test Failures compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
CI Test Failures this skillmicrosoft/aspire6.3k—~4.7kAutomated safety check: PassMIT
Pester Failure AnalysisPowerShell/PowerShell56k—~5.1kAutomated safety check: PassMIT
Debug Playwright Prowquay/quay2.8k—~2.2kAutomated safety check: PassApache-2.0
GreptimeDB Fuzz CI Failure InvestigationGreptimeTeam/greptimedb6.7k—~4.4kAutomated safety check: PassApache-2.0
Debugging Opik E2E Testscomet-ml/opik22k—~1.8kAutomated safety check: PassApache-2.0
CI Failure Analysisvortex-data/vortex3.2k—~810Automated safety check: PassApache-2.0

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    6.3k GitHub stars~3.2k tokensUpdated today
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Questions about CI Test Failures

What does CI Test Failures do?

Guide for diagnosing GitHub Actions test failures, extracting failed tests from runs, and creating or updating failing-test issues. CI Test Failures is an agent skill from microsoft/aspire, published by the product's own GitHub organization. Guide for diagnosing GitHub Actions test failures, extracting failed tests from runs, and creating or updating failing-test issues.

When should I use CI Test Failures?

CI Test Failures fits situations like: tasks that involve Failing and flaky tests.

How do I install CI Test Failures in Claude Code?

Run `npx skills add microsoft/aspire --skill ci-test-failures -a claude-code`. Or copy the skill folder (.agents/skills/ci-test-failures in microsoft/aspire) into .claude/skills/ci-test-failures in your project. Claude Code loads it when a task matches its description.

How do I install CI Test Failures in Codex?

Run `npx skills add microsoft/aspire --skill ci-test-failures -a codex`. Or copy the skill folder (.agents/skills/ci-test-failures in microsoft/aspire) into .agents/skills/ci-test-failures in your project. Codex loads it when a task matches its description.

Can I use CI Test Failures in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add microsoft/aspire --skill ci-test-failures -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ci-test-failures, .gemini/skills/ci-test-failures, .github/skills/ci-test-failures and .opencode/skills/ci-test-failures in your project.

What does CI Test Failures need to run?

Going by SKILL.md and its folder, CI Test Failures needs the command-line tools its instructions call (dotnet, gh and jq).

Does CI Test Failures access the network?

SKILL.md names 1 domain. In commands or code: github.com; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.

Is CI Test Failures safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does CI Test Failures use?

CI Test Failures is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does CI Test Failures use?

About 4.7k tokens (SKILL.md is roughly 19k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to CI Test Failures?

Skills that share tags, products or a category with CI Test Failures: Pester Failure Analysis (PowerShell/PowerShell, 56k stars), Debug Playwright Prow (quay/quay, 2.8k stars), GreptimeDB Fuzz CI Failure Investigation (GreptimeTeam/greptimedb, 6.7k stars) and Debugging Opik E2E Tests (comet-ml/opik, 22k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains CI Test Failures?

microsoft (a GitHub organization, an official publisher) maintains it in microsoft/aspire, which has 6,348 GitHub stars. The repository holds 22 skills in this directory. The repository was last updated on October 8, 2026.

Source: microsoft/aspire on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.