Agent skill

Intake Test Failure

by GoogleCloudPlatform in GoogleCloudPlatform/magic-modules

Process raw failure info (GitHub issue URL, direct prompt text, GCS debug log links, or local logs) and normalize it into a clean failure payload for test fixing.

Custom licenceAuto-check passedTesting & QA

Install Intake Test Failure

skills CLI
$ npx skills add GoogleCloudPlatform/magic-modules --skill intake-test-failure -a claude-code

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

GitHub CLI
$ gh skill install GoogleCloudPlatform/magic-modules intake-test-failure --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/GoogleCloudPlatform/magic-modules.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/utils/intake-test-failure .claude/skills/intake-test-failure && 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
intake-test-failure
GitHub stars
974
Token cost
~1.4k tokens
SKILL.md length
516 words
Files
1
Skills in repo
30
Repo updated
First seen
Licence
Custom licence

At a glance

Process raw failure info (GitHub issue URL, direct prompt text, GCS debug log links, or local logs) and normalize it into a clean failure payload for test fixing.

  • Works in 2 steps: Run Deterministic Failure Ingestion Helper → Produce Complete Normalized Failure…
  • Tasks that involve Failing and flaky tests
  • SKILL.md covers Prerequisites, Input Formats Handled, Security & Input Validation… and Execution Steps, plus 1 more section
  • Calls gcloud, python3 and gh; reaches github.com and storage.googleapis.com

What it does

Intake Test Failure is an agent skill from GoogleCloudPlatform/magic-modules. Process raw failure info (GitHub issue URL, direct prompt text, GCS debug log links, or local logs) and normalize it into a clean failure payload for test fixing.

Its SKILL.md is about 1.4k 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 and Google Cloud. The repository describes itself as: Add Google Cloud Platform support to Terraform.

When your agent uses it

  • Tasks that involve Failing and flaky tests

Example prompts

  • “/intake-test-failure”

Requirements

  • Python 3

Workflow steps

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

  1. Run Deterministic Failure Ingestion Helper
  2. Produce Complete Normalized Failure Payload

What it can do on your machine

Read from SKILL.md and the folder at commit e5db069. 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:

    • gcloud
    • python3
    • gh

    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
    • storage.googleapis.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

Intake Test Failure loads about 1.4k tokens when it runs. Until then it costs about 46 tokens; SKILL.md has 516 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~46
When it runs · the whole SKILL.md, loaded when a task matches
~1.4k

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

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 516 words (~1,438 tokens).

“This skill converts raw, unstructured, or varied failure reports into a standardized Normalized Failure Payload ready for consumption by the test-fixer subagent or developer remediation workflow.”

— opening of SKILL.md by GoogleCloudPlatform, Custom licence
name
intake-test-failure

Read the full SKILL.md on GitHub

Files

Just SKILL.md in .agents/skills/utils/intake-test-failure of GoogleCloudPlatform/magic-modules.

Open the folder on GitHubat commit e5db069

Compare with similar skills

Intake Test Failure 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.

Intake Test Failure compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Intake Test Failure this skillGoogleCloudPlatform/magic-modules974—~1.4kAutomated safety check: PassCustom licence
Triage CI Flakepayloadcms/payload45k—~4.4kAutomated safety check: PassMIT
GreptimeDB Fuzz CI Failure InvestigationGreptimeTeam/greptimedb6.7k—~4.4kAutomated safety check: PassApache-2.0
Fix Issueremix-run/remix33k—~1.8kAutomated safety check: PassMIT
Issue To Regression Testbrunosabot/streamline-card269—~529Automated safety check: PassMIT
Detect Flaky Testsagent-substrate/substrate4.5k—~3kAutomated safety check: PassApache-2.0

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  • Automate Test Triage

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  • Dev Overrides

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Categories

Questions about Intake Test Failure

What does Intake Test Failure do?

Process raw failure info (GitHub issue URL, direct prompt text, GCS debug log links, or local logs) and normalize it into a clean failure payload for test fixing. Intake Test Failure is an agent skill from GoogleCloudPlatform/magic-modules. Process raw failure info (GitHub issue URL, direct prompt text, GCS debug log links, or local logs) and normalize it into a clean failure payload for test fixing.

When should I use Intake Test Failure?

Intake Test Failure fits situations like: tasks that involve Failing and flaky tests.

How do I install Intake Test Failure in Claude Code?

Run `npx skills add GoogleCloudPlatform/magic-modules --skill intake-test-failure -a claude-code`. Or copy the skill folder (.agents/skills/utils/intake-test-failure in GoogleCloudPlatform/magic-modules) into .claude/skills/intake-test-failure in your project. Claude Code loads it when a task matches its description.

How do I install Intake Test Failure in Codex?

Run `npx skills add GoogleCloudPlatform/magic-modules --skill intake-test-failure -a codex`. Or copy the skill folder (.agents/skills/utils/intake-test-failure in GoogleCloudPlatform/magic-modules) into .agents/skills/intake-test-failure in your project. Codex loads it when a task matches its description.

Can I use Intake Test Failure 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 GoogleCloudPlatform/magic-modules --skill intake-test-failure -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/intake-test-failure, .gemini/skills/intake-test-failure, .github/skills/intake-test-failure and .opencode/skills/intake-test-failure in your project.

What does Intake Test Failure need to run?

Going by SKILL.md and its folder, Intake Test Failure needs the command-line tools its instructions call (gcloud, python3 and gh). Our summary lists: Python 3.

Does Intake Test Failure access the network?

SKILL.md names 2 domains. In commands or code: github.com and storage.googleapis.com; the agent is likely to contact these when it follows the instructions. This is read from the text; nothing was executed.

Is Intake Test Failure 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 Intake Test Failure use?

Intake Test Failure has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Intake Test Failure use?

About 1.4k tokens (SKILL.md is roughly 5.8k 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 Intake Test Failure?

Skills that share tags, products or a category with Intake Test Failure: Triage CI Flake (payloadcms/payload, 45k stars), GreptimeDB Fuzz CI Failure Investigation (GreptimeTeam/greptimedb, 6.7k stars), Fix Issue (remix-run/remix, 33k stars) and Issue To Regression Test (brunosabot/streamline-card, 269 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Intake Test Failure?

GoogleCloudPlatform (a GitHub organization) maintains it in GoogleCloudPlatform/magic-modules, which has 974 GitHub stars. The repository holds 30 skills in this directory. The repository was last updated on October 7, 2026.

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