Star200+
@microsoft

Creator · microsoft

Last updated · Aug 19, 2026

investigate-integration-test

REVIEW · 66Registry indexed

Investigate a failing integration test from a GitHub issue. Downloads logs/artifacts, analyzes the failure, examines relevant skills, and suggests fixes. TRIGGERS: investigate integration test, debug integration test, failing integration test, test failure investigation, diagnose

agent-skill
OpenAgentSkill Trust Score
66/100

Sandbox only

Quality70/100
Audit80/100
Stars244
Verified installs0
View on GitHubOpen full auditREADME badgeClaim this skill

Install targets

Codex install prompt

Install the "investigate-integration-test" agent skill from https://github.com/microsoft/GitHub-Copilot-for-Azure/tree/main/.github/skills/investigate-integration-test. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Investigate a failing integration test from a GitHub issue. Downloads logs/artifacts, analyzes the failure, examines relevant skills, and suggests fixes. TRIGGERS: investigate integration test, debug integration test, failing integration test, test failure investigation, diagnose test failure, analyze test issue After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {"event_id":"install_<unique-id>","skill_slug":"microsoft-investigate-integration-test","task":"Install investigate-integration-test","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.

Supply asset profile

Coding and developer agents

Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.

Browse track

Scenario

GitHub automation

I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.

Agent fit

Claude Code + CLI + Codex

Codex, Claude Code, Cursor, CLI, or custom agents.

Install

Ready

npx skills add microsoft/GitHub-Copilot-for-Azure --skill investigate-integration-test

Maintenance

fresh

4d since push

Risk

Needs review

Skill does not explicitly warn about the potential for malicious content in issue links or logs, which could lead to prompt injection or unsafe downloads.

GitHub quality

244

70/100 Quality · 74/100 Trust

Coverage tags

CodingGitHub automationcoding-agentsagent-skill

Review notes

Skill does not explicitly warn about the potential for malicious content in issue links or logs, which could lead to prompt injection or unsafe downloads. · No mention of how to handle scenarios where logs or artifacts are unavailable or require authentication.

Agent adoption scorecard

Trust, audit, and install readiness at a glance

These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.

Quality

Strong
70

Solid option that is likely worth shortlisting for production workflows.

Trust

Sandbox only
66

Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.

Audit

Needs review
80

A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.

OpenAgentSkill Trust Score v5

Human review before install

Run only in a sandbox and compare close alternatives before using it for real work.

CodexClaude CodeCursorOpenAgentSkill CLI

Stars

244 GitHub stars

Repo activity

244 stars, 190 forks

Maintenance

4d since push

License

MIT

Install

npx skills add microsoft/GitHub-Copilot-for-Azure --skill investigate-integration-test

Install safety

standard package or runtime install path

Permission surface

no high-risk permission surface in public metadata

Agent outcomes

No agent outcome data yet

Docs

Usable metadata, review docs

Risk summary

Review before production

  • Skill does not explicitly warn about the potential for malicious content in issue links or logs, which could lead to prompt injection or unsafe downloads.
  • Quality score needs review

Install readiness

Install path available

  • Install path is available
  • Repository evidence is available
  • License is declared
  • No Agent Proven outcome evidence yet

Agent-readable metadata

Machine-readable decision data for this skill.

Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.

View technical data+
Open JSON

Suited tasks

  • GitHub automation workflows
  • Claude Code teams
  • builders willing to evaluate younger projects
  • Inspect repository metadata

Suited agents

CodexClaude CodeCursorOpenAgentSkill CLICLI

Install decision

Command
npx skills add microsoft/GitHub-Copilot-for-Azure --skill investigate-integration-test
Policy
review
Human review
yes

Trust and risk

Trust
66/100
Audit
80/100
Risk level
Needs review

Outcome loop

Endpoint
/api/agent/outcome
Event ID
resolve
Outcomes
5

Install command

npx skills add microsoft/GitHub-Copilot-for-Azure --skill investigate-integration-test
Public auditEval reportResolve APIInstall handoff

Do not use when

  • teams that need a vendor-supported SLA
  • production agents without a repository review
  • Skill does not explicitly warn about the potential for malicious content in issue links or logs, which could lead to prompt injection or unsafe downloads.
  • No OpenAgentSkill engagement data yet
  • No mention of how to handle scenarios where logs or artifacts are unavailable or require authentication.

Alternative

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Alternative

Code Review

168.6K Stars

npx skills add mattpocock/skills --skill code-review

Alternative

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npx skills add mattpocock/skills --skill grill-with-docs

Alternative

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npx skills add mattpocock/skills --skill to-spec

Agent safety v2

68/100 · Review before install

Reviewed with permission notesreview

Usable candidate, but the agent should surface permission and audit notes before installation.

Require human approval before installing into a real workspace.

Resolve via API

medium

Network access

Skill likely fetches remote pages, APIs, repositories, or external services.

  • Skill does not explicitly warn about the potential for malicious content in issue links or logs, which could lead to prompt injection or unsafe downloads.

Agent resolve plan

Let an agent verify fit before installing.

The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.

Open text plan

Open JSON

/api/agent/resolve?task=Use%20investigate-integration-test%20for%20an%20agent%20workflow&agent=codex&max_risk=medium

Resolve text

/api/agent/resolve?task=Use%20investigate-integration-test%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text

Install handoff

/api/skills/microsoft-investigate-integration-test/install

Agent should check

  • Task fit and alternatives from Resolve API.
  • Audit score, trust score, and safety policy warnings.
  • Install target compatibility for Codex, Claude Code, Cursor, or CLI.

Copy prompt

Task: Use investigate-integration-test in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20investigate-integration-test%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/microsoft-investigate-integration-test/install
Install command: npx skills add microsoft/GitHub-Copilot-for-Azure --skill investigate-integration-test
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.

Agent handoff

Give an agent the install path, not another directory page.

Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.

Open install API

Install handoff

/api/skills/microsoft-investigate-integration-test/install

LLM text format

/api/skills/microsoft-investigate-integration-test/install?format=text

Find alternatives

/api/skills/search?q=investigate-integration-test&limit=3

Agent prompt

Use investigate-integration-test for this task. Review https://www.openagentskill.com/api/skills/microsoft-investigate-integration-test/install, then install with: npx skills add microsoft/GitHub-Copilot-for-Azure --skill investigate-integration-test

Registry metadata

Agent-readable profile for automatic skill selection.

This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.

Open manifest

Manifest

/api/registry/manifest/microsoft-investigate-integration-test

LLM text

/api/registry/manifest/microsoft-investigate-integration-test?format=text

Install alias

/api/registry/install/microsoft-investigate-integration-test

Recommend

/api/registry/recommend?task=Use%20investigate-integration-test%20in%20an%20agent%20workflow&limit=3

Agent fit

69/100

GitHub automation

Use-case tags

GitHub automationCoding agentsTesting and QA

Platforms

Claude Code

Audit report

Needs review · 80/100

A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.

View audit reportView eval report

Agent decision cockpit

Fallback candidate for GitHub automation

Prototype with this skill first; keep a fallback candidate ready.

69
Readiness
Prototype
Stage

Role in stack

Fallback candidate

Primary fit

GitHub automation

Trust label

Prototype first

Install path

Command ready

Use when

  • GitHub automation workflows
  • Claude Code teams
  • builders willing to evaluate younger projects

Evidence

  • recent repository activity
  • install command or GitHub repo available
  • 70/100 quality profile

review first

  • Skill does not explicitly warn about the potential for malicious content in issue links or logs, which could lead to prompt injection or unsafe downloads.
  • No OpenAgentSkill engagement data yet

Implementation path

  1. 1Install it in a sandbox agent and run one GitHub automation task end to end.
  2. 2Compare output quality, latency, and failure behavior against at least one alternative.
  3. 3Promote it into production only after reviewing repository permissions, license, and maintenance signals.

Trust profile

Sandbox only

Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.

66
OpenAgentSkill Trust Score

GitHub adoption

INFO

244 GitHub stars

Stars/forks activity

INFO

244 stars, 190 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

4d since push

License clarity

PASS

MIT

Good signals

  • AI review approved
  • Install path is available
  • Repository evidence is available
  • Recently maintained repository
  • Install command has no obvious high-risk pattern
  • Outcome loop is ready but needs first real agent run

Review before install

  • Skill does not explicitly warn about the potential for malicious content in issue links or logs, which could lead to prompt injection or unsafe downloads.
  • Quality score needs review
  • No real agent outcome reports yet
  • Human review required before unattended installation

Recommended action

Run only in a sandbox and compare close alternatives before using it for real work.

Quality profile

Strong candidate for agent workflows

Solid option that is likely worth shortlisting for production workflows.

70
GitHub stars
244
Freshness
4d ago
Install ready
Yes
License
MIT
Review before install: Skill does not explicitly warn about the potential for malicious content in issue links or logs, which could lead to prompt injection or unsafe downloads.

Workflow fit

Use this skill in these scenarios

Manage repositories

GitHub automation

I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.

Build and ship code

Coding agents

I need a coding agent that can understand a repository, edit code, and review pull requests.

Verify behavior

Testing and QA

I need my agent to test a web app, reproduce bugs, and verify fixes.

Workflow fit

Add it to a complete workflow

Inspect, patch, and verify code

Coding review agent

A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.

Operate and verify web apps

Browser QA agent

A workflow for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.

Turn skills into distribution

Content growth agent

A workflow for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.

Alternative shortlist

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Turn the current conversation and codebase context into a structured implementation spec, then publish it to the configured project issue tracker.

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Overview

--- name: investigate-integration-test description: "Investigate a failing integration test from a GitHub issue. Downloads logs/artifacts, analyzes the failure, examines relevant skills, and suggests fixes. TRIGGERS: investigate integration test, debug integration test, failing integration test, test failure investigation, diagnose test failure, analyze test issue" license: MIT metadata: author: Microsoft version: "1.0.0" ---

# Integration Test Investigation

Investigates a failing integration test given a GitHub issue in `microsoft/GitHub-Copilot-for-Azure`.

## When to Use This Skill

- A GitHub issue links to a failing integration test run - You need to diagnose why an integration test is failing - You want to understand a test failure before implementing a fix

## Steps

1. Read the GitHub issue. 2. Download the test logs and artifacts from the linked run. 3. Look through the logs/artifacts and analyze the test with the prompt specified in the issue to diagnose the failure. 4. Examine the relevant skills under `plugins/*/skills` for context. 5. Offer a suggested fix for each identified problem. Do not implement any fixes without the user's approval.

Technical details

Version
1.0.0
License
MIT
Last updated
Aug 19, 2026
Published
Aug 19, 2026

Decision snapshot

Fallback candidate

69
Ready
Prototype
Stage

recent repository activity

Audit

Install review

Install and adoption review

80
Needs review
Security
83/100
Maintenance
100/100
Install
92/100
Open full auditView eval report

Agent-proven evidence

Agent-proven evidence

Outcome reports after resolve, review, install, and one narrow run.

0
Proven
Needs first agent runAuto-install: review firstLast: Unknown
Success rate
—
Recent failure
—
Outcomes
0
Output quality
—
Failed
0
Not relevant
0
Installs
0
Risk blocked
0
Setup needed
0
Production
0

No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.

Agent-Proven rankingOutcome contract

Install

Add to agent workflow

Free and open source. Review the report before installing into production agents.

Compare AlternativesAuto-resolve PlanView on GitHubDocumentation

Growth loop

Share kit

X

Scenario-led draft for investigate-integration-test, ready for a manual X post.

Curator note
investigate-integration-test: Investigate a failing integration test from a GitHub issue. Downloads logs/artifacts, analyze...

244 stars

https://www.openagentskill.com/skills/microsoft-investigate-integration-test?ref=x
Open X draft
Optional reply with install command
Listing + install path for investigate-integration-test:
https://www.openagentskill.com/skills/microsoft-investigate-integration-test?ref=x

Install: npx skills add microsoft/GitHub-Copilot-for-Azure --skill investigate-integration...
Open reply draft

Listing source

Registry indexed

Claimable

This listing was indexed from public sources and is not marked official until a maintainer claim is approved.

Creator
microsoft
Indexed by
OpenAgentSkill community index

Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.

Claim this skill

Owner claim

Claim this skill listing

This Registry indexed listing is attributed to microsoft but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.

Creator backlink kit

Add the evidence badges to your README

Show the canonical listing, current trust and audit signals, and real Agent-Proven evidence where developers evaluate the repository.

[![Listed on OpenAgentSkill](https://www.openagentskill.com/api/badge/microsoft-investigate-integration-test?metric=listed&label=Listed)](https://www.openagentskill.com/skills/microsoft-investigate-integration-test)
[![OpenAgentSkill Trust](https://www.openagentskill.com/api/badge/microsoft-investigate-integration-test?metric=trust&label=Trust)](https://www.openagentskill.com/skills/microsoft-investigate-integration-test)
[![OpenAgentSkill Audit](https://www.openagentskill.com/api/badge/microsoft-investigate-integration-test?metric=audit&label=Audit)](https://www.openagentskill.com/skills/microsoft-investigate-integration-test/audit)
[![Agent Proven](https://www.openagentskill.com/api/badge/microsoft-investigate-integration-test?metric=proven&label=Agent%20Proven)](https://www.openagentskill.com/skills/microsoft-investigate-integration-test)
Preview badge Open audit Creator kit

Author

M

microsoft

@microsoft

Tags

agent-skill

Platform fit

Claude Code

Health signals

GitHub stars
244
Quality score
40/100
Last GitHub push
Aug 19, 2026
Framework hints
Unknown
OpenAgentSkill views
0
Install copies
0
Outbound clicks
0

Community signal

Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.

Trust & safety

Sandbox only

66
  • GitHub adoption244 GitHub starsINFO
  • Stars/forks activity244 stars, 190 forks; issue activity unavailable in current metadataINFO
  • Recent maintenance4d since pushPASS
  • License clarityMITPASS
  • README/SKILL.md completenessPublic metadata needs stronger README/SKILL.md contextINFO
  • Dependency/runtime riskno major dependency risk hints in public metadataPASS

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InstallView on GitHub