Agent skill

Qe Test Execution

by proffesor-for-testing in proffesor-for-testing/agentic-qe

Parallel test execution orchestration with intelligent scheduling, retry logic, and comprehensive result aggregation.

MITAuto-check passedTesting & QA

Install Qe Test Execution

skills CLI

$ npx skills add proffesor-for-testing/agentic-qe --skill qe-test-execution -a claude-code

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

GitHub CLI

$ gh skill install proffesor-for-testing/agentic-qe qe-test-execution --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/proffesor-for-testing/agentic-qe.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.kiro/skills/qe-test-execution .claude/skills/qe-test-execution && 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/

Paste into Claude Code

Install the "qe-test-execution" agent skill from https://github.com/proffesor-for-testing/agentic-qe/tree/main/.kiro/skills/qe-test-execution into .claude/skills/qe-test-execution/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qe-test-execution", then confirm the skill loads.

Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

$skill-installer

$skill-installer install https://github.com/proffesor-for-testing/agentic-qe/tree/main/.kiro/skills/qe-test-execution

Type this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.

skills CLI

$ npx skills add proffesor-for-testing/agentic-qe --skill qe-test-execution -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install proffesor-for-testing/agentic-qe qe-test-execution --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/proffesor-for-testing/agentic-qe.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.kiro/skills/qe-test-execution .agents/skills/qe-test-execution && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "qe-test-execution" agent skill from https://github.com/proffesor-for-testing/agentic-qe/tree/main/.kiro/skills/qe-test-execution into .agents/skills/qe-test-execution/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qe-test-execution", then confirm the skill loads.

Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add proffesor-for-testing/agentic-qe --skill qe-test-execution -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install proffesor-for-testing/agentic-qe qe-test-execution --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/proffesor-for-testing/agentic-qe.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.kiro/skills/qe-test-execution .cursor/skills/qe-test-execution && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "qe-test-execution" agent skill from https://github.com/proffesor-for-testing/agentic-qe/tree/main/.kiro/skills/qe-test-execution into .cursor/skills/qe-test-execution/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qe-test-execution", then confirm the skill loads.

Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

gemini skills install

$ gemini skills install https://github.com/proffesor-for-testing/agentic-qe.git --path .kiro/skills/qe-test-execution

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add proffesor-for-testing/agentic-qe --skill qe-test-execution -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install proffesor-for-testing/agentic-qe qe-test-execution --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/proffesor-for-testing/agentic-qe.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.kiro/skills/qe-test-execution .gemini/skills/qe-test-execution && rm -rf skills-src

Use ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.

Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/

Paste into Gemini CLI

Install the "qe-test-execution" agent skill from https://github.com/proffesor-for-testing/agentic-qe/tree/main/.kiro/skills/qe-test-execution into .gemini/skills/qe-test-execution/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qe-test-execution", then confirm the skill loads.

Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

GitHub CLI

$ gh skill install proffesor-for-testing/agentic-qe qe-test-execution

Installs for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).

skills CLI

$ npx skills add proffesor-for-testing/agentic-qe --skill qe-test-execution -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/proffesor-for-testing/agentic-qe.git skills-src && mkdir -p .github/skills && cp -r skills-src/.kiro/skills/qe-test-execution .github/skills/qe-test-execution && rm -rf skills-src

Use ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.

GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/

Paste into GitHub Copilot

Install the "qe-test-execution" agent skill from https://github.com/proffesor-for-testing/agentic-qe/tree/main/.kiro/skills/qe-test-execution into .github/skills/qe-test-execution/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qe-test-execution", then confirm the skill loads.

GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add proffesor-for-testing/agentic-qe --skill qe-test-execution -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install proffesor-for-testing/agentic-qe qe-test-execution --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/proffesor-for-testing/agentic-qe.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.kiro/skills/qe-test-execution .opencode/skills/qe-test-execution && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "qe-test-execution" agent skill from https://github.com/proffesor-for-testing/agentic-qe/tree/main/.kiro/skills/qe-test-execution into .opencode/skills/qe-test-execution/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qe-test-execution", then confirm the skill loads.

OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

Facts

Skill name: qe-test-execution
GitHub stars: 494
Token cost: ~959 tokens
SKILL.md length: 87 words
Files: 1
Skills in repo: 111
Repo updated: Oct 4, 2026
First seen: Oct 7, 2026
Licence: MIT

At a glance

Parallel test execution orchestration with intelligent scheduling, retry logic, and comprehensive result aggregation.

Works in 3 steps: Parallel Execution → Smart Test Selection → Flaky Test Handling
Tasks that involve Error handling
SKILL.md covers Purpose, Activation, Quick Start and Agent Workflow, plus 5 more sections
Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Qe Test Execution is an agent skill from proffesor-for-testing/agentic-qe. Parallel test execution orchestration with intelligent scheduling, retry logic, and comprehensive result aggregation.

Its SKILL.md is about 960 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 Error handling. The repository describes itself as: Agentic QE Fleet is an open-source AI-powered QA/QE platform designed for use with Coding Agents (works best with Claude Code) featuring specialized agents and skills to support… The licence is MIT.

When your agent uses it

Tasks that involve Error handling

Example prompts

“/qe-test-execution”

Workflow steps

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

Parallel Execution
Smart Test Selection
Flaky Test Handling

What it can do on your machine

Read from SKILL.md and the folder at commit 829d030. 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
No scripts in the folder and no shell commands in SKILL.md (its code samples are typescript, yaml and bash).
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
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

Qe Test Execution loads about 959 tokens when it runs. Until then it costs about 34 tokens; SKILL.md has 87 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~34
When it runs · the whole SKILL.md, loaded when a task matches: ~959

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 proffesor-for-testing/agentic-qe at commit 829d030, republished under its MIT licence (© proffesor-for-testing). 87 words, ~959 tokens.

Download SKILL.mdSave it as .claude/skills/qe-test-execution/SKILL.md (or your agent's skills folder).

name: qe-test-execution
description: Parallel test execution orchestration with intelligent scheduling, retry logic, and comprehensive result aggregation.
inclusion: auto

QE Test Execution

Purpose

Guide the use of v3's test execution capabilities including parallel orchestration, smart test selection, flaky test handling, and distributed execution across multiple environments.

Activation

When running test suites
When optimizing test execution time
When handling flaky tests
When setting up CI/CD test pipelines
When executing tests across environments

Quick Start

bash

# Run all tests with parallelization
aqe test run --parallel --workers 4

# Run affected tests only
aqe test run --affected --since HEAD~1

# Run with retry for flaky tests
aqe test run --retry 3 --retry-delay 1000

# Run specific test types
aqe test run --type unit,integration --exclude e2e

Agent Workflow

typescript

// Orchestrate test execution
Task("Execute test suite", `
  Run the full test suite with:
  - 4 parallel workers
  - Retry flaky tests up to 3 times
  - Generate JUnit report
  - Fail fast on critical tests
  Report results and any failures.
`, "qe-test-executor")

// Smart test selection
Task("Run affected tests", `
  Analyze changes in PR #123 and:
  - Identify affected test files
  - Run only relevant tests
  - Include integration tests for changed modules
  - Report coverage delta
`, "qe-test-selector")

Execution Strategies

1. Parallel Execution

typescript

await testExecutor.runParallel({
  suites: ['unit', 'integration'],
  workers: 4,
  distribution: 'by-file',  // or 'by-test', 'by-duration'
  isolation: 'process',
  sharding: {
    enabled: true,
    total: 4,
    index: process.env.SHARD_INDEX
  }
});

2. Smart Test Selection

typescript

await testExecutor.runAffected({
  changes: gitChanges,
  selection: {
    direct: true,      // Tests for changed files
    transitive: true,  // Tests for dependents
    integration: true  // Integration tests touching changed code
  },
  fallback: 'full-suite'  // If analysis fails
});

3. Flaky Test Handling

typescript

await testExecutor.handleFlaky({
  detection: {
    enabled: true,
    threshold: 0.1,  // 10% flake rate
    window: 100      // Last 100 runs
  },
  strategy: {
    retry: 3,
    quarantine: true,
    notify: ['#flaky-tests']
  }
});

Execution Configuration

yaml

execution:
  parallel:
    workers: auto  # CPU cores - 1
    timeout: 30000
    bail: false

  retry:
    count: 2
    delay: 1000
    only_failed: true

  reporting:
    formats: [junit, json, html]
    include_timing: true
    include_logs: true

  environments:
    - name: node-18
      image: node:18-alpine
    - name: node-20
      image: node:20-alpine

CI/CD Integration

yaml

# GitHub Actions example
test:
  runs-on: ubuntu-latest
  strategy:
    matrix:
      shard: [1, 2, 3, 4]
  steps:
    - uses: actions/checkout@v4
    - name: Run tests
      run: |
        aqe test run \
          --shard ${{ matrix.shard }}/4 \
          --parallel \
          --report junit
    - name: Upload results
      uses: actions/upload-artifact@v4
      with:
        name: test-results-${{ matrix.shard }}
        path: reports/

Result Aggregation

typescript

interface ExecutionResults {
  summary: {
    total: number;
    passed: number;
    failed: number;
    skipped: number;
    flaky: number;
    duration: number;
  };
  shards: ShardResult[];
  failures: TestFailure[];
  flakyTests: FlakyTest[];
  coverage: CoverageReport;
  timing: TimingAnalysis;
}

Coordination

Primary Agents: qe-test-executor, qe-test-selector, qe-flaky-detector Coordinator: qe-test-execution-coordinator Related Skills: qe-test-generation, qe-coverage-analysis

Files

Just SKILL.md in .kiro/skills/qe-test-execution of proffesor-for-testing/agentic-qe.

Open the folder on GitHubat commit 829d030

Compare with similar skills

Qe Test Execution 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.

Qe Test Execution compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Qe Test Execution this skillproffesor-for-testing/agentic-qe	494	—	~959	Automated safety check: Pass	MIT	3 days ago
Reproduce Chat Statesdifferent-ai/openwork	24k	—	~673	Automated safety check: Pass	Custom licence	today
Fake Model Provider Faultsdifferent-ai/openwork	24k	—	~642	Automated safety check: Pass	Custom licence	today
LLM Providercaliber-ai-org/ai-setup	1.3k	—	~2.7k	Automated safety check: Pass	MIT	13 days ago
Error Handling And E2Ehome-operations/kopiur	113	—	~2.7k	Automated safety check: Pass	AGPL-3.0	yesterday
NodeHsienW/chat-gun	143	—	~1.6k	Automated safety check: Pass	Custom licence	3 days ago

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Questions about Qe Test Execution

What does Qe Test Execution do?

Parallel test execution orchestration with intelligent scheduling, retry logic, and comprehensive result aggregation. Qe Test Execution is an agent skill from proffesor-for-testing/agentic-qe. Parallel test execution orchestration with intelligent scheduling, retry logic, and comprehensive result aggregation.

When should I use Qe Test Execution?

Qe Test Execution fits situations like: tasks that involve Error handling.

How do I install Qe Test Execution in Claude Code?

Run `npx skills add proffesor-for-testing/agentic-qe --skill qe-test-execution -a claude-code`. Or copy the skill folder (.kiro/skills/qe-test-execution in proffesor-for-testing/agentic-qe) into .claude/skills/qe-test-execution in your project. Claude Code loads it when a task matches its description.

How do I install Qe Test Execution in Codex?

Run `npx skills add proffesor-for-testing/agentic-qe --skill qe-test-execution -a codex`. Or copy the skill folder (.kiro/skills/qe-test-execution in proffesor-for-testing/agentic-qe) into .agents/skills/qe-test-execution in your project. Codex loads it when a task matches its description.

Can I use Qe Test Execution 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 proffesor-for-testing/agentic-qe --skill qe-test-execution -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/qe-test-execution, .gemini/skills/qe-test-execution, .github/skills/qe-test-execution and .opencode/skills/qe-test-execution in your project.

What does Qe Test Execution need to run?

SKILL.md names no scripts, command-line tools or credentials: Qe Test Execution is instructions for the agent only.

Does Qe Test Execution access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Qe Test Execution 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 Qe Test Execution use?

Qe Test Execution 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 Qe Test Execution use?

About 959 tokens (SKILL.md is roughly 3.8k 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 Qe Test Execution?

Skills that share tags, products or a category with Qe Test Execution: Reproduce Chat States (different-ai/openwork, 24k stars), Fake Model Provider Faults (different-ai/openwork, 24k stars), LLM Provider (caliber-ai-org/ai-setup, 1.3k stars) and Error Handling And E2E (home-operations/kopiur, 113 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Qe Test Execution?

proffesor-for-testing (a GitHub user) maintains it in proffesor-for-testing/agentic-qe, which has 494 GitHub stars. The repository holds 111 skills in this directory. The repository was last updated on October 4, 2026.

Source: proffesor-for-testing/agentic-qe on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.

Install Qe Test Execution

Facts

At a glance

What it does

When your agent uses it

Example prompts

Workflow steps

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

QE Test Execution

Purpose

Activation

Quick Start

Agent Workflow

Execution Strategies

1. Parallel Execution

2. Smart Test Selection

3. Flaky Test Handling

Execution Configuration

CI/CD Integration

Result Aggregation

Coordination

Files

Compare with similar skills

Similar skills

More from proffesor-for-testing/agentic-qe

Related

Questions about Qe Test Execution