Agent skill

Qe Test Design Techniques

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

Systematic test design with boundary value analysis, equivalence partitioning, decision tables, state transition testing, and combinatorial testing.

MITAuto-check passedTesting & QA

Install Qe Test Design Techniques

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

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

GitHub CLI
$ gh skill install proffesor-for-testing/agentic-qe qe-test-design-techniques --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-design-techniques .claude/skills/qe-test-design-techniques && 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
qe-test-design-techniques
GitHub stars
494
Token cost
~1.7k tokens
SKILL.md length
287 words
Files
1
Skills in repo
95
Repo updated
First seen
Licence
MIT

At a glance

Systematic test design with boundary value analysis, equivalence partitioning, decision tables, state transition testing, and combinatorial testing.

  • Works in 5 steps: APPLY Boundary Value Analysis (test at… → USE Equivalence Partitioning (one test… → CREATE Decision Tables (for complex… → …
  • Designing comprehensive test cases
  • SKILL.md covers Quick Reference Card, Boundary Value Analysis (BVA), Equivalence Partitioning (EP) and Decision Tables, plus 6 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Qe Test Design Techniques is an agent skill from proffesor-for-testing/agentic-qe. Systematic test design with boundary value analysis, equivalence partitioning, decision tables, state transition testing, and combinatorial testing. Use when designing comprehensive test cases, reducing redundant tests, or ensuring systematic coverage.

Its SKILL.md is about 1.7k 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 Test generation. 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

  • Designing comprehensive test cases
  • Reducing redundant tests
  • Ensuring systematic coverage

Example prompts

  • “/qe-test-design-techniques”

Workflow steps

5 steps, taken from the first numbered list in SKILL.md.

  1. APPLY Boundary Value Analysis (test at min, max, edges)
  2. USE Equivalence Partitioning (one test per partition)
  3. CREATE Decision Tables (for complex business rules)
  4. MODEL State Transitions (for stateful behavior)
  5. REDUCE with Pairwise Testing (for combinations)

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 javascript and typescript).

    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 Design Techniques loads about 1.7k tokens when it runs. Until then it costs about 70 tokens; SKILL.md has 287 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~70
When it runs · the whole SKILL.md, loaded when a task matches
~1.7k

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 proffesor-for-testing/agentic-qe at commit 829d030, republished under its MIT licence (© proffesor-for-testing). 287 words, ~1,708 tokens.

Download SKILL.mdSave it as .claude/skills/qe-test-design-techniques/SKILL.md (or your agent's skills folder).
name
qe-test-design-techniques
description
Systematic test design with boundary value analysis, equivalence partitioning, decision tables, state transition testing, and combinatorial testing. Use when designing comprehensive test cases, reducing redundant tests, or ensuring systematic coverage.
inclusion
auto
tags
test-design, bva, equivalence-partitioning, decision-tables, pairwise, state-transition

Test Design Techniques

<default_to_action> When designing test cases systematically:

  1. APPLY Boundary Value Analysis (test at min, max, edges)
  2. USE Equivalence Partitioning (one test per partition)
  3. CREATE Decision Tables (for complex business rules)
  4. MODEL State Transitions (for stateful behavior)
  5. REDUCE with Pairwise Testing (for combinations)

Quick Design Selection:

  • Numeric ranges → BVA + EP
  • Multiple conditions → Decision Tables
  • Workflows → State Transition
  • Many parameters → Pairwise Testing

Critical Success Factors:

  • Systematic design finds more bugs with fewer tests
  • Random testing is inefficient
  • 40+ years of research backs these techniques </default_to_action>

Quick Reference Card

When to Use
  • Designing new test suites
  • Optimizing existing tests
  • Complex business rules
  • Reducing test redundancy
Technique Selection Guide
ScenarioTechnique
Numeric input rangesBVA + EP
Multiple conditionsDecision Tables
Stateful workflowsState Transition
Many parameter combinationsPairwise
All combinations criticalFull Factorial

Boundary Value Analysis (BVA)

Principle: Bugs cluster at boundaries.

Test at boundaries:

  • Minimum valid value
  • Just below minimum (invalid)
  • Just above minimum (valid)
  • Maximum valid value
  • Just above maximum (invalid)
javascript
// Age field: 18-120 valid
const boundaryTests = [
  { input: 17, expected: 'invalid' },  // Below min
  { input: 18, expected: 'valid' },    // Min boundary
  { input: 19, expected: 'valid' },    // Above min
  { input: 119, expected: 'valid' },   // Below max
  { input: 120, expected: 'valid' },   // Max boundary
  { input: 121, expected: 'invalid' }  // Above max
];

Equivalence Partitioning (EP)

Principle: One test per equivalent class.

javascript
// Discount rules:
// 1-10:  No discount
// 11-100: 10% discount
// 101+:   20% discount

const partitionTests = [
  { quantity: -1, expected: 'invalid' },  // Invalid partition
  { quantity: 5, expected: 0 },           // Partition 1: 1-10
  { quantity: 50, expected: 0.10 },       // Partition 2: 11-100
  { quantity: 200, expected: 0.20 }       // Partition 3: 101+
];

// 4 tests cover all behavior (vs 200+ if testing every value)

Decision Tables

Use for: Complex business rules with multiple conditions.

Loan Approval Rules:
┌──────────────┬───────┬───────┬───────┬───────┬───────┐
│ Conditions   │ R1    │ R2    │ R3    │ R4    │ R5    │
├──────────────┼───────┼───────┼───────┼───────┼───────┤
│ Age ≥ 18     │ Yes   │ Yes   │ Yes   │ No    │ Yes   │
│ Credit ≥ 700 │ Yes   │ Yes   │ No    │ Yes   │ No    │
│ Income ≥ 50k │ Yes   │ No    │ Yes   │ Yes   │ Yes   │
├──────────────┼───────┼───────┼───────┼───────┼───────┤
│ Result       │Approve│Approve│Reject │Reject │Reject │
└──────────────┴───────┴───────┴───────┴───────┴───────┘

// 5 tests cover all decision combinations

State Transition Testing

Model state changes:

States: Logged Out → Logged In → Premium → Suspended

Valid Transitions:
- Login: Logged Out → Logged In
- Upgrade: Logged In → Premium
- Payment Fail: Premium → Suspended
- Logout: Any → Logged Out

Invalid Transitions to Test:
- Logged Out → Premium (should reject)
- Suspended → Premium (should reject)
javascript
test('cannot upgrade without login', async () => {
  const result = await user.upgrade(); // While logged out
  expect(result.error).toBe('Login required');
});

Pairwise (Combinatorial) Testing

Problem: All combinations explode exponentially.

javascript
// Parameters:
// Browser: Chrome, Firefox, Safari (3)
// OS: Windows, Mac, Linux (3)
// Screen: Desktop, Tablet, Mobile (3)

// All combinations: 3 × 3 × 3 = 27 tests
// Pairwise: 9 tests cover all pairs

const pairwiseTests = [
  { browser: 'Chrome', os: 'Windows', screen: 'Desktop' },
  { browser: 'Chrome', os: 'Mac', screen: 'Tablet' },
  { browser: 'Chrome', os: 'Linux', screen: 'Mobile' },
  { browser: 'Firefox', os: 'Windows', screen: 'Tablet' },
  { browser: 'Firefox', os: 'Mac', screen: 'Mobile' },
  { browser: 'Firefox', os: 'Linux', screen: 'Desktop' },
  { browser: 'Safari', os: 'Windows', screen: 'Mobile' },
  { browser: 'Safari', os: 'Mac', screen: 'Desktop' },
  { browser: 'Safari', os: 'Linux', screen: 'Tablet' }
];
// Each pair appears at least once

Agent-Driven Test Design

typescript
// Auto-generate BVA tests
await Task("Generate BVA Tests", {
  field: 'age',
  dataType: 'integer',
  constraints: { min: 18, max: 120 }
}, "qe-test-generator");
// Returns: 6 boundary test cases

// Auto-generate pairwise tests
await Task("Generate Pairwise Tests", {
  parameters: {
    browser: ['Chrome', 'Firefox', 'Safari'],
    os: ['Windows', 'Mac', 'Linux'],
    screen: ['Desktop', 'Tablet', 'Mobile']
  }
}, "qe-test-generator");
// Returns: 9-12 tests (vs 27 full combination)

Agent Coordination Hints

Memory Namespace
aqe/test-design/
├── bva-analysis/*       - Boundary value tests
├── partitions/*         - Equivalence partitions
├── decision-tables/*    - Decision table tests
└── pairwise/*           - Combinatorial reduction
Fleet Coordination
typescript
const designFleet = await FleetManager.coordinate({
  strategy: 'systematic-test-design',
  agents: [
    'qe-test-generator',    // Apply design techniques
    'qe-coverage-analyzer', // Analyze coverage
    'qe-quality-analyzer'   // Assess test quality
  ],
  topology: 'sequential'
});


Remember

Systematic design > Random testing. 40+ years of research shows these techniques find more bugs with fewer tests than ad-hoc approaches.

Combine techniques for comprehensive coverage. BVA for boundaries, EP for partitions, decision tables for rules, pairwise for combinations.

With Agents: qe-test-generator applies these techniques automatically, generating optimal test suites with maximum coverage and minimum redundancy. Agents identify boundaries, partitions, and combinations from code analysis.

© proffesor-for-testing, 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 .kiro/skills/qe-test-design-techniques of proffesor-for-testing/agentic-qe.

Open the folder on GitHubat commit 829d030

Compare with similar skills

Qe Test Design Techniques 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 Design Techniques compared with similar skills
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Qe Test Design Techniques this skillproffesor-for-testing/agentic-qe494—~1.7kAutomated safety check: PassMIT
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Swig Testswig/swig6.3k—~2.3kAutomated safety check: PassCustom licence
Generate Test Cases342164796/generate-test-cases1191 repos~2.9kAutomated safety check: PassNone
Verify Cc Safety Netkenryu42/cc-safety-net1.6k—~2kAutomated safety check: PassMIT
Wioworkersio/skills190—~5.8kAutomated safety check: PassMIT

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Categories

Questions about Qe Test Design Techniques

What does Qe Test Design Techniques do?

Systematic test design with boundary value analysis, equivalence partitioning, decision tables, state transition testing, and combinatorial testing. Qe Test Design Techniques is an agent skill from proffesor-for-testing/agentic-qe. Systematic test design with boundary value analysis, equivalence partitioning, decision tables, state transition testing, and combinatorial testing.

When should I use Qe Test Design Techniques?

Qe Test Design Techniques fits situations like: designing comprehensive test cases; reducing redundant tests; ensuring systematic coverage.

How do I install Qe Test Design Techniques in Claude Code?

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

How do I install Qe Test Design Techniques in Codex?

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

Can I use Qe Test Design Techniques 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-design-techniques -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-design-techniques, .gemini/skills/qe-test-design-techniques, .github/skills/qe-test-design-techniques and .opencode/skills/qe-test-design-techniques in your project.

What does Qe Test Design Techniques need to run?

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

Does Qe Test Design Techniques 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 Design Techniques 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 Design Techniques use?

Qe Test Design Techniques 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 Design Techniques use?

About 1.7k tokens (SKILL.md is roughly 6.8k 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 Design Techniques?

Skills that share tags, products or a category with Qe Test Design Techniques: Emc (aklofas/kicad-happy, 1.4k stars), Swig Test (swig/swig, 6.3k stars), Generate Test Cases (342164796/generate-test-cases, 119 stars) and Verify Cc Safety Net (kenryu42/cc-safety-net, 1.6k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Qe Test Design Techniques?

proffesor-for-testing (a GitHub user) maintains it in proffesor-for-testing/agentic-qe, which has 494 GitHub stars. The repository holds 95 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.