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Exploratory Testing Advanced

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proffesor-for-testing
exploratory-testing-advanced

Advanced exploratory testing techniques with Session-Based Test Management (SBTM), RST heuristics, and test tours. Use when planning exploration sessions, investigating bugs, or discovering unknown quality risks.

Overview

Publisherproffesor-for-testing
Repositoryagentic-qe
Skill nameexploratory-testing-advanced
Stars
480
Forks
92
Bundled files
1
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 1 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by proffesor-for-testing on GitHub. Read the source before you install it.

Installation

Install the Exploratory Testing Advanced AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/proffesor-for-testing/agentic-qe.git /tmp/agentic-qe
mkdir -p .claude/skills
cp -r /tmp/agentic-qe/assets/skills/exploratory-testing-advanced .claude/skills/exploratory-testing-advanced
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Exploratory Testing Advanced in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Exploratory Testing Advanced on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Exploratory Testing Advanced is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Advanced Exploratory Testing

<default_to_action> When exploring software or investigating quality risks:

  1. CREATE charter with mission, scope, and time-box (45-90 min)
  2. APPLY heuristics: SFDIPOT (quality criteria), FEW HICCUPPS (consistency oracles)
  3. EXPLORE systematically using test tours (Business District, Bad Neighborhood, Historical)
  4. DOCUMENT findings in real-time with notes, screenshots, evidence
  5. DEBRIEF: What learned? What's next? Share via agent memory

Quick Heuristic Selection:

  • What to test → SFDIPOT (Structure, Function, Data, Interfaces, Platform, Operations, Time)
  • Recognize problems → FEW HICCUPPS (Familiar, Explainable, World, History, Image, Comparable, Claims, Users, Product, Purpose, Standards)
  • Navigate app → Test Tours (12 types for different exploration strategies)

Critical Success Factors:

  • Exploration is skilled, structured thinking - not random clicking
  • Document discoveries, not pre-planned test cases
  • Pair testing reveals more than solo exploration </default_to_action>

Quick Reference Card

When to Use

  • Investigating new or changed features
  • Finding bugs automation misses
  • Learning unfamiliar systems
  • Risk discovery before test planning

Session Structure (SBTM)

PhaseDurationActivity
Charter5 minDefine mission, scope, focus
Explore45-75 minSystematic investigation
NoteContinuousDocument findings real-time
Debrief10-15 minSummarize, prioritize, share

SFDIPOT Heuristic (What to Test)

LetterFocusExample Questions
StructureIs it properly composed?Code structure, UI layout, data schema
FunctionDoes it do what it should?Core features work correctly
DataHandles data correctly?CRUD, validation, persistence
InterfacesInteracts well?APIs, UI, integrations
PlatformWorks in environment?Browsers, OS, devices
OperationsCan be used/managed?Install, config, monitor
TimeHandles timing?Concurrency, timeouts, scheduling

FEW HICCUPPS Oracle (Recognize Problems)

Consistency WithCheck
Familiar problemsDoes this look like a known bug pattern?
ExplainableCan behavior be explained rationally?
WorldMatches real-world expectations?
HistoryConsistent with prior versions?
ImageMatches brand/product image?
ComparableSimilar to competing products?
ClaimsMatches specs/docs/marketing?
UsersMeets user expectations?
PurposeFulfills intended purpose?
StatementsMatches what devs said?

Test Tours (12 Types)

TourStrategy
Business DistrictCritical business flows
HistoricalWhere bugs clustered before
Bad NeighborhoodKnown problem areas
MoneyRevenue-impacting features
LandmarkNavigate by key features
IntellectualComplex, thinking-intensive features
FedExFollow data through system
Garbage CollectorCleanup and edge cases
MuseumHelp docs and examples
Rained-OutWhat happens when things fail?
Couch PotatoMinimal effort paths
Obsessive-CompulsiveRepetitive actions

Session Note Template

markdown
**Charter:** Explore [area] to discover [what] focusing on [heuristic]
**Time-box:** 60 min | **Tester:** [name] | **Date:** [date]

## Session Notes
- [timestamp] Observation/finding
- [timestamp] Bug: [description] - [severity]
- [timestamp] Question: [unclear behavior]

## Findings Summary
- Bugs: X (Critical: Y, Major: Z)
- Questions: X
- Ideas: X

## Coverage
- Areas explored: [list]
- Heuristics used: [SFDIPOT areas]
- % Time on: Bug investigation 30%, Exploration 50%, Setup 20%

## Next Steps
- [ ] Deep dive on [area]
- [ ] Follow up on question about [topic]

Agent-Assisted Exploration

typescript
// Collaborative exploration session
await Task("Exploratory Session", {
  charter: 'Explore checkout flow for payment edge cases',
  duration: '60min',
  heuristics: ['SFDIPOT', 'FEW_HICCUPPS'],
  tour: 'money',
  collaboration: 'human-navigator-agent-driver'
}, "qe-flaky-test-hunter");

// Agent generates test variations while human observes
await Task("Edge Case Generation", {
  area: 'payment-form',
  variations: ['boundary-values', 'invalid-inputs', 'concurrent-submits']
}, "qe-test-generator");

// Visual exploration
await Task("Visual Exploration", {
  tour: 'landmark',
  focus: 'responsive-breakpoints',
  compare: 'baseline-screenshots'
}, "qe-visual-tester");

Agent Coordination Hints

Memory Namespace

aqe/exploratory/
├── sessions/*           - Session notes and findings
├── charters/*           - Reusable charter templates
├── bug-clusters/*       - Historical bug patterns
└── heuristic-results/*  - What heuristics revealed

Fleet Coordination

typescript
const exploratoryFleet = await FleetManager.coordinate({
  strategy: 'exploratory-testing',
  agents: [
    'qe-flaky-test-hunter',   // Pattern recognition
    'qe-visual-tester',       // Visual anomalies
    'qe-quality-analyzer'     // Risk assessment
  ],
  topology: 'mesh'
});

Pairing Patterns

PatternHuman RoleAgent Role
Driver-NavigatorNavigate strategyExecute variations
Strong-StyleDictate actionsRecord findings
Ping-PongObserve one areaExplore another

Related Skills


Remember

Exploratory testing = simultaneous learning, test design, and test execution.

Not random clicking. Structured, skilled investigation guided by heuristics and oracles. Document discoveries in real-time. Pair testing amplifies findings.

With Agents: Agents generate variations, recognize patterns, and maintain session notes while humans apply judgment and intuition. Combine agent thoroughness with human insight.

Gotchas

  • Agent treats exploratory testing as scripted test execution — remind it: exploration means learning + adapting in real-time
  • Session notes from agents lack the "why I tried this" reasoning — explicitly ask for decision rationale
  • 90-minute sessions cause context overflow — cap at 45 minutes with explicit debrief
  • Agent defaults to happy-path exploration — explicitly assign "Bad Neighborhood" or "Saboteur" tours for negative testing
  • SFDIPOT heuristics are misapplied when agent doesn't understand the domain — provide domain context upfront

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Exploratory Testing Advanced AI skill do?

Advanced exploratory testing techniques with Session-Based Test Management (SBTM), RST heuristics, and test tours. Use when planning exploration sessions, investigating bugs, or discovering unknown quality risks.

Why use Exploratory Testing Advanced on TypingMind?

Because you install it once and use it with any model. Exploratory Testing Advanced is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Exploratory Testing Advanced in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/proffesor-for-testing/agentic-qe/tree/main/assets/skills/exploratory-testing-advanced. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Exploratory Testing Advanced?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Exploratory Testing Advanced?

As many as you like. As long as a model supports skills, you can use Exploratory Testing Advanced with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Exploratory Testing Advanced AI skill free?

Yes. It is published on GitHub by proffesor-for-testing under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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