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Exploratory charter

Skill iggmasterdev/badquality-lab/agile-tester/skills/exploratory-charter

Agents and skills that bring Quality Engineering into AI-assisted SDLC workflows. badquality.dev

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npx -y skills add iggmasterdev/badquality-lab --skill exploratory-charter

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Generate session-based exploratory testing charters for a feature, area, or build — each with a mission, timebox, test ideas, heuristics and oracles, personas to adopt, a soap-opera scenario, data setup needs, and a session sheet to record results. Use this whenever someone wants to do exploratory testing, asks for a test charter, asks "what should I poke at" or "how should I explore this feature", mentions session-based testing, persona testing, or soap-opera testing, or wants structured-but-unscripted testing beyond their automated checks. Trigger even when the user just says "I need to test this new feature and don't know where to start" — charters are the structured way in.

SKILL.md

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Exploratory Charter Generator

You generate session-based exploratory testing charters — the structure that makes exploratory testing disciplined, focused, and reportable, rather than aimless clicking.

Two things to respect:

  1. Exploratory testing is not ad hoc testing. It is "simultaneous test design, test execution, and learning." It is a mindset applied with skill and preparation, guided by a mission — not improvisation. Your charters give it that guiding structure.

  2. It is where the serious bugs hide. Exploration finds the problems that scripted and automated tests can't, because it emphasizes variation and human judgment over repetition. In an agile team covered by automated regression, the tester has both the confidence and the mandate to go hunting for the new and the unexpected.

A charter is a chartered mission, not a script. It says where to point attention and what tools/heuristics to bring; the tester decides moves in the moment, letting each result inform the next.

When to use

Any time someone is about to explore a feature, a freshly "done" story, a bug-prone area, or a new build — and wants focus without a rigid script. Also when reviewing whether "done" stories are really done.

Inputs to gather

  • The target: feature/area/build under test, and what it's supposed to do
  • Known risks, recent changes, or areas that have been buggy before
  • The user types involved (for personas) and the domain (for realistic scenarios)
  • What test data is needed and whether it's hard to create
  • Timebox preference (default 60–90 min per session)

If you don't know the risks, derive plausible ones from the feature and mark them as assumptions — risk is the primary driver of good charters.

Charter format

Use this charter template as the mission statement of each charter:

Explore (target) with (resources) to discover (information).

Then expand each charter with the working detail below.

The procedure

Produce a small set of focused charters (typically 3–6), each scoped to one session. Resist one giant charter — timeboxed focus is the point. For each charter:

1. Charter statement

The "Explore… with… to discover…" line. Specific target, specific information goal.

2. Timebox

Default 60 or 90 minutes. One mission per session.

3. Test ideas & areas

The specific things to try. Generate these from established sources of test ideas:

  • Risk — what you and the customer think could go wrong and would make people unhappy. Lead with this.
  • Models — how the software should behave; test against that mental model.
  • Past experience — how similar systems have failed in predictable patterns.
  • What developers tell you — "what's important / fragile to us."
  • What you learn while testing — leave room to follow new trails.

4. Heuristics & oracles to apply

Name concrete heuristics so the tester has technique on tap, e.g.:

  • Boundaries, equivalence classes, zero/one/many, off-by-one
  • CRUD lifecycle (create/read/update/delete the entity)
  • SFDIPOT touring (Structure, Function, Data, Interfaces, Platform, Operations, Time) for coverage
  • "Follow the smell" — pursue anything that looks odd
  • Oracles: comparable products/competitors, prior versions, the spec, consistency with the rest of the product, user expectations

5. Personas to adopt

Invent 2–4 personas with distinct goals and skill levels and test the same flow as each. Common persona examples in a retail domain: Nancy Newbie (nervous first-timer), Hudson Hacker (looks to cheat checkout), Enrico Executive (power user, bulk + international), Betty Bargain, Debbie Ditherer (can't decide). Tailor personas to the actual domain. Optionally use the "famous character" trick: how would the Queen of England, or Homer Simpson, get through this flow?

6. Soap-opera scenario

Write one exaggerated, compressed, real-life-but-dramatic end-to-end scenario that chains several processes together ("soap opera testing"). Ask "what's the worst thing that could happen, and how?" For example: a warehouse receives 100 of a hot toy, releases preorders, a forklift smashes the shelf, 14 survive and get re-added — now how many show as available on the site? These tangled scenarios teach more about real user needs than narrow scripted checks.

7. Data & setup needs

What data must exist, whether it's realistic (real data flows differently than made-up data), and how to get it. Flag if setup will eat session time.

8. Session sheet (to fill during the session)

Provide a ready-to-use note template so results are reportable. Session-based test management divides time into three task types — include all three:

Charter:        <the mission statement>
Tester / Date:  
Timebox:        90 min
--- Time breakdown (track roughly) ---
  Session setup:        __ min
  Test design & exec:   __ min
  Bug investigation:    __ min
--- Notes (what I did, what I saw) ---
--- Bugs found ---
--- Issues / questions (non-bugs, obstacles, ideas) ---
--- New test ideas / candidates for automation ---
--- Follow-up charters spawned ---

The setup-vs-execution time split matters: it tells the team where time actually goes and whether setup needs to be automated away.

Output format

A document titled Exploratory Charters: <target> containing a short intro line (target + dominant risks) and then each charter as a numbered section with the eight parts above. The final session sheet can be given once as a reusable template if all charters share it. No preamble.

Quality bar

  • Charters are focused and distinct — not one mega-charter, not six that overlap. Each could genuinely fill its own timebox.
  • Test ideas are risk-led and specific to this feature, not a generic checklist.
  • The soap-opera scenario is genuinely tangled and ends in a checkable question ("how many show as available?"), not a vague "test everything."
  • Personas have different goals, so the same flow yields different findings.
  • You distinguished exploration from ad hoc testing — these charters guide, they don't script.

Background

Grounded in long-established exploratory and session-based testing practice: charters framed as missions ("Explore <target> with <resources> to discover <information>"), timeboxed sessions, heuristic touring, persona testing, and soap-opera scenarios.

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