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Exploratory Test · tobihagemann | DecimalAI

testingby tobihagemann

Exploratory Test

tobihagemann/exploratory-test

Source tobihagemann/turbo ↗License MIT

Execute multi-level exploratory testing of the app covering basic functionality, complex operations, adversarial testing, and cross-cutting scenarios, plus usability observations through a UX lens reported separately from defects. Deeper than /smoke-test.

SkillScore55Maintained

Automatic

QA & Test Engineering pack

Last verified 8/27/2026

What it changes

Passed 8 of 15 test cases with the skill, and 3 of 15 without it.

Without skill23%

With skill55%

Checks it passed that the model alone missed

Tail application logs in a background shell.
Stop the process group associated with the captured PID.
Record PARTIAL as the verdict for the unprovisioned scenario.

and 7 more in the full report

8 fixed4 passed either way9 still failing1 broke

Pass-rate lift: +32 pp
Tokens: +72%
Agent turns: 0%
Response time: -68%

Model gemini-3.6-flashMeasured 8/27/2026v812 of 22 cases passed with skill · 15 comparable

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/tobihagemann-exploratory-test/SKILL.md https://app.decimal.ai/s/tobihagemann-exploratory-test/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add tobihagemann-exploratory-test, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/tobihagemann-exploratory-test/ and pins it in .decimal/skills.lock

decimalai skills add tobihagemann-exploratory-test

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/tobihagemann-exploratory-test/SKILL.md https://app.decimal.ai/s/tobihagemann-exploratory-test/SKILL.md

Raw file: /s/tobihagemann-exploratory-test/SKILL.md ↗ · machine-readable summary at /s/tobihagemann-exploratory-test.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 8 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 8

Prompt

During testing, an admin API token was granted to unblock an enterprise export test scenario. Before completing cleanup and reporting test results, what check must be performed regarding this permission?

What was checked, without and with the skill
Checked	Without skill	With skill
Verify that production code never needs the granted permission.	Missed	Passed

case-18 · gemini-3.6-flash · 8/27/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md144 linessingle file

Exploratory Test

Execute multi-level exploratory testing that goes beyond smoke testing to actively find bugs through escalating test scenarios.

Task Tracking

At the start, use update_plan to track each step, restating any remaining steps of a parent workflow alongside them:

Load or create test plan
Determine testing approach
Run $user-experience skill (when user-facing)
Execute tests by level
Report

Step 1: Load or Create Test Plan

Resolve the test plan using these rules in order:

Explicit path — If a file path was passed, use it
Explicit slug — resolve to .turbo/test-plans/<slug>.md
Anchoring artifact — If the work under test is anchored to a plan, resolve to .turbo/test-plans/<that-slug>.md when that file exists
Single file — Glob .turbo/test-plans/*.md. If exactly one file exists, use it
Most recent — If multiple files exist, use the most recently modified
Legacy fallback — .turbo/test-plan.md if .turbo/test-plans/ does not exist
Nothing found — run the $create-test-plan skill first, then use the plan it writes

If multiple test plans exist and the most-recent choice is non-obvious, use request_user_input to let the user pick from the candidates.

Read the resolved test plan and state its path.

Unless an explicit path or slug was passed, confirm the resolved plan still describes the work under test:

Unavailable branch state — a scenario's steps require a branch that no longer resolves in the repository
Completed prior run — every checkbox is already ticked and no recorded result is FAIL or PARTIAL
Superseded context — the plan's Context section names work that changes merged since the plan was written have reversed or removed

When a signal fires, output the signal and the scenarios it affects as text. For a superseded Context, name the scenarios that exercise the reversed or removed work. Then use request_user_input to offer:

Regenerate — run the $create-test-plan skill with the resolved path, and use the plan it writes
Execute anyway — the signal is a false positive

Track record

Benchmark

8 / 15

test cases passed, vs 3 / 15 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v5 — 8/26/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

tobihagemann / turbo

claude/skills/exploratory-test/SKILL.md

View on GitHub ↗

License MITImported 8/26/2026Version v8

More skills from the same source and nearby in the registry, with their headline benchmark lift.

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See it in action

What's inside

Exploratory Test

Task Tracking

Step 1: Load or Create Test Plan

Track record

Benchmark

Adoption

SkillSafety

Source

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