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Aqa Flow · griddynamics | DecimalAI

testingby griddynamics

Aqa Flow

griddynamics/aqa-flow

Source griddynamics/rosetta ↗License Apache-2.0

Router workflow for test automation: routes to ui-aqa-flow, api-aqa-flow, or testgen-flow. Kept for backward compatibility.

SkillScore87Maintained

Automatic

QA & Test Engineering pack

Last verified 8/20/2026

What it changes

Passed 20 of 23 test cases with the skill, and 6 of 23 without it.

Without skill26%

With skill87%

Checks it passed that the model alone missed

The response routes to ui-aqa-flow.md.
The response routes to api-aqa-flow.md.
The response routes to testgen-flow.md.

and 8 more in the full report

17 fixed3 passed either way0 still failing3 broke

Pass-rate lift: +61 pp
Tokens: -54%
Agent turns: 0%
Response time: -68%

Model gemini-3.6-flashMeasured 8/20/2026v120 of 23 cases passed with skill

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/griddynamics-aqa-flow/SKILL.md https://app.decimal.ai/s/griddynamics-aqa-flow/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add griddynamics-aqa-flow, 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/griddynamics-aqa-flow/ and pins it in .decimal/skills.lock

decimalai skills add griddynamics-aqa-flow

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

curl -fsSL --create-dirs -o .claude/skills/griddynamics-aqa-flow/SKILL.md https://app.decimal.ai/s/griddynamics-aqa-flow/SKILL.md

Raw file: /s/griddynamics-aqa-flow/SKILL.md ↗ · machine-readable summary at /s/griddynamics-aqa-flow.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 17 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 17

Prompt

Here is the Jira ticket description for the user profile feature. I don't want any automation code written right now; I just need you to derive test cases from the requirements so we can push them to TestRail.

What was checked, without and with the skill
Checked	Without skill	With skill
The response explicitly routes to testgen-flow.md.	Missed	Passed
The response refrains from writing test code.	Passed	Passed

case-03 · gemini-3.6-flash · 8/20/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md27 linessingle file

<aqa_flow>

<description_and_purpose>

Backward-compatible entry point for test-automation requests. The former monolithic AQA workflow was split into three specialized flows; this router classifies the request and dispatches to exactly one of them. It performs no phase work itself.

</description_and_purpose>

Classify the user's request and route (invoke the target flow with the user's original request verbatim):

Request is about…	Route
UI / browser / E2E test automation — page objects, selectors, UI test implementation or correction	USE FLOW `ui-aqa-flow.md`
Backend API test automation — API contracts, Swagger/OpenAPI, request/response tests, API test implementation or correction	USE FLOW `api-aqa-flow.md`
Generating test cases / requirements from tickets and docs (Jira/Confluence), exporting cases to a TMS — no test code	USE FLOW `testgen-flow.md`

Signals: UI — browser, page, selector, Playwright/Cypress/Selenium, E2E, frontend; API — endpoint, Swagger/OpenAPI, REST, request/response, backend tests; testgen — requirements analysis, test-case design from a ticket, TestRail export without automation.
Mixed request (e.g. both UI and API automation): name the split, propose running the flows sequentially, and let the user pick the order.
Unclear request (no reliable signal): ASK the user which flow applies — present the three options with a one-line description each. Do NOT guess; the flows write different artifact sets.
Route exactly once; the target flow owns everything downstream (phases, state, HITL gates). — You MUST fully execute loaded workflow following its entire definition for all request sizes, workflow WAS created to fix your failure modes (deviations, and weak process adherence, and shallow analysis), workflow is PRIMARY deterministic process to resolve the original user request

</aqa_flow>

Track record

Benchmark

20 / 23

test cases passed, vs 6 / 23 without

Adoption

Users: 1
Times used: 1

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

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

griddynamics / rosetta

plugins/core-antigravity/skills/aqa-flow/SKILL.md

View on GitHub ↗

License Apache-2.0Imported 8/26/2026Version v1

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