claude

qa-ai-assisted

AI-assisted test generation: LLM-written tests from natural-language specs with confidence scoring, spec coverage gap mapping, and model-based testing. Builds state-machine models and turns them into test suites, and adds adversarial review agents (ai-test-curator, ai-test-shallow-coverage-critic) that catch hallucinated APIs, weak assertions, and happy-path-only coverage.

13 on GitHubby testlandv1.4.4MITupdated yesterdayai-ml
/

Plugin qa-ai-assisted from marketplace testland-qa in testland/qa. Commands read from the repo's manifest — today.

What it installs

Skills (3)

  • ai-spec-coverage-mapper

    Use when a spec and a test suite both exist but nobody can say which requirements are covered, before a release sign-off, an audit or planning test effort. Uses an LLM to map existing tests to spec sections, outputs a coverage matrix per spec ID and names the gaps. It does not write new tests.

  • ai-test-generator

    Use for any question or task about generating tests with an LLM from acceptance criteria, user stories or requirements, including whether it works and why generated tests assert the wrong thing. Scores confidence per test case (self-assessment plus assertion, naming and completeness checks), batches

  • model-based-test-graph-author

    Use when a complex stateful flow (checkout, onboarding, multi-step wizard) needs systematic model-based coverage that ad-hoc tests miss. Builds a state-machine model, checks it is complete, picks a coverage criterion, generates covering paths and turns them into a curated test suite.

Subagents (2)

  • ai-test-curator

    Use proactively whenever tests were generated by an LLM or AI tool, before they merge. Flags hallucinated APIs and imports, weak assertions such as toBeTruthy, redundancy with existing tests and missing setup or teardown, and refuses to mark tests ready while a high-confidence issue remains.

  • ai-test-shallow-coverage-critic

    Use proactively whenever AI-generated or look-alike tests may cover only the happy path. Scores each public entry point for equivalence partitions, boundary values and error paths, and gives PASS, SHALLOW or N/A per axis with evidence. Not for weak assertions or invented APIs (ai-test-curator).

View source on GitHub testland.io

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Test process and strategy: risk-based testing, test strategies, Definition of Done, smoke gates, test pyramid balance, effort estimates and post-mortems. Also covers E2E suite budgets, test ideas from stories and live features, framework choice, and attack-surface checklists. Agents (release-readiness-checker, quality-coach, release-engineer) run multi-gate go / no-go checks, audit work against the Definition of Done, and walk a release runbook with human gates.

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Test data engineering: Faker and factories, WireMock and MSW API mocks, seed datasets, golden files, and boundary, pairwise and negative test inputs. Includes FactoryBot, Mimesis and Bogus, a Mountebank reference, synthetic PII, and a malicious payload bank. Agents (golden-file-manager, test-data-setup-agent) maintain snapshot baselines and set up a feature's full test-data layer.

12 skills · 2 agents

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Test reporting and coverage analytics: JUnit XML, LCOV and Cobertura parsing, Allure reports, coverage diffs, and test run summaries for pull requests. Also covers JaCoCo and coverage.py analysis, risk-ranked coverage targets, TestRail / Xray / Zephyr Scale result sync, and Currents analytics. Agents (daily-test-suite-aggregator, release-quality-report-agent) roll up daily results across suites and assemble a release-quality go / no-go report. Jest and Vitest coverage lives in qa-unit-tests-js.

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Test code review for test files only: conventions, isolation, object-model patterns, framework architecture audits, and test suite health checks. Includes a framework blueprint for new suites and a test design scorecard. Agents (test-code-critic, e2e-selector-quality-critic, framework-architecture-auditor, test-suite-health-auditor) review structure, assertions and mocking, selector fragility, framework architecture, and suite health. Production code is out of scope.

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