qa-ai-assisted plugin
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.
How to install the qa-ai-assisted plugin
Run both commands inside Claude Code. The first adds the marketplace once; the second installs the plugin.
/plugin marketplace add testland/qa
/plugin install qa-ai-assisted@testland-qaWhat's inside qa-ai-assisted
5 parts read from the plugin's own files.
Agents 2
Call as @agent-qa-ai-assisted:name- @agent-qa-ai-assisted:ai-test-curatorsonnet
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.
- @agent-qa-ai-assisted:ai-test-shallow-coverage-criticsonnet
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).
Skills 3
Claude loads it when the task matches- ai-spec-coverage-mapper
Maps existing test suites to specification requirements using an LLM to identify semantic coverage gaps and drift.
- ai-test-generator
Generates test code from acceptance criteria and user stories using an LLM with automated confidence scoring and validation.
- model-based-test-graph-author
Builds state-machine models from complex flows to generate systematic test paths and curated test suites based on coverage criteria.
Using qa-ai-assisted in Claude Code
Ask for an agent by name:
@agent-qa-ai-assisted:ai-test-curator
@agent-qa-ai-assisted:ai-test-shallow-coverage-criticSkills need no command. Claude reads them when your request matches what they describe.
Update, turn off or remove
- Update the plugin (shell)
- claude plugin update qa-ai-assisted@testland-qa
- Refresh the marketplace
- /plugin marketplace update testland-qa
- Turn it off for now
- /plugin disable qa-ai-assisted@testland-qa
- Remove it
- /plugin uninstall qa-ai-assisted@testland-qa
Skills in qa-ai-assisted
- ai-spec-coverage-mappertestland/qa
Maps existing test suites to specification requirements using an LLM to identify semantic coverage gaps and drift.
3 files13stars - ai-test-generatortestland/qa
Generates test code from acceptance criteria and user stories using an LLM with automated confidence scoring and validation.
3 files13stars - model-based-test-graph-authortestland/qa
Builds state-machine models from complex flows to generate systematic test paths and curated test suites based on coverage criteria.
3 files13stars
qa-ai-assisted plugin questions
How do I install the qa-ai-assisted plugin?
In Claude Code run /plugin marketplace add testland/qa, then /plugin install qa-ai-assisted@testland-qa.
What does the qa-ai-assisted plugin include?
qa-ai-assisted bundles 2 agents, 3 skills.
Which agents come with qa-ai-assisted?
ai-test-curator, ai-test-shallow-coverage-critic. Call one with @agent-qa-ai-assisted:ai-test-curator.
How do I update or remove the qa-ai-assisted plugin?
Update it with claude plugin update qa-ai-assisted@testland-qa in your shell, or from the Installed tab of /plugin. Remove it with /plugin uninstall qa-ai-assisted@testland-qa.
What license is the qa-ai-assisted plugin under?
MIT, as stated in the plugin's manifest.