Enables AI agents to investigate and repair Python/pytest repositories in isolated Git worktrees with audit trails, without modifying the original repository.
Provides a code-quality backend MCP tool that automatically writes and repairs pytest tests, runs them in a sandbox, validates their effectiveness via mutation testing, and surfaces suspected source bugs for human review.
Generates a pytest suite from acceptance criteria withheld from the coding agent, so the tests can disagree with the code; qikly_run never returns the criteria.
The CLI also scores an existing suite by planting faults, and ships as an agent Skill (qikly --install-skill).
Runs locally (uvx --from "qikly[mcp]" qikly-mcp): your code and API key stay on your machine.