Giskard-AI

Guides implementation of new or changed eval checks in the giskard-checks package—Check subclasses, discriminated kind registration, public exports, and tests. Use when adding or modifying built-in checks, LLM-based judges, @Check.register kinds,…

Use when pip-audit (or a CVE/GHSA advisory, Dependabot, or security scan) flags a vulnerable Python dependency in giskard-oss and it needs upgrading to a fixed version in the uv lockfile.

Run the giskard-oss verification gate (format, check, unit tests) for a package

Describes the merge-ready workflow for the giskard-oss monorepo using the repository root Makefile and the same steps as GitHub Actions—format, check, unit tests, optional pre-commit. Use when preparing or updating a pull request, confirming CI will pass,…

Run the full code quality gate for the giskard-oss monorepo—format, lint, typecheck, and unit tests across all packages. Use when finishing a feature, before opening a PR, or when the user asks to check quality or run the gate.

Generates tailored giskard.checks evaluation suites for RAG (Retrieval-Augmented Generation) systems. Use whenever a user describes a Q&A bot grounded in documents, a knowledge-base chatbot, a retrieval system, or wants to evaluate answer groundedness,…

Generates tailored giskard.checks test scenarios and suites for AI agents. Use when user describes their agent and fears, asks to "create scenarios", "test my agent", "generate checks", "evaluate my chatbot", "red-team my AI", or wants to build adversarial…

Export Giskard scan results into Collibra AI Governance. Use this whenever the user asks to export, push, sync, or import a Giskard scan, agent, or project (e.g. "Zephyr") into Collibra, or to update Collibra AI Governance assets, monitors, or Quality-tab…

Use when the Giskard OSS documentation needs updating against a giskard-oss revision (main or a tag), when giskard-checks has been released or bumped, or when the docs may be stale relative to the library.

Write comprehensive, user-focused documentation following the Diataxis framework. Use this skill when creating or improving tutorials, how-to guides, reference documentation, or explanatory content. Helps identify the right documentation type and apply best…