Use this skill when an agent needs to extract structured data from a PDF or other document using GroundX. Triggers include drafting or iterating an extraction YAML schema, compiling workflow JSON, running an extraction, comparing output to ground truth, debugging missing or wrong fields, and planning a serious extraction pilot. Platform API operations delegate to `groundx-api`.
How this skill is triggered — by the user, by Claude, or both
Slash command
/groundx-agent-harness:groundx-extraction-workflowsThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
This skill is schema-first: the durable artifact is a YAML schema;
CHANGELOG.mdreferences/10_debugging_methodology.mdreferences/1_extraction_loop.mdreferences/2_schema_design.mdreferences/3_prompt_pipeline.mdreferences/4_sdk_integration.mdreferences/5_validation.mdreferences/6_known_limitations.mdreferences/7_promote_to_project.mdreferences/8_iteration_and_feedback.mdreferences/9_testing_methodology.mdreferences/README.mdreferences/customer-onboarding.mdreferences/openspec-pilots.mdtemplates/cleanup_orphans.pytemplates/compare.pytemplates/compile_workflow.pytemplates/prompt.yamltemplates/requirements.txttemplates/run_extraction.pyThis skill is schema-first: the durable artifact is a YAML schema;
compile_workflow.py translates it into workflow JSON; platform execution
delegates to groundx-api.
artifact.groundx-api; deployment questions route to
groundx-on-prem; architecture questions route to groundx-architecture.groundx-api.references/README.md.references/customer-onboarding.md and
optionally references/openspec-pilots.md.prompt.yaml using references/2_schema_design.md and
references/3_prompt_pipeline.md.workflow.json with templates/compile_workflow.py.groundx-api.templates/compare.py when ground truth exists.This skill produces prompt.yaml, compiled workflow.json, extracted JSON after
groundx-api execution, and an accuracy report when ground truth exists. A deployable
project scaffold is not part of the default deliverable.
groundx-api.npx claudepluginhub groundx-studio/groundx-agent-harness --plugin groundx-agent-harnessProvides UI/UX resources: 50+ styles, color palettes, font pairings, guidelines, charts for web/mobile across React, Next.js, Vue, Svelte, Tailwind, React Native, Flutter. Aids planning, building, reviewing interfaces.
Fetches up-to-date documentation from Context7 for libraries and frameworks like React, Next.js, Prisma. Use for setup questions, API references, and code examples.