qc-workflow-component-inspection
Summary
Reconstruct and validate the structural integrity of QC workflow component definitions bundled in metabolomics software releases. This skill verifies schema compliance, field presence, and type consistency across workflow metadata and step declarations.
When to use
Apply this skill when you have acquired a versioned QC workflow definition file (YAML or JSON) from a metabolomics QC system release (e.g., v1.0.0) and need to verify that all required workflow metadata fields (name, version, inputs, outputs, steps) are present, properly structured, and type-consistent before downstream integration or execution.
When NOT to use
- The workflow definition is already validated and integrated into a running pipeline.
- You lack the schema specification or validation rules for the target release version.
Inputs
- workflow definition file (YAML or JSON format)
- v1.0.0 schema specification or validation rules
- commit reference or repository snapshot
Outputs
- parsed workflow component structure
- validation report (schema compliance, errors, warnings)
- structured metadata fields (name, version, inputs, outputs, steps)
How to apply
Locate the workflow definition file in the target repository commit. Parse the file using a YAML or JSON schema validator appropriate to the declared v1.0.0 specification. Verify presence of all required qc_workflow_component fields and validate that metadata (name, version, inputs, outputs, steps) conform to expected types and structure. Scan for syntax errors, undefined references, and type mismatches across component definitions. Generate a validation report documenting schema compliance and any detected structural issues.
Related tools
Evaluation signals
- All required workflow metadata fields are present and non-null
- No syntax errors or undefined references detected in the parsed structure
- Field types (string, list, dict) match the schema specification
- qc_workflow_component declaration is structurally valid according to v1.0.0 rules
- Validation report documents zero critical schema violations
Limitations
- Validation scope is limited to structural and type consistency; runtime behavior or execution errors are not detected by this inspection alone.
- Schema validation depends on availability of the exact v1.0.0 specification; mismatched or missing schema definitions will reduce validation fidelity.
- Manual expert review may be required to interpret validation warnings or detect domain-specific semantic errors beyond schema conformance.
Evidence
- [other] What is the structure and composition of the QC workflow definition file declared in commit d441874 for the v1.0.0 release of QC4metabolomics?: "the structure and composition of the QC workflow definition file declared in commit d441874 for the v1.0.0 release"
- [other] 1. Locate the workflow definition file in the QC4metabolomics repository (commit d441874). 2. Parse the workflow definition using a YAML or JSON schema validator appropriate to v1.0.0 specification. 3. Verify presence and structural integrity of the qc_workflow_component declaration. 4. Validate all required workflow metadata fields (name, version, inputs, outputs, steps). 5. Check for syntax errors, undefined references, and type consistency across component definitions. 6. Generate a validation report documenting schema compliance and any detected issues.: "Validate all required workflow metadata fields (name, version, inputs, outputs, steps). 5. Check for syntax errors, undefined references, and type consistency across component definitions. 6."
- [readme] QC systems for metabolomics studies: "QC systems for metabolomics studies"
1---2name: qc-workflow-component-inspection3description: Use when you have acquired a versioned QC workflow definition file (YAML or JSON) from a metabolomics QC system release (e.g., v1.0.4license: CC-BY-4.05---67# qc-workflow-component-inspection89## Summary1011Reconstruct and validate the structural integrity of QC workflow component definitions bundled in metabolomics software releases. This skill verifies schema compliance, field presence, and type consistency across workflow metadata and step declarations.1213## When to use1415Apply this skill when you have acquired a versioned QC workflow definition file (YAML or JSON) from a metabolomics QC system release (e.g., v1.0.0) and need to verify that all required workflow metadata fields (name, version, inputs, outputs, steps) are present, properly structured, and type-consistent before downstream integration or execution.1617## When NOT to use1819- The workflow definition is already validated and integrated into a running pipeline.20- You lack the schema specification or validation rules for the target release version.2122## Inputs2324- workflow definition file (YAML or JSON format)25- v1.0.0 schema specification or validation rules26- commit reference or repository snapshot2728## Outputs2930- parsed workflow component structure31- validation report (schema compliance, errors, warnings)32- structured metadata fields (name, version, inputs, outputs, steps)3334## How to apply3536Locate the workflow definition file in the target repository commit. Parse the file using a YAML or JSON schema validator appropriate to the declared v1.0.0 specification. Verify presence of all required qc_workflow_component fields and validate that metadata (name, version, inputs, outputs, steps) conform to expected types and structure. Scan for syntax errors, undefined references, and type mismatches across component definitions. Generate a validation report documenting schema compliance and any detected structural issues.3738## Related tools3940- **QC4Metabolomics** (source repository containing workflow component definitions for metabolomics QC systems) — http://stanstrup.github.io/QC4Metabolomics/4142## Evaluation signals4344- All required workflow metadata fields are present and non-null45- No syntax errors or undefined references detected in the parsed structure46- Field types (string, list, dict) match the schema specification47- qc_workflow_component declaration is structurally valid according to v1.0.0 rules48- Validation report documents zero critical schema violations4950## Limitations5152- Validation scope is limited to structural and type consistency; runtime behavior or execution errors are not detected by this inspection alone.53- Schema validation depends on availability of the exact v1.0.0 specification; mismatched or missing schema definitions will reduce validation fidelity.54- Manual expert review may be required to interpret validation warnings or detect domain-specific semantic errors beyond schema conformance.5556## Evidence5758- [other] What is the structure and composition of the QC workflow definition file declared in commit d441874 for the v1.0.0 release of QC4metabolomics?: "the structure and composition of the QC workflow definition file declared in commit d441874 for the v1.0.0 release"59- [other] 1. Locate the workflow definition file in the QC4metabolomics repository (commit d441874). 2. Parse the workflow definition using a YAML or JSON schema validator appropriate to v1.0.0 specification. 3. Verify presence and structural integrity of the qc_workflow_component declaration. 4. Validate all required workflow metadata fields (name, version, inputs, outputs, steps). 5. Check for syntax errors, undefined references, and type consistency across component definitions. 6. Generate a validation report documenting schema compliance and any detected issues.: "Validate all required workflow metadata fields (name, version, inputs, outputs, steps). 5. Check for syntax errors, undefined references, and type consistency across component definitions. 6."60- [readme] QC systems for metabolomics studies: "QC systems for metabolomics studies"
HolobiomicsLab 