Sam Stainsby
Community@stainsby · Brisbane, Australia
Brisbane-based machine learning addict, PhD, technical director of Sustainable Software. 40+ yeas of coding. AI tamer.
Agent Skills by Sam Stainsby
Showing 16 vetted skills indexed across 1 GitHub repositories.
stainsbypapi-sdlc-user-stories
Generates SDLC user stories with actor, goal, and falsifiable acceptance criteria templates.
stainsbypapi-sdlc-fix
Create defect fix tasks with evidence capture and root-cause analysis.
stainsbypapi-sdlc-onboard
Establish component hierarchy and reference architecture for PAPI SDLC onboarding.
stainsbypapi-sdlc-task-component
Plan and execute component-level SDLC tasks with frontmatter-driven metadata.
stainsbypapi-sdlc-sprint
Coordinate bounded sprint work with phase gates and standardized templates.
stainsbypapi-sdlc-task-development
Plan and coordinate cross-component SDLC tasks using a standardized development task template.
stainsbypapi-templates-understand
Review PAPI templates against base-template guidelines for consistent document structure.
stainsbypapi-sdlc-task-compliance-audit
Verify component implementations align with specifications and validate capability DAG integrity.
stainsbypapi-autonomous-work
Orchestrate autonomous task execution and progress tracking for software projects.
stainsbypapi-sdlc-understand
Enforces PAPI's SDLC methodology and component model for all software tasks.
stainsbypapi-sdlc-validate-capabilities-dag
Validate capability dependency DAGs in YAML component specifications for cycles and invalid references.
stainsbypapi-sdlc-task-fulfilment-audit
Evaluate implemented capabilities against user stories using structured fulfilment audits.
stainsbypapi-sdlc-component-specification
Create and version component specifications with formal frontmatter for PAPI SDLC.
stainsbypapi-process-improvement
Audit completed tasks and documents to propose corrective process improvements.
stainsbypapi-sdlc-assimilate
Assimilate legacy project artefacts into PAPI SDLC processes using templates.
stainsbypapi-tasks-understand
Standardize task planning with template-driven task documents and status tracking.