cyberneticlibrary
← library

Classify commits into feature buckets

reclassify-commitsworkflowsetup L2★1
gnick18/ResearchOS ↗
What it does

Classify git commits by feature

Best for

Batch-labeling hundreds of commits into coherent features without manual triage.

Inputs
  • · batch JSON files with commit metadata
Outputs
  • · classifications array with sha and label
Requires
  • · Workflow agent runtime
  • · Parallel execution
  • · JSON schema validation
Preconditions
  • · Workflow runtime with phase() support
  • · Parallel execution support
  • · Input validates against schema
Failure modes
  • · Timeout in parallel agent execution
  • · Agent returns invalid schema
  • · Missing required input fields
  • · Downstream agent/tool failure
  • · Network/API unavailability
Trust signals
  • · JSON schemas define phase outputs
  • · Required fields enforced
  • · Structured phase-driven flow
  • · Explicit parallelization semantics
  • · Strict schema validation