cyberneticlibrary

Onboard to unfamiliar codebase in parallel

repo-onboardingworkflowsetup L34
frankxai/agentic-creator-os
What it does

Cold-start understanding of a repo Parallel architecture

Best for

Complex multi-phase orchestrated workflows requiring coordination across role-specialized agents.

Inputs
  • · file_content (markdown/text)
  • · execution_logs (text)
Outputs
  • · markdown_files (md)
  • · structured_data (JSON)
  • · git_commits (git history)
  • · audit_findings (JSON list)
Requires
  • · agent
  • · phase
  • · log
  • · parallel
  • · file_read
  • · git
  • · json_schema
Preconditions
  • · Workflow orchestrator runtime context
  • · LLM agent tier models available
  • · Async runtime environment
Failure modes
  • · Agent timeout or non-response
  • · Phase execution state corruption
  • · Race condition or deadlock in parallel tasks
  • · Promise rejection or timeout
  • · Git operation failure (merge conflict, detached HEAD)
  • · Empty result set causing downstream failures
Trust signals
  • · Structured output schemas with required-field validation
  • · Parallel execution with aggregation and deduplication