cyberneticlibrary

Self-improving development workflow

learning-anything-develop-flowworkflowsetup L40
ziyu4huang/harness_dev
What it does

Self-improving development workflow that learns the Understand-Anything proje...

Best for

Managing multi-stage product lifecycles with validation gates between phases.

Inputs
  • · args: {phases[], tasks?, ...config}
  • · Working directory with source files
Outputs
  • · Execution report with phase results
Requires
  • · Claude agents
  • · WebFetch/HTTP
Preconditions

Workflow orchestration environment; required data sources available

Failure modes
  • · Agent execution timeout
  • · External data source unreachable or rate-limited
  • · Input file missing or malformed
  • · Schema validation failure on agent output
Trust signals
  • · Schema-validated agent outputs
  • · Explicit phase structure with gating
  • · Built-in verification/testing phase