cyberneticlibrary

Self-improve deepseek CLI app

deepseek-cli-self-improveworkflowsetup L40
ziyu4huang/harness_dev
What it does

Iterative self-improving workflow for deepseek-cli bun app. Uses bun-app own ...

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
Preconditions

Workflow orchestration environment; required data sources available

Failure modes
  • · Agent execution timeout
  • · Input file missing or malformed
  • · Schema validation failure on agent output
  • · Phase dependency not met (prior phase incomplete)
Trust signals
  • · Schema-validated agent outputs
  • · Explicit phase structure with gating
  • · Transient error handling (retry logic)
  • · Built-in verification/testing phase