skill-system-cli

Unify multiple CLI scripts by routing domain operations through a single thin dispatcher that delegates execution to specialized sub-scripts without reimplementing core logic. This approach reduces tool fatigue and simplifies orchestration across local and agent contexts.

JSON-on-last-line output is a machine-friendly formatting approach that places structured JSON data on the final line of CLI output. It enables automated workflows and agent contexts to reliably parse execution results from dispatcher commands.

Bootstrap a project and check status by running the unified CLI dispatcher with init and status commands. The CLI enforces idempotent initialization so running bootstrap multiple times safely produces the same project state without duplication.

The unified CLI dispatcher requires Click and PyYAML as Python dependencies. Click handles command-line interface creation and argument parsing, while PyYAML enables reading and processing YAML configuration files used during project initialization and setup.

You can manage tickets, memory, and configuration through a single command-line interface using domain-aware commands. The dispatcher routes tkt-dispatch, mem-dispatch, and config operations to specialized scripts, providing domain-aware help and discovery without reimplementing logic.

Use a thin dispatcher when you need to orchestrate multiple specialized scripts across local and agent contexts without reimplementing their core logic. This approach prevents tool fatigue and maintains separation between orchestration and domain-specific execution.