The problem
Operating the AI Flywheel manually across repositories can make common lifecycle tasks inconsistent.
When lifecycle operations remain entirely manual, teams may interpret the same framework rules differently and struggle to automate routine checks.
The underlying question is not simply whether the project can perform a task, but how that task can remain understandable, repeatable, and safe as conditions change.
The solution
Develop a cross-platform .NET command-line interface for installation, missions, goals, validation, and upgrades.
The README proposes commands for initialization, missions, goals, validation, and upgrades; a stable, cross-platform command interface is the intended operational boundary.
Track this project if you want a .NET-oriented terminal interface to the Flywheel model; verify implemented commands before integrating it.
Who it's for
Developers planning to operate Flywheel workflows from a terminal or CI pipeline.
A practical fit is a reader or maintainer who wants a defined workflow and documented boundaries rather than an unexplained one-off operation.
Track this project if you want a .NET-oriented terminal interface to the Flywheel model; verify implemented commands before integrating it.
How it works
Key capabilities and concepts. See the project documentation or source code for implementation details.
Planned installation and initialization commands
Planned installation and initialization commands.
The README proposes commands for initialization, missions, goals, validation, and upgrades; a stable, cross-platform command interface is the intended operational boundary.
Planned mission and goal management, validation, and upgrades
Planned mission and goal management, validation, and upgrades.
The design prioritizes a coherent command contract over adding ad hoc commands quickly; the current development status matters when evaluating availability.
Designed for cross-platform use and machine-readable automation output
Designed for cross-platform use and machine-readable automation output.
Track this project if you want a .NET-oriented terminal interface to the Flywheel model; verify implemented commands before integrating it.
Design decisions that matter
- Plan consistent, script-friendly commands.
Plan consistent, script-friendly commands.
The design prioritizes a coherent command contract over adding ad hoc commands quickly; the current development status matters when evaluating availability.
- Keep the command surface cross-platform.
Keep the command surface cross-platform.
When lifecycle operations remain entirely manual, teams may interpret the same framework rules differently and struggle to automate routine checks.
- Preserve repository-specific information during planned upgrades.
Preserve repository-specific information during planned upgrades.
The README proposes commands for initialization, missions, goals, validation, and upgrades; a stable, cross-platform command interface is the intended operational boundary.
Explore the implementation
Under active development. Commands and behavior described as planned should not be treated as shipped until verified in the repository.
The design prioritizes a coherent command contract over adding ad hoc commands quickly; the current development status matters when evaluating availability.
For exact current usage, prerequisites, and release status, consult the source repository.
Related articles
Engineering context and lessons behind this project.