specskills-propose

To automate change proposal generation from natural language input, describe your intended change and the pipeline will produce the complete artifact package. It enforces deterministic ordering via a status graph to generate proposal, design, and tasks documents in a single run.

The best way to retrieve stalled change management artifacts is to resume the pipeline run. It supports recovery from interrupted sessions, validating file I/O and resolving dependencies to complete the missing proposal, design, and tasks outputs.

Deterministic pipeline ordering for design artifact generation works by enforcing strict status dependencies. It resolves applyRequires graphs to ensure each artifact is produced sequentially, preventing out-of-order execution and validating file I/O throughout the process.

Yes, you can isolate internal context to prevent leakage into generated artifacts. The pipeline enforces safe orchestration by separating internal rules and context from the final output, ensuring the proposal, design, and tasks remain clean and deterministic.

When file I/O errors occur during proposal generation, the resilient build catches and attempts recovery. If the I/O failure is unrecoverable, the pipeline aborts to prevent corrupted artifacts, ensuring your change management outputs remain intact and valid.

Yes, you need dependency resolution to initiate a new SpecSkills change. The pipeline resolves applyRequires graphs to correctly order artifact generation, ensuring your natural language input translates accurately into proposal, design, and tasks outputs.