Pipeline and Workflow

flowchart LR A[Local observations] --> B[Filter] B --> C[Contribution JSON] C --> D[Git push or PR] D --> E[CI merge] E --> F[Merged latest] F --> G[Import] F --> H[Profiles] F --> I[Distillation]

Worked example

mem-sync preview --project platform
mem-sync export --project platform
mem-sync profile --project platform --format md
mem-sync import --project platform
Do not hand-edit merged output

Fix source contributions or merge logic, then rerun mem-sync ci-merge.