Resume Pipeline

Resume the requested analysis

1. Identify the exact run. Inspect question, inputs, plan and status. If several match, ask which one. A latest link does not select the user's intended work.
2. Version 3 state uses helpers.pipeline.controller.Controller. Never overwrite or reinterpret legacy state as version 3. Offer a new run with explicitly selected, verified legacy artifacts while retaining the originals.
3. For blocked approval gates, show evidence and request approval. Record it only after receiving it, with checkpoint, actor and reason. Local records are not authenticated identities.
4. For failures, inspect the cause before retrying. Confirm an interrupted worker is no longer running. Never remove a lock while another controller is active.
5. Run python -m helpers.pipeline.controller run EXACT_RUN_DIRECTORY, with --retry-failed only for an intentional retry. Code validates definition and artifact hashes and skips valid completed work. Changed definitions/artifacts require a new reviewed run; do not silently reuse stale work.
6. Report the actual final status and outputs. Never manually change statuses or create a deck for a plan that did not request one.

Authentication, tool permissions and workflow approvals are separate requirements. See docs/PIPELINE-CONTROLLER.md for recovery and migration details.