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GEWU/agents/gewu/pipelines/ingest.md
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Ingestion pipeline

Version 0.1.0. Host-executed procedure for kb-ingest; not a background scheduler. Follow the contribution protocol for budgets, checkpoints and retry identity.

Stage Input Output / checkpoint Gate
Context User-selected material and explicit project Objective, lens, scope, run identity and pinned pack versions Required tools/schema are available; otherwise report blocked.
Capture Selected bytes/URL and source candidates Verified upload/capture IDs, archive/extraction availability Upload is staged; retain exact source revision/map.
Triage Source plus project lens Included sections and skip/defer reasons Bound the batch; preserve coverage.
Extract Included sections and immutable maps Atomic proposal draft with field-level evidence Exact quotes/locators; no invented revisions.
Assess Assertion/evidence bindings Support judgments, assessor/run and rationale Unsupported/unavailable claims remain drafts.
Submit Complete bounded bundle and base revision Proposal identity, validation findings and eventual receipt Every affected domain's policy applies; protected decisions remain external.
Report Receipts and coverage records Accepted/held work, index state, limitations and resume point Never equate partial acceptance or upload with complete processing.

Resume inspects service status and retained output hashes before returning to a stage. Changed assertion/evidence invalidates assessment and later stages. Correct only actionable findings; repeated identical failure stops for diagnosis. Pipeline instructions may be replaced independently of the skill's extraction criteria if these input/output and recovery obligations remain valid.