{ "name": "Knowledge freshness loop", "objective": "Keep an agent retrieval corpus current, attributable, policy-compliant, and measurably useful before atomic promotion.", "trigger": { "type": "scheduled", "cadence_or_event": "Daily refresh of changed or expired sources in the approved registry." }, "intake": { "sources": ["approved source registry", "last accepted manifest", "changed documents", "retrieval evaluation set", "access and retention policy"], "selection_rule": "Fetch only approved sources whose checksum changed, freshness window expired, or deletion status changed." }, "workspace": { "isolation": "Versioned candidate corpus and index separate from production.", "allowed_actions": ["fetch approved sources", "parse and deduplicate content", "build a candidate index", "run retrieval and leakage evaluations", "write a promotion receipt"], "disallowed_actions": ["add unapproved domains", "change source access policy", "write directly to production", "retain revoked content"] }, "context": { "required_files": ["source registry", "freshness policy", "data classification policy", "retrieval evaluation set"], "runtime_sources": ["source checksums", "fetch and parse logs", "candidate manifest", "retrieval and grounded-answer metrics"] }, "agents": [ { "role": "Source monitor", "responsibility": "Detect additions, changes, removals, and expired freshness windows." }, { "role": "Curator", "responsibility": "Resolve authority, scope, duplicates, metadata, and quarantine decisions." }, { "role": "Indexer", "responsibility": "Build a versioned candidate corpus and retrieval index." }, { "role": "Evaluator", "responsibility": "Gate freshness, provenance, retrieval quality, grounded answers, and sensitive-data leakage." } ], "verification": { "gates": ["every item maps to an approved canonical source", "required sources meet freshness windows and removals are tombstoned", "retrieval and grounded-answer quality meet baseline", "sensitive or revoked content is absent", "promotion is atomic and reversible"], "receipts": ["source manifest diff", "checksums and fetch times", "parser and index versions", "evaluation results", "promotion or quarantine decision"] }, "state": { "artifacts": ["accepted source manifest", "versioned index", "tombstone ledger", "refresh receipt", "rollback pointer"], "update_rule": "Persist provenance, access class, checksum, parser version, evaluation results, exceptions, and promotion status for every changed source." }, "budget": { "max_retries": 2, "max_runtime_minutes": 120 }, "escalation": { "conditions": ["authoritative sources conflict", "access policy changes", "sensitive data is detected", "parser corruption affects coverage", "freshness and retrieval quality trade off"], "destination": "Knowledge owner, data steward, or security reviewer" }, "exit": { "success": "The versioned candidate passes provenance, freshness, policy, and retrieval gates and is promoted atomically.", "stop_without_success": "No sources changed, a hard gate fails, the budget is exhausted, or owner judgment is required." } }