glpi-neuroforge-mega/docs/RELEASE-v1.5.5.md

GLPI NeuroForge Mega v1.5.5

v1.5.5 turns the autonomous Research → Staging path into a production-grounded pipeline. The release follows a live Windows 11 DISM 0x800f081f test where the technical pipeline completed but the synthesized draft recommended the wrong SFC/DISM order and relied mostly on non-primary web sources.

Production quality gates

• Source authority ranking: selected evidence is ordered by first-party/vendor authority before confidence/recency while retaining source diversity.
• Authoritative-source requirement: production Compose requires at least one authoritative source in the evidence actually supplied to the synthesizer. Operator-specific domains can be added without replacing the built-in vendor set.
• Vendor-community distinction: Microsoft Q&A under learn.microsoft.com/.../answers/... remains useful corroboration but is not counted as primary Microsoft documentation.
• Authority-aware query planning: deterministic goal research reserves a first-party site: query for recognized vendors such as Microsoft, Fortinet, NVIDIA, Cisco, Broadcom/VMware, Red Hat, Ubuntu and Apple.
• Critical identifier guard: newly synthesized error codes, CVEs, Microsoft KB IDs, versions and command switches must already exist in the selected evidence bundle.
• Claim → Evidence verification: a separate critic pass receives numbered draft statements (S*) and numbered evidence (E*) and must account for every material statement with explicit evidence IDs.
• Authoritative action gate: commands/recommendations require at least one authoritative evidence item when the production default is enabled.
• Contradiction handling: unsupported or contradicted statements fail closed. One evidence-only grounding rewrite may remove/correct unsupported content; the entire rewritten draft is then verified again.
• Auditable JSON: Staging metadata now persists source authority, independent origins, authoritative-source count, claim coverage, statement evidence IDs, contradictions and repair status.
• Independent corroboration semantics: multiple URLs/pages on the same registrable source origin no longer inflate research_corroborations as independent confirmation.

Defaults

The root Compose enables the production gates by default:

NEUROFORGE_KB_STAGING_REQUIRE_AUTHORITATIVE_SOURCE=true
NEUROFORGE_KB_STAGING_MIN_AUTHORITATIVE_SOURCES=1
NEUROFORGE_KB_STAGING_VERIFY_CLAIMS=true
NEUROFORGE_KB_STAGING_MIN_CLAIM_COVERAGE=1.0
NEUROFORGE_KB_STAGING_REQUIRE_AUTHORITATIVE_ACTIONS=true
NEUROFORGE_KB_STAGING_MAX_VERIFICATION_STATEMENTS=24
NEUROFORGE_KB_STAGING_VERIFICATION_REPAIR=true

NEUROFORGE_KB_STAGING_AUTHORITATIVE_DOMAINS is additive. Keep it empty unless the deployment uses first-party documentation hosts not covered by the built-ins.

Governance

The bridge still writes only human-review staging. The Knowledge integration enforces auto_reply=false; production Knowledge promotion remains a human action.