Lukker målte eval-FAIL i optimaliseringsfasen (krav 4):
Steg 1 (refTall): engineering agent-orchestration 20→24 (faktisk på disk)
+ total 149→153; governance npsg 29→30; fjerner inkonsistent 24/20-dobbel-
sitering. Verifisert: eval refCountConsistency PASS for alle 5.
Steg 2 (døde ref-paths i governance §4 monitoring-bullets — bare-filnavn,
derfor ufanget av kb-integrity): azure-monitor-ai-services-setup →
azure-monitor-setup-ai-workloads; drift-detection-automated-retraining →
model-performance-drift-detection. Begge fant ekte filer på disk (STATE
flagget kun den ene; den andre er et verifiseringsfunn). Grep: ingen døde igjen.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01REiKFhP4w6xGXXqWKpPCJJ
Pre-trekexecute snapshot of in-progress CLAUDE.md/SKILL.md edits and
extracted docs/ files. Captured as one commit so /trekexecute claude-design
can run against a clean working tree.
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
Add /ultraresearch-local for structured research combining local codebase
analysis with external knowledge via parallel agent swarms. Produces research
briefs with triangulation, confidence ratings, and source quality assessment.
New command: /ultraresearch-local with modes --quick, --local, --external, --fg.
New agents: research-orchestrator (opus), docs-researcher, community-researcher,
security-researcher, contrarian-researcher, gemini-bridge (all sonnet).
New template: research-brief-template.md.
Integration: --research flag in /ultraplan-local accepts pre-built research
briefs (up to 3), enriches the interview and exploration phases. Planning
orchestrator cross-references brief findings during synthesis.
Design principle: Context Engineering — right information to right agent at
right time. Research briefs are structured artifacts in the pipeline:
ultraresearch → brief → ultraplan --research → plan → ultraexecute.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
