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Kjell Tore Guttormsen	9a166f93bb	fix(ms-ai-architect): #7a ruting — RAG/MLOps-KB-ruting (F) + forson ROS-last-kontrakt (G) Audit P2 §94-118. Latent engineering-dybde gjøres nåbar; determinisme-løftet repareres. F (ruting til RAG/MLOps-KB): betinget, navngitt Read-ruting (samme mønster som security/cost): - architecture-review-agent.md: RAG-arkitektur + MLOps/GenAIOps lagt i domene-spesifikk last-blokk - research-agent.md: ny lokal KB-baseline for RAG/MLOps-temaer — leses som hypotese, MCP er fasit, avvik flagges - poc.md: betinget steg 3b — RAG/MLOps-kjernefiler forankrer scope + suksesskriterier G (forson ROS-rutingsmotsetning): ett eksplisitt last-kontrakt forsont på tvers av tre kilder. Tidligere: CLAUDE.md «max 3» vs agent 11 filer flatt vs ros.md 5 → ikke-deterministisk lasting. Nå: kjerne (alltid, 4: trusselbibliotek/rubrikker/metodikk/mal) + betinget på trigger (sektor/MAESTRO/DPIA-integrasjon/AI Act). Reflektert i: - ros-analysis-agent.md: «Knowledge Base References» omskrevet til last-kontrakt + AI Act-blokk + «Load KB»-steg bundet til den - CLAUDE.md: header «typisk 3 kjernefiler»; ROS dokumentert som unntak med 4 kjerne + betinget - ros.md: delegeringsprompt skiller kjerne/betinget per kontrakt validate-plugin: 223 PASS Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01REiKFhP4w6xGXXqWKpPCJJ	2026-06-18 17:22:48 +02:00
Kjell Tore Guttormsen	baa2d0220b	feat(ultraplan-local): v1.6.0 — /ultraresearch-local deep research command 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>	2026-04-08 08:58:35 +02:00

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Kjell Tore Guttormsen

9a166f93bb

fix(ms-ai-architect): #7a ruting — RAG/MLOps-KB-ruting (F) + forson ROS-last-kontrakt (G)

Audit P2 §94-118. Latent engineering-dybde gjøres nåbar; determinisme-løftet repareres.

F (ruting til RAG/MLOps-KB): betinget, navngitt Read-ruting (samme mønster som security/cost):
- architecture-review-agent.md: RAG-arkitektur + MLOps/GenAIOps lagt i domene-spesifikk last-blokk
- research-agent.md: ny lokal KB-baseline for RAG/MLOps-temaer — leses som hypotese, MCP er fasit, avvik flagges
- poc.md: betinget steg 3b — RAG/MLOps-kjernefiler forankrer scope + suksesskriterier

G (forson ROS-rutingsmotsetning): ett eksplisitt last-kontrakt forsont på tvers av tre kilder.
Tidligere: CLAUDE.md «max 3» vs agent 11 filer flatt vs ros.md 5 → ikke-deterministisk lasting.
Nå: kjerne (alltid, 4: trusselbibliotek/rubrikker/metodikk/mal) + betinget på trigger
(sektor/MAESTRO/DPIA-integrasjon/AI Act). Reflektert i:
- ros-analysis-agent.md: «Knowledge Base References» omskrevet til last-kontrakt + AI Act-blokk + «Load KB»-steg bundet til den
- CLAUDE.md: header «typisk 3 kjernefiler»; ROS dokumentert som unntak med 4 kjerne + betinget
- ros.md: delegeringsprompt skiller kjerne/betinget per kontrakt

validate-plugin: 223 PASS

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01REiKFhP4w6xGXXqWKpPCJJ

2026-06-18 17:22:48 +02:00

Kjell Tore Guttormsen

baa2d0220b

feat(ultraplan-local): v1.6.0 — /ultraresearch-local deep research command

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>

2026-04-08 08:58:35 +02:00

2 commits