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feat(chat): multi-turn sessions + chat UI, hero preserved

feat(dashboard): plot the agent's tool calls on the canvas

fix(agent): use claude-opus-4-7 to match hackathon + repo-wide config

fix(dashboard): drop /api prefix in prod build

fix(docker): fallback-fetch LFS weights if pointer stub arrives

Pin numpy<2 and scipy<1.14 in Dockerfile

Shorten HF Spaces short_description to fit 60-char limit

Day-2 evening: balanced scenarios, validation notebook, HF Spaces config

Day-2 afternoon: field heatmaps, Dockerfile, README

Add Claude-styled React dashboard

Day-2 morning: UQ tools, SSE API, Streamlit fallback, demo scenarios

Day-1 evening milestone: both engines live, agent answers Q1

Coupled solver: implicit P->T with upwind advection + wells

Energy solver passes 1D conduction benchmark (0.18% err)

GeoForce-Solver pressure solver passes Theis benchmark (0.38% err)

Port GeoForce v1.1 CNN surrogate; smoke test green

Add .gitignore

Add JOURNAL.md — complete build narrative

Add tough-reference skill for deep TOUGH family knowledge

Add ui-engineer subagent + claude-design-system skill for React dashboard

Rename solver to GeoForce-Solver; lock single-phase scope with two-phase stub option

Scaffold Claude Code multi-agent project for hackathon

Add HACKATHON-PLAN.md: 2-day scope for Opus 4.7 hackathon

Initial: seed from ForceX-AI v2-real-transform planning docs