App panels: Model-at-a-glance, EAD & EIR method, How-grounding-works, Notes header link (dossier-v2 propagation)

Ship macro/FRED interpretation feature: per-variable coefficient interpretation fields (unit_meaning/transformation/lag/fred_series/economic_channel/hazard_ratio_per_unit/worked_example) across variable_dictionary, coefficients, macro_glossary, freddie/hazard; UI hazard-ratio column + expandable interpretation panels + How-to-read intro panels.

Dockerfile: restore freddie/mdd COPY lines (context now includes them)

dockerignore: whitelist outputs/freddie + outputs/mdd (root cause of 9 COPY failures)

Temporarily disable outputs/freddie + outputs/mdd COPY to restore the Space to RUNNING (persistent build-checksum issue, data already in repo, see gate report)

Restore outputs/mdd (accidentally deleted-not-readded by prior atomic commit)

Restore outputs/freddie (accidentally deleted-not-readded by prior atomic commit)

Delete+re-add outputs/freddie and outputs/mdd in one atomic commit (fresh tree objects; 6 consecutive build attempts failed checksum-not-found on the old refs)

Retrigger build (LFS resolution race on outputs/freddie+mdd, content unchanged otherwise)

Upload folder using huggingface_hub

Upload folder using huggingface_hub

Upload docs/api_contract.md with huggingface_hub

Upload app/ui/src/tabs/FreddieTab.jsx with huggingface_hub

Upload app/ui/src/styles.css with huggingface_hub

Upload app/ui/src/app.jsx with huggingface_hub

Upload app/ui/src/api.js with huggingface_hub

Upload app/api/main.py with huggingface_hub

Upload README.md with huggingface_hub

Upload Dockerfile with huggingface_hub

Ship reasoned-route spelled-out-number guard fix

Retrigger stalled build (queue wedge, content unchanged)

README: UI v3 design-pass summary, test count 513

UI v3: fintech-direction design pass (5 grafts), waterfall historical-mode fix, explain-strip placement + shared hook, palette contrast fix

Fix .gitattributes: restore filter=lfs for parquet/joblib/pt/png so Docker-build checkout resolves real LFS content (not pointer stubs)

Fix Space README: restore YAML frontmatter, add App v2 + Tier-2 summary

Ship App v2 + Tier-2 sandbox (5-tab UI, analyze_data, contract-first API)

remove ScenarioControls.jsx (split into Scenario Lab tab)

Fix: restore Space frontmatter (docker sdk/app_port) in README; add Tier-3/MCP mentions + 422 test count

Stretch: Tier-3 doc retrieval (query_model_docs) + MCP server; ship wiki/knowledge/skill-scripts in image

UI: action-effect waterfall + header updates + stage-horizon guide (WaterfallChart.jsx)

UI: action-effect waterfall + header updates + stage-horizon guide (ScenarioControls.jsx)

UI: action-effect waterfall + header updates + stage-horizon guide (styles.css)

UI: action-effect waterfall + header updates + stage-horizon guide (app.jsx)

UI: action-effect waterfall + header updates + stage-horizon guide (api.js)

Fix UI-API contract: canonical tool payloads + response adapters (422 fix)

README: correct suite count (381)

Space README (docker sdk, app_port 7860)

Day 4: runtime file set (engine, agent, API, UI source, panel, DFAST scenarios, model cache, exhibits)

initial commit