diff --git a/astrape_oracle/__init__.py b/__init__.py
similarity index 100%
rename from astrape_oracle/__init__.py
rename to __init__.py
diff --git a/astrape_oracle/classes/__init__.py b/classes/__init__.py
similarity index 100%
rename from astrape_oracle/classes/__init__.py
rename to classes/__init__.py
diff --git a/astrape_oracle/classes/datasets.py b/classes/datasets.py
similarity index 100%
rename from astrape_oracle/classes/datasets.py
rename to classes/datasets.py
diff --git a/astrape_oracle/classes/oracle_store.py b/classes/oracle_store.py
similarity index 100%
rename from astrape_oracle/classes/oracle_store.py
rename to classes/oracle_store.py
diff --git a/astrape_oracle/classes/weather/__init__.py b/classes/weather/__init__.py
similarity index 100%
rename from astrape_oracle/classes/weather/__init__.py
rename to classes/weather/__init__.py
diff --git a/astrape_oracle/classes/weather/ecowitt.py b/classes/weather/ecowitt.py
similarity index 100%
rename from astrape_oracle/classes/weather/ecowitt.py
rename to classes/weather/ecowitt.py
diff --git a/astrape_oracle/classes/weather/openmeteo.py b/classes/weather/openmeteo.py
similarity index 100%
rename from astrape_oracle/classes/weather/openmeteo.py
rename to classes/weather/openmeteo.py
diff --git a/astrape_oracle/classes/weather/store.py b/classes/weather/store.py
similarity index 100%
rename from astrape_oracle/classes/weather/store.py
rename to classes/weather/store.py
diff --git a/deploy/systemd/astrape-oracle.service b/deploy/systemd/astrape-oracle.service
deleted file mode 100644
index 7692a2e..0000000
--- a/deploy/systemd/astrape-oracle.service
+++ /dev/null
@@ -1,25 +0,0 @@
-[Unit]
-Description=Astrape Energy Oracle Forecast Snapshots
-After=network-online.target
-Wants=network-online.target
-
-[Service]
-Type=simple
-User=gibil
-Group=gibil
-WorkingDirectory=/srv/astrape
-Environment=PYTHONUNBUFFERED=1
-Environment=PYTHONDONTWRITEBYTECODE=1
-# WorkingDirectory is /srv/astrape, which also holds the gibil checkout. Without
-# this, Python prepends the working directory to sys.path and the repo root
-# /srv/astrape/gibil shadows the installed package as a namespace portion --
-# gibil.__file__ becomes None and imports work only by accident. All code is
-# installed into the venv, so nothing needs the working directory on sys.path.
-Environment=PYTHONSAFEPATH=1
-Environment=ASTRAPE_ORACLE_POLL_SECONDS=300
-ExecStart=/srv/astrape/.venv/bin/python -m astrape_oracle.scripts.daemons.oracle_daemon
-Restart=always
-RestartSec=10
-
-[Install]
-WantedBy=multi-user.target
diff --git a/deploy/systemd/astrape-usage-tcn-training.service b/deploy/systemd/astrape-usage-tcn-training.service
deleted file mode 100644
index f6acd4a..0000000
--- a/deploy/systemd/astrape-usage-tcn-training.service
+++ /dev/null
@@ -1,28 +0,0 @@
-[Unit]
-Description=Astrape Usage TCN Adaptive Training
-After=network-online.target
-Wants=network-online.target
-
-[Service]
-Type=oneshot
-User=gibil
-Group=gibil
-WorkingDirectory=/srv/astrape
-Environment=PYTHONUNBUFFERED=1
-Environment=PYTHONDONTWRITEBYTECODE=1
-# WorkingDirectory is /srv/astrape, which also holds the gibil checkout. Without
-# this, Python prepends the working directory to sys.path and the repo root
-# /srv/astrape/gibil shadows the installed package as a namespace portion --
-# gibil.__file__ becomes None and imports work only by accident. All code is
-# installed into the venv, so nothing needs the working directory on sys.path.
-Environment=PYTHONSAFEPATH=1
-# This host is a Xeon E5-2650 v2: no AVX2, no FMA. Torch dispatches kernels it
-# cannot execute and dies with SIGILL inside Adam, so force the scalar path.
-# The real fix is external_tcn on a GPU host; this keeps the local run alive
-# until the scheduler is pointed at it.
-Environment=ATEN_CPU_CAPABILITY=default
-# Training competes with a 5-second Modbus poll on 8 cores. Leave headroom.
-Environment=OMP_NUM_THREADS=4
-Environment=MKL_NUM_THREADS=4
-Nice=10
-ExecStart=/srv/astrape/.venv/bin/python -m astrape_oracle.scripts.tcn.schedule
diff --git a/deploy/systemd/astrape-usage-tcn-training.timer b/deploy/systemd/astrape-usage-tcn-training.timer
deleted file mode 100644
index 9babec2..0000000
--- a/deploy/systemd/astrape-usage-tcn-training.timer
+++ /dev/null
@@ -1,11 +0,0 @@
-[Unit]
-Description=Run Astrape Usage TCN Adaptive Training Nightly
-
-[Timer]
-OnCalendar=*-*-* 03:20:00
-Persistent=true
-RandomizedDelaySec=20m
-Unit=astrape-usage-tcn-training.service
-
-[Install]
-WantedBy=timers.target
diff --git a/deploy/systemd/astrape-weather-forecast.service b/deploy/systemd/astrape-weather-forecast.service
deleted file mode 100644
index 606010b..0000000
--- a/deploy/systemd/astrape-weather-forecast.service
+++ /dev/null
@@ -1,25 +0,0 @@
-[Unit]
-Description=Astrape Weather Forecast Ingest
-After=network-online.target
-Wants=network-online.target
-
-[Service]
-Type=simple
-User=gibil
-Group=gibil
-WorkingDirectory=/srv/astrape
-Environment=PYTHONUNBUFFERED=1
-Environment=PYTHONDONTWRITEBYTECODE=1
-# WorkingDirectory is /srv/astrape, which also holds the gibil checkout. Without
-# this, Python prepends the working directory to sys.path and the repo root
-# /srv/astrape/gibil shadows the installed package as a namespace portion --
-# gibil.__file__ becomes None and imports work only by accident. All code is
-# installed into the venv, so nothing needs the working directory on sys.path.
-Environment=PYTHONSAFEPATH=1
-
-ExecStart=/srv/astrape/.venv/bin/python -m astrape_oracle.scripts.daemons.weather_forecast_daemon
-Restart=always
-RestartSec=10
-
-[Install]
-WantedBy=multi-user.target
diff --git a/deploy/systemd/astrape-weather-station.service b/deploy/systemd/astrape-weather-station.service
deleted file mode 100644
index 43bb67d..0000000
--- a/deploy/systemd/astrape-weather-station.service
+++ /dev/null
@@ -1,26 +0,0 @@
-[Unit]
-Description=Astrape Local Weather Station Ingest
-After=network-online.target
-Wants=network-online.target
-
-[Service]
-Type=simple
-User=gibil
-Group=gibil
-WorkingDirectory=/srv/astrape
-Environment=PYTHONUNBUFFERED=1
-Environment=PYTHONDONTWRITEBYTECODE=1
-# WorkingDirectory is /srv/astrape, which also holds the gibil checkout. Without
-# this, Python prepends the working directory to sys.path and the repo root
-# /srv/astrape/gibil shadows the installed package as a namespace portion --
-# gibil.__file__ becomes None and imports work only by accident. All code is
-# installed into the venv, so nothing needs the working directory on sys.path.
-Environment=PYTHONSAFEPATH=1
-Environment=ECOWITT_GW3000_HOST=10.24.88.176
-Environment=ECOWITT_GW3000_POLL_SECONDS=60
-ExecStart=/srv/astrape/.venv/bin/python -m astrape_oracle.scripts.daemons.weather_station_daemon
-Restart=always
-RestartSec=10
-
-[Install]
-WantedBy=multi-user.target
diff --git a/pyproject.toml b/pyproject.toml
index ebd30f3..d454987 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -9,5 +9,9 @@ description = "Forecasting runtime: weather ingest, oracle snapshots, TCN traini
 requires-python = ">=3.12"
 dependencies = ["gibil", "astrape-ems", "psycopg[binary]>=3.2,<4"]
 
-[tool.setuptools.packages.find]
-include = ["astrape_oracle*"]
+# Flat layout: this repository *is* the package. package-dir maps astrape_oracle to the
+# repository root rather than to a nested astrape_oracle/ directory, so the checkout is
+# astrape/astrape-oracle and not astrape/astrape-oracle/astrape_oracle.
+[tool.setuptools]
+packages = ["astrape_oracle", "astrape_oracle.classes", "astrape_oracle.classes.weather", "astrape_oracle.scripts", "astrape_oracle.scripts.daemons", "astrape_oracle.scripts.debug", "astrape_oracle.scripts.tcn"]
+package-dir = {"astrape_oracle" = "."}
diff --git a/astrape_oracle/scripts/__init__.py b/scripts/__init__.py
similarity index 100%
rename from astrape_oracle/scripts/__init__.py
rename to scripts/__init__.py
diff --git a/astrape_oracle/scripts/daemons/__init__.py b/scripts/daemons/__init__.py
similarity index 100%
rename from astrape_oracle/scripts/daemons/__init__.py
rename to scripts/daemons/__init__.py
diff --git a/astrape_oracle/scripts/daemons/oracle_daemon.py b/scripts/daemons/oracle_daemon.py
similarity index 100%
rename from astrape_oracle/scripts/daemons/oracle_daemon.py
rename to scripts/daemons/oracle_daemon.py
diff --git a/astrape_oracle/scripts/daemons/weather_forecast_daemon.py b/scripts/daemons/weather_forecast_daemon.py
similarity index 100%
rename from astrape_oracle/scripts/daemons/weather_forecast_daemon.py
rename to scripts/daemons/weather_forecast_daemon.py
diff --git a/astrape_oracle/scripts/daemons/weather_station_daemon.py b/scripts/daemons/weather_station_daemon.py
similarity index 100%
rename from astrape_oracle/scripts/daemons/weather_station_daemon.py
rename to scripts/daemons/weather_station_daemon.py
diff --git a/astrape_oracle/scripts/debug/__init__.py b/scripts/debug/__init__.py
similarity index 100%
rename from astrape_oracle/scripts/debug/__init__.py
rename to scripts/debug/__init__.py
diff --git a/astrape_oracle/scripts/debug/debug_duplicates.py b/scripts/debug/debug_duplicates.py
similarity index 100%
rename from astrape_oracle/scripts/debug/debug_duplicates.py
rename to scripts/debug/debug_duplicates.py
diff --git a/astrape_oracle/scripts/debug/debug_energy_forecast.py b/scripts/debug/debug_energy_forecast.py
similarity index 100%
rename from astrape_oracle/scripts/debug/debug_energy_forecast.py
rename to scripts/debug/debug_energy_forecast.py
diff --git a/astrape_oracle/scripts/debug/debug_oracle_evaluations.py b/scripts/debug/debug_oracle_evaluations.py
similarity index 100%
rename from astrape_oracle/scripts/debug/debug_oracle_evaluations.py
rename to scripts/debug/debug_oracle_evaluations.py
diff --git a/astrape_oracle/scripts/evaluator.py b/scripts/evaluator.py
similarity index 100%
rename from astrape_oracle/scripts/evaluator.py
rename to scripts/evaluator.py
diff --git a/astrape_oracle/scripts/tcn/__init__.py b/scripts/tcn/__init__.py
similarity index 100%
rename from astrape_oracle/scripts/tcn/__init__.py
rename to scripts/tcn/__init__.py
diff --git a/astrape_oracle/scripts/tcn/schedule.py b/scripts/tcn/schedule.py
similarity index 100%
rename from astrape_oracle/scripts/tcn/schedule.py
rename to scripts/tcn/schedule.py
diff --git a/astrape_oracle/scripts/tcn/train.py b/scripts/tcn/train.py
similarity index 100%
rename from astrape_oracle/scripts/tcn/train.py
rename to scripts/tcn/train.py