Add QGIS agent harness

.gitignore

@@ -92,6 +92,7 @@
 !/renderdoc/
 !/cloudcompare/
 !/openscreen/
+!/QGIS/
 !/n8n/
 !/obsidian/
 
@@ -164,6 +165,8 @@
 /cloudcompare/.*
 /openscreen/*
 /openscreen/.*
+/QGIS/*
+/QGIS/.*
 /cloudanalyzer/*
 /cloudanalyzer/.*
 /wiremock/*
@@ -217,6 +220,7 @@
 !/wiremock/
 !/wiremock/agent-harness/
 !/exa/agent-harness/
+!/QGIS/agent-harness/
 !/n8n/agent-harness/
 !/obsidian/agent-harness/
 !/safari/

QGIS/agent-harness/QGIS.md

@@ -0,0 +1,127 @@
+# QGIS harness architecture notes
+
+This harness targets the real QGIS runtime already present on the machine and follows the cli-anything harness model: keep authoring state inside a long-lived Python process, and use existing backend CLIs where QGIS already exposes them cleanly.
+
+## Backend split
+
+### PyQGIS for stateful authoring
+
+Use PyQGIS for operations that mutate or inspect in-memory project state:
+
+- project create/open/save
+- project CRS/title updates
+- writable vector layer creation
+- feature insertion
+- layout creation and item authoring
+- project/layer/layout summaries for CLI output
+
+Key APIs and source references:
+
+- `QgsApplication`
+  - `QGIS/src/core/qgsapplication.h`
+  - `QGIS/src/core/qgsapplication.cpp`
+- `QgsProject`
+  - `QGIS/src/core/project/qgsproject.h`
+  - `QGIS/src/core/project/qgsproject.cpp`
+- `QgsPrintLayout` / layout items
+  - runtime API surfaced via PyQGIS
+- `QgsLayoutExporter`
+  - `QGIS/src/core/layout/qgslayoutexporter.h`
+
+### `qgis_process --json` for processing and export
+
+Use `qgis_process --json` for operations that already exist as stable QGIS processing algorithms:
+
+- algorithm discovery (`list`)
+- algorithm help (`help <id>`)
+- generic algorithm execution (`run <id>`)
+- layout PDF export (`native:printlayouttopdf`)
+- layout image export (`native:printlayouttoimage`)
+
+Key references:
+
+- process CLI entrypoint
+  - `QGIS/src/process/main.cpp`
+  - `QGIS/src/process/qgsprocess.cpp`
+  - `QGIS/src/process/qgsprocess.h`
+- layout export algorithms
+  - `QGIS/src/analysis/processing/qgsalgorithmlayouttopdf.cpp`
+  - `QGIS/src/analysis/processing/qgsalgorithmlayouttoimage.cpp`
+- exporter tests/examples
+  - `QGIS/tests/src/python/test_qgslayoutexporter.py`
+
+## Why this split
+
+PyQGIS is the right layer for commands that need live project state across multiple commands in a REPL. `qgis_process` is the right layer for processing algorithms because QGIS already ships a supported CLI contract, including JSON output and algorithm metadata.
+
+This keeps the harness close to QGIS instead of reimplementing backend logic in Python.
+
+## How the harness was surveyed
+
+This harness was not generated automatically from `QGIS/src`. The command groups were chosen by surveying QGIS' stable runtime surfaces and then wrapping a narrow, testable subset.
+
+- `project`, `layer`, `feature`, and `layout` wrap PyQGIS authoring surfaces that need live project state
+- `export` and `process` wrap stable `qgis_process --json` surfaces instead of reimplementing algorithms in Python
+- `session` is harness-local ergonomics for REPL/history tracking, not a native QGIS feature
+
+This also explains the current boundaries:
+
+- the harness intentionally exposes a small layout surface instead of the full desktop layout system
+- the harness can run processing algorithms directly against shapefiles and other datasource paths
+- the harness does not currently provide a first-class command to add an arbitrary existing shapefile into a project
+
+## Data model choices
+
+### Projects
+
+Projects are saved immediately to `.qgz` or `.qgs` paths. The harness normalizes bare output names to `.qgz` by default.
+
+### Writable layers
+
+New vector layers are created as project-side GeoPackage layers instead of ephemeral memory layers. The default datastore is derived from the project path:
+
+- `<project>.qgz` -> `<project>_data.gpkg`
+
+This keeps authored data on disk and makes subsequent processing/export commands work against real datasets.
+
+### Features
+
+Feature insertion accepts:
+
+- WKT geometry
+- repeatable `--attr key=value`
+
+Attributes are coerced against the declared QGIS field types so CLI input remains simple while the stored layer schema stays authoritative.
+
+### Layouts
+
+The harness only implements a narrow but useful layout surface in v1:
+
+- create/remove/list layouts
+- add map items
+- add label items
+- derive map extent from current project layers when no explicit extent is given
+
+## Session model
+
+The CLI maintains lightweight session state for:
+
+- current project path
+- modified flag reporting
+- command history
+
+The REPL is the default mode when no subcommand is passed. One-shot commands can still use `--project` to bind a command to a saved project path.
+
+## Output model
+
+Every command supports a stable JSON shape through `--json`. Human-readable output is intentionally secondary; agent-facing usage should prefer JSON.
+
+## Testing strategy
+
+The test suite should cover three layers:
+
+1. direct module tests against PyQGIS helpers
+2. real E2E flows against the actual QGIS runtime
+3. subprocess tests against the installed `cli-anything-qgis` executable
+
+That combination checks both the library layer and the packaging/runtime contract.

QGIS/agent-harness/cli_anything/qgis/README.md

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+# cli-anything-qgis
+
+A stateful CLI harness for QGIS that uses the real QGIS runtime.
+
+## What it does
+
+- manages `.qgs` / `.qgz` projects with PyQGIS
+- creates writable GeoPackage-backed vector layers
+- adds and inspects features with WKT geometry
+- authors simple print layouts
+- exports layouts through `qgis_process --json`
+- exposes generic QGIS processing discovery and execution
+- supports machine-readable `--json` output for every command
+- starts a stateful REPL when run without a subcommand
+
+## Runtime model
+
+This harness deliberately splits responsibilities:
+
+- **PyQGIS** handles project, layer, feature, and layout authoring
+- **`qgis_process --json`** handles generic processing and layout export algorithms
+
+That keeps authoring stateful while still using QGIS' existing processing CLI for backend execution.
+
+## Prerequisites
+
+- QGIS installed with `qgis_process` on `PATH`
+- PyQGIS importable from the same Python used to run this package
+- Python 3.10+
+
+Quick checks:
+
+```bash
+qgis_process --version
+python3 -c "from qgis.core import QgsApplication; print('pyqgis-ok')"
+```
+
+## Installation
+
+```bash
+cd /home/wangh68/project/cli_anything_g/QGIS/agent-harness
+python3 -m pip install -e .
+```
+
+If PyQGIS comes from your system packages, a plain virtual environment may not see the `qgis` Python module. In that case, create the environment with system site packages enabled before installing:
+
+```bash
+python3 -m venv --system-site-packages .venv
+. .venv/bin/activate
+python3 -m pip install -e .
+```
+
+Verify:
+
+```bash
+which cli-anything-qgis
+cli-anything-qgis --help
+cli-anything-qgis --json process help native:printlayouttopdf
+```
+
+## Agent guidance
+
+Prefer `--json` unless a human-readable summary is specifically more useful.
+
+## More docs
+
+- architecture note: [`../../QGIS.md`](../../QGIS.md)
+- Chinese walkthrough and real-data tutorial: [`../../TUTORIAL.md`](../../TUTORIAL.md)
+
+## Usage
+
+### One-shot commands
+
+```bash
+# Create a project
+cli-anything-qgis --json project new -o demo.qgz --title "Demo" --crs EPSG:4326
+
+# Create a writable layer in the project's sidecar GeoPackage
+cli-anything-qgis --json --project demo.qgz layer create-vector \
+  --name places \
+  --geometry point \
+  --field name:string \
+  --field score:int
+
+# Add features by WKT
+cli-anything-qgis --json --project demo.qgz feature add \
+  --layer places \
+  --wkt "POINT(1 2)" \
+  --attr name=HQ \
+  --attr score=5
+
+# Create a layout and add items
+cli-anything-qgis --json --project demo.qgz layout create --name Main
+# Auto extent should work even for point-only projects; pass --extent only when you want explicit framing.
+cli-anything-qgis --json --project demo.qgz layout add-map --layout Main --x 10 --y 20 --width 180 --height 120
+cli-anything-qgis --json --project demo.qgz layout add-label --layout Main --text "Demo map" --x 10 --y 8 --width 120 --height 10
+
+# Export through the real QGIS backend
+cli-anything-qgis --json --project demo.qgz export pdf output.pdf --layout Main --overwrite
+cli-anything-qgis --json --project demo.qgz export image output.png --layout Main --overwrite
+
+# Inspect processing algorithms
+cli-anything-qgis --json process list
+cli-anything-qgis --json process help native:buffer
+cli-anything-qgis --json --project demo.qgz process run native:buffer \
+  --param INPUT=places \
+  --param DISTANCE=10 \
+  --param SEGMENTS=8 \
+  --param END_CAP_STYLE=0 \
+  --param JOIN_STYLE=0 \
+  --param MITER_LIMIT=2 \
+  --param DISSOLVE=false \
+  --param OUTPUT=/tmp/buffer.gpkg
+```
+
+### REPL
+
+Run without arguments:
+
+```bash
+cli-anything-qgis
+```
+
+Example session:
+
+```text
+project new -o demo.qgz --title "Demo"
+layer create-vector --name places --geometry point --field name:string
+feature add --layer places --wkt "POINT(1 2)" --attr name=HQ
+layout create --name Main
+layout add-map --layout Main --x 10 --y 20 --width 180 --height 120
+export pdf demo.pdf --layout Main --overwrite
+session status
+quit
+```
+
+## Command groups
+
+### `project`
+- `new` — create a new project and save it immediately
+- `open` — open an existing project
+- `save` — save the active project
+- `info` — inspect the current project
+- `set-crs` — change project CRS
+
+### `layer`
+- `create-vector` — create a GeoPackage-backed vector layer
+- `list` — list project layers
+- `info` — inspect one layer
+- `remove` — remove a layer from the project
+
+### `feature`
+- `add` — add a feature with WKT geometry and `key=value` attrs
+- `list` — inspect features from a layer
+
+### `layout`
+- `create` — create a print layout
+- `list` — list layouts
+- `info` — inspect one layout
+- `remove` — remove a layout
+- `add-map` — add a map item
+- `add-label` — add a text label item
+
+### `export`
+- `presets` — list supported export modes
+- `pdf` — export a layout as PDF
+- `image` — export a layout as an image
+
+### `process`
+- `list` — list installed processing algorithms
+- `help` — inspect algorithm parameters and outputs
+- `run` — execute a processing algorithm with repeatable `--param KEY=VALUE`
+
+### `session`
+- `status` — inspect current session state
+- `history` — inspect recent command history
+
+## Testing
+
+```bash
+python3 -m pytest cli_anything/qgis/tests/test_core.py -v
+python3 -m pytest cli_anything/qgis/tests/test_full_e2e.py -v -s
+```

QGIS/agent-harness/cli_anything/qgis/__init__.py

@@ -0,0 +1,3 @@
+"""cli-anything-qgis package."""
+
+__version__ = "1.0.0"

QGIS/agent-harness/cli_anything/qgis/__main__.py

@@ -0,0 +1,7 @@
+"""Run cli-anything-qgis as a module."""
+
+from cli_anything.qgis.qgis_cli import main
+
+
+if __name__ == "__main__":
+    main()

QGIS/agent-harness/cli_anything/qgis/core/__init__.py

@@ -0,0 +1 @@
+"""Core domain modules for cli-anything-qgis."""

QGIS/agent-harness/cli_anything/qgis/core/export.py

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+"""Layout export helpers for cli-anything-qgis."""
+
+from __future__ import annotations
+
+import os
+from pathlib import Path
+
+from cli_anything.qgis.core import project as project_mod
+from cli_anything.qgis.core.layouts import get_layout
+from cli_anything.qgis.utils import qgis_backend as backend
+from cli_anything.qgis.utils.qgis_backend import QgisBackendError
+
+
+def _normalize_output_path(path: str) -> str:
+    return str(Path(path).expanduser().resolve())
+
+
+def _bool_param(value: bool) -> str:
+    return "true" if value else "false"
+
+
+def _prepare_output(path: str, overwrite: bool) -> str:
+    output_path = _normalize_output_path(path)
+    target = Path(output_path)
+    target.parent.mkdir(parents=True, exist_ok=True)
+    if target.exists():
+        if not overwrite:
+            raise QgisBackendError(
+                f"Output already exists: {output_path}. Use --overwrite to replace it."
+            )
+        target.unlink()
+    return output_path
+
+
+def export_presets() -> dict:
+    """Describe the supported layout export modes."""
+    return {
+        "formats": [
+            {
+                "name": "pdf",
+                "algorithm": "native:printlayouttopdf",
+                "description": "Export a named print layout as a PDF file.",
+            },
+            {
+                "name": "image",
+                "algorithm": "native:printlayouttoimage",
+                "description": "Export a named print layout as an image file such as PNG.",
+            },
+        ]
+    }
+
+
+def export_layout_pdf(
+    output_path: str,
+    *,
+    layout_name: str,
+    dpi: float | None = None,
+    force_vector: bool = False,
+    force_raster: bool = False,
+    georeference: bool = True,
+    overwrite: bool = False,
+) -> dict:
+    """Export a print layout to PDF via qgis_process."""
+    get_layout(layout_name)
+    project_info = project_mod.save_if_dirty()
+    project_path = project_mod.require_saved_project_path()
+    output = _prepare_output(output_path, overwrite)
+
+    parameters = [
+        f"LAYOUT={layout_name}",
+        f"OUTPUT={output}",
+        f"FORCE_VECTOR={_bool_param(force_vector)}",
+        f"FORCE_RASTER={_bool_param(force_raster)}",
+        f"GEOREFERENCE={_bool_param(georeference)}",
+    ]
+    if dpi is not None:
+        parameters.append(f"DPI={dpi}")
+
+    payload = backend.run_algorithm(
+        "native:printlayouttopdf",
+        parameters=parameters,
+        project_path=project_path,
+    )
+
+    return {
+        "format": "pdf",
+        "layout": layout_name,
+        "output": payload.get("results", {}).get("OUTPUT", output),
+        "file_size": os.path.getsize(output),
+        "project": project_info,
+        "results": payload.get("results", {}),
+        "log": payload.get("log", []),
+    }
+
+
+def export_layout_image(
+    output_path: str,
+    *,
+    layout_name: str,
+    dpi: float | None = None,
+    overwrite: bool = False,
+) -> dict:
+    """Export a print layout to an image via qgis_process."""
+    get_layout(layout_name)
+    project_info = project_mod.save_if_dirty()
+    project_path = project_mod.require_saved_project_path()
+    output = _prepare_output(output_path, overwrite)
+
+    parameters = [
+        f"LAYOUT={layout_name}",
+        f"OUTPUT={output}",
+    ]
+    if dpi is not None:
+        parameters.append(f"DPI={dpi}")
+
+    payload = backend.run_algorithm(
+        "native:printlayouttoimage",
+        parameters=parameters,
+        project_path=project_path,
+    )
+
+    return {
+        "format": "image",
+        "layout": layout_name,
+        "output": payload.get("results", {}).get("OUTPUT", output),
+        "file_size": os.path.getsize(output),
+        "project": project_info,
+        "results": payload.get("results", {}),
+        "log": payload.get("log", []),
+    }

QGIS/agent-harness/cli_anything/qgis/core/features.py

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+"""Feature editing helpers for cli-anything-qgis."""
+
+from __future__ import annotations
+
+from cli_anything.qgis.core.layers import get_layer, layer_summary
+from cli_anything.qgis.utils.qgis_backend import QgisBackendError, ensure_qgis_app
+
+
+def _ensure_vector_layer(layer) -> None:
+    from qgis.core import QgsMapLayerType
+
+    if layer.type() != QgsMapLayerType.VectorLayer:
+        raise QgisBackendError("This command only supports vector layers")
+
+
+def _coerce_value(raw_value: str, field) -> object:
+    from qgis.PyQt.QtCore import QMetaType
+
+    meta_type = field.type()
+    value = raw_value.strip()
+
+    if meta_type == QMetaType.Type.Int:
+        return int(value)
+    if meta_type == QMetaType.Type.Double:
+        return float(value)
+    if meta_type == QMetaType.Type.Bool:
+        lowered = value.lower()
+        if lowered in {"true", "1", "yes", "on"}:
+            return True
+        if lowered in {"false", "0", "no", "off"}:
+            return False
+        raise QgisBackendError(f"Invalid boolean value: {raw_value}")
+    return value
+
+
+def _attribute_map(feature, layer) -> dict:
+    result = {}
+    for field in layer.fields():
+        result[field.name()] = feature[field.name()]
+    return result
+
+
+def _feature_summary(feature, layer) -> dict:
+    geometry = feature.geometry()
+    return {
+        "id": int(feature.id()),
+        "geometry_wkt": geometry.asWkt() if geometry and not geometry.isNull() else None,
+        "attributes": _attribute_map(feature, layer),
+    }
+
+
+def add_feature(layer_identifier: str, wkt: str, attr_specs: list[str]) -> dict:
+    """Add a feature to a vector layer using WKT and key=value attributes."""
+    ensure_qgis_app()
+    from qgis.core import QgsFeature, QgsGeometry
+
+    layer = get_layer(layer_identifier)
+    _ensure_vector_layer(layer)
+
+    geometry = QgsGeometry.fromWkt(wkt)
+    if geometry.isNull():
+        raise QgisBackendError(f"Invalid WKT geometry: {wkt}")
+
+    provided_attrs: dict[str, object] = {}
+    for spec in attr_specs:
+        key, separator, raw_value = spec.partition("=")
+        if not separator or not key.strip():
+            raise QgisBackendError(
+                f"Invalid attribute specification: {spec}. Use key=value."
+            )
+        field_index = layer.fields().indexFromName(key.strip())
+        if field_index < 0:
+            raise QgisBackendError(f"Unknown field: {key.strip()}")
+        field = layer.fields()[field_index]
+        provided_attrs[key.strip()] = _coerce_value(raw_value, field)
+
+    feature = QgsFeature(layer.fields())
+    feature.setGeometry(geometry)
+    for field in layer.fields():
+        feature[field.name()] = provided_attrs.get(field.name())
+
+    added, features = layer.dataProvider().addFeatures([feature])
+    if not added:
+        raise QgisBackendError(f"Failed to add feature to layer: {layer.name()}")
+
+    layer.updateExtents()
+    added_feature = features[0] if features else feature
+    return {
+        "layer": layer_summary(layer),
+        "feature": _feature_summary(added_feature, layer),
+    }
+
+
+def list_features(layer_identifier: str, limit: int = 20) -> dict:
+    """List features from a vector layer."""
+    layer = get_layer(layer_identifier)
+    _ensure_vector_layer(layer)
+
+    features = []
+    for index, feature in enumerate(layer.getFeatures()):
+        if limit and index >= limit:
+            break
+        features.append(_feature_summary(feature, layer))
+
+    return {
+        "layer": layer_summary(layer),
+        "feature_count": int(layer.featureCount()),
+        "features": features,
+    }

QGIS/agent-harness/cli_anything/qgis/core/layers.py

@@ -0,0 +1,232 @@
+"""Layer lifecycle helpers for cli-anything-qgis."""
+
+from __future__ import annotations
+
+from pathlib import Path
+from typing import Iterable
+
+from cli_anything.qgis.core import project as project_mod
+from cli_anything.qgis.utils.qgis_backend import QgisBackendError, ensure_qgis_app
+
+FIELD_TYPES = {
+    "int": ("integer", "Int"),
+    "integer": ("integer", "Int"),
+    "double": ("double", "Double"),
+    "float": ("double", "Double"),
+    "string": ("string", "QString"),
+    "str": ("string", "QString"),
+    "bool": ("bool", "Bool"),
+    "boolean": ("bool", "Bool"),
+}
+
+GEOMETRY_TYPES = {
+    "point": "Point",
+    "line": "LineString",
+    "linestring": "LineString",
+    "polygon": "Polygon",
+}
+
+
+def _field_type_enum(type_name: str):
+    from qgis.PyQt.QtCore import QMetaType
+
+    normalized = type_name.strip().lower()
+    if normalized not in FIELD_TYPES:
+        raise QgisBackendError(
+            f"Unsupported field type: {type_name}. Use one of: int, double, string, bool"
+        )
+
+    enum_name = FIELD_TYPES[normalized][1]
+    return getattr(QMetaType.Type, enum_name), FIELD_TYPES[normalized][0]
+
+
+def parse_field_specs(field_specs: Iterable[str]) -> list[dict]:
+    """Parse repeated name:type field specifications."""
+    parsed: list[dict] = []
+    seen_names: set[str] = set()
+
+    for spec in field_specs:
+        name, separator, raw_type = spec.partition(":")
+        if not separator or not name.strip() or not raw_type.strip():
+            raise QgisBackendError(
+                f"Invalid field specification: {spec}. Use name:type, e.g. name:string"
+            )
+
+        field_name = name.strip()
+        if field_name in seen_names:
+            raise QgisBackendError(f"Duplicate field name: {field_name}")
+
+        field_type, normalized_type = _field_type_enum(raw_type)
+        parsed.append(
+            {
+                "name": field_name,
+                "meta_type": field_type,
+                "type": normalized_type,
+            }
+        )
+        seen_names.add(field_name)
+
+    return parsed
+
+
+def _all_layers():
+    return list(project_mod.current_project().mapLayers().values())
+
+
+def get_layer(identifier: str):
+    """Resolve a layer by id or exact name."""
+    project = project_mod.current_project()
+    if identifier in project.mapLayers():
+        return project.mapLayer(identifier)
+
+    matches = [layer for layer in project.mapLayers().values() if layer.name() == identifier]
+    if not matches:
+        raise QgisBackendError(f"Layer not found: {identifier}")
+    if len(matches) > 1:
+        raise QgisBackendError(
+            f"Layer name is ambiguous: {identifier}. Use the layer id instead."
+        )
+    return matches[0]
+
+
+def _layer_type_name(layer) -> str:
+    from qgis.core import QgsMapLayerType
+
+    if layer.type() == QgsMapLayerType.VectorLayer:
+        return "vector"
+    if layer.type() == QgsMapLayerType.RasterLayer:
+        return "raster"
+    return "other"
+
+
+def _field_descriptions(layer) -> list[dict]:
+    descriptions = []
+    for field in layer.fields():
+        descriptions.append(
+            {
+                "name": field.name(),
+                "type": field.typeName() or str(field.type()),
+            }
+        )
+    return descriptions
+
+
+def layer_summary(layer) -> dict:
+    """Return a stable summary for a QGIS layer."""
+    from qgis.core import QgsMapLayerType, QgsWkbTypes
+
+    layer_type = _layer_type_name(layer)
+    summary = {
+        "id": layer.id(),
+        "name": layer.name(),
+        "type": layer_type,
+        "provider": layer.providerType(),
+        "source": layer.source(),
+        "crs": layer.crs().authid() if layer.crs().isValid() else None,
+    }
+
+    if layer.type() == QgsMapLayerType.VectorLayer:
+        summary.update(
+            {
+                "geometry_type": QgsWkbTypes.displayString(layer.wkbType()),
+                "feature_count": int(layer.featureCount()),
+                "fields": _field_descriptions(layer),
+            }
+        )
+    else:
+        summary.update(
+            {
+                "geometry_type": None,
+                "feature_count": None,
+                "fields": [],
+            }
+        )
+
+    return summary
+
+
+def list_layers() -> dict:
+    """List all layers in the active project."""
+    layers = sorted((layer_summary(layer) for layer in _all_layers()), key=lambda item: item["name"])
+    return {"count": len(layers), "layers": layers}
+
+
+def layer_info(identifier: str) -> dict:
+    """Return detailed information for a single layer."""
+    return layer_summary(get_layer(identifier))
+
+
+def create_vector_layer(
+    name: str,
+    geometry: str,
+    crs: str,
+    field_specs: Iterable[str],
+) -> dict:
+    """Create a GeoPackage-backed vector layer and add it to the current project."""
+    ensure_qgis_app()
+    from qgis.core import (
+        QgsCoordinateReferenceSystem,
+        QgsField,
+        QgsVectorFileWriter,
+        QgsVectorLayer,
+    )
+
+    if any(layer.name() == name for layer in _all_layers()):
+        raise QgisBackendError(f"Layer already exists: {name}")
+
+    geometry_key = geometry.strip().lower()
+    if geometry_key not in GEOMETRY_TYPES:
+        raise QgisBackendError(
+            f"Unsupported geometry type: {geometry}. Use point, linestring, or polygon."
+        )
+
+    crs_value = QgsCoordinateReferenceSystem(crs)
+    if not crs_value.isValid():
+        raise QgisBackendError(f"Invalid CRS: {crs}")
+
+    fields = parse_field_specs(field_specs)
+    project = project_mod.current_project()
+    datastore_path = project_mod.default_datastore_path()
+
+    memory_layer = QgsVectorLayer(f"{GEOMETRY_TYPES[geometry_key]}?crs={crs}", name, "memory")
+    if not memory_layer.isValid():
+        raise QgisBackendError("Failed to create the in-memory source layer")
+
+    provider = memory_layer.dataProvider()
+    provider.addAttributes([QgsField(field["name"], field["meta_type"]) for field in fields])
+    memory_layer.updateFields()
+
+    options = QgsVectorFileWriter.SaveVectorOptions()
+    options.driverName = "GPKG"
+    options.layerName = name
+    if Path(datastore_path).exists():
+        options.actionOnExistingFile = QgsVectorFileWriter.CreateOrOverwriteLayer
+
+    error_code, error_message, new_filename, new_layer = QgsVectorFileWriter.writeAsVectorFormatV3(
+        memory_layer,
+        datastore_path,
+        project.transformContext(),
+        options,
+    )
+    if error_code != QgsVectorFileWriter.NoError:
+        raise QgisBackendError(error_message or f"Failed to write layer to {datastore_path}")
+
+    stored_layer = QgsVectorLayer(
+        f"{new_filename or datastore_path}|layername={new_layer or name}",
+        name,
+        "ogr",
+    )
+    if not stored_layer.isValid():
+        raise QgisBackendError("Failed to reopen the GeoPackage-backed layer")
+
+    project.addMapLayer(stored_layer)
+    return layer_summary(stored_layer)
+
+
+def remove_layer(identifier: str) -> dict:
+    """Remove a layer from the active project."""
+    project = project_mod.current_project()
+    layer = get_layer(identifier)
+    removed = layer_summary(layer)
+    project.removeMapLayer(layer.id())
+    return removed

QGIS/agent-harness/cli_anything/qgis/core/layouts.py

@@ -0,0 +1,191 @@
+"""Layout authoring helpers for cli-anything-qgis."""
+
+from __future__ import annotations
+
+from cli_anything.qgis.core import project as project_mod
+from cli_anything.qgis.utils.qgis_backend import QgisBackendError, ensure_qgis_app
+
+PAGE_SIZES = {"A4", "A3", "A2", "A1", "A0", "LETTER"}
+
+
+def _layout_manager():
+    return project_mod.current_project().layoutManager()
+
+
+def _all_layouts():
+    manager = _layout_manager()
+    if hasattr(manager, "printLayouts"):
+        return list(manager.printLayouts())
+    if hasattr(manager, "layouts"):
+        return list(manager.layouts())
+    return []
+
+
+def get_layout(name: str):
+    """Resolve a print layout by exact name."""
+    matches = [layout for layout in _all_layouts() if layout.name() == name]
+    if not matches:
+        raise QgisBackendError(f"Layout not found: {name}")
+    if len(matches) > 1:
+        raise QgisBackendError(f"Layout name is ambiguous: {name}")
+    return matches[0]
+
+
+def _item_summary(item) -> dict:
+    rect = item.sceneBoundingRect()
+    return {
+        "type": type(item).__name__,
+        "display_name": item.displayName() if hasattr(item, "displayName") else type(item).__name__,
+        "x": round(rect.x(), 2),
+        "y": round(rect.y(), 2),
+        "width": round(rect.width(), 2),
+        "height": round(rect.height(), 2),
+    }
+
+
+def layout_summary(layout) -> dict:
+    """Return a stable summary for a print layout."""
+    items = [_item_summary(item) for item in layout.items()]
+    return {
+        "name": layout.name(),
+        "item_count": len(items),
+        "items": items,
+    }
+
+
+def list_layouts() -> dict:
+    """List print layouts in the active project."""
+    layouts = sorted((layout_summary(layout) for layout in _all_layouts()), key=lambda item: item["name"])
+    return {"count": len(layouts), "layouts": layouts}
+
+
+def _combined_project_extent():
+    from qgis.core import QgsMapLayerType, QgsRectangle
+
+    extent = None
+    for layer in project_mod.current_project().mapLayers().values():
+        if layer.type() != QgsMapLayerType.VectorLayer and layer.type() != QgsMapLayerType.RasterLayer:
+            continue
+        layer_extent = layer.extent()
+        if layer_extent.isNull() or not layer_extent.isFinite():
+            continue
+        if extent is None:
+            extent = QgsRectangle(layer_extent)
+        else:
+            extent.combineExtentWith(layer_extent)
+
+    if extent is None:
+        raise QgisBackendError(
+            "Could not determine a map extent. Add at least one layer or pass --extent explicitly."
+        )
+    return extent
+
+
+def _parse_extent(extent: str):
+    from qgis.core import QgsRectangle
+
+    parts = [part.strip() for part in extent.split(",") if part.strip()]
+    if len(parts) != 4:
+        raise QgisBackendError(
+            f"Invalid extent: {extent}. Use xmin,ymin,xmax,ymax."
+        )
+    xmin, ymin, xmax, ymax = map(float, parts)
+    return QgsRectangle(xmin, ymin, xmax, ymax)
+
+
+def create_layout(
+    name: str,
+    page_size: str = "A4",
+    orientation: str = "portrait",
+) -> dict:
+    """Create a new print layout."""
+    ensure_qgis_app()
+    from qgis.core import QgsLayoutItemPage, QgsPrintLayout
+
+    if any(layout.name() == name for layout in _all_layouts()):
+        raise QgisBackendError(f"Layout already exists: {name}")
+
+    normalized_page_size = page_size.strip().upper()
+    if normalized_page_size not in PAGE_SIZES:
+        raise QgisBackendError(
+            f"Unsupported page size: {page_size}. Use one of: {', '.join(sorted(PAGE_SIZES))}"
+        )
+
+    normalized_orientation = orientation.strip().lower()
+    if normalized_orientation not in {"portrait", "landscape"}:
+        raise QgisBackendError("Orientation must be portrait or landscape")
+
+    layout = QgsPrintLayout(project_mod.current_project())
+    layout.initializeDefaults()
+    layout.setName(name)
+    page = layout.pageCollection().page(0)
+    page_orientation = (
+        QgsLayoutItemPage.Landscape
+        if normalized_orientation == "landscape"
+        else QgsLayoutItemPage.Portrait
+    )
+    if not page.setPageSize(normalized_page_size, page_orientation):
+        raise QgisBackendError(f"Failed to set page size: {page_size}")
+
+    _layout_manager().addLayout(layout)
+    return layout_summary(layout)
+
+
+def layout_info(name: str) -> dict:
+    """Return detailed information for a named layout."""
+    return layout_summary(get_layout(name))
+
+
+def remove_layout(name: str) -> dict:
+    """Remove a print layout from the project."""
+    layout = get_layout(name)
+    removed = layout_summary(layout)
+    _layout_manager().removeLayout(layout)
+    return removed
+
+
+def add_map_item(
+    layout_name: str,
+    x: float,
+    y: float,
+    width: float,
+    height: float,
+    extent: str | None = None,
+) -> dict:
+    """Add a map item to an existing layout."""
+    ensure_qgis_app()
+    from qgis.core import QgsLayoutItemMap, QgsLayoutPoint, QgsLayoutSize, QgsUnitTypes
+
+    layout = get_layout(layout_name)
+    map_item = QgsLayoutItemMap(layout)
+    map_item.attemptMove(QgsLayoutPoint(x, y, QgsUnitTypes.LayoutMillimeters))
+    map_item.attemptResize(QgsLayoutSize(width, height, QgsUnitTypes.LayoutMillimeters))
+    map_item.setExtent(_parse_extent(extent) if extent else _combined_project_extent())
+    layout.addLayoutItem(map_item)
+    return layout_summary(layout)
+
+
+def add_label_item(
+    layout_name: str,
+    text: str,
+    x: float,
+    y: float,
+    width: float,
+    height: float,
+    font_size: float = 18.0,
+) -> dict:
+    """Add a label item to an existing layout."""
+    ensure_qgis_app()
+    from qgis.PyQt.QtGui import QFont
+    from qgis.core import QgsLayoutItemLabel, QgsLayoutPoint, QgsLayoutSize, QgsUnitTypes
+
+    layout = get_layout(layout_name)
+    label = QgsLayoutItemLabel(layout)
+    label.setText(text)
+    font = QFont()
+    font.setPointSizeF(font_size)
+    label.setFont(font)
+    label.attemptMove(QgsLayoutPoint(x, y, QgsUnitTypes.LayoutMillimeters))
+    label.attemptResize(QgsLayoutSize(width, height, QgsUnitTypes.LayoutMillimeters))
+    layout.addLayoutItem(label)
+    return layout_summary(layout)

QGIS/agent-harness/cli_anything/qgis/core/processing.py

@@ -0,0 +1,78 @@
+"""Processing wrappers around qgis_process."""
+
+from __future__ import annotations
+
+from cli_anything.qgis.utils import qgis_backend as backend
+from cli_anything.qgis.utils.qgis_backend import QgisBackendError
+
+
+def parse_param_specs(param_specs: list[str]) -> list[str]:
+    """Validate repeated KEY=VALUE parameter specifications."""
+    parameters: list[str] = []
+    for spec in param_specs:
+        key, separator, value = spec.partition("=")
+        if not separator or not key.strip():
+            raise QgisBackendError(
+                f"Invalid parameter specification: {spec}. Use KEY=VALUE."
+            )
+        parameters.append(f"{key.strip()}={value}")
+    return parameters
+
+
+def list_algorithms() -> dict:
+    """Return a flattened view of installed QGIS processing algorithms."""
+    payload = backend.list_algorithms()
+    algorithms = []
+
+    for provider_id, provider in sorted(payload.get("providers", {}).items()):
+        for algorithm_id, details in sorted(provider.get("algorithms", {}).items()):
+            algorithms.append(
+                {
+                    "id": algorithm_id,
+                    "name": details.get("name"),
+                    "provider": provider_id,
+                    "group": details.get("group"),
+                    "short_description": details.get("short_description"),
+                }
+            )
+
+    return {
+        "qgis_version": payload.get("qgis_version"),
+        "provider_count": len(payload.get("providers", {})),
+        "algorithm_count": len(algorithms),
+        "algorithms": algorithms,
+    }
+
+
+def help_algorithm(algorithm_id: str) -> dict:
+    """Return structured help for a processing algorithm."""
+    payload = backend.help_algorithm(algorithm_id)
+    return {
+        "qgis_version": payload.get("qgis_version"),
+        "provider": payload.get("provider_details", {}),
+        "algorithm": payload.get("algorithm_details", {}),
+        "parameters": payload.get("parameters", []),
+        "outputs": payload.get("outputs", []),
+    }
+
+
+def run_algorithm(
+    algorithm_id: str,
+    *,
+    param_specs: list[str],
+    project_path: str | None = None,
+) -> dict:
+    """Run a processing algorithm through qgis_process."""
+    payload = backend.run_algorithm(
+        algorithm_id,
+        parameters=parse_param_specs(param_specs),
+        project_path=project_path,
+    )
+    return {
+        "qgis_version": payload.get("qgis_version"),
+        "project_path": payload.get("project_path"),
+        "algorithm": payload.get("algorithm_details", {}),
+        "inputs": payload.get("inputs", {}),
+        "results": payload.get("results", {}),
+        "log": payload.get("log", []),
+    }

QGIS/agent-harness/cli_anything/qgis/core/project.py

@@ -0,0 +1,153 @@
+"""Project lifecycle helpers for cli-anything-qgis."""
+
+from __future__ import annotations
+
+from pathlib import Path
+
+from cli_anything.qgis.utils.qgis_backend import QgisBackendError, ensure_qgis_app
+
+
+def normalize_project_path(path: str) -> str:
+    """Normalize project paths and default to .qgz when no extension is given."""
+    target = Path(path).expanduser()
+    if target.suffix.lower() not in {".qgs", ".qgz"}:
+        target = target.with_suffix(".qgz")
+    return str(target.resolve())
+
+
+def current_project():
+    """Return the singleton QgsProject instance."""
+    ensure_qgis_app()
+    from qgis.core import QgsProject
+
+    return QgsProject.instance()
+
+
+def current_project_path() -> str:
+    """Return the current project file path, if any."""
+    return current_project().fileName() or ""
+
+
+def require_saved_project_path() -> str:
+    """Return the active project path or raise if the project is unsaved."""
+    project_path = current_project_path()
+    if not project_path:
+        raise QgisBackendError(
+            "No saved project is loaded. Create or open a project first, or pass --project."
+        )
+    return project_path
+
+
+def default_datastore_path(project_path: str | None = None) -> str:
+    """Return the default GeoPackage path for a saved project."""
+    path = Path(project_path or require_saved_project_path())
+    return str(path.with_name(f"{path.stem}_data.gpkg"))
+
+
+def _layout_names(project) -> list[str]:
+    manager = project.layoutManager()
+    if hasattr(manager, "printLayouts"):
+        return sorted(layout.name() for layout in manager.printLayouts())
+    if hasattr(manager, "layouts"):
+        return sorted(layout.name() for layout in manager.layouts())
+    return []
+
+
+def project_info() -> dict:
+    """Return a summary of the active project."""
+    project = current_project()
+    project_path = project.fileName() or ""
+    layer_names = sorted(layer.name() for layer in project.mapLayers().values())
+    layout_names = _layout_names(project)
+
+    return {
+        "path": project_path or None,
+        "title": project.title() or None,
+        "crs": project.crs().authid() if project.crs().isValid() else None,
+        "modified": bool(project.isDirty()),
+        "layer_count": len(layer_names),
+        "layout_count": len(layout_names),
+        "layer_names": layer_names,
+        "layout_names": layout_names,
+        "datastore_path": default_datastore_path(project_path) if project_path else None,
+    }
+
+
+def create_project(output_path: str, title: str | None = None, crs: str = "EPSG:4326") -> dict:
+    """Create a new QGIS project and save it immediately."""
+    ensure_qgis_app()
+    from qgis.core import QgsCoordinateReferenceSystem
+
+    project = current_project()
+    normalized = normalize_project_path(output_path)
+    target = Path(normalized)
+    target.parent.mkdir(parents=True, exist_ok=True)
+
+    project.clear()
+    project.setFileName(normalized)
+    project.setTitle(title or target.stem)
+
+    crs_value = QgsCoordinateReferenceSystem(crs)
+    if not crs_value.isValid():
+        raise QgisBackendError(f"Invalid CRS: {crs}")
+    project.setCrs(crs_value)
+
+    if not project.write():
+        raise QgisBackendError(f"Failed to create project at {normalized}")
+
+    return project_info()
+
+
+def open_project(project_path: str) -> dict:
+    """Load an existing QGIS project."""
+    project = current_project()
+    normalized = normalize_project_path(project_path)
+    target = Path(normalized)
+    if not target.exists():
+        raise QgisBackendError(f"Project does not exist: {normalized}")
+
+    project.clear()
+    if not project.read(normalized):
+        raise QgisBackendError(f"Failed to open project: {normalized}")
+
+    return project_info()
+
+
+def save_project(output_path: str | None = None) -> dict:
+    """Save the active QGIS project."""
+    project = current_project()
+    target_path = normalize_project_path(output_path) if output_path else current_project_path()
+    if not target_path:
+        raise QgisBackendError("No project file path is set. Use project save PATH.")
+
+    target = Path(target_path)
+    target.parent.mkdir(parents=True, exist_ok=True)
+    project.setFileName(target_path)
+
+    if not project.write():
+        raise QgisBackendError(f"Failed to save project: {target_path}")
+
+    return project_info()
+
+
+def save_if_dirty() -> dict:
+    """Save the active project when it is dirty or missing on disk."""
+    project = current_project()
+    target_path = require_saved_project_path()
+    if project.isDirty() or not Path(target_path).exists():
+        return save_project(target_path)
+    return project_info()
+
+
+def set_project_crs(crs: str) -> dict:
+    """Set the active project CRS."""
+    ensure_qgis_app()
+    from qgis.core import QgsCoordinateReferenceSystem
+
+    project = current_project()
+    crs_value = QgsCoordinateReferenceSystem(crs)
+    if not crs_value.isValid():
+        raise QgisBackendError(f"Invalid CRS: {crs}")
+
+    project.setCrs(crs_value)
+    return project_info()

QGIS/agent-harness/cli_anything/qgis/core/session.py

@@ -0,0 +1,142 @@
+"""Session state and command history for cli-anything-qgis."""
+
+from __future__ import annotations
+
+import json
+import os
+from dataclasses import dataclass
+from datetime import datetime, timezone
+from pathlib import Path
+
+
+def _locked_save_json(path: str, data: dict, **dump_kwargs) -> None:
+    """Atomically write JSON with exclusive file locking."""
+    try:
+        handle = open(path, "r+", encoding="utf-8")
+    except FileNotFoundError:
+        os.makedirs(os.path.dirname(os.path.abspath(path)), exist_ok=True)
+        handle = open(path, "w", encoding="utf-8")
+
+    with handle:
+        locked = False
+        try:
+            import fcntl
+
+            fcntl.flock(handle.fileno(), fcntl.LOCK_EX)
+            locked = True
+        except (ImportError, OSError):
+            pass
+
+        try:
+            handle.seek(0)
+            handle.truncate()
+            json.dump(data, handle, **dump_kwargs)
+            handle.flush()
+        finally:
+            if locked:
+                import fcntl
+
+                fcntl.flock(handle.fileno(), fcntl.LOCK_UN)
+
+
+@dataclass
+class HistoryEntry:
+    """A single CLI command execution."""
+
+    command: str
+    args: dict
+    timestamp: str = ""
+    result: dict | None = None
+
+    def __post_init__(self) -> None:
+        if not self.timestamp:
+            self.timestamp = datetime.now(timezone.utc).isoformat()
+
+    def to_dict(self) -> dict:
+        return {
+            "command": self.command,
+            "args": self.args,
+            "timestamp": self.timestamp,
+            "result": self.result,
+        }
+
+    @classmethod
+    def from_dict(cls, value: dict) -> "HistoryEntry":
+        return cls(
+            command=value["command"],
+            args=value.get("args", {}),
+            timestamp=value.get("timestamp", ""),
+            result=value.get("result"),
+        )
+
+
+class Session:
+    """Tracks the current project path and command history."""
+
+    def __init__(self, session_file: str | None = None):
+        self.current_project_path = ""
+        self._history: list[HistoryEntry] = []
+        self._session_file = session_file
+        if session_file:
+            self._load(session_file)
+
+    @property
+    def history_count(self) -> int:
+        return len(self._history)
+
+    @property
+    def active_project_name(self) -> str:
+        if not self.current_project_path:
+            return ""
+        return Path(self.current_project_path).name
+
+    def set_project_path(self, path: str | None) -> None:
+        normalized = str(path or "")
+        if normalized == self.current_project_path:
+            return
+        self.current_project_path = normalized
+        self._auto_save()
+
+    def clear_project(self) -> None:
+        if not self.current_project_path:
+            return
+        self.current_project_path = ""
+        self._auto_save()
+
+    def record(self, command: str, args: dict, result: dict | None = None) -> None:
+        self._history.append(HistoryEntry(command=command, args=args, result=result))
+        self._auto_save()
+
+    def history(self, limit: int = 20) -> list[dict]:
+        entries = self._history[-limit:] if limit else self._history
+        return [entry.to_dict() for entry in entries]
+
+    def status(self, *, modified: bool = False) -> dict:
+        return {
+            "current_project_path": self.current_project_path or None,
+            "project_name": self.active_project_name or None,
+            "modified": modified,
+            "history_count": self.history_count,
+        }
+
+    def save(self, path: str) -> None:
+        data = {
+            "current_project_path": self.current_project_path,
+            "history": [entry.to_dict() for entry in self._history],
+        }
+        _locked_save_json(path, data, indent=2, sort_keys=True)
+
+    def _auto_save(self) -> None:
+        if self._session_file:
+            self.save(self._session_file)
+
+    def _load(self, path: str) -> None:
+        session_path = Path(path)
+        if not session_path.exists():
+            return
+        try:
+            data = json.loads(session_path.read_text(encoding="utf-8"))
+        except (json.JSONDecodeError, OSError):
+            return
+        self.current_project_path = str(data.get("current_project_path", "") or "")
+        self._history = [HistoryEntry.from_dict(entry) for entry in data.get("history", [])]

QGIS/agent-harness/cli_anything/qgis/qgis_cli.py

@@ -0,0 +1,750 @@
+#!/usr/bin/env python3
+"""QGIS CLI — stateful project, layer, layout, export, and processing commands.
+
+Usage:
+    # One-shot commands
+    cli-anything-qgis project new -o demo.qgz --title "Demo"
+    cli-anything-qgis --project demo.qgz layer create-vector --name places --geometry point --field name:string
+    cli-anything-qgis --project demo.qgz feature add --layer places --wkt "POINT(1 2)" --attr name=HQ
+    cli-anything-qgis --project demo.qgz layout create --name Main
+    cli-anything-qgis --project demo.qgz export pdf out.pdf --layout Main --overwrite
+    cli-anything-qgis --json process help native:printlayouttopdf
+
+    # Interactive REPL
+    cli-anything-qgis
+"""
+
+from __future__ import annotations
+
+import json
+import shlex
+import sys
+from pathlib import Path
+from typing import Optional
+
+import click
+
+from cli_anything.qgis import __version__
+from cli_anything.qgis.core import export as export_mod
+from cli_anything.qgis.core import features as features_mod
+from cli_anything.qgis.core import layers as layers_mod
+from cli_anything.qgis.core import layouts as layouts_mod
+from cli_anything.qgis.core import processing as processing_mod
+from cli_anything.qgis.core import project as project_mod
+from cli_anything.qgis.core.session import Session
+from cli_anything.qgis.utils.qgis_backend import QgisBackendError, QgisProcessError
+
+_session: Optional[Session] = None
+_json_output = False
+_repl_mode = False
+
+
+def get_session() -> Session:
+    """Return the process-local session object."""
+    global _session
+    if _session is None:
+        session_dir = Path.home() / ".cli-anything-qgis"
+        session_dir.mkdir(parents=True, exist_ok=True)
+        _session = Session(str(session_dir / "session.json"))
+    return _session
+
+
+def _print_dict(data: dict, indent: int = 0) -> None:
+    prefix = "  " * indent
+    for key, value in data.items():
+        if isinstance(value, dict):
+            click.echo(f"{prefix}{key}:")
+            _print_dict(value, indent + 1)
+        elif isinstance(value, list):
+            click.echo(f"{prefix}{key}:")
+            _print_list(value, indent + 1)
+        else:
+            click.echo(f"{prefix}{key}: {value}")
+
+
+def _print_list(items: list, indent: int = 0) -> None:
+    prefix = "  " * indent
+    for index, item in enumerate(items):
+        if isinstance(item, dict):
+            click.echo(f"{prefix}[{index}]")
+            _print_dict(item, indent + 1)
+        else:
+            click.echo(f"{prefix}- {item}")
+
+
+def output(data, message: str = "") -> None:
+    """Emit data in either JSON or human-readable form."""
+    if _json_output:
+        click.echo(json.dumps(data, indent=2, default=str))
+        return
+
+    if message:
+        click.echo(message)
+    if isinstance(data, dict):
+        _print_dict(data)
+    elif isinstance(data, list):
+        _print_list(data)
+    else:
+        click.echo(str(data))
+
+
+def _error_payload(exc: Exception) -> dict:
+    payload = {
+        "error": str(exc),
+        "type": exc.__class__.__name__,
+    }
+    if isinstance(exc, QgisProcessError):
+        payload["returncode"] = exc.returncode
+        if exc.stderr:
+            payload["stderr"] = exc.stderr
+        if exc.stdout:
+            payload["stdout"] = exc.stdout
+        if exc.payload:
+            payload["payload"] = exc.payload
+    return payload
+
+
+def handle_error(func):
+    """Normalize domain/backend errors for CLI and REPL use."""
+
+    def wrapper(*args, **kwargs):
+        try:
+            return func(*args, **kwargs)
+        except (QgisBackendError, QgisProcessError, ValueError) as exc:
+            payload = _error_payload(exc)
+            if _json_output:
+                click.echo(json.dumps(payload, indent=2, default=str))
+            else:
+                click.echo(f"Error: {exc}", err=True)
+            if not _repl_mode:
+                raise SystemExit(1)
+            return None
+
+    wrapper.__name__ = func.__name__
+    wrapper.__doc__ = func.__doc__
+    return wrapper
+
+
+def _requested_project_path() -> str | None:
+    ctx = click.get_current_context(silent=True)
+    if ctx is None:
+        return None
+    root = ctx.find_root()
+    obj = root.obj or {}
+    return obj.get("project_path")
+
+
+def _sync_session_project_path() -> None:
+    session = get_session()
+    current_path = project_mod.current_project_path()
+    if current_path:
+        session.set_project_path(current_path)
+    else:
+        session.clear_project()
+
+
+def _current_project_modified() -> bool:
+    try:
+        return bool(project_mod.current_project().isDirty())
+    except Exception:
+        return False
+
+
+def _load_requested_project(required: bool = False) -> str | None:
+    requested = _requested_project_path()
+    if requested:
+        normalized = project_mod.normalize_project_path(requested)
+        if project_mod.current_project_path() != normalized:
+            project_mod.open_project(normalized)
+            _sync_session_project_path()
+        return normalized
+
+    if required and not project_mod.current_project_path():
+        raise QgisBackendError(
+            "No project is loaded. Open one with project open or pass --project."
+        )
+
+    return project_mod.current_project_path() or None
+
+
+def _active_project_path(required: bool = False) -> str | None:
+    requested = _requested_project_path()
+    if requested:
+        return project_mod.normalize_project_path(requested)
+
+    current = project_mod.current_project_path()
+    if current:
+        return current
+
+    if required:
+        raise QgisBackendError(
+            "No project is loaded. Open one with project open or pass --project."
+        )
+    return None
+
+
+def _auto_save_if_one_shot() -> None:
+    if _repl_mode:
+        return
+    if project_mod.current_project_path():
+        project_mod.save_project()
+        _sync_session_project_path()
+
+
+def _record(command: str, args: dict, result=None) -> None:
+    summary = None
+    if isinstance(result, dict):
+        summary_keys = {
+            "path",
+            "output",
+            "format",
+            "title",
+            "layer_count",
+            "layout_count",
+            "feature_count",
+            "count",
+            "name",
+        }
+        summary = {key: value for key, value in result.items() if key in summary_keys}
+        if not summary and "layer" in result and isinstance(result["layer"], dict):
+            summary = {"layer": result["layer"].get("name")}
+    get_session().record(command, args, summary)
+
+
+@click.group(invoke_without_command=True)
+@click.option("--json", "use_json", is_flag=True, help="Output as JSON")
+@click.option(
+    "--project",
+    "project_path",
+    type=click.Path(path_type=Path),
+    default=None,
+    help="Open this project for the current command.",
+)
+@click.pass_context
+def cli(ctx, use_json, project_path):
+    """QGIS CLI for project authoring, layout export, and processing."""
+    global _json_output
+    _json_output = use_json
+    get_session()
+    ctx.obj = {"project_path": str(project_path) if project_path else None}
+
+    if ctx.invoked_subcommand is None and "--help" not in sys.argv and "-h" not in sys.argv:
+        ctx.invoke(repl)
+
+
+@cli.group()
+def project():
+    """Project management commands."""
+
+
+@project.command("new")
+@click.option("-o", "--output", "output_path", required=True, type=click.Path(path_type=Path))
+@click.option("--title", default=None, help="Project title")
+@click.option("--crs", default="EPSG:4326", help="Project CRS, e.g. EPSG:4326")
+@handle_error
+def project_new(output_path: Path, title: str | None, crs: str):
+    """Create a new saved QGIS project."""
+    data = project_mod.create_project(str(output_path), title=title, crs=crs)
+    _sync_session_project_path()
+    _record("project new", {"output": str(output_path), "title": title, "crs": crs}, data)
+    output(data, f"Created project: {data['path']}")
+
+
+@project.command("open")
+@click.argument("project_path", type=click.Path(path_type=Path))
+@handle_error
+def project_open(project_path: Path):
+    """Open an existing QGIS project."""
+    data = project_mod.open_project(str(project_path))
+    _sync_session_project_path()
+    _record("project open", {"project_path": str(project_path)}, data)
+    output(data, f"Opened project: {data['path']}")
+
+
+@project.command("save")
+@click.argument("output_path", required=False, type=click.Path(path_type=Path))
+@handle_error
+def project_save(output_path: Path | None):
+    """Save the current QGIS project."""
+    if output_path is None:
+        _load_requested_project(required=bool(_requested_project_path()))
+    data = project_mod.save_project(str(output_path) if output_path else None)
+    _sync_session_project_path()
+    _record("project save", {"output": str(output_path) if output_path else None}, data)
+    output(data, f"Saved project: {data['path']}")
+
+
+@project.command("info")
+@handle_error
+def project_info():
+    """Show information about the current QGIS project."""
+    if _requested_project_path():
+        _load_requested_project(required=True)
+    data = project_mod.project_info()
+    _record("project info", {}, data)
+    output(data)
+
+
+@project.command("set-crs")
+@click.argument("crs")
+@handle_error
+def project_set_crs(crs: str):
+    """Set the active project's CRS."""
+    _load_requested_project(required=True)
+    data = project_mod.set_project_crs(crs)
+    _auto_save_if_one_shot()
+    _record("project set-crs", {"crs": crs}, data)
+    output(data, f"Updated project CRS to {crs}")
+
+
+@cli.group()
+def layer():
+    """Layer management commands."""
+
+
+@layer.command("create-vector")
+@click.option("--name", required=True, help="Layer name")
+@click.option(
+    "--geometry",
+    required=True,
+    type=click.Choice(["point", "linestring", "polygon"], case_sensitive=False),
+    help="Geometry type",
+)
+@click.option("--crs", default=None, help="Layer CRS, e.g. EPSG:4326")
+@click.option("--field", "field_specs", multiple=True, help="Field spec as name:type")
+@handle_error
+def layer_create_vector(name: str, geometry: str, crs: str | None, field_specs: tuple[str, ...]):
+    """Create a GeoPackage-backed vector layer in the current project."""
+    _load_requested_project(required=True)
+    effective_crs = crs or project_mod.project_info().get("crs") or "EPSG:4326"
+    data = layers_mod.create_vector_layer(name, geometry, effective_crs, field_specs)
+    _auto_save_if_one_shot()
+    _record(
+        "layer create-vector",
+        {
+            "name": name,
+            "geometry": geometry,
+            "crs": effective_crs,
+            "fields": list(field_specs),
+        },
+        data,
+    )
+    output(data, f"Created layer: {data['name']}")
+
+
+@layer.command("list")
+@handle_error
+def layer_list():
+    """List layers in the current project."""
+    _load_requested_project(required=True)
+    data = layers_mod.list_layers()
+    _record("layer list", {}, data)
+    output(data)
+
+
+@layer.command("info")
+@click.argument("identifier")
+@handle_error
+def layer_info(identifier: str):
+    """Show detailed information for a layer."""
+    _load_requested_project(required=True)
+    data = layers_mod.layer_info(identifier)
+    _record("layer info", {"identifier": identifier}, data)
+    output(data)
+
+
+@layer.command("remove")
+@click.argument("identifier")
+@handle_error
+def layer_remove(identifier: str):
+    """Remove a layer from the current project."""
+    _load_requested_project(required=True)
+    data = layers_mod.remove_layer(identifier)
+    _auto_save_if_one_shot()
+    _record("layer remove", {"identifier": identifier}, data)
+    output(data, f"Removed layer: {data['name']}")
+
+
+@cli.group()
+def feature():
+    """Feature editing commands."""
+
+
+@feature.command("add")
+@click.option("--layer", "layer_identifier", required=True, help="Target layer id or name")
+@click.option("--wkt", required=True, help="Geometry in WKT format")
+@click.option("--attr", "attr_specs", multiple=True, help="Feature attribute as key=value")
+@handle_error
+def feature_add(layer_identifier: str, wkt: str, attr_specs: tuple[str, ...]):
+    """Add a feature to a vector layer using WKT geometry."""
+    _load_requested_project(required=True)
+    data = features_mod.add_feature(layer_identifier, wkt, list(attr_specs))
+    _auto_save_if_one_shot()
+    _record(
+        "feature add",
+        {"layer": layer_identifier, "wkt": wkt, "attrs": list(attr_specs)},
+        data,
+    )
+    output(data, f"Added feature to {data['layer']['name']}")
+
+
+@feature.command("list")
+@click.option("--layer", "layer_identifier", required=True, help="Target layer id or name")
+@click.option("--limit", default=20, show_default=True, type=int, help="Maximum features to show")
+@handle_error
+def feature_list(layer_identifier: str, limit: int):
+    """List features from a vector layer."""
+    _load_requested_project(required=True)
+    data = features_mod.list_features(layer_identifier, limit=limit)
+    _record("feature list", {"layer": layer_identifier, "limit": limit}, data)
+    output(data)
+
+
+@cli.group()
+def layout():
+    """Print layout authoring commands."""
+
+
+@layout.command("create")
+@click.option("--name", required=True, help="Layout name")
+@click.option("--page-size", default="A4", show_default=True, help="Page size")
+@click.option(
+    "--orientation",
+    default="portrait",
+    show_default=True,
+    type=click.Choice(["portrait", "landscape"], case_sensitive=False),
+    help="Page orientation",
+)
+@handle_error
+def layout_create(name: str, page_size: str, orientation: str):
+    """Create a print layout."""
+    _load_requested_project(required=True)
+    data = layouts_mod.create_layout(name, page_size=page_size, orientation=orientation)
+    _auto_save_if_one_shot()
+    _record(
+        "layout create",
+        {"name": name, "page_size": page_size, "orientation": orientation},
+        data,
+    )
+    output(data, f"Created layout: {name}")
+
+
+@layout.command("list")
+@handle_error
+def layout_list():
+    """List print layouts in the current project."""
+    _load_requested_project(required=True)
+    data = layouts_mod.list_layouts()
+    _record("layout list", {}, data)
+    output(data)
+
+
+@layout.command("info")
+@click.argument("name")
+@handle_error
+def layout_info(name: str):
+    """Show detailed information for a print layout."""
+    _load_requested_project(required=True)
+    data = layouts_mod.layout_info(name)
+    _record("layout info", {"name": name}, data)
+    output(data)
+
+
+@layout.command("remove")
+@click.argument("name")
+@handle_error
+def layout_remove(name: str):
+    """Remove a print layout from the project."""
+    _load_requested_project(required=True)
+    data = layouts_mod.remove_layout(name)
+    _auto_save_if_one_shot()
+    _record("layout remove", {"name": name}, data)
+    output(data, f"Removed layout: {name}")
+
+
+@layout.command("add-map")
+@click.option("--layout", "layout_name", required=True, help="Layout name")
+@click.option("--x", type=float, required=True, help="Left position in millimeters")
+@click.option("--y", type=float, required=True, help="Top position in millimeters")
+@click.option("--width", type=float, required=True, help="Item width in millimeters")
+@click.option("--height", type=float, required=True, help="Item height in millimeters")
+@click.option("--extent", default=None, help="Map extent as xmin,ymin,xmax,ymax")
+@handle_error
+def layout_add_map(layout_name: str, x: float, y: float, width: float, height: float, extent: str | None):
+    """Add a map item to a print layout."""
+    _load_requested_project(required=True)
+    data = layouts_mod.add_map_item(layout_name, x, y, width, height, extent=extent)
+    _auto_save_if_one_shot()
+    _record(
+        "layout add-map",
+        {
+            "layout": layout_name,
+            "x": x,
+            "y": y,
+            "width": width,
+            "height": height,
+            "extent": extent,
+        },
+        data,
+    )
+    output(data, f"Added map item to layout: {layout_name}")
+
+
+@layout.command("add-label")
+@click.option("--layout", "layout_name", required=True, help="Layout name")
+@click.option("--text", required=True, help="Label text")
+@click.option("--x", type=float, required=True, help="Left position in millimeters")
+@click.option("--y", type=float, required=True, help="Top position in millimeters")
+@click.option("--width", type=float, required=True, help="Item width in millimeters")
+@click.option("--height", type=float, required=True, help="Item height in millimeters")
+@click.option("--font-size", default=18.0, show_default=True, type=float, help="Font size")
+@handle_error
+def layout_add_label(
+    layout_name: str,
+    text: str,
+    x: float,
+    y: float,
+    width: float,
+    height: float,
+    font_size: float,
+):
+    """Add a label item to a print layout."""
+    _load_requested_project(required=True)
+    data = layouts_mod.add_label_item(layout_name, text, x, y, width, height, font_size=font_size)
+    _auto_save_if_one_shot()
+    _record(
+        "layout add-label",
+        {
+            "layout": layout_name,
+            "text": text,
+            "x": x,
+            "y": y,
+            "width": width,
+            "height": height,
+            "font_size": font_size,
+        },
+        data,
+    )
+    output(data, f"Added label item to layout: {layout_name}")
+
+
+@cli.group()
+def export():
+    """Layout export commands."""
+
+
+@export.command("presets")
+@handle_error
+def export_presets():
+    """List supported export formats and their backend algorithms."""
+    data = export_mod.export_presets()
+    _record("export presets", {}, data)
+    output(data)
+
+
+@export.command("pdf")
+@click.argument("output_path", type=click.Path(path_type=Path))
+@click.option("--layout", "layout_name", required=True, help="Layout name")
+@click.option("--dpi", default=None, type=float, help="Override layout DPI")
+@click.option("--force-vector", is_flag=True, help="Always export vector output")
+@click.option("--force-raster", is_flag=True, help="Always rasterize the PDF")
+@click.option("--georeference/--no-georeference", default=True, help="Append georeference metadata")
+@click.option("--overwrite", is_flag=True, help="Overwrite existing output")
+@handle_error
+def export_pdf(
+    output_path: Path,
+    layout_name: str,
+    dpi: float | None,
+    force_vector: bool,
+    force_raster: bool,
+    georeference: bool,
+    overwrite: bool,
+):
+    """Export a named print layout as PDF."""
+    _load_requested_project(required=True)
+    data = export_mod.export_layout_pdf(
+        str(output_path),
+        layout_name=layout_name,
+        dpi=dpi,
+        force_vector=force_vector,
+        force_raster=force_raster,
+        georeference=georeference,
+        overwrite=overwrite,
+    )
+    _record(
+        "export pdf",
+        {
+            "output": str(output_path),
+            "layout": layout_name,
+            "dpi": dpi,
+            "force_vector": force_vector,
+            "force_raster": force_raster,
+            "georeference": georeference,
+            "overwrite": overwrite,
+        },
+        data,
+    )
+    output(data, f"Exported PDF: {data['output']}")
+
+
+@export.command("image")
+@click.argument("output_path", type=click.Path(path_type=Path))
+@click.option("--layout", "layout_name", required=True, help="Layout name")
+@click.option("--dpi", default=None, type=float, help="Override layout DPI")
+@click.option("--overwrite", is_flag=True, help="Overwrite existing output")
+@handle_error
+def export_image(output_path: Path, layout_name: str, dpi: float | None, overwrite: bool):
+    """Export a named print layout as an image file."""
+    _load_requested_project(required=True)
+    data = export_mod.export_layout_image(
+        str(output_path),
+        layout_name=layout_name,
+        dpi=dpi,
+        overwrite=overwrite,
+    )
+    _record(
+        "export image",
+        {
+            "output": str(output_path),
+            "layout": layout_name,
+            "dpi": dpi,
+            "overwrite": overwrite,
+        },
+        data,
+    )
+    output(data, f"Exported image: {data['output']}")
+
+
+@cli.group()
+def process():
+    """Generic qgis_process discovery and execution commands."""
+
+
+@process.command("list")
+@handle_error
+def process_list():
+    """List installed QGIS processing algorithms."""
+    data = processing_mod.list_algorithms()
+    _record("process list", {}, {"count": data.get("algorithm_count")})
+    output(data)
+
+
+@process.command("help")
+@click.argument("algorithm_id")
+@handle_error
+def process_help(algorithm_id: str):
+    """Show parameter and output details for a processing algorithm."""
+    data = processing_mod.help_algorithm(algorithm_id)
+    _record("process help", {"algorithm_id": algorithm_id}, data)
+    output(data)
+
+
+@process.command("run")
+@click.argument("algorithm_id")
+@click.option("--param", "param_specs", multiple=True, help="Algorithm parameter as KEY=VALUE")
+@handle_error
+def process_run(algorithm_id: str, param_specs: tuple[str, ...]):
+    """Run a QGIS processing algorithm through qgis_process."""
+    data = processing_mod.run_algorithm(
+        algorithm_id,
+        param_specs=list(param_specs),
+        project_path=_active_project_path(required=False),
+    )
+    _record("process run", {"algorithm_id": algorithm_id, "params": list(param_specs)}, data)
+    output(data)
+
+
+@cli.group()
+def session():
+    """Session state and history commands."""
+
+
+@session.command("status")
+@handle_error
+def session_status():
+    """Show the current session status."""
+    _sync_session_project_path()
+    data = get_session().status(modified=_current_project_modified())
+    _record("session status", {}, data)
+    output(data)
+
+
+@session.command("history")
+@click.option("--limit", default=20, show_default=True, type=int, help="Maximum history entries to show")
+@handle_error
+def session_history(limit: int):
+    """Show recent command history."""
+    data = {"history": get_session().history(limit=limit)}
+    _record("session history", {"limit": limit}, {"count": len(data['history'])})
+    output(data)
+
+
+@cli.command()
+@handle_error
+def repl():
+    """Start the interactive REPL."""
+    from cli_anything.qgis.utils.repl_skin import ReplSkin
+
+    global _repl_mode
+    _repl_mode = True
+
+    skin = ReplSkin("qgis", version=__version__)
+    skin.print_banner()
+    prompt_session = skin.create_prompt_session()
+
+    command_help = {
+        "project": "new|open|save|info|set-crs",
+        "layer": "create-vector|list|info|remove",
+        "feature": "add|list",
+        "layout": "create|list|info|remove|add-map|add-label",
+        "export": "presets|pdf|image",
+        "process": "list|help|run",
+        "session": "status|history",
+        "help": "Show this help",
+        "quit": "Exit REPL",
+    }
+
+    try:
+        while True:
+            _sync_session_project_path()
+            session_state = get_session()
+            line = skin.get_input(
+                prompt_session,
+                project_name=session_state.active_project_name,
+                modified=_current_project_modified(),
+            )
+            if not line:
+                continue
+            lowered = line.lower()
+            if lowered in {"quit", "exit", "q"}:
+                skin.print_goodbye()
+                break
+            if lowered == "help":
+                skin.help(command_help)
+                continue
+
+            try:
+                args = shlex.split(line)
+            except ValueError as exc:
+                skin.error(str(exc))
+                continue
+
+            try:
+                cli.main(args=args, standalone_mode=False)
+            except SystemExit:
+                pass
+            except click.ClickException as exc:
+                skin.error(str(exc))
+            except Exception as exc:  # pragma: no cover - last-resort REPL guard
+                skin.error(str(exc))
+    finally:
+        _repl_mode = False
+
+
+def main() -> None:
+    """CLI entry point for setuptools."""
+    cli()
+
+
+if __name__ == "__main__":
+    main()

QGIS/agent-harness/cli_anything/qgis/skills/SKILL.md

@@ -0,0 +1,140 @@
+---
+name: cli-anything-qgis
+description: Stateful QGIS CLI for projects, writable layers, features, layouts, exports, and qgis_process operations using the real QGIS runtime.
+---
+
+# cli-anything-qgis
+
+Use this skill when you need to inspect or modify QGIS projects from the terminal through the real QGIS runtime.
+
+## Requirements
+
+- QGIS installed with `qgis_process` on `PATH`
+- PyQGIS importable from the Python environment running the CLI
+- Python 3.10+
+
+## Agent guidance
+
+- Prefer `--json` for all machine-driven use.
+- For one-shot commands, pass `--project <path>` when operating on an existing project.
+- Running `cli-anything-qgis` with no subcommand starts a stateful REPL.
+- Layout export is backed by real QGIS processing algorithms:
+  - `native:printlayouttopdf`
+  - `native:printlayouttoimage`
+
+## What this CLI covers
+
+- create, open, save, and inspect `.qgs` / `.qgz` projects
+- create writable GeoPackage-backed vector layers
+- add features via WKT geometry and typed `key=value` attributes
+- create print layouts and add map/label items
+- export layouts to PDF or image
+- inspect and run generic `qgis_process` algorithms
+- inspect session status and history
+
+## Command groups
+
+### `project`
+- `new -o/--output [--title] [--crs]`
+- `open PATH`
+- `save [PATH]`
+- `info`
+- `set-crs CRS`
+
+### `layer`
+- `create-vector --name --geometry --crs [--field name:type ...]`
+- `list`
+- `info LAYER`
+- `remove LAYER`
+
+### `feature`
+- `add --layer LAYER --wkt WKT [--attr key=value ...]`
+- `list --layer LAYER [--limit N]`
+
+### `layout`
+- `create --name [--page-size] [--orientation]`
+- `list`
+- `info LAYOUT`
+- `remove LAYOUT`
+- `add-map --layout LAYOUT --x --y --width --height [--extent xmin,ymin,xmax,ymax]`
+- `add-label --layout LAYOUT --text TEXT --x --y --width --height [--font-size N]`
+
+### `export`
+- `presets`
+- `pdf OUTPUT --layout LAYOUT [--dpi] [--force-vector] [--force-raster] [--georeference/--no-georeference] [--overwrite]`
+- `image OUTPUT --layout LAYOUT [--dpi] [--overwrite]`
+
+### `process`
+- `list`
+- `help ALGORITHM_ID`
+- `run ALGORITHM_ID [--param KEY=VALUE ...]`
+
+### `session`
+- `status`
+- `history [--limit N]`
+
+## Examples
+
+### Create a project and add a writable layer
+
+```bash
+cli-anything-qgis --json project new -o demo.qgz --title "Demo" --crs EPSG:4326
+cli-anything-qgis --json --project demo.qgz layer create-vector \
+  --name places \
+  --geometry point \
+  --field name:string \
+  --field score:int
+```
+
+### Add features and inspect them
+
+```bash
+cli-anything-qgis --json --project demo.qgz feature add \
+  --layer places \
+  --wkt "POINT(1 2)" \
+  --attr name=HQ \
+  --attr score=5
+
+cli-anything-qgis --json --project demo.qgz feature list --layer places --limit 10
+```
+
+### Create and export a layout
+
+```bash
+cli-anything-qgis --json --project demo.qgz layout create --name Main
+cli-anything-qgis --json --project demo.qgz layout add-map --layout Main --x 10 --y 20 --width 180 --height 120
+cli-anything-qgis --json --project demo.qgz layout add-label --layout Main --text "Demo map" --x 10 --y 8 --width 100 --height 10
+cli-anything-qgis --json --project demo.qgz export pdf output.pdf --layout Main --overwrite
+```
+
+### Inspect or run processing algorithms
+
+```bash
+cli-anything-qgis --json process help native:buffer
+cli-anything-qgis --json --project demo.qgz process run native:buffer \
+  --param INPUT=/tmp/demo_data.gpkg|layername=places \
+  --param DISTANCE=1 \
+  --param SEGMENTS=8 \
+  --param END_CAP_STYLE=0 \
+  --param JOIN_STYLE=0 \
+  --param MITER_LIMIT=2 \
+  --param DISSOLVE=false \
+  --param OUTPUT=/tmp/buffer.geojson
+```
+
+### REPL
+
+```bash
+cli-anything-qgis
+```
+
+Example interactive flow:
+
+```text
+project new -o demo.qgz --title "Demo"
+layer create-vector --name places --geometry point --field name:string
+feature add --layer places --wkt "POINT(1 2)" --attr name=HQ
+layout create --name Main
+session status
+quit
+```

QGIS/agent-harness/cli_anything/qgis/tests/TEST.md

@@ -0,0 +1,157 @@
+# cli-anything-qgis test plan
+
+## Scope
+
+This test plan covers the production-style QGIS harness under `cli_anything/qgis/`.
+
+The suite is split into:
+
+- `test_core.py` for direct module tests against PyQGIS helpers and backend wrappers
+- `test_full_e2e.py` for real workflow coverage and installed-command subprocess coverage
+
+## Planned unit and module coverage
+
+### Backend helpers
+- `find_qgis_process()` returns a usable executable path or raises a clear error
+- `project_path_argument()` normalizes project paths
+- `run_process_json()` normalizes JSON and failure cases
+
+### Project helpers
+- create a new project
+- open an existing project
+- save a project to a path
+- change project CRS
+- derive the default datastore path
+- summarize project metadata
+
+### Layer helpers
+- parse field specs
+- create GeoPackage-backed vector layers with fields
+- list and inspect layers
+- remove layers
+
+### Feature helpers
+- add features using WKT and typed attributes
+- list features with limits
+- validate bad attr specifications and bad booleans
+
+### Layout helpers
+- create layouts with page size/orientation
+- list and inspect layouts
+- add map items
+- add label items
+- remove layouts
+
+### Session helpers
+- record command history
+- save/load session history
+- report session status
+
+## Planned real end-to-end workflows
+
+### Workflow 1 — scratch project to PDF
+1. create a new project
+2. create a writable vector layer
+3. add features
+4. create a layout
+5. add a map item and label
+6. export PDF
+7. verify file exists, has non-zero size, and starts with `%PDF-`
+
+### Workflow 2 — scratch project to PNG
+1. create a new project
+2. create content and layout
+3. export image
+4. verify file exists, PNG signature is valid, and dimensions are positive
+
+### Workflow 3 — processing passthrough
+1. create a vector layer and add features
+2. run `native:buffer` through the harness
+3. verify output dataset exists and opens as a valid vector layer
+4. verify buffered feature count is positive
+
+## Planned subprocess coverage
+
+Subprocess tests must target the installed executable via `_resolve_cli("cli-anything-qgis")`.
+
+Planned checks:
+
+- `cli-anything-qgis --help`
+- `cli-anything-qgis --json process help native:printlayouttopdf`
+- `cli-anything-qgis --json project new -o ...`
+- full installed-command PDF workflow
+- full installed-command PNG workflow
+
+## Planned execution commands
+
+```bash
+CLI_ANYTHING_FORCE_INSTALLED=1 python3 -m pytest cli_anything/qgis/tests/test_core.py -v
+CLI_ANYTHING_FORCE_INSTALLED=1 python3 -m pytest cli_anything/qgis/tests/test_full_e2e.py -v -s
+CLI_ANYTHING_FORCE_INSTALLED=1 python3 -m pytest cli_anything/qgis/tests -v -s --tb=no
+```
+
+## Results
+
+### Coverage note
+
+- Direct core tests covered project, layer, feature, layout, session, and backend error-normalization helpers, including a point-only layout auto-extent regression.
+- Real E2E coverage exercised PDF export, PNG export, and `native:buffer` processing against the installed QGIS runtime.
+- Subprocess coverage verified the installed `cli-anything-qgis` entrypoint, JSON help output, project creation, full PDF/PNG workflows, and the point-only `layout add-map` regression path.
+- One known warning remains: `QgsLayoutItemLabel.setFont()` is deprecated in this QGIS build, but exports and tests pass.
+
+### `pytest -v -s --tb=no` output
+
+```text
+============================= test session starts ==============================
+platform linux -- Python 3.12.3, pytest-9.0.2, pluggy-1.6.0 -- /home/wangh68/project/cli_anything_g/QGIS/agent-harness/.venv/bin/python
+cachedir: .pytest_cache
+rootdir: /home/wangh68/project/cli_anything_g/QGIS/agent-harness
+configfile: pytest.ini
+plugins: cov-7.1.0, anyio-4.12.1
+collecting ... collected 22 items
+
+QGIS/agent-harness/cli_anything/qgis/tests/test_core.py::test_project_create_save_open_and_info PASSED
+QGIS/agent-harness/cli_anything/qgis/tests/test_core.py::test_default_datastore_path PASSED
+QGIS/agent-harness/cli_anything/qgis/tests/test_core.py::test_parse_field_and_param_specs PASSED
+QGIS/agent-harness/cli_anything/qgis/tests/test_core.py::test_layer_create_list_info_and_remove PASSED
+QGIS/agent-harness/cli_anything/qgis/tests/test_core.py::test_feature_add_and_list PASSED
+QGIS/agent-harness/cli_anything/qgis/tests/test_core.py::test_feature_add_rejects_invalid_boolean PASSED
+QGIS/agent-harness/cli_anything/qgis/tests/test_core.py::test_layout_create_add_items_and_remove PASSED
+QGIS/agent-harness/cli_anything/qgis/tests/test_core.py::test_layout_add_map_accepts_point_only_project PASSED
+QGIS/agent-harness/cli_anything/qgis/tests/test_core.py::test_export_presets_describe_supported_formats PASSED
+QGIS/agent-harness/cli_anything/qgis/tests/test_core.py::test_session_save_load_and_status PASSED
+QGIS/agent-harness/cli_anything/qgis/tests/test_core.py::test_project_path_argument_normalizes PASSED
+QGIS/agent-harness/cli_anything/qgis/tests/test_core.py::test_find_qgis_process_missing_raises_clear_error PASSED
+QGIS/agent-harness/cli_anything/qgis/tests/test_core.py::test_run_process_json_normalizes_backend_failure PASSED
+QGIS/agent-harness/cli_anything/qgis/tests/test_full_e2e.py::TestRealCLIWorkflows::test_scratch_project_to_pdf PDF artifact: /tmp/pytest-of-wangh68/pytest-10/test_scratch_project_to_pdf0/workflow.pdf
+PASSED
+QGIS/agent-harness/cli_anything/qgis/tests/test_full_e2e.py::TestRealCLIWorkflows::test_scratch_project_to_png PNG artifact: /tmp/pytest-of-wangh68/pytest-10/test_scratch_project_to_png0/workflow.png
+PASSED
+QGIS/agent-harness/cli_anything/qgis/tests/test_full_e2e.py::TestRealCLIWorkflows::test_processing_passthrough_buffer PASSED
+QGIS/agent-harness/cli_anything/qgis/tests/test_full_e2e.py::TestCLISubprocess::test_help [_resolve_cli] Using sibling command: /home/wangh68/project/cli_anything_g/QGIS/agent-harness/.venv/bin/cli-anything-qgis
+PASSED
+QGIS/agent-harness/cli_anything/qgis/tests/test_full_e2e.py::TestCLISubprocess::test_process_help_json [_resolve_cli] Using sibling command: /home/wangh68/project/cli_anything_g/QGIS/agent-harness/.venv/bin/cli-anything-qgis
+PASSED
+QGIS/agent-harness/cli_anything/qgis/tests/test_full_e2e.py::TestCLISubprocess::test_project_new_json [_resolve_cli] Using sibling command: /home/wangh68/project/cli_anything_g/QGIS/agent-harness/.venv/bin/cli-anything-qgis
+PASSED
+QGIS/agent-harness/cli_anything/qgis/tests/test_full_e2e.py::TestCLISubprocess::test_full_pdf_workflow [_resolve_cli] Using sibling command: /home/wangh68/project/cli_anything_g/QGIS/agent-harness/.venv/bin/cli-anything-qgis
+Subprocess PDF artifact: /tmp/pytest-of-wangh68/pytest-10/test_full_pdf_workflow0/subprocess.pdf
+PASSED
+QGIS/agent-harness/cli_anything/qgis/tests/test_full_e2e.py::TestCLISubprocess::test_full_png_workflow [_resolve_cli] Using sibling command: /home/wangh68/project/cli_anything_g/QGIS/agent-harness/.venv/bin/cli-anything-qgis
+Subprocess PNG artifact: /tmp/pytest-of-wangh68/pytest-10/test_full_png_workflow0/subprocess.png
+PASSED
+QGIS/agent-harness/cli_anything/qgis/tests/test_full_e2e.py::TestCLISubprocess::test_point_only_project_add_map_without_extent [_resolve_cli] Using sibling command: /home/wangh68/project/cli_anything_g/QGIS/agent-harness/.venv/bin/cli-anything-qgis
+Subprocess point-only PDF artifact: /tmp/pytest-of-wangh68/pytest-10/test_point_only_project_add_ma0/subprocess_point.pdf
+PASSED
+
+=============================== warnings summary ===============================
+cli_anything/qgis/tests/test_core.py::test_layout_create_add_items_and_remove
+cli_anything/qgis/tests/test_full_e2e.py::TestRealCLIWorkflows::test_scratch_project_to_pdf
+cli_anything/qgis/tests/test_full_e2e.py::TestRealCLIWorkflows::test_scratch_project_to_png
+cli_anything/qgis/tests/test_full_e2e.py::TestRealCLIWorkflows::test_processing_passthrough_buffer
+  /home/wangh68/project/cli_anything_g/QGIS/agent-harness/cli_anything/qgis/core/layouts.py:187: DeprecationWarning: QgsLayoutItemLabel.setFont() is deprecated
+    label.setFont(font)
+
+-- Docs: https://docs.pytest.org/en/stable/how-to/capture-warnings.html
+======================= 22 passed, 4 warnings in 18.95s ========================
+```

QGIS/agent-harness/cli_anything/qgis/tests/test_core.py

@@ -0,0 +1,259 @@
+"""Core tests for cli-anything-qgis using PyQGIS and focused backend mocks."""
+
+from __future__ import annotations
+
+import json
+import os
+import subprocess
+import sys
+from pathlib import Path
+from unittest import mock
+
+import pytest
+
+os.environ.setdefault("QT_QPA_PLATFORM", "offscreen")
+
+_PACKAGE_NAMESPACE_ROOT = Path(__file__).resolve().parents[2]
+if str(_PACKAGE_NAMESPACE_ROOT) in sys.path:
+    sys.path.remove(str(_PACKAGE_NAMESPACE_ROOT))
+
+from cli_anything.qgis.core import export as export_mod
+from cli_anything.qgis.core import features as features_mod
+from cli_anything.qgis.core import layers as layers_mod
+from cli_anything.qgis.core import layouts as layouts_mod
+from cli_anything.qgis.core import processing as processing_mod
+from cli_anything.qgis.core import project as project_mod
+from cli_anything.qgis.core.session import Session
+from cli_anything.qgis.utils import qgis_backend as backend
+from cli_anything.qgis.utils.qgis_backend import QgisBackendError, QgisProcessError
+
+
+@pytest.fixture(autouse=True)
+def clean_qgis_project():
+    backend.ensure_qgis_app()
+    project = project_mod.current_project()
+    project.clear()
+    project.setFileName("")
+    yield
+    project.clear()
+    project.setFileName("")
+
+
+def _create_polygon_project(tmp_path: Path, name: str = "demo") -> Path:
+    project_path = tmp_path / f"{name}.qgz"
+    project_mod.create_project(str(project_path), title=name.title(), crs="EPSG:4326")
+    layers_mod.create_vector_layer(
+        "areas",
+        "polygon",
+        "EPSG:4326",
+        ["name:string", "active:bool", "count:int"],
+    )
+    features_mod.add_feature(
+        "areas",
+        "POLYGON((0 0,0 5,5 5,5 0,0 0))",
+        ["name=ZoneA", "active=true", "count=3"],
+    )
+    project_mod.save_project()
+    return project_path
+
+
+def test_project_create_save_open_and_info(tmp_path: Path):
+    project_path = tmp_path / "sample.qgz"
+
+    created = project_mod.create_project(str(project_path), title="Sample", crs="EPSG:4326")
+    assert created["path"] == str(project_path.resolve())
+    assert created["title"] == "Sample"
+    assert created["crs"] == "EPSG:4326"
+    assert created["layer_count"] == 0
+    assert created["layout_count"] == 0
+    assert created["datastore_path"] == str((tmp_path / "sample_data.gpkg").resolve())
+
+    updated = project_mod.set_project_crs("EPSG:3857")
+    assert updated["crs"] == "EPSG:3857"
+
+    saved = project_mod.save_project()
+    assert Path(saved["path"]).exists()
+
+    renamed_path = tmp_path / "renamed.qgz"
+    renamed = project_mod.save_project(str(renamed_path))
+    assert renamed["path"] == str(renamed_path.resolve())
+    assert Path(renamed["path"]).exists()
+
+    reopened = project_mod.open_project(str(renamed_path))
+    assert reopened["path"] == str(renamed_path.resolve())
+    assert reopened["crs"] == "EPSG:3857"
+    assert reopened["title"] == "Sample"
+
+
+def test_default_datastore_path(tmp_path: Path):
+    project_path = tmp_path / "city.qgz"
+    expected = tmp_path / "city_data.gpkg"
+    assert project_mod.default_datastore_path(str(project_path)) == str(expected)
+
+
+def test_parse_field_and_param_specs():
+    fields = layers_mod.parse_field_specs(["name:string", "score:int", "active:bool"])
+    assert [field["name"] for field in fields] == ["name", "score", "active"]
+    assert [field["type"] for field in fields] == ["string", "integer", "bool"]
+
+    params = processing_mod.parse_param_specs(["INPUT=areas", "DISTANCE=10"])
+    assert params == ["INPUT=areas", "DISTANCE=10"]
+
+    with pytest.raises(QgisBackendError):
+        layers_mod.parse_field_specs(["name:string", "name:int"])
+
+    with pytest.raises(QgisBackendError):
+        processing_mod.parse_param_specs(["NOT_A_PARAM"])
+
+
+def test_layer_create_list_info_and_remove(tmp_path: Path):
+    project_mod.create_project(str(tmp_path / "layers.qgz"), title="Layers", crs="EPSG:4326")
+
+    created = layers_mod.create_vector_layer(
+        "places",
+        "point",
+        "EPSG:4326",
+        ["name:string", "score:int"],
+    )
+    assert created["name"] == "places"
+    assert created["provider"] == "ogr"
+    assert created["type"] == "vector"
+    assert {"name", "score"}.issubset({field["name"] for field in created["fields"]})
+
+    listing = layers_mod.list_layers()
+    assert listing["count"] == 1
+    assert listing["layers"][0]["name"] == "places"
+
+    info = layers_mod.layer_info("places")
+    assert info["id"] == created["id"]
+    assert info["source"].endswith("layers_data.gpkg|layername=places")
+
+    removed = layers_mod.remove_layer("places")
+    assert removed["name"] == "places"
+    assert layers_mod.list_layers()["count"] == 0
+
+
+def test_feature_add_and_list(tmp_path: Path):
+    project_mod.create_project(str(tmp_path / "features.qgz"), title="Features", crs="EPSG:4326")
+    layers_mod.create_vector_layer(
+        "points",
+        "point",
+        "EPSG:4326",
+        ["name:string", "count:int", "rating:double", "active:bool"],
+    )
+
+    added = features_mod.add_feature(
+        "points",
+        "POINT(1 2)",
+        ["name=HQ", "count=7", "rating=2.5", "active=true"],
+    )
+    attrs = added["feature"]["attributes"]
+    assert attrs["name"] == "HQ"
+    assert attrs["count"] == 7
+    assert float(attrs["rating"]) == pytest.approx(2.5)
+    assert bool(attrs["active"]) is True
+
+    listing = features_mod.list_features("points", limit=1)
+    assert listing["feature_count"] == 1
+    assert len(listing["features"]) == 1
+    assert listing["features"][0]["geometry_wkt"].startswith("Point")
+
+
+def test_feature_add_rejects_invalid_boolean(tmp_path: Path):
+    project_mod.create_project(str(tmp_path / "invalid_bool.qgz"), title="InvalidBool", crs="EPSG:4326")
+    layers_mod.create_vector_layer("points", "point", "EPSG:4326", ["active:bool"])
+
+    with pytest.raises(QgisBackendError):
+        features_mod.add_feature("points", "POINT(0 0)", ["active=maybe"])
+
+
+def test_layout_create_add_items_and_remove(tmp_path: Path):
+    _create_polygon_project(tmp_path, name="layout_demo")
+
+    created = layouts_mod.create_layout("Main", page_size="A4", orientation="portrait")
+    assert created["name"] == "Main"
+
+    with_map = layouts_mod.add_map_item("Main", 10, 20, 180, 120)
+    assert any(item["type"] == "QgsLayoutItemMap" for item in with_map["items"])
+
+    with_label = layouts_mod.add_label_item("Main", "Demo map", 10, 8, 80, 10, font_size=16)
+    assert any(item["type"] == "QgsLayoutItemLabel" for item in with_label["items"])
+
+    listing = layouts_mod.list_layouts()
+    assert listing["count"] == 1
+    assert listing["layouts"][0]["name"] == "Main"
+
+    removed = layouts_mod.remove_layout("Main")
+    assert removed["name"] == "Main"
+    assert layouts_mod.list_layouts()["count"] == 0
+
+
+def test_layout_add_map_accepts_point_only_project(tmp_path: Path):
+    project_mod.create_project(str(tmp_path / "point_layout.qgz"), title="PointLayout", crs="EPSG:4326")
+    layers_mod.create_vector_layer("points", "point", "EPSG:4326", ["name:string"])
+    features_mod.add_feature("points", "POINT(1 2)", ["name=HQ"])
+
+    layouts_mod.create_layout("Main", page_size="A4", orientation="portrait")
+    with_map = layouts_mod.add_map_item("Main", 10, 20, 180, 120)
+
+    assert any(item["type"] == "QgsLayoutItemMap" for item in with_map["items"])
+
+
+def test_export_presets_describe_supported_formats():
+    presets = export_mod.export_presets()
+    formats = {item["name"]: item["algorithm"] for item in presets["formats"]}
+    assert formats == {
+        "pdf": "native:printlayouttopdf",
+        "image": "native:printlayouttoimage",
+    }
+
+
+def test_session_save_load_and_status(tmp_path: Path):
+    session_path = tmp_path / "session.json"
+    session = Session(str(session_path))
+    session.set_project_path("/tmp/demo.qgz")
+    session.record("project info", {"project": "/tmp/demo.qgz"}, {"path": "/tmp/demo.qgz"})
+
+    reloaded = Session(str(session_path))
+    assert reloaded.current_project_path == "/tmp/demo.qgz"
+    assert reloaded.history_count == 1
+    assert reloaded.history(limit=1)[0]["command"] == "project info"
+
+    status = reloaded.status(modified=True)
+    assert status == {
+        "current_project_path": "/tmp/demo.qgz",
+        "project_name": "demo.qgz",
+        "modified": True,
+        "history_count": 1,
+    }
+
+
+def test_project_path_argument_normalizes(tmp_path: Path):
+    project_path = tmp_path / "demo.qgz"
+    expected = f"--PROJECT_PATH={project_path.resolve()}"
+    assert backend.project_path_argument(project_path) == expected
+    assert backend.project_path_argument(None) is None
+
+
+def test_find_qgis_process_missing_raises_clear_error():
+    with mock.patch("cli_anything.qgis.utils.qgis_backend.shutil.which", return_value=None):
+        with pytest.raises(QgisBackendError, match="qgis_process is not installed"):
+            backend.find_qgis_process()
+
+
+def test_run_process_json_normalizes_backend_failure():
+    payload = {"log": [{"message": "buffer failed"}]}
+    completed = subprocess.CompletedProcess(
+        args=["/usr/bin/qgis_process", "--json", "run", "native:buffer"],
+        returncode=1,
+        stdout=json.dumps(payload),
+        stderr="",
+    )
+
+    with mock.patch("cli_anything.qgis.utils.qgis_backend.find_qgis_process", return_value="/usr/bin/qgis_process"):
+        with mock.patch("cli_anything.qgis.utils.qgis_backend.subprocess.run", return_value=completed):
+            with pytest.raises(QgisProcessError, match="buffer failed") as exc_info:
+                backend.run_process_json(["run", "native:buffer"])
+
+    assert exc_info.value.returncode == 1
+    assert exc_info.value.payload == payload

QGIS/agent-harness/cli_anything/qgis/tests/test_full_e2e.py

@@ -0,0 +1,562 @@
+"""End-to-end and subprocess tests for cli-anything-qgis."""
+
+from __future__ import annotations
+
+import json
+import os
+import shutil
+import subprocess
+import sys
+from pathlib import Path
+
+import pytest
+from click.testing import CliRunner
+
+os.environ.setdefault("QT_QPA_PLATFORM", "offscreen")
+
+_PACKAGE_NAMESPACE_ROOT = Path(__file__).resolve().parents[2]
+if str(_PACKAGE_NAMESPACE_ROOT) in sys.path:
+    sys.path.remove(str(_PACKAGE_NAMESPACE_ROOT))
+
+from cli_anything.qgis import qgis_cli
+from cli_anything.qgis.core import project as project_mod
+from cli_anything.qgis.qgis_cli import cli
+from cli_anything.qgis.utils import qgis_backend as backend
+
+
+PNG_SIGNATURE = b"\x89PNG\r\n\x1a\n"
+
+
+def _resolve_cli(name: str) -> list[str]:
+    """Resolve the CLI entry-point for subprocess tests.
+
+    Prefers an installed command on PATH and falls back to ``python -m``
+    unless ``CLI_ANYTHING_FORCE_INSTALLED=1`` is set.
+    """
+    force = os.environ.get("CLI_ANYTHING_FORCE_INSTALLED", "").strip() == "1"
+    sibling = Path(sys.executable).parent / name
+    if sibling.exists():
+        print(f"[_resolve_cli] Using sibling command: {sibling}")
+        return [str(sibling)]
+    path = shutil.which(name)
+    if path:
+        print(f"[_resolve_cli] Using installed command: {path}")
+        return [path]
+    if force:
+        raise RuntimeError(f"{name} not found in PATH. Install with: python3 -m pip install -e .")
+    module = "cli_anything.qgis.qgis_cli"
+    print(f"[_resolve_cli] Falling back to: {sys.executable} -m {module}")
+    return [sys.executable, "-m", module]
+
+
+@pytest.fixture(autouse=True)
+def clean_qgis_state(monkeypatch, tmp_path):
+    home_dir = tmp_path / "home"
+    home_dir.mkdir(parents=True, exist_ok=True)
+    monkeypatch.setenv("HOME", str(home_dir))
+    monkeypatch.setenv("QT_QPA_PLATFORM", os.environ.get("QT_QPA_PLATFORM", "offscreen"))
+
+    backend.ensure_qgis_app()
+    project = project_mod.current_project()
+    project.clear()
+    project.setFileName("")
+    qgis_cli._session = None
+    qgis_cli._json_output = False
+    qgis_cli._repl_mode = False
+
+    yield
+
+    project.clear()
+    project.setFileName("")
+    qgis_cli._session = None
+    qgis_cli._json_output = False
+    qgis_cli._repl_mode = False
+
+
+@pytest.fixture
+def runner() -> CliRunner:
+    return CliRunner()
+
+
+def _parse_json_output(raw: str) -> dict:
+    return json.loads(raw)
+
+
+def _invoke_json(runner: CliRunner, args: list[str]) -> dict:
+    result = runner.invoke(cli, ["--json", *args])
+    assert result.exit_code == 0, result.output
+    return _parse_json_output(result.output)
+
+
+def _subprocess_json(command: list[str], args: list[str], env: dict[str, str]) -> dict:
+    completed = subprocess.run(
+        [*command, "--json", *args],
+        capture_output=True,
+        text=True,
+        check=False,
+        env=env,
+    )
+    assert completed.returncode == 0, completed.stderr or completed.stdout
+    return json.loads(completed.stdout)
+
+
+def _build_cli_project(runner: CliRunner, tmp_path: Path, stem: str) -> dict[str, str]:
+    project_path = tmp_path / f"{stem}.qgz"
+
+    _invoke_json(runner, ["project", "new", "-o", str(project_path), "--title", stem])
+    layer = _invoke_json(
+        runner,
+        [
+            "--project",
+            str(project_path),
+            "layer",
+            "create-vector",
+            "--name",
+            "areas",
+            "--geometry",
+            "polygon",
+            "--field",
+            "name:string",
+            "--field",
+            "score:int",
+        ],
+    )
+    _invoke_json(
+        runner,
+        [
+            "--project",
+            str(project_path),
+            "feature",
+            "add",
+            "--layer",
+            "areas",
+            "--wkt",
+            "POLYGON((0 0,0 5,5 5,5 0,0 0))",
+            "--attr",
+            "name=ZoneA",
+            "--attr",
+            "score=5",
+        ],
+    )
+    _invoke_json(runner, ["--project", str(project_path), "layout", "create", "--name", "Main"])
+    _invoke_json(
+        runner,
+        [
+            "--project",
+            str(project_path),
+            "layout",
+            "add-map",
+            "--layout",
+            "Main",
+            "--x",
+            "10",
+            "--y",
+            "20",
+            "--width",
+            "180",
+            "--height",
+            "120",
+        ],
+    )
+    _invoke_json(
+        runner,
+        [
+            "--project",
+            str(project_path),
+            "layout",
+            "add-label",
+            "--layout",
+            "Main",
+            "--text",
+            "Demo map",
+            "--x",
+            "10",
+            "--y",
+            "8",
+            "--width",
+            "100",
+            "--height",
+            "10",
+        ],
+    )
+
+    return {
+        "project_path": str(project_path),
+        "layer_source": layer["source"],
+    }
+
+
+def _build_subprocess_project(command: list[str], tmp_path: Path, stem: str, env: dict[str, str]) -> dict[str, str]:
+    project_path = tmp_path / f"{stem}.qgz"
+
+    _subprocess_json(command, ["project", "new", "-o", str(project_path), "--title", stem], env)
+    layer = _subprocess_json(
+        command,
+        [
+            "--project",
+            str(project_path),
+            "layer",
+            "create-vector",
+            "--name",
+            "areas",
+            "--geometry",
+            "polygon",
+            "--field",
+            "name:string",
+            "--field",
+            "score:int",
+        ],
+        env,
+    )
+    _subprocess_json(
+        command,
+        [
+            "--project",
+            str(project_path),
+            "feature",
+            "add",
+            "--layer",
+            "areas",
+            "--wkt",
+            "POLYGON((0 0,0 5,5 5,5 0,0 0))",
+            "--attr",
+            "name=ZoneA",
+            "--attr",
+            "score=5",
+        ],
+        env,
+    )
+    _subprocess_json(command, ["--project", str(project_path), "layout", "create", "--name", "Main"], env)
+    _subprocess_json(
+        command,
+        [
+            "--project",
+            str(project_path),
+            "layout",
+            "add-map",
+            "--layout",
+            "Main",
+            "--x",
+            "10",
+            "--y",
+            "20",
+            "--width",
+            "180",
+            "--height",
+            "120",
+        ],
+        env,
+    )
+    _subprocess_json(
+        command,
+        [
+            "--project",
+            str(project_path),
+            "layout",
+            "add-label",
+            "--layout",
+            "Main",
+            "--text",
+            "Demo map",
+            "--x",
+            "10",
+            "--y",
+            "8",
+            "--width",
+            "100",
+            "--height",
+            "10",
+        ],
+        env,
+    )
+
+    return {
+        "project_path": str(project_path),
+        "layer_source": layer["source"],
+    }
+
+
+def _build_subprocess_point_project(
+    command: list[str], tmp_path: Path, stem: str, env: dict[str, str]
+) -> dict[str, str]:
+    project_path = tmp_path / f"{stem}.qgz"
+
+    _subprocess_json(command, ["project", "new", "-o", str(project_path), "--title", stem], env)
+    layer = _subprocess_json(
+        command,
+        [
+            "--project",
+            str(project_path),
+            "layer",
+            "create-vector",
+            "--name",
+            "places",
+            "--geometry",
+            "point",
+            "--field",
+            "name:string",
+            "--field",
+            "score:int",
+        ],
+        env,
+    )
+    _subprocess_json(
+        command,
+        [
+            "--project",
+            str(project_path),
+            "feature",
+            "add",
+            "--layer",
+            "places",
+            "--wkt",
+            "POINT(116.397 39.907)",
+            "--attr",
+            "name=Beijing",
+            "--attr",
+            "score=5",
+        ],
+        env,
+    )
+    _subprocess_json(command, ["--project", str(project_path), "layout", "create", "--name", "Main"], env)
+
+    return {
+        "project_path": str(project_path),
+        "layer_source": layer["source"],
+    }
+
+
+class TestRealCLIWorkflows:
+    def test_scratch_project_to_pdf(self, runner: CliRunner, tmp_path: Path):
+        build = _build_cli_project(runner, tmp_path, "pdf_workflow")
+        pdf_path = tmp_path / "workflow.pdf"
+
+        exported = _invoke_json(
+            runner,
+            [
+                "--project",
+                build["project_path"],
+                "export",
+                "pdf",
+                str(pdf_path),
+                "--layout",
+                "Main",
+                "--overwrite",
+            ],
+        )
+
+        output_path = Path(exported["output"])
+        assert output_path.exists()
+        assert output_path.stat().st_size > 0
+        assert output_path.read_bytes()[:5] == b"%PDF-"
+        print(f"PDF artifact: {output_path}")
+
+    def test_scratch_project_to_png(self, runner: CliRunner, tmp_path: Path):
+        from qgis.PyQt.QtGui import QImage
+
+        build = _build_cli_project(runner, tmp_path, "png_workflow")
+        png_path = tmp_path / "workflow.png"
+
+        exported = _invoke_json(
+            runner,
+            [
+                "--project",
+                build["project_path"],
+                "export",
+                "image",
+                str(png_path),
+                "--layout",
+                "Main",
+                "--overwrite",
+            ],
+        )
+
+        output_path = Path(exported["output"])
+        assert output_path.exists()
+        assert output_path.read_bytes()[:8] == PNG_SIGNATURE
+
+        image = QImage(str(output_path))
+        assert not image.isNull()
+        assert image.width() > 0
+        assert image.height() > 0
+        print(f"PNG artifact: {output_path}")
+
+    def test_processing_passthrough_buffer(self, runner: CliRunner, tmp_path: Path):
+        from qgis.core import QgsVectorLayer
+
+        build = _build_cli_project(runner, tmp_path, "buffer_workflow")
+        output_path = tmp_path / "buffer.geojson"
+
+        data = _invoke_json(
+            runner,
+            [
+                "--project",
+                build["project_path"],
+                "process",
+                "run",
+                "native:buffer",
+                "--param",
+                f"INPUT={build['layer_source']}",
+                "--param",
+                "DISTANCE=1",
+                "--param",
+                "SEGMENTS=8",
+                "--param",
+                "END_CAP_STYLE=0",
+                "--param",
+                "JOIN_STYLE=0",
+                "--param",
+                "MITER_LIMIT=2",
+                "--param",
+                "DISSOLVE=false",
+                "--param",
+                f"OUTPUT={output_path}",
+            ],
+        )
+
+        result_path = Path(data["results"]["OUTPUT"])
+        assert result_path.exists()
+
+        backend.ensure_qgis_app()
+        layer = QgsVectorLayer(str(result_path), "buffer", "ogr")
+        assert layer.isValid()
+        assert int(layer.featureCount()) > 0
+
+
+class TestCLISubprocess:
+    def test_help(self, tmp_path: Path):
+        command = _resolve_cli("cli-anything-qgis")
+        env = os.environ.copy()
+        env["HOME"] = str(tmp_path / "home")
+        env.setdefault("QT_QPA_PLATFORM", "offscreen")
+
+        completed = subprocess.run([*command, "--help"], capture_output=True, text=True, check=False, env=env)
+        assert completed.returncode == 0
+        assert "QGIS CLI" in completed.stdout
+
+    def test_process_help_json(self, tmp_path: Path):
+        command = _resolve_cli("cli-anything-qgis")
+        env = os.environ.copy()
+        env["HOME"] = str(tmp_path / "home")
+        env.setdefault("QT_QPA_PLATFORM", "offscreen")
+
+        payload = _subprocess_json(command, ["process", "help", "native:printlayouttopdf"], env)
+        assert payload["algorithm"]["id"] == "native:printlayouttopdf"
+
+    def test_project_new_json(self, tmp_path: Path):
+        command = _resolve_cli("cli-anything-qgis")
+        env = os.environ.copy()
+        env["HOME"] = str(tmp_path / "home")
+        env.setdefault("QT_QPA_PLATFORM", "offscreen")
+
+        project_path = tmp_path / "subprocess.qgz"
+        payload = _subprocess_json(command, ["project", "new", "-o", str(project_path), "--title", "Subprocess"], env)
+        assert payload["path"] == str(project_path.resolve())
+        assert Path(payload["path"]).exists()
+
+    def test_full_pdf_workflow(self, tmp_path: Path):
+        command = _resolve_cli("cli-anything-qgis")
+        env = os.environ.copy()
+        env["HOME"] = str(tmp_path / "home")
+        env.setdefault("QT_QPA_PLATFORM", "offscreen")
+
+        build = _build_subprocess_project(command, tmp_path, "subprocess_pdf", env)
+        pdf_path = tmp_path / "subprocess.pdf"
+        exported = _subprocess_json(
+            command,
+            [
+                "--project",
+                build["project_path"],
+                "export",
+                "pdf",
+                str(pdf_path),
+                "--layout",
+                "Main",
+                "--overwrite",
+            ],
+            env,
+        )
+
+        output_path = Path(exported["output"])
+        assert output_path.exists()
+        assert output_path.stat().st_size > 0
+        assert output_path.read_bytes()[:5] == b"%PDF-"
+        print(f"Subprocess PDF artifact: {output_path}")
+
+    def test_full_png_workflow(self, tmp_path: Path):
+        command = _resolve_cli("cli-anything-qgis")
+        env = os.environ.copy()
+        env["HOME"] = str(tmp_path / "home")
+        env.setdefault("QT_QPA_PLATFORM", "offscreen")
+
+        build = _build_subprocess_project(command, tmp_path, "subprocess_png", env)
+        png_path = tmp_path / "subprocess.png"
+        exported = _subprocess_json(
+            command,
+            [
+                "--project",
+                build["project_path"],
+                "export",
+                "image",
+                str(png_path),
+                "--layout",
+                "Main",
+                "--overwrite",
+            ],
+            env,
+        )
+
+        output_path = Path(exported["output"])
+        assert output_path.exists()
+        assert output_path.read_bytes()[:8] == PNG_SIGNATURE
+        print(f"Subprocess PNG artifact: {output_path}")
+
+    def test_point_only_project_add_map_without_extent(self, tmp_path: Path):
+        command = _resolve_cli("cli-anything-qgis")
+        env = os.environ.copy()
+        env["HOME"] = str(tmp_path / "home")
+        env.setdefault("QT_QPA_PLATFORM", "offscreen")
+
+        build = _build_subprocess_point_project(command, tmp_path, "subprocess_point", env)
+        add_map = _subprocess_json(
+            command,
+            [
+                "--project",
+                build["project_path"],
+                "layout",
+                "add-map",
+                "--layout",
+                "Main",
+                "--x",
+                "10",
+                "--y",
+                "20",
+                "--width",
+                "180",
+                "--height",
+                "120",
+            ],
+            env,
+        )
+        assert any(item["type"] == "QgsLayoutItemMap" for item in add_map["items"])
+
+        pdf_path = tmp_path / "subprocess_point.pdf"
+        exported = _subprocess_json(
+            command,
+            [
+                "--project",
+                build["project_path"],
+                "export",
+                "pdf",
+                str(pdf_path),
+                "--layout",
+                "Main",
+                "--overwrite",
+            ],
+            env,
+        )
+
+        output_path = Path(exported["output"])
+        assert output_path.exists()
+        assert output_path.read_bytes()[:5] == b"%PDF-"
+        print(f"Subprocess point-only PDF artifact: {output_path}")

QGIS/agent-harness/cli_anything/qgis/utils/__init__.py

@@ -0,0 +1 @@
+"""Utility helpers for cli-anything-qgis."""

QGIS/agent-harness/cli_anything/qgis/utils/qgis_backend.py

@@ -0,0 +1,247 @@
+"""Low-level backend helpers for PyQGIS and qgis_process."""
+
+from __future__ import annotations
+
+import json
+import os
+import shutil
+import subprocess
+import sys
+from pathlib import Path
+from typing import Any
+
+_QGIS_APP = None
+
+
+class QgisBackendError(RuntimeError):
+    """Base error raised by the QGIS backend wrapper."""
+
+
+class QgisProcessError(QgisBackendError):
+    """Raised when qgis_process fails."""
+
+    def __init__(
+        self,
+        message: str,
+        *,
+        command: list[str],
+        returncode: int,
+        stdout: str,
+        stderr: str,
+        payload: dict[str, Any] | None = None,
+    ) -> None:
+        super().__init__(message)
+        self.command = command
+        self.returncode = returncode
+        self.stdout = stdout
+        self.stderr = stderr
+        self.payload = payload
+
+
+def _normalize_path(path: str | os.PathLike[str]) -> str:
+    return str(Path(path).expanduser().resolve())
+
+
+def _detect_qgis_prefix() -> str:
+    prefix = os.environ.get("QGIS_PREFIX_PATH")
+    if prefix:
+        return prefix
+
+    for binary in ("qgis_process", "qgis"):
+        found = shutil.which(binary)
+        if found:
+            return str(Path(found).resolve().parent.parent)
+
+    return "/usr"
+
+
+def find_qgis_process() -> str:
+    """Return the qgis_process executable path or raise a clear error."""
+    path = shutil.which("qgis_process")
+    if path:
+        return path
+    raise QgisBackendError(
+        "qgis_process is not installed or not available in PATH. Install QGIS and ensure "
+        "the qgis_process command is available. Example: apt install qgis"
+    )
+
+
+def _is_shadow_qgis_module(module: Any) -> bool:
+    shadow_package = Path(__file__).resolve().parents[1]
+
+    module_file = getattr(module, "__file__", "") or ""
+    if module_file:
+        try:
+            if Path(module_file).resolve().is_relative_to(shadow_package):
+                return True
+        except OSError:
+            pass
+
+    module_paths = getattr(module, "__path__", None) or []
+    for item in module_paths:
+        try:
+            if Path(item).resolve().is_relative_to(shadow_package):
+                return True
+        except OSError:
+            continue
+
+    return False
+
+
+
+def _import_qgs_application():
+    shadow_root = str(Path(__file__).resolve().parents[2])
+
+    for name, module in list(sys.modules.items()):
+        if (name == "qgis" or name.startswith("qgis.")) and _is_shadow_qgis_module(module):
+            sys.modules.pop(name, None)
+
+    removed_shadow_root = False
+    if shadow_root in sys.path:
+        sys.path.remove(shadow_root)
+        removed_shadow_root = True
+
+    try:
+        from qgis.core import QgsApplication
+    except ImportError as exc:
+        raise QgisBackendError(
+            "PyQGIS is not importable in this Python environment. Install QGIS with Python "
+            "bindings and use a Python interpreter that can import qgis.core."
+        ) from exc
+    finally:
+        if removed_shadow_root:
+            sys.path.insert(0, shadow_root)
+
+    return QgsApplication
+
+
+
+def ensure_qgis_app():
+    """Initialize PyQGIS once for this Python process."""
+    global _QGIS_APP
+
+    if _QGIS_APP is not None:
+        return _QGIS_APP
+
+    QgsApplication = _import_qgs_application()
+    QgsApplication.setPrefixPath(_detect_qgis_prefix(), True)
+    _QGIS_APP = QgsApplication([], False)
+    _QGIS_APP.initQgis()
+    return _QGIS_APP
+
+
+def project_path_argument(project_path: str | None) -> str | None:
+    """Normalize project paths for qgis_process invocations."""
+    if not project_path:
+        return None
+    return f"--PROJECT_PATH={_normalize_path(project_path)}"
+
+
+def _extract_payload_message(payload: dict[str, Any] | None) -> str | None:
+    if not payload:
+        return None
+
+    log_entries = payload.get("log")
+    if isinstance(log_entries, list):
+        parts: list[str] = []
+        for entry in log_entries:
+            if isinstance(entry, dict):
+                message = entry.get("message") or entry.get("text")
+                if message:
+                    parts.append(str(message))
+            elif entry:
+                parts.append(str(entry))
+        if parts:
+            return " | ".join(parts[-3:])
+
+    results = payload.get("results")
+    if isinstance(results, dict) and "error" in results:
+        return str(results["error"])
+
+    return None
+
+
+def run_process_json(
+    arguments: list[str],
+    *,
+    project_path: str | None = None,
+    parameters: list[str] | None = None,
+) -> dict[str, Any]:
+    """Run qgis_process in JSON mode and return parsed output."""
+    command = [find_qgis_process(), "--json", *arguments]
+    project_arg = project_path_argument(project_path)
+    if project_arg:
+        command.append(project_arg)
+    if parameters:
+        command.append("--")
+        command.extend(parameters)
+
+    completed = subprocess.run(
+        command,
+        capture_output=True,
+        text=True,
+        check=False,
+    )
+
+    stdout = completed.stdout.strip()
+    stderr = completed.stderr.strip()
+    payload: dict[str, Any] | None = None
+
+    if stdout:
+        try:
+            parsed = json.loads(stdout)
+            if isinstance(parsed, dict):
+                payload = parsed
+            else:
+                payload = {"data": parsed}
+        except json.JSONDecodeError:
+            payload = None
+
+    if completed.returncode != 0:
+        message = _extract_payload_message(payload) or stderr or stdout or (
+            f"qgis_process exited with status {completed.returncode}"
+        )
+        raise QgisProcessError(
+            message,
+            command=command,
+            returncode=completed.returncode,
+            stdout=stdout,
+            stderr=stderr,
+            payload=payload,
+        )
+
+    if payload is None:
+        raise QgisProcessError(
+            "qgis_process returned non-JSON output in --json mode",
+            command=command,
+            returncode=completed.returncode,
+            stdout=stdout,
+            stderr=stderr,
+            payload=None,
+        )
+
+    return payload
+
+
+def list_algorithms() -> dict[str, Any]:
+    """Return the raw qgis_process list payload."""
+    return run_process_json(["list"])
+
+
+def help_algorithm(algorithm_id: str) -> dict[str, Any]:
+    """Return the raw qgis_process help payload for an algorithm."""
+    return run_process_json(["help", algorithm_id])
+
+
+def run_algorithm(
+    algorithm_id: str,
+    *,
+    parameters: list[str] | None = None,
+    project_path: str | None = None,
+) -> dict[str, Any]:
+    """Run a qgis_process algorithm and return the raw JSON payload."""
+    return run_process_json(
+        ["run", algorithm_id],
+        project_path=project_path,
+        parameters=parameters,
+    )

QGIS/agent-harness/cli_anything/qgis/utils/repl_skin.py

@@ -0,0 +1,193 @@
+"""Shared cli-anything REPL skin for cli-anything-qgis."""
+
+from __future__ import annotations
+
+import os
+import sys
+
+_RESET = "\033[0m"
+_BOLD = "\033[1m"
+_DARK_GRAY = "\033[38;5;240m"
+_GRAY = "\033[38;5;245m"
+_LIGHT_GRAY = "\033[38;5;250m"
+_CYAN = "\033[38;5;80m"
+_GREEN = "\033[38;5;78m"
+_YELLOW = "\033[38;5;220m"
+_RED = "\033[38;5;196m"
+
+_ACCENT_COLORS = {
+    "qgis": "\033[38;5;34m",
+}
+_DEFAULT_ACCENT = "\033[38;5;75m"
+
+_ICON_SMALL = "▸"
+_H_LINE = "─"
+_V_LINE = "│"
+_TL = "╭"
+_TR = "╮"
+_BL = "╰"
+_BR = "╯"
+
+
+def _strip_ansi(text: str) -> str:
+    import re
+
+    return re.sub(r"\033\[[^m]*m", "", text)
+
+
+def _visible_len(text: str) -> int:
+    return len(_strip_ansi(text))
+
+
+class ReplSkin:
+    """Small terminal UI wrapper for the QGIS REPL."""
+
+    def __init__(self, software: str, version: str = "1.0.0", history_file: str | None = None):
+        self.software = software.lower().replace("-", "_")
+        self.display_name = software.replace("_", " ").title()
+        self.version = version
+        self.accent = _ACCENT_COLORS.get(self.software, _DEFAULT_ACCENT)
+
+        if history_file is None:
+            from pathlib import Path
+
+            history_dir = Path.home() / f".cli-anything-{self.software}"
+            history_dir.mkdir(parents=True, exist_ok=True)
+            self.history_file = str(history_dir / "history")
+        else:
+            self.history_file = history_file
+
+        self._color = self._detect_color_support()
+
+    def _detect_color_support(self) -> bool:
+        if os.environ.get("NO_COLOR") or os.environ.get("CLI_ANYTHING_NO_COLOR"):
+            return False
+        if not hasattr(sys.stdout, "isatty"):
+            return False
+        return sys.stdout.isatty()
+
+    def _c(self, code: str, text: str) -> str:
+        if not self._color:
+            return text
+        return f"{code}{text}{_RESET}"
+
+    def print_banner(self) -> None:
+        inner = 54
+
+        def box_line(content: str) -> str:
+            padding = inner - _visible_len(content)
+            return f"{self._c(_DARK_GRAY, _V_LINE)}{content}{' ' * max(0, padding)}{self._c(_DARK_GRAY, _V_LINE)}"
+
+        top = self._c(_DARK_GRAY, f"{_TL}{_H_LINE * inner}{_TR}")
+        bottom = self._c(_DARK_GRAY, f"{_BL}{_H_LINE * inner}{_BR}")
+        icon = self._c(_CYAN + _BOLD, "◆")
+        brand = self._c(_CYAN + _BOLD, "cli-anything")
+        name = self._c(self.accent + _BOLD, self.display_name)
+        dot = self._c(_DARK_GRAY, "·")
+
+        print(top)
+        print(box_line(f" {icon}  {brand} {dot} {name}"))
+        print(box_line(f" {self._c(_DARK_GRAY, f'v{self.version}')}"))
+        print(box_line(""))
+        print(box_line(f" {self._c(_DARK_GRAY, 'Type help for commands, quit to exit')}"))
+        print(bottom)
+        print()
+
+    def prompt(self, project_name: str = "", modified: bool = False, context: str = "") -> str:
+        parts = []
+        parts.append(self._c(_CYAN, "◆ ") if self._color else "> ")
+        parts.append(self._c(self.accent + _BOLD, self.software))
+        if project_name or context:
+            current = context or project_name
+            suffix = "*" if modified else ""
+            parts.append(f" {self._c(_DARK_GRAY, '[')}")
+            parts.append(self._c(_LIGHT_GRAY, f"{current}{suffix}"))
+            parts.append(self._c(_DARK_GRAY, ']'))
+        parts.append(self._c(_GRAY, " ❯ "))
+        return "".join(parts)
+
+    def prompt_tokens(self, project_name: str = "", modified: bool = False, context: str = ""):
+        tokens = [("class:icon", "◆ "), ("class:software", self.software)]
+        if project_name or context:
+            current = context or project_name
+            suffix = "*" if modified else ""
+            tokens.extend(
+                [
+                    ("class:bracket", " ["),
+                    ("class:context", f"{current}{suffix}"),
+                    ("class:bracket", "]"),
+                ]
+            )
+        tokens.append(("class:arrow", " ❯ "))
+        return tokens
+
+    def get_prompt_style(self):
+        try:
+            from prompt_toolkit.styles import Style
+        except ImportError:
+            return None
+
+        accent = _ANSI_256_TO_HEX.get(self.accent, "#5fafff")
+        return Style.from_dict(
+            {
+                "icon": "#5fd7d7 bold",
+                "software": f"{accent} bold",
+                "bracket": "#585858",
+                "context": "#bcbcbc",
+                "arrow": "#808080",
+                "completion-menu.completion": "bg:#303030 #bcbcbc",
+                "completion-menu.completion.current": f"bg:{accent} #000000",
+                "completion-menu.meta.completion": "bg:#303030 #808080",
+                "completion-menu.meta.completion.current": f"bg:{accent} #000000",
+                "auto-suggest": "#585858",
+            }
+        )
+
+    def error(self, message: str) -> None:
+        print(f"  {self._c(_RED + _BOLD, '✗')} {self._c(_RED, message)}", file=sys.stderr)
+
+    def warning(self, message: str) -> None:
+        print(f"  {self._c(_YELLOW + _BOLD, '⚠')} {self._c(_YELLOW, message)}")
+
+    def success(self, message: str) -> None:
+        print(f"  {self._c(_GREEN + _BOLD, '✓')} {self._c(_GREEN, message)}")
+
+    def help(self, commands: dict[str, str]) -> None:
+        print()
+        print(f"  {self._c(self.accent + _BOLD, 'Commands')}")
+        print(f"  {self._c(_DARK_GRAY, _H_LINE * 8)}")
+        width = max((len(command) for command in commands), default=0)
+        for command, description in commands.items():
+            print(f"{self._c(self.accent, f'  {command:<{width}}')}  {self._c(_GRAY, description)}")
+        print()
+
+    def print_goodbye(self) -> None:
+        print(f"\n  {self._c(_CYAN, _ICON_SMALL)} {self._c(_GRAY, 'Goodbye!')}\n")
+
+    def create_prompt_session(self):
+        try:
+            from prompt_toolkit import PromptSession
+            from prompt_toolkit.auto_suggest import AutoSuggestFromHistory
+            from prompt_toolkit.history import FileHistory
+        except ImportError:
+            return None
+
+        return PromptSession(
+            history=FileHistory(self.history_file),
+            auto_suggest=AutoSuggestFromHistory(),
+            style=self.get_prompt_style(),
+            enable_history_search=True,
+        )
+
+    def get_input(self, prompt_session, project_name: str = "", modified: bool = False, context: str = "") -> str:
+        if prompt_session is not None:
+            from prompt_toolkit.formatted_text import FormattedText
+
+            return prompt_session.prompt(FormattedText(self.prompt_tokens(project_name, modified, context))).strip()
+        return input(self.prompt(project_name, modified, context)).strip()
+
+
+_ANSI_256_TO_HEX = {
+    "\033[38;5;34m": "#00af00",
+    "\033[38;5;75m": "#5fafff",
+}

QGIS/agent-harness/pytest.ini

@@ -0,0 +1,2 @@
+[pytest]
+addopts = --import-mode=importlib

QGIS/agent-harness/setup.py

@@ -0,0 +1,52 @@
+#!/usr/bin/env python3
+"""setup.py for cli-anything-qgis."""
+
+from setuptools import find_namespace_packages, setup
+
+with open("cli_anything/qgis/README.md", "r", encoding="utf-8") as fh:
+    long_description = fh.read()
+
+setup(
+    name="cli-anything-qgis",
+    version="1.0.0",
+    author="cli-anything contributors",
+    author_email="",
+    description="CLI harness for QGIS using PyQGIS for project authoring and qgis_process for exports and processing.",
+    long_description=long_description,
+    long_description_content_type="text/markdown",
+    url="https://github.com/HKUDS/CLI-Anything",
+    packages=find_namespace_packages(include=["cli_anything.*"]),
+    classifiers=[
+        "Development Status :: 4 - Beta",
+        "Intended Audience :: Developers",
+        "Topic :: Software Development :: Libraries :: Python Modules",
+        "Topic :: Scientific/Engineering :: GIS",
+        "License :: OSI Approved :: MIT License",
+        "Programming Language :: Python :: 3",
+        "Programming Language :: Python :: 3.10",
+        "Programming Language :: Python :: 3.11",
+        "Programming Language :: Python :: 3.12",
+    ],
+    python_requires=">=3.10",
+    install_requires=[
+        "click>=8.0.0",
+        "prompt-toolkit>=3.0.0",
+    ],
+    extras_require={
+        "dev": [
+            "pytest>=7.0.0",
+            "pytest-cov>=4.0.0",
+            "jinja2>=3.1.0",
+        ],
+    },
+    entry_points={
+        "console_scripts": [
+            "cli-anything-qgis=cli_anything.qgis.qgis_cli:main",
+        ],
+    },
+    package_data={
+        "cli_anything.qgis": ["skills/*.md"],
+    },
+    include_package_data=True,
+    zip_safe=False,
+)