Two ComfyUI issues found while testing.
1. Empty output with no error: the Knowledge Base Loader resolved a relative
`path` against ComfyUI's working directory, not this package, so the default
`knowledge_base/` loaded 0 entries (an empty KB is valid) and every concept
became unknown -> empty prompts. Relative paths now resolve against the
package root, and the loader warns when the Knowledge Base is empty.
2. Add a `raw` string output (a JSON dump of the node's data) to the Scene
Analyzer, Scene Validator, Resolver, Category Splitter, and Prompt Builder
nodes, plus a summary `raw` on the Knowledge Base Loader, for inspecting the
pipeline in the graph. Adds a shared to_raw_json helper.
Tests: package-relative path resolution (independent of cwd), empty-KB warning,
raw output content, and updated node metadata/return-arity expectations.
Co-authored-by: kunail0804 <kunail0804@gmail.com>
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
Expose the Scene Analyzer as a ComfyUI node (MASTER_SPEC §20) plus the node
registration plumbing and a shared output adapter.
- nodes/scene_analyzer_node.py: SceneAnalyzerNode, a thin adapter. Inputs are
Natural Language, Model Name, Temperature, Timeout, and an optional System
Prompt override; it builds a Config, constructs OllamaBackend.from_config, and
delegates to analyze(). Outputs (scene, warnings, errors): the SCENE model and
the warnings/errors formatted for display. No compiler logic in the node.
- nodes/adapters.py: format_messages() renders diagnostics as CODE: description
lines.
- Registration: nodes/__init__.py aggregates NODE_CLASS_MAPPINGS /
NODE_DISPLAY_NAME_MAPPINGS; the root __init__.py re-exports them.
ComfyUI compatibility: the node package uses relative imports internally so our
`nodes` package is never resolved as ComfyUI's own top-level `nodes` module, and
the entry point puts the repo root on sys.path so `compiler`/`schemas` resolve
when ComfyUI loads the package by file path.
Tests (no live Ollama): INPUT_TYPES/RETURN metadata, delegation to analyze
(monkeypatched) with warnings/errors surfaced, empty-message strings, system
prompt override passthrough, and ComfyUI registration.
Co-authored-by: kunail0804 <kunail0804@gmail.com>
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
