The docs had drifted badly: docs/nodes.md still documented the Category Splitter and Prompt Builder (removed in V1.1) and the Knowledge Base Loader (removed in V2.1), gave the Resolver the wrong outputs, and the consistency test actively pinned the retired RESOLVED_TAGS/CATEGORY_MAP types. - README: rewritten around the V2 philosophy shift — 'know more, ask less'. Documents the automatic Knowledge Base growth, the opt-in KB-bounded semantic fallback and the fidelity work (know more), and the configuration centralization, node consolidation (eight nodes -> five) and hidden non-user-facing options (ask less), plus what did not change: determinism. Corrects the tagline (flat prompt, not category-separated) and the node tables. - docs/nodes.md: rewritten for the five shipped nodes with their real inputs and outputs, plus a full Configuration input reference and the settings that are deliberately not exposed. - docs/definition_of_done.md: V1 record marked complete; evidence re-pointed at the code as it stands (no compiler/splitter, compiler/builder). - docs/README.md: MASTER_SPEC reframed as the original design spec (code wins); index the in-repo docs. - examples/README.md: pipeline diagram redrawn for the current graph. - tests/test_docs_consistency.py: stop requiring the retired inter-stage types and add a guard so removed nodes cannot reappear in the reference. Co-authored-by: kunail0804 <kunail0804@gmail.com> Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
Documentation
Project documentation is maintained primarily in the GitHub Wiki.
MASTER_SPEC.md at the repository root is the original design
specification: it records the Version 1 design intent and is kept for reference.
Where it and the shipped code disagree, the code and this documentation win —
V1.1 and V2 changed parts of the pipeline (see the Roadmap).
This docs/ directory holds documentation that is not part of the wiki —
developer guides and generated references.
In this directory
nodes.md— the ComfyUI node reference (inputs, outputs, types).knowledge_base_build.md— how the Knowledge Base is regenerated.benchmarks.md— performance baselines.definition_of_done.md— the Version 1 completion record.
Where to look
- Overview & vision — wiki Overview and Vision
- Requirements — wiki Requirements and Success Criteria
- Architecture & pipeline — wiki Architecture and Pipeline
- Data model & schemas — wiki Data Model, Scene JSON and Schemas
- Knowledge Base — wiki Knowledge Base
- Contributing —
CONTRIBUTING.md