from __future__ import annotations import re COMMON_INPUT_TOOLTIPS = { "row_number": "Generation row to use. Changing it advances the deterministic selection without changing the main seed.", "start_index": "Metadata/output index offset only. It does not limit category pools or random choices.", "seed": "Main seed used when no more specific seed config overrides an axis.", "global_seed": "One seed that locks all prompt axes so the same inputs can recreate the same result.", "base_seed": "Base seed used by Seed Locker before applying a selected reroll axis.", "reroll_seed": "Seed for the selected reroll axis. Use -1 to derive it from the base seed.", "category": "Main category source. auto_weighted is legacy random; auto_full mixes legacy random with JSON categories including hardcore.", "subcategory": "Specific subcategory, or random to choose within the selected category.", "category_config": "Category/subcategory config from SxCP Category Preset.", "cast_config": "Cast size config from SxCP Cast Control.", "generation_profile": "General style/intensity profile from SxCP Generation Profile.", "filter_config": "Ethnicity/body filter config. Ethnicity List can feed this too.", "ethnicity_list": "Optional ethnicity pool. When connected, it overrides the slot or generator ethnicity picker.", "seed_config": "Per-axis seed config. Connect Global Seed, Seed Locker, or Seed Control here.", "camera_config": "Camera config used by the prompt formatter when camera mode is from_camera_config.", "location_config": "Location config from SxCP Location Pool. It can replace or add to the category scene pool.", "composition_config": "Composition config from SxCP Composition Pool or Location Theme. It can replace or add framing options.", "softcore_camera_config": "Camera config used only for the softcore Insta/OF prompt. Falls back to camera_config if empty.", "hardcore_camera_config": "Camera config used only for the hardcore Insta/OF prompt. Falls back to camera_config if empty.", "character_profile": "Saved or loaded single-character profile. Character slots override this for configured casts.", "character_cast": "Chain character slots here. The node closest to the final generator becomes the next auto_chain label.", "character_slot": "Single slot payload for saving/loading profiles or debugging one character.", "hardcore_position_config": "Hardcore action/position config. Chain Position Pool into Action Filter, then into the generator.", "custom_locations": "One custom location per line. Use plain text, or slug: location text.", "custom_compositions": "One custom composition/framing phrase per line.", "theme": "Matched location and composition theme, useful when the place needs compatible framing.", "metadata_json": "Structured metadata from an SxCP generator. Prefer this over raw prompt text for formatters and profile save.", "source_text": "Raw prompt, caption, or metadata JSON depending on input_hint.", "source_text_input": "Optional linked raw prompt/caption input. When connected, it overrides the source_text widget.", "input_hint": "Tells the node how to interpret source_text. auto tries metadata first.", "target": "For dual prompts, choose which side to output as the main Krea prompt.", "detail_level": "Controls how much detail the rewriter keeps. concise is shorter, dense keeps more clauses.", "style_mode": "How strongly the formatter rewrites visual style terms.", "preserve_trigger": "Keep the trigger token in the formatted prompt instead of stripping it.", "negative_prompt": "Negative prompt text to pass through or merge with generated negatives.", "extra_positive": "Extra positive text appended after the generated prompt.", "extra_negative": "Extra negative text appended after the generated negative prompt.", "trigger": "Training or style trigger token.", "prepend_trigger_to_prompt": "If enabled, put the trigger token at the start of generated prompts.", "bucket_index": "0 picks a random bucket. 1+ picks that position inside the selected orientation pool.", "megapixels": "Approximate megapixel count for the selected bucket.", "enabled": "Enable this node's effect while keeping it wired in the graph.", "combine_mode": "replace starts a new pool/config; add merges selected values into the incoming config.", "manual": "Manual character details config. Non-empty manual fields override generated slot details.", "characteristics": "Chainable character characteristic pool such as age/body/eyes/clothing.", "hair_config": "Chainable hair pool. Combine length, color, and style nodes before the character slot.", "summary": "Human-readable description of the config produced by this node.", "status": "Operation result or warning text.", "profile_name": "Name of the profile to save, load, rename, or delete.", "manual_profile_name": "Free-text profile name used when profile_name is set to manual.", "fallback_profile_json": "Profile JSON to use when a named profile cannot be loaded.", "rename_to": "New profile name used only when rename_now is enabled.", "save_now": "Writes the profile to disk only when enabled. Keep off while adjusting fields.", "delete_now": "Deletes the selected profile when enabled.", "rename_now": "Renames the selected profile when enabled.", "source": "Where the save node reads character data from.", "subject_type": "Character type for this slot or saved profile.", "label": "Character label. auto_chain assigns the next Woman/Man label based on incoming cast order.", "slot_seed": "Per-character seed. Use -1 to follow the generator person seed.", "age": "Age choice for this slot. Use Age Range node for a custom random age pool.", "manual_age": "Exact age phrase override, for example '32-year-old adult'.", "ethnicity": "Ethnicity choice for this slot. A connected Ethnicity List overrides this picker.", "figure": "General figure bias for generated body descriptors.", "figure_bias": "Woman-slot figure bias. Body pool can give more precise body choices.", "women_count": "Number of women in the generated cast when no Insta/OF preset overrides it.", "men_count": "Number of men in the generated cast when no Insta/OF preset overrides it.", "hardcore_women_count": "Number of women in the hardcore cast when hardcore_cast is use_counts.", "hardcore_men_count": "Number of men in the hardcore cast when hardcore_cast is use_counts.", "body": "Body choice for this slot. A Body Pool node can replace the random list.", "manual_body": "Exact body phrase override.", "body_phrase": "Full custom body wording. Use only when the body picker is not specific enough.", "skin": "Manual skin/complexion phrase.", "hair": "Manual hair phrase. Hair config nodes are better for controlled random choices.", "eyes": "Manual eye description.", "descriptor_detail": "How detailed this character's descriptor should be. Men usually work better compact.", "expression_enabled": "Master expression toggle for this generator or character.", "expression_intensity": "Expression intensity from 0 to 1. On the direct builder, -1 randomizes per row; on slots, -1 inherits the generator setting.", "expression_intensity_mode": "For Generation Profile, choose profile_default, random, or fixed value from expression_intensity.", "softcore_expression_intensity": "Optional expression intensity override for this character in softcore prompts. -1 inherits.", "hardcore_expression_intensity": "Optional expression intensity override for this character in hardcore prompts. -1 inherits.", "presence_mode": "Controls whether the character is visible, implied POV, or otherwise present.", "softcore_outfit": "Manual softcore outfit text for this character.", "hardcore_clothing": "Manual hardcore clothing/body exposure text for this character.", "custom_softcore_outfits": "One custom softcore outfit per line. Used when softcore_source is custom.", "custom_hardcore_clothing": "One custom hardcore clothing/body exposure state per line.", "condition": "Loop condition. When false, the loop stops and passes current values through.", "total": "Total number of loop iterations.", "skip": "Number of leading loop indexes to skip. skip=1 starts generation at index 2.", "collection": "Existing accumulated value or batch.", "value": "Value to append, store, or pass through.", "store_key": "Accumulator memory key. Same key shares stored entries across executions.", "store_key_input": "Connect SxCP Accumulator store_key here so preview/delete/save uses the same accumulator and graph dependency.", "action": "Accumulator operation: append, replace, clear, read, or append a variant.", "max_items": "Maximum stored entries kept in this accumulator.", "image_batch_mode": "How image entries are batched when dimensions differ.", "skip_empty": "Ignore empty inputs instead of adding blank entries.", "image": "Image to store in the accumulator.", "entry_id": "Stable ID used for replace_by_entry_id or grouping variants.", "entry_tag": "Optional suffix added to entry_id.", "preview_limit": "Maximum number of accumulator images to show in the preview panel.", "view_mode": "Accumulator Preview layout: grid shows many images, carousel shows one large image at a time.", "zoom_level": "Accumulator Preview image scale. Higher values make grid thumbnails or carousel image area larger.", "carousel_index": "1-based image position shown in carousel mode. The previous/next buttons update this value.", "delete_action": "Optional execution-time delete operation. JS buttons can delete interactively without setting this.", "delete_entry_id": "Entry id to delete when delete_action is delete_entry_id.", "delete_index": "1-based entry index to delete when delete_action is delete_index. 0 disables it.", "save_batch": "When enabled, save all current accumulator images once finished is true.", "finished": "Gate for saving. Outside a loop, leave true; inside a loop, wire a final-iteration signal.", "save_path": "Folder to save the accumulator batch. Relative paths are inside ComfyUI output; absolute paths are used directly.", "filename_prefix": "Filename prefix for saved accumulator images.", "clear_after_save": "Clear the accumulator store after a successful batch save.", "preview_text": "Serialized persistent text preview. It is updated after execution and saved with the workflow.", "preview_format": "How to convert an arbitrary input to preview text.", "max_chars": "Maximum stored preview characters. 0 disables truncation.", "mode": "Switch direction: pick_input selects one input to value, route_output sends route_value to one output.", "index": "Index used by SxCP Index Switch. For Loop Start outputs one_based indexes by default.", "index_base": "one_based means index 1 selects input_1. zero_based means index 0 selects input_1.", "missing_behavior": "What to do when the requested switch input is not connected: use fallback, output none, clamp, or wrap.", "fallback": "Optional value used by SxCP Index Switch when the requested input is missing and missing_behavior is fallback.", "route_value": "Value routed to output_N when mode is route_output.", "clothing": "Built-in clothing density for legacy direct generation. random picks full/minimal from the seeded row.", "poses": "Built-in pose pool for legacy direct generation. random picks standard/evocative from the seeded row.", "backside_bias": "Legacy bias toward rear/backside poses where that category supports it.", "minimal_clothing_ratio": "Legacy weighted ratio override. -1 keeps the category/profile default.", "standard_pose_ratio": "Legacy weighted ratio override. -1 keeps the category/profile default.", "profile": "Generation profile preset for broad style, clothing, pose, and expression defaults.", "clothing_override": "Override the profile clothing setting, or leave profile_default.", "poses_override": "Override the profile pose setting, or leave profile_default.", "trigger_policy": "Controls whether the profile prepends the trigger token.", "cast_mode": "Preset cast shape. Custom counts are used when the preset allows them.", "women_weights": "Comma-separated count weights. First value maps to women_start_count, second to +1, and so on.", "men_weights": "Comma-separated count weights. First value maps to men_start_count, second to +1, and so on.", "women_start_count": "Woman count represented by the first women_weights value.", "men_start_count": "Man count represented by the first men_weights value.", "empty_behavior": "What to do if the weighted pick selects zero women and zero men.", "preset": "Category preset for common workflow lanes.", "camera_mode": "Camera style preset.", "shot_size": "How much of the body/frame should be visible.", "angle": "Camera angle relative to the subject.", "lens": "Lens wording to include in the prompt.", "distance": "Camera distance wording.", "orientation": "Horizontal/vertical framing wording.", "phone_visibility": "Whether the prompt mentions a visible/hidden phone.", "priority": "How strictly the prompt should enforce the camera wording.", "camera_detail": "off omits camera text, compact keeps one line, full emits detailed camera wording.", "subject_focus": "Optional camera focus phrase, such as face/body/contact emphasis.", "strict_excludes": "When enabled, only selected ethnicity groups are used. When off, selections act more like soft includes.", "min_age": "Minimum adult age in this custom age pool.", "max_age": "Maximum adult age in this custom age pool.", "softcore_source": "Softcore outfit source for this character. custom reads custom_softcore_outfits.", "hardcore_state": "Hardcore clothing/body exposure state for this character.", "softcore_expression_enabled": "Enable expression text in the softcore prompt.", "hardcore_expression_enabled": "Enable expression text in the hardcore prompt.", "flow": "Loop flow-control socket. Wire from the matching loop start node.", "collection_mode": "How the loop end collects per-iteration values.", "skip_none": "Do not add empty values to the collection.", "collected": "Current accumulated value carried through the loop.", "collect_value": "Value captured from the current loop iteration.", "a": "First integer/boolean helper input.", "b": "Second integer/boolean helper input.", } NODE_INPUT_TOOLTIPS = { "SxCPSeedControl": { "category_seed_mode": "auto/follow_main follows the main seed; fixed uses category_seed; random rerolls this axis each queue.", "subcategory_seed_mode": "Controls which subcategory is selected. Change this to switch oral vs penetration when both are allowed.", "content_seed_mode": "Controls item/outfit content for non-pose categories.", "person_seed_mode": "Controls generated character appearance unless a slot seed overrides it.", "scene_seed_mode": "Controls location/scene selection.", "pose_seed_mode": "Controls pose/item selection for pose categories, including hardcore positions.", "role_seed_mode": "Controls role assignment and secondary action details.", "expression_seed_mode": "Controls selected expression text.", "composition_seed_mode": "Controls framing/composition text.", }, "SxCPSeedLocker": { "reroll_axis": "Choose the one axis to change while the rest stays locked. Use pose for sexual pose, scene for location, person for appearance.", }, "SxCPCastBias": { "seed": "Fixed cast-bias seed. Use -1 for a fresh cast each queue, or connect Global Seed/Seed Locker through seed_config.", "seed_config": "Optional seed config. The category seed controls weighted cast selection.", "women_weights": "Example with women_start_count=1: 0.6,0.25,0.1 means 60% one woman, 25% two women, 10% three women.", "men_weights": "Example with men_start_count=0: 0.5,0.35,0.1 means 50% no man, 35% one man, 10% two men.", "empty_behavior": "Prevents accidental empty casts when both weighted pools pick zero.", }, "SxCPSDXLBucketSize": { "orientation": "Bucket orientation filter. any uses the full table; portrait/square/landscape restrict random selection.", "seed": "Fixed bucket seed. Use -1 for a fresh random bucket each queue, or connect Global Seed for reproducible sizes.", "row_number": "Deterministic row offset for the bucket. With a fixed seed, changing this advances the bucket choice.", "bucket_index": "0=random. 1+ selects that bucket position inside the selected orientation pool and ignores seed.", "seed_config": "Optional seed config. The composition seed controls bucket choice, so Seed Locker can keep sizes fixed while rerolling pose/person.", }, "SxCPKrea2ResolutionSelector": { "megapixels": "Target megapixel preset. If it cannot fit the aspect ratio under the 2K Krea2 Turbo limit, the node clamps to the maximum valid size.", "aspect_ratio": "Krea API ratios are listed first; local-only helper ratios like 8:9 are included after them.", }, "SxCPCameraControl": { "camera_mode": "Camera style preset. Use from_camera_config in Insta/OF options to consume this.", "priority": "locked makes the camera wording strict; soft_hint allows the model more freedom.", "camera_detail": "off omits camera text, compact keeps one short line, full emits detailed camera constraints.", "phone_visibility": "Use phone_hidden or suppress_phone_visibility when you do not want 'phone hidden' text in prompts.", }, "SxCPCameraOrbitControl": { "horizontal_angle": "Orbit angle in degrees. 0=front, 90=right side, 180=back, 270=left side.", "vertical_angle": "Camera elevation. Negative looks up, positive looks down.", "zoom": "Maps to distance/framing when framing is from_zoom.", "framing": "How zoom should be translated into shot size/distance wording.", "include_degrees": "Include numeric degree wording in addition to human camera direction.", }, "SxCPQwenCameraTranslator": { "qwen_prompt": "Camera prompt from Qwen MultiAngle, for example ' front-right quarter view eye-level shot medium shot'.", "camera_info": "Optional structured camera_info from Qwen MultiAngle. Used before qwen_prompt when prefer_camera_info is true.", "prefer_camera_info": "Use structured camera_info values when available instead of parsing the text prompt.", "suppress_phone_visibility": "Avoid adding phone visibility text unless you explicitly set a phone option.", }, "SxCPHardcorePositionPool": { "family": "Restrict the broad hardcore family. Use any when you want oral and penetration to both be possible.", "combine_mode": "replace discards incoming position choices; add merges these choices with the incoming config.", "hardcore_position_config": "Optional incoming config. Usually connect previous Position Pool here only when chaining pools.", }, "SxCPHardcoreActionFilter": { "focus": "keep_pool preserves/broadens the incoming pool; *_only modes force one action family.", "allow_toys": "Allow toy/strap-on wording in hardcore actions.", "allow_double": "Allow double-penetration or second-contact wording.", "allow_penetration": "Allow vaginal/penetrative sex subcategories.", "allow_foreplay": "Allow hardcore teasing/foreplay setup actions such as kissing, caressing, breast/face touching, and undressing.", "allow_interaction": "Allow non-act interaction pools such as body worship, clothing transitions, guidance, camera presentation, watching, and aftercare.", "allow_manual": "Allow manual stimulation pools such as fingering, clit rubbing, and mutual masturbation.", "allow_oral": "Allow oral sex subcategories.", "allow_outercourse": "Allow non-penetrative penis-contact acts such as boobjob/titjob, footjob, penis licking, and testicle sucking.", "allow_anal": "Allow anal subcategories.", "allow_climax": "Allow cumshot/climax aftermath subcategories.", }, "SxCPInstaOFOptions": { "softcore_cast": "solo keeps softcore focused on Woman A; same_as_hardcore includes the same cast as the hardcore prompt.", "hardcore_cast": "use_counts reads hardcore_women_count/hardcore_men_count; presets set the counts automatically.", "softcore_level": "Controls the soft prompt exposure/outfit level.", "hardcore_level": "Controls how explicit the hardcore prompt style is.", "platform_style": "Instagram/OnlyFans styling bias for the dual prompt pair.", "continuity": "Whether the softcore and hardcore prompts share the room/creator setup.", "hardcore_clothing_continuity": "How clothing carries from softcore to hardcore. explicit_nude omits clothing references.", "softcore_camera_mode": "Camera mode for the softcore prompt, or from_camera_config.", "hardcore_camera_mode": "Camera mode for the hardcore prompt. same_as_softcore reuses the softcore setting.", "camera_detail": "Global camera verbosity for the pair unless a camera config overrides it.", "hardcore_detail_density": "How dense the hardcore action sentence should be in the Krea formatter.", }, "SxCPInstaOFPromptPair": { "options_json": "Options from SxCP Insta/OF Options. If empty, defaults are used.", "ethnicity": "Fallback ethnicity when no filter/ethnicity list or character slots are connected.", "figure": "Fallback figure bias when no character slot overrides it.", }, "SxCPPromptBuilderFromConfigs": { "seed": "Main seed. Connect Seed Config for per-axis control.", }, "SxCPCharacterProfileSave": { "profile_name": "Profile filename stem. Saving requires save_now=true.", "metadata_json": "Use generator metadata to save the currently generated character without regenerating it.", "character_slot": "Use this when saving a configured slot directly.", }, "SxCPCharacterProfileLoad": { "enabled": "When false, outputs an empty profile and leaves downstream generation unchanged.", "override_age": "Optional loaded-profile override. Empty keeps the profile value.", "override_body": "Optional body override. Empty keeps the profile value.", "override_descriptor_detail": "Override descriptor verbosity while keeping the rest of the loaded profile.", }, "SxCPKrea2Formatter": { "metadata_json": "Best input for Krea2 formatting because it preserves cast, camera, and hardcore action metadata.", "preserve_trigger": "Reminder: Krea2 formatting is intended to remove training/style triggers. Leave false unless you intentionally want a raw text trigger preserved.", "source_text": "Raw prompt fallback. Known trigger tokens are stripped by default for Krea2.", }, "SxCPSDXLFormatter": { "metadata_json": "Best input for SDXL tag formatting because it preserves cast, camera, outfit, and explicit action metadata.", "formatter_profile": "High-level formatter defaults. manual_controls keeps style_preset and quality_preset authoritative.", "style_preset": "Positive style anchor preset. flat_vector_pony matches the old SDXL tag style.", "quality_preset": "Quality/score tag tail for SDXL or Pony-style checkpoints.", "custom_style": "Optional replacement for the style preset. Leave empty to use style_preset.", "custom_quality": "Optional replacement for the quality preset. Leave empty to use quality_preset.", "nude_weight": "Weight used when explicit nude/body exposure tags are inferred.", }, "SxCPCaptionNaturalizer": { "metadata_json": "Best input for training captions because it preserves structured generator details.", "caption_profile": "Preset behavior for the caption rewrite. manual_controls keeps detail/style/include-trigger widgets authoritative.", "style_policy": "drop_style_tail removes generation/style boilerplate; keep_style_terms preserves more of it.", "include_trigger": "Keep this true for LoRA/training captions so the trigger token is learned.", }, "SxCPForLoopStart": { "index": "Output loop index. First generated index is skip + 1.", "collected": "Current accumulated value carried through the loop.", }, "SxCPLoopAppend": { "mode": "auto_batch tries tensor/latent batching first, then falls back to a list.", }, "SxCPAccumulator": { "image_batch_mode": "same_size_only keeps incompatible sizes separate; resize_to_first forces one image batch.", }, } def _tooltip_for_input(node_name: str, input_name: str) -> str: node_tooltips = NODE_INPUT_TOOLTIPS.get(node_name, {}) if input_name in node_tooltips: return node_tooltips[input_name] if input_name in COMMON_INPUT_TOOLTIPS: return COMMON_INPUT_TOOLTIPS[input_name] if input_name.endswith("_seed_mode"): axis = input_name[: -len("_seed_mode")] return f"How the {axis} seed is resolved: follow the main seed, use the fixed field, or reroll randomly." if input_name.endswith("_seed"): axis = input_name[: -len("_seed")] return f"Fixed {axis} seed value. Used only when the matching seed mode is fixed, or as a fallback for auto modes." if input_name.startswith("include_"): value = input_name[len("include_") :].replace("_", " ") return f"Include {value} in this random pool." if input_name.startswith("initial_value"): return "Carry value passed into the loop body and returned on the matching output." if re.match(r"^input_\d+$", input_name): return "Autoscaling switch input. Connect the last visible input to reveal the next one." if re.match(r"^output_\d+$", input_name): return "Autoscaling routed output. Connect the last visible output to reveal the next one." if input_name.startswith("override_"): return "Optional loaded-profile override. Leave empty or keep_profile to preserve the profile value." return "" def _copy_input_spec_with_tooltip(input_spec, tooltip: str): if not tooltip or not isinstance(input_spec, tuple): return input_spec if len(input_spec) >= 2 and isinstance(input_spec[1], dict): options = dict(input_spec[1]) options.setdefault("tooltip", tooltip) return (input_spec[0], options, *input_spec[2:]) if len(input_spec) == 1: return (input_spec[0], {"tooltip": tooltip}) return input_spec def _inject_input_tooltips(input_types: dict, node_name: str) -> dict: patched = dict(input_types) for group_name in ("required", "optional"): group = patched.get(group_name) if not isinstance(group, dict): continue patched_group = {} for input_name, input_spec in group.items(): patched_group[input_name] = _copy_input_spec_with_tooltip( input_spec, _tooltip_for_input(node_name, input_name), ) patched[group_name] = patched_group return patched def install_input_tooltips(node_classes: dict[str, type]) -> None: for node_name, node_class in node_classes.items(): original = getattr(node_class, "INPUT_TYPES", None) if original is None or getattr(node_class, "_sxcp_tooltips_installed", False): continue def input_types(cls, _original=original, _node_name=node_name): return _inject_input_tooltips(_original(), _node_name) node_class.INPUT_TYPES = classmethod(input_types) node_class._sxcp_tooltips_installed = True