18Graph nodes
17Node classes
23Inputs
7Models
Tags: videoeducationexplainerdiagramanimationconceptvisual-learning
Inputs (23)#
The typed parameter surface callers bind when they request this workflow. Enum options and numeric bounds are the values the workflow document declares.
concept_categoryenumdefault consciousnessCategory of concept being explained
options:
consciousnessmeditationchakrasenergy_systemsphilosophysacred_geometrybreathingmindfulnessspiritualitysciencepsychologycosmologyvisualization_styleenumdefault diagram_flowStyle of visual explanation
options:
diagram_flowlayered_revealparticle_formationmorphing_shapesenergy_fieldsmandala_explanationtree_branchingwave_patternsorbital_motioncrystalline_growthvisual_metaphorenumdefault light_raysVisual metaphor to illustrate concept
options:
nonewater_flowlight_raystree_growthcosmic_danceflower_bloomingfire_transformationmountain_journeyocean_wavesbreath_cyclebackground_styleenumdefault clean_minimalBackground style for the explanation
options:
clean_minimalgradient_softcosmic_voidnature_abstractsacred_spacedigital_gridethereal_cloudsunderwater_depthstarfieldelement_appearanceenumdefault fade_inHow visual elements appear
options:
fade_ingrow_from_centerparticle_coalescedraw_onspiral_indrop_inemerge_from_lightconnection_styleenumdefault flowing_linesHow connections between elements are shown
options:
flowing_linesenergy_streamsdotted_pathsglowing_connectionsbranching_veinsorbital_pathswave_linkscolor_schemeenumdefault golden_wisdomColor scheme for the explanation
options:
monochrome_elegantchakra_spectrumearth_naturalcosmic_deepgolden_wisdomcool_analyticalwarm_spiritualrainbow_vibrantanimation_flowenumdefault sequentialHow the animation flows through elements
options:
sequentialsimultaneouswave_progressioncenter_outwardtop_downspiral_expansionbreathing_rhythmmotion_speedenumdefault gentle_moderateSpeed of animation motion
options:
slow_contemplativegentle_moderatedynamic_engaginginclude_text_areasbooleandefault falseInclude designated areas for text overlay
include_symbolsbooleandefault trueInclude sacred/educational symbols
symbol_setenumdefault sacred_geometrySet of symbols to use
options:
sacred_geometrychakra_symbolselemental_signsastronomicalmathematicalspiritual_iconsnature_symbolsglow_effectsbooleandefault trueAdd glow effects to key elements
particle_accentsbooleandefault trueInclude floating particle accents
duration_secondsintegerdefault 8min 5max 20Video duration in seconds (frame count = duration * fps; capped for AnimateDiff sliding-context sampling)
fpsintegerdefault 8max 24Frames per second (AnimateDiff motion is trained near 8fps; use interpolation downstream for higher rates)
resolutionenumdefault 720pOutput resolution
options:
480p720p1080ploop_seamlessbooleandefault trueCreate seamless looping animation
seedintegerdefault -1Random seed
frame_upscalebooleandefault falsePer-frame 2x enhancement before encoding (RealESRGAN 4x then 0.5 resample); compute-heavy, off by default
checkpointenumdefault dreamshaper_8SD1.5 checkpoint: DreamShaper 8 finetune (default, baked VAE) or base 1.5
options:
dreamshaper_8sd15_basemotion_adapterbooleandefault trueAnimateDiff v3 domain-adapter LoRA (cleans motion-training artifacts)
smooth_motionbooleandefault falseRIFE 4.9 frame interpolation (2x): doubles effective fps before encoding
ComfyUI node graph (18)#
The executable ComfyUI prompt graph: 18 nodes across 17 distinct node classes, wired by 21 data dependencies. Nodes tinted green come from a custom node pack this workflow declares; the rest are ComfyUI core / baked-community classes.
flowchart TD
n0["1: CheckpointLoaderSimple"]
n1["2: LoraLoader"]
n2["3: CLIPTextEncode"]
n3["4: CLIPTextEncode"]
n4["5: EmptyLatentImage"]
n5["6: ADE_StandardUniformContextOptions"]
n6["7: ADE_MultivalDynamic"]
n7["8: ADE_AnimateDiffLoaderGen1"]
n8["9: KSampler"]
n9["10: VAEDecode"]
n10["11: ColorEnhancement"]
n11["12: TemporalConsistencyProcessor"]
n12["13: VHS_VideoCombine"]
n13["fups_loader: UpscaleModelLoader"]
n14["fups_apply: ImageUpscaleWithModel"]
n15["fups_scale: ImageScaleBy"]
n16["ad_adapter: LoraLoaderModelOnly"]
n17["rife: RIFE VFI"]
n0 -->|model| n1
n0 -->|clip| n1
n1 -->|clip| n2
n1 -->|clip| n3
n16 -->|model| n7
n5 -->|context_options| n7
n6 -->|scale_multival| n7
n7 -->|model| n8
n2 -->|positive| n8
n3 -->|negative| n8
n4 -->|latent_image| n8
n8 -->|samples| n9
n0 -->|vae| n9
n9 -->|images| n10
n10 -->|images| n11
n15 -->|images| n12
n13 -->|upscale_model| n14
n17 -->|image| n14
n14 -->|image| n15
n1 -->|model| n16
n11 -->|frames| n17
classDef custom fill:#12b886,stroke:#0b6b4f,color:#04110c;
class n5,n6,n7,n10,n11,n12,n17 custom;
Nodes (18)#
1CheckpointLoaderSimplecoreckpt_name = {{checkpoint_files[checkpoint]}} tmploutputs:
MODELCLIPVAE2LoraLoadercoremodel = ◂ node 1 · out[0]clip = ◂ node 1 · out[1]lora_name = add_detail.safetensorsstrength_model = 0.3strength_clip = 0.3outputs:
MODELCLIP3CLIPTextEncodecoretext = {{constructed_prompt}} tmplclip = ◂ node 2 · out[1]outputs:
CONDITIONING4CLIPTextEncodecoretext = ugly, low quality, blurry, text, watermark, photo-realistic faces, people, realistic humans, cluttered, chaotic, noisy, distorted, amateur, messyclip = ◂ node 2 · out[1]outputs:
CONDITIONING5EmptyLatentImagecorewidth = {{resolution_map[resolution].width}} tmplheight = {{resolution_map[resolution].height}} tmplbatch_size = {{duration_seconds * fps}} tmploutputs:
LATENT6ADE_StandardUniformContextOptionscustom packcontext_length = 16context_stride = 1context_overlap = 4fuse_method = pyramiduse_on_equal_length = falsestart_percent = 0.0guarantee_steps = 1outputs:
CONTEXT_OPTIONS7ADE_MultivalDynamiccustom packfloat_val = {{motion_speed_map[motion_speed].scale}} tmploutputs:
MULTIVAL8ADE_AnimateDiffLoaderGen1custom packmodel = ◂ node ad_adapter · out[0]model_name = v3_sd15_mm.ckptbeta_schedule = autoselectcontext_options = ◂ node 6 · out[0]scale_multival = ◂ node 7 · out[0]outputs:
MODEL9KSamplercoremodel = ◂ node 8 · out[0]positive = ◂ node 3 · out[0]negative = ◂ node 4 · out[0]latent_image = ◂ node 5 · out[0]seed = {{seed}} tmplsteps = {{motion_speed_map[motion_speed].steps}} tmplcfg = 7.5sampler_name = dpmpp_2mscheduler = karrasdenoise = 1.0outputs:
LATENT10VAEDecodecoresamples = ◂ node 9 · out[0]vae = ◂ node 1 · out[2]outputs:
IMAGE11ColorEnhancementcustom packimages = ◂ node 10 · out[0]saturation = 1.1contrast = 1.05brightness = 1.0outputs:
IMAGE12TemporalConsistencyProcessorcustom packimages = ◂ node 11 · out[0]consistency_strength = 0.8flicker_reduction = 0.7outputs:
IMAGE13VHS_VideoCombinecustom packimages = ◂ node fups_scale · out[0]frame_rate = {{int(fps) * 2 if smooth_motion else int(fps)}} tmplloop_count = 0filename_prefix = concept_explainerformat = video/h264-mp4pingpong = {{loop_seamless}} tmplsave_output = trueoutputs:
VHS_FILENAMESfups_loaderUpscaleModelLoadercoremodel_name = RealESRGAN_x4plus.pthoutputs:
UPSCALE_MODELfups_applyImageUpscaleWithModelcoreupscale_model = ◂ node fups_loader · out[0]image = ◂ node rife · out[0]outputs:
IMAGEfups_scaleImageScaleBycoreimage = ◂ node fups_apply · out[0]upscale_method = lanczosscale_by = 0.5outputs:
IMAGEad_adapterLoraLoaderModelOnlycoremodel = ◂ node 2 · out[0]lora_name = v3_sd15_adapter.ckptstrength_model = 0.7outputs:
MODELrifeRIFE VFIcustom packckpt_name = rife49.pthframes = ◂ node 12 · out[0]clear_cache_after_n_frames = 10multiplier = 2fast_mode = trueensemble = truescale_factor = 1.0dtype = float32torch_compile = falsebatch_size = 1outputs:
IMAGEPrompt construction#
templateeducational concept explainer animation, {concept_prompt}, {visualization_prompt}, {background_prompt}, {appearance_prompt}, {connection_prompt}, {color_prompt}, {flow_prompt}{metaphor_clause}{symbols_clause}{glow_clause}{particles_clause}{text_areas_clause}, clean educational design, professional quality, motion graphics style, informative visualization, 4k qualityVariables (12)#
concept_prompt{{concept_prompts[concept_category]}} tmplvisualization_prompt{{visualization_style_prompts[visualization_style]}} tmplbackground_prompt{{background_prompts[background_style]}} tmplappearance_prompt{{appearance_prompts[element_appearance]}} tmplconnection_prompt{{connection_prompts[connection_style]}} tmplcolor_prompt{{color_prompts[color_scheme]}} tmplflow_prompt{{flow_prompts[animation_flow]}} tmplmetaphor_clause{{metaphor_prompts[visual_metaphor]}} tmplsymbols_clause{{', ' + symbol_prompts[symbol_set] if include_symbols else ''}} tmplglow_clause{{', with glowing effects, luminous highlights, radiant elements' if glow_effects else ''}} tmplparticles_clause{{', floating particles, ambient sparkles, energy motes' if particle_accents else ''}} tmpltext_areas_clause{{', with designated text overlay areas, clean space for labels' if include_text_areas else ''}} tmplParameter banks (13)#
The prompt / configuration lookup tables this workflow keys into from its inputs — the vocabulary that turns a style / palette / preset selection into graph parameters.
concept_prompts (12)#
consciousnessconsciousness concept visualization, awareness levels, mind states, perception layers, self-awareness diagrammeditationmeditation concept diagram, focus states, mental clarity, inner peace visualization, mindfulness mapchakraschakra system diagram, seven energy centers, spine alignment, chakra colors and symbols, energy flowenergy_systemssubtle energy system, meridians, nadis, energy channels, life force flow, prana visualizationphilosophyphilosophical concept visualization, abstract ideas, logic flow, wisdom representation, thought diagramsacred_geometrysacred geometry explanation, divine proportions, golden ratio, platonic solids, geometric relationshipsbreathingbreathing concept diagram, respiratory cycle, breath awareness, pranayama visualization, breath-energy connectionmindfulnessmindfulness concept, present moment awareness, attention diagram, non-judgment visualization, observing mindspiritualityspiritual concept visualization, transcendence, connection to divine, soul journey, enlightenment pathsciencescientific concept diagram, natural laws, cause-effect, empirical visualization, discovery representationpsychologypsychological concept, mind structure, emotional layers, cognitive processes, mental health diagramcosmologycosmological concept, universe structure, cosmic scales, space-time visualization, celestial relationshipsvisualization_style_prompts (10)#
diagram_flowflowing diagram style, connected nodes, relationship arrows, information flow, educational chartlayered_reveallayered revelation, peeling back levels, depth showing, hierarchical understanding, onion-like layersparticle_formationparticles forming shapes, coalescence into meaning, matter becoming concept, emergence visualizationmorphing_shapesshapes morphing between forms, transformation showing relationship, fluid geometric changeenergy_fieldsenergy field visualization, aura-like representations, field interactions, force visualizationmandala_explanationmandala-style explanation, circular arrangement, symmetric understanding, meditative diagramtree_branchingtree branching structure, root to leaves, hierarchical growth, organic organizationwave_patternswave pattern explanation, oscillation showing rhythm, frequency visualization, wavelike understandingorbital_motionorbital motion diagram, circular paths, celestial mechanics style, gravitational relationshipscrystalline_growthcrystalline growth pattern, geometric formation, structured emergence, faceted understandingmetaphor_prompts (10)#
nonewater_flow, using water flow as metaphor, liquid movement, stream visualization, fluid understandinglight_rays, using light rays as metaphor, illumination spreading, enlightening beams, radiant understandingtree_growth, using tree growth as metaphor, organic development, branching wisdom, rooted understandingcosmic_dance, using cosmic dance as metaphor, celestial movement, universal rhythm, stellar choreographyflower_blooming, using flower blooming as metaphor, petal unfolding, natural opening, blossoming understandingfire_transformation, using fire as metaphor, transformative flames, purifying light, energetic changemountain_journey, using mountain journey as metaphor, ascending path, peak revelation, climbing wisdomocean_waves, using ocean waves as metaphor, rhythmic understanding, tidal wisdom, deep currentsbreath_cycle, using breath cycle as metaphor, inhale-exhale rhythm, life force pattern, respiratory wisdombackground_prompts (9)#
clean_minimalclean minimal background, white or light gray, uncluttered, focus on content, professionalgradient_softsoft gradient background, gentle color transition, subtle depth, calming backdropcosmic_voidcosmic void background, deep space, stars distant, infinite depth, universe contextnature_abstractabstract nature background, organic textures, natural colors abstracted, earth connectionsacred_spacesacred space background, temple-like atmosphere, reverent setting, spiritual contextdigital_griddigital grid background, matrix-like, technological context, data visualization aestheticethereal_cloudsethereal cloud background, soft cloudscape, heavenly atmosphere, floating contextunderwater_depthunderwater depth background, oceanic blue, deep sea atmosphere, submerged contextstarfieldstarfield background, night sky, astronomical context, celestial settingappearance_prompts (7)#
fade_inelements fading in smoothly, gradual appearance, gentle materializationgrow_from_centerelements growing from center point, expansion outward, radial appearanceparticle_coalesceparticles coalescing into shapes, matter gathering, emergence from particlesdraw_onelements being drawn on, line art animation, sketch coming to lifespiral_inelements spiraling in, vortex appearance, rotating materializationdrop_inelements dropping in from above, falling into place, gravity appearanceemerge_from_lightelements emerging from light, luminous birth, radiant appearanceconnection_prompts (7)#
flowing_linesflowing connection lines, smooth curves linking elements, organic connectionsenergy_streamsenergy stream connections, glowing flows between elements, power linksdotted_pathsdotted path connections, stepping stone links, discrete connection pointsglowing_connectionsglowing connections, luminous links, light-based relationshipsbranching_veinsbranching vein connections, organic network, life-like linksorbital_pathsorbital path connections, circular links, celestial relationship lineswave_linkswave link connections, oscillating paths, frequency-based linkscolor_prompts (8)#
monochrome_elegantelegant monochrome palette, single hue variations, sophisticated simplicitychakra_spectrumchakra color spectrum, red through violet, energy center colors, rainbow progressionearth_naturalnatural earth palette, browns, greens, organic colors, grounded tonescosmic_deepdeep cosmic palette, space blues, purples, stellar colors, infinite tonesgolden_wisdomgolden wisdom palette, amber, gold, warm enlightened tones, sun colorscool_analyticalcool analytical palette, blues, teals, intellectual colors, clear toneswarm_spiritualwarm spiritual palette, oranges, reds, passionate colors, heart tonesrainbow_vibrantvibrant rainbow palette, full spectrum, joyful colors, celebration tonesflow_prompts (7)#
sequentialsequential animation flow, one element after another, ordered revelationsimultaneoussimultaneous animation, all elements together, unified appearancewave_progressionwave progression flow, rippling animation, domino-like sequencecenter_outwardcenter outward flow, radiating from middle, expanding animationtop_downtop down flow, descending animation, waterfall sequencespiral_expansionspiral expansion flow, rotating outward, vortex animationbreathing_rhythmbreathing rhythm flow, expand-contract cycle, living animationsymbol_prompts (7)#
sacred_geometrysacred geometry symbols, flower of life, metatron's cube, vesica piscis, platonic solidschakra_symbolschakra symbols, lotus petals, sanskrit characters, energy center iconselemental_signselemental signs, earth fire water air, alchemical symbols, nature iconsastronomicalastronomical symbols, sun moon planets, zodiac signs, celestial iconsmathematicalmathematical symbols, infinity, pi, equations, geometric notationspiritual_iconsspiritual icons, om, cross, lotus, meditation symbols, prayer iconsnature_symbolsnature symbols, trees, mountains, waves, sun, moon, natural iconsresolution_map (3)#
480p{"width": 512, "height": 288}720p{"width": 768, "height": 432}1080p{"width": 960, "height": 544}motion_speed_map (3)#
slow_contemplative{"scale": 0.4, "steps": 35}gentle_moderate{"scale": 0.7, "steps": 28}dynamic_engaging{"scale": 1.0, "steps": 25}preset_configurations (5)#
chakra_explanation{"concept_category": "chakras", "visualization_style": "layered_reveal", "visual_metaphor": "flower_blooming", "background_style": "gradient_soft", "symbol_set": "chakra_symbols", "color_scheme": "chakra_spectrum", "description": "Animated chakra system explanation"}meditation_guide{"concept_category": "meditation", "visualization_style": "wave_patterns", "visual_metaphor": "breath_cycle", "background_style": "ethereal_clouds", "color_scheme": "cool_analytical", "description": "Meditation concept visual guide"}sacred_geometry_lesson{"concept_category": "sacred_geometry", "visualization_style": "diagram_flow", "visual_metaphor": "light_rays", "background_style": "clean_minimal", "symbol_set": "sacred_geometry", "color_scheme": "golden_wisdom", "description": "Sacred geometry principles explained"}consciousness_map{"concept_category": "consciousness", "visualization_style": "mandala_explanation", "visual_metaphor": "cosmic_dance", "background_style": "cosmic_void", "color_scheme": "cosmic_deep", "description": "Consciousness levels visualization"}energy_systems_diagram{"concept_category": "energy_systems", "visualization_style": "energy_fields", "visual_metaphor": "water_flow", "background_style": "sacred_space", "symbol_set": "spiritual_icons", "color_scheme": "warm_spiritual", "description": "Subtle energy systems animated diagram"}post_production_notes (4)#
text_overlayAdd text labels and annotations in video editing softwarenarrationAdd voiceover narration to explain conceptsmusicAdd ambient background music for engagementtransitionsSmooth transitions between concept segmentsModels & dependencies#
Custom node packs (7)#
The non-core ComfyUI node classes this graph requires; the RunPod worker image the workflow runs on must bake or install a pack that provides every one of them.
ADE_AnimateDiffLoaderGen1ADE_MultivalDynamicADE_StandardUniformContextOptionsColorEnhancementRIFE VFITemporalConsistencyProcessorVHS_VideoCombineCheckpoint aliases (2)#
dreamshaper_8DreamShaper_8_pruned.safetensorssd15_basev1-5-pruned-emaonly.safetensorsModels required (7)#
DreamShaper_8_pruned.safetensorsRealESRGAN_x4plus.pthadd_detail.safetensorsrife49.pthv1-5-pruned-emaonly.safetensorsv3_sd15_adapter.ckptv3_sd15_mm.ckptOutput contract#
What a successful run of this workflow returns.
typevideoformatmp4codech264audiofalsedescriptionEducational concept explainer video ready for narration and text overlayTaxonomy & routing#
How the control plane classifies this workflow — from the committed workflow-taxonomy-registry.json. It drives the consistency / control surface the agentic director can exercise over the workflow.
assetFamilymkt-explainer-motion-graphic-packoutputPackageProfilevideo-master-profilecontrolModalitiescamera-lockcamera-path-guidecolor-script-lockdepth-constraintidentity-adapterkeyframe-anchor-locklatent-reusemodel-lockmotion-vector-lockpalette-lockpose-constraintprompt-template-lockreference-ensemblesampler-scheduler-lockscene-lockseed-lock +4 moreconsistencyDimensionsmotionenvironmentlightingcolor-scriptnotesAuto-mapped from video defaults