// Pure state logic for the LoRA Loader rows: stack normalization, strength // scrubbing math, the picker's filter/keyboard model, the strength-bar // visualizer, the absorb-the-chain import, moved-file resolution, and the // master-toggle memory. DOM wiring lives in js/lora_loader/index.js; // everything here runs under node:test. export const STRENGTH_MIN = -10; export const STRENGTH_MAX = 10; export const DEFAULT_STEP = 0.05; export const FINE_STEP = 0.01; // Horizontal pixels of drag per strength step; small enough to feel light, // large enough that a shaky click cannot change the value. export const SCRUB_PIXELS_PER_STEP = 4; export const SCRUB_DEAD_ZONE = 3; export const MAX_ROWS = 64; let rowSerial = 0; export function clampStrength(value) { const number = Number(value); if (!Number.isFinite(number)) return 0; return Math.max(STRENGTH_MIN, Math.min(STRENGTH_MAX, number)); } export function roundStrength(value) { return Math.round(clampStrength(value) * 100) / 100; } export function newRow() { rowSerial += 1; return { id: `r${Date.now().toString(36)}${rowSerial}`, name: "", strength: 1, strength_clip: 1, enabled: true, triggers: "", }; } export function normalizeRows(parsed) { if (!Array.isArray(parsed)) return []; return parsed.slice(0, MAX_ROWS).map((entry) => { const row = newRow(); if (entry && typeof entry === "object") { row.id = typeof entry.id === "string" && entry.id ? entry.id : row.id; row.name = typeof entry.name === "string" ? entry.name : ""; row.strength = roundStrength(entry.strength ?? 1); row.strength_clip = roundStrength(entry.strength_clip ?? row.strength); row.enabled = entry.enabled !== false; row.triggers = typeof entry.triggers === "string" ? entry.triggers : ""; } return row; }); } export function parseRows(raw) { try { return normalizeRows(JSON.parse(raw)); } catch { return []; } } export function serializeRows(rows) { return JSON.stringify(rows); } export function reorderRows(rows, from, to) { if (from === to) return rows; if (from < 0 || from >= rows.length || to < 0 || to >= rows.length) return rows; const next = rows.slice(); const [row] = next.splice(from, 1); next.splice(to, 0, row); return next; } export function moveRow(rows, index, delta) { return reorderRows(rows, index, index + delta); } // Drag-to-reorder model: which visual slot the pointer is over, given the // vertical centers of the rows in their current on-screen order. Past the // last center means the last slot; an empty stack has no slot. export function hoverRowIndex(centers, y) { for (let i = 0; i < centers.length; i += 1) { if (y < centers[i]) return i; } return centers.length - 1; } // Hover-thumbnail placement: below-right of the cursor, flipped left when the // viewport edge is near, never off-screen. `edge` is the thumb's largest side // plus its margin. export function thumbPosition(x, y, viewportWidth, viewportHeight, edge = 188, offset = 14) { let left = x + offset; if (left + edge > viewportWidth) left = Math.max(4, x - edge - offset); let top = y + offset; if (top + edge > viewportHeight) top = Math.max(4, viewportHeight - edge); return { left, top }; } export function formatFileSize(bytes) { const size = Number(bytes); if (!Number.isFinite(size) || size < 0) return ""; let value = size; let unit = "B"; for (const next of ["KB", "MB", "GB", "TB"]) { if (value < 1024) break; value /= 1024; unit = next; } const text = unit === "B" ? String(Math.round(value)) : value.toFixed(1).replace(/\.0$/, ""); return `${text} ${unit}`; } export function setStrength(rows, index, value, linked) { const next = rows.slice(); const row = { ...next[index], strength: roundStrength(value) }; if (linked) row.strength_clip = row.strength; next[index] = row; return next; } // Scrub model: value follows horizontal pointer distance from the grab point. // Inside the dead zone nothing changes, so a plain click stays a click. The // coarse step is configurable (the gear menu's "Strength step"); Shift always // scrubs by the fine step. export function scrubValue(startValue, deltaX, fine = false, coarseStep = DEFAULT_STEP) { if (Math.abs(deltaX) <= SCRUB_DEAD_ZONE) return roundStrength(startValue); const coarse = Number.isFinite(coarseStep) && coarseStep > 0 ? coarseStep : DEFAULT_STEP; const step = fine ? FINE_STEP : coarse; const travel = deltaX - Math.sign(deltaX) * SCRUB_DEAD_ZONE; const steps = Math.round(travel / SCRUB_PIXELS_PER_STEP); return roundStrength(startValue + steps * step); } export function isScrubbing(deltaX, deltaY) { return Math.abs(deltaX) > SCRUB_DEAD_ZONE && Math.abs(deltaX) >= Math.abs(deltaY); } export function filterLoras(names, query) { const needle = String(query || "").trim().toLowerCase(); if (!needle) return names.slice(); return names.filter((name) => name.toLowerCase().includes(needle)); } // Picker keyboard model: a highlight index over the filtered list. // Arrow keys wrap; Home/End jump; a shrinking filter keeps the highlight // valid. Enter resolves to the highlighted name (null when the list is empty). export function moveHighlight(index, delta, length) { if (length <= 0) return -1; if (index < 0) return delta >= 0 ? 0 : length - 1; return (index + delta + length) % length; } export function clampHighlight(index, length) { if (length <= 0) return -1; if (index < 0) return 0; return Math.min(index, length - 1); } export function highlightedName(names, index) { return index >= 0 && index < names.length ? names[index] : null; } export function toggleTrigger(triggers, word) { const parts = String(triggers || "") .split(",") .map((part) => part.trim()) .filter(Boolean); const key = word.trim().toLowerCase(); const existing = parts.findIndex((part) => part.toLowerCase() === key); if (existing >= 0) parts.splice(existing, 1); else if (word.trim()) parts.push(word.trim()); return parts.join(", "); } export function summarizeRows(rows) { const on = rows.filter((row) => row.enabled && row.name).length; const total = rows.filter((row) => row.name).length; return total === 0 ? "no LoRAs" : `${on} / ${total} on`; } // Master toggle model: "on" when every named row is enabled, "off" when none // are, "mixed" otherwise. Blank rows don't vote. export function toggleAllState(rows) { const named = rows.filter((row) => row.name); if (!named.length) return "off"; const on = named.filter((row) => row.enabled).length; return on === 0 ? "off" : on === named.length ? "on" : "mixed"; } // Clicking the master pill: anything not fully-on turns everything on; // fully-on turns everything off. export function toggleAllRows(rows) { const enabled = toggleAllState(rows) !== "on"; return rows.map((row) => (row.name ? { ...row, enabled } : row)); } // Longest common folder prefix (whole segments only) across displayed names, // so a picker full of "styles/wan22/x.safetensors" reads as just "x". export function commonFolderPrefix(names) { if (names.length < 2) return ""; const split = names.map((name) => name.split("/")); const first = split[0]; let depth = 0; while ( depth < first.length - 1 && split.every((parts) => parts.length > depth + 1 && parts[depth] === first[depth]) ) { depth += 1; } return depth ? first.slice(0, depth).join("/") + "/" : ""; } // Folder grouping for the picker's browse view: names bucketed by their // top-level folder in first-appearance order; root files group under "". export function groupByFolder(names) { const groups = []; const index = new Map(); for (const name of names) { const slash = name.indexOf("/"); const folder = slash >= 0 ? name.slice(0, slash) : ""; if (!index.has(folder)) { index.set(folder, { folder, names: [] }); groups.push(index.get(folder)); } index.get(folder).names.push(name); } return groups; } // A suggested range is advisory: null/absent bounds never flag. // ---------- templates ---------- // A template is a named snapshot of the row stack: { name, rows } with rows // stored id-less (ids are per-node identity, not part of the recipe). export function templateFromRows(name, rows) { const label = String(name ?? "").trim(); if (!label) return null; return { name: label, rows: normalizeRows(rows).map(({ id, ...rest }) => rest), }; } export function applyTemplate(template) { return normalizeRows(template?.rows); } // Replace a same-named template (case-insensitive) or append; kept sorted so // the menu order is stable however the list was built. export function upsertTemplate(list, template) { if (!template) return Array.isArray(list) ? list : []; const base = Array.isArray(list) ? list : []; const key = template.name.toLowerCase(); const next = base.filter((entry) => entry?.name?.toLowerCase() !== key); next.push(template); next.sort((a, b) => a.name.localeCompare(b.name, undefined, { sensitivity: "base" })); return next; } export function removeTemplate(list, name) { const key = String(name ?? "").toLowerCase(); return (Array.isArray(list) ? list : []).filter( (entry) => entry?.name?.toLowerCase() !== key ); } export function parseTemplates(raw) { try { const parsed = JSON.parse(raw); if (!Array.isArray(parsed)) return []; return parsed .map((entry) => templateFromRows(entry?.name, entry?.rows)) .filter(Boolean); } catch { return []; } } export function strengthOutOfRange(value, range) { if (!range) return false; const low = Number.isFinite(range.min) ? range.min : null; const high = Number.isFinite(range.max) ? range.max : null; if (low !== null && value < low) return true; if (high !== null && value > high) return true; return false; } // ---------- strength bars ---------- // // Each row's name field gets a center-zero bar behind the text: positive // model strength grows right of center, negative grows left. One shared // scale across the whole stack, floored at 1.0, so the everyday 0..1 range // reads absolutely, and one +2.0 row rescales every bar rather than // clipping. Colors stay muted so the filename stays the foreground. export const BAR_COLORS = { positiveFill: "rgba(0, 180, 170, 0.28)", positiveCap: "rgba(0, 220, 205, 0.9)", negativeFill: "rgba(235, 106, 96, 0.26)", negativeCap: "rgba(255, 138, 128, 0.9)", tick: "rgba(215, 221, 226, 0.30)", base: "#23272c", }; // Bars ignore values this close to zero; the center tick alone marks them. const BAR_EPSILON = 0.005; // Bars share one scale so magnitudes compare across rows: the largest // enabled strength fills its half, never less than 1. A disabled row is // dimmed and sits out, so switching one off rescales the others to the // strongest row still in play (its own bar clamps at the edge meanwhile). export function strengthBarScale(rows) { let peak = 0; for (const row of rows ?? []) { if (!row?.name || row.enabled === false) continue; const value = Math.abs(Number(row.strength)); if (Number.isFinite(value)) peak = Math.max(peak, value); } return Math.max(1, peak); } // The bar's extent as percentages of the field width, 50 = zero. export function strengthBarSpan(value, scale) { const magnitude = Math.abs(Number(value)) / (Number(scale) || 1); const half = 50 * Math.min(1, Number.isFinite(magnitude) ? magnitude : 0); return Number(value) >= 0 ? { from: 50, to: 50 + half } : { from: 50 - half, to: 50 }; } const pct = (value) => `${Number(value.toFixed(2))}%`; // A complete CSS background value: outer-edge cap (2px), center tick (1px), // translucent fill, base color. Empty-name rows and bars-off pass through // the caller, which clears the inline style instead. export function strengthBarBackground(value, scale, colors = BAR_COLORS) { const tick = `linear-gradient(to right, transparent calc(50% - 0.5px), ${colors.tick} ` + `calc(50% - 0.5px), ${colors.tick} calc(50% + 0.5px), transparent calc(50% + 0.5px))`; if (Math.abs(Number(value)) < BAR_EPSILON || !Number.isFinite(Number(value))) { return `${tick} ${colors.base}`; } const span = strengthBarSpan(value, scale); const positive = Number(value) >= 0; const fill = positive ? colors.positiveFill : colors.negativeFill; const capColor = positive ? colors.positiveCap : colors.negativeCap; const bar = `linear-gradient(to right, transparent ${pct(span.from)}, ${fill} ` + `${pct(span.from)}, ${fill} ${pct(span.to)}, transparent ${pct(span.to)})`; const cap = positive ? `linear-gradient(to right, transparent calc(${pct(span.to)} - 2px), ` + `${capColor} calc(${pct(span.to)} - 2px), ${capColor} ${pct(span.to)}, ` + `transparent ${pct(span.to)})` : `linear-gradient(to right, transparent ${pct(span.from)}, ${capColor} ` + `${pct(span.from)}, ${capColor} calc(${pct(span.from)} + 2px), ` + `transparent calc(${pct(span.from)} + 2px))`; return `${cap}, ${tick}, ${bar} ${colors.base}`; } // ---------- display names ---------- // What a row SHOWS for its lora; the serialized stack always keeps the full // path. Folder and extension hiding are independent preferences. export function shortLoraName(name, { hideFolders = true, hideExtension = true } = {}) { let text = String(name ?? ""); if (hideFolders) text = text.split("/").pop().split("\\").pop(); if (hideExtension) text = text.replace(/\.(safetensors|sft|ckpt|pt)$/i, ""); return text; } // ---------- duplicate rows ---------- // Full names (case-insensitive) that appear on more than one row. Every copy // gets flagged - symmetric, so the user picks which one to keep. Same file // under two different folders is NOT a duplicate here: the stack would load // both files, and that is worth showing truthfully. export function duplicateLoraKeys(rows) { const counts = new Map(); for (const row of rows ?? []) { if (!row?.name) continue; const key = row.name.toLowerCase(); counts.set(key, (counts.get(key) ?? 0) + 1); } return new Set( [...counts].filter(([, count]) => count > 1).map(([key]) => key), ); } // ---------- master-toggle memory ---------- // The master pill cycles: mixed -> all on -> all off -> the remembered mixed // state -> all on -> ... The snapshot is captured whenever the cycle leaves // a mixed state, and refreshed by every individual toggle (the caller feeds // snapshotEnabled back in), so an accidental master click is always one more // click from the setup it destroyed. export function snapshotEnabled(rows) { const map = {}; for (const row of rows ?? []) { if (row?.name) map[row.id] = row.enabled !== false; } return map; } export function cycleMasterToggle(rows, snapshot) { const set = (enabled) => rows.map((row) => (row.name ? { ...row, enabled } : row)); const state = toggleAllState(rows); if (state === "mixed") return { rows: set(true), snapshot: snapshotEnabled(rows) }; if (state === "on") return { rows: set(false), snapshot }; // All off: restore the remembered setup when it still lights anything; // otherwise this is a plain binary toggle and everything turns on. const restored = rows.map((row) => row.name && snapshot && row.id in snapshot ? { ...row, enabled: snapshot[row.id] } : row, ); const remembersAnything = restored.some((row) => row.name && row.enabled); return remembersAnything ? { rows: restored, snapshot } : { rows: set(true), snapshot }; } // ---------- absorb the loader chain ---------- // // The gear menu's absorb action walks the model chain on BOTH sides of this // node, lifts every recognized loader's rows into the stack, and bypasses // the originals - so an old workflow's loader chain collapses into one // AusBoss node without changing what the graph computes. // LiteGraph node modes: 4 = bypass (pass-through), 2 = mute. export const BYPASS_MODE = 4; export const MUTE_MODE = 2; const widgetValue = (nodeLike, name) => nodeLike?.widgets?.find((widget) => widget?.name === name)?.value; const cleanStrength = (value, fallback = 1) => { const number = Number(value); return roundStrength(Number.isFinite(number) ? number : fallback); }; function entry(name, strength, strengthClip, enabled = true, triggers = "") { return { name: String(name), strength: cleanStrength(strength), strength_clip: cleanStrength(strengthClip, cleanStrength(strength)), enabled: enabled !== false, triggers: String(triggers ?? ""), }; } // The loader rows a recognized node contributes, in its own apply order. // Returns null for a node type this import does not understand - the caller // stops walking there. nodeLike is a plain shape: // { type, widgets: [{ name, value }] }. export function loaderLoraEntries(nodeLike) { const type = String(nodeLike?.type ?? ""); if (type === "LoraLoader" || type === "Lora Loader (JPS)") { const name = widgetValue(nodeLike, "lora_name"); if (!name || name === "None") return []; return [entry(name, widgetValue(nodeLike, "strength_model"), widgetValue(nodeLike, "strength_clip"), type !== "Lora Loader (JPS)" || widgetValue(nodeLike, "switch") === "On")]; } if (type === "LoraLoaderModelOnly") { const name = widgetValue(nodeLike, "lora_name"); if (!name || name === "None") return []; // Model-only means CLIP untouched: clip strength 0 reproduces that // faithfully even when this node has a CLIP connected. return [entry(name, widgetValue(nodeLike, "strength_model"), 0)]; } if (type === "Lora Loader Stack (rgthree)") { return (nodeLike.widgets ?? []) .filter((widget) => /^lora_\d+$/.test(widget.name) && widget.value && widget.value !== "None") .sort((a, b) => Number(a.name.slice(5)) - Number(b.name.slice(5))) .map((widget) => { const strength = widgetValue(nodeLike, `strength_${widget.name.slice(5)}`); return entry(widget.value, strength, strength); }); } if (type === "Power Lora Loader (rgthree)") { const rows = []; for (const widget of nodeLike?.widgets ?? []) { const value = widget?.value; if (!value || typeof value !== "object" || !value.lora) continue; if (value.lora === "None") continue; const two = value.strengthTwo == null ? NaN : Number(value.strengthTwo); rows.push(entry( value.lora, value.strength, Number.isFinite(two) ? two : value.strength, value.on !== false, )); } return rows; } if (type === "PixaromaLoraLoader") { // Interop with the Pixaroma loader's serialized panel state: one widget // ("loras_ui") holding { loras: [{ name, on, sm, sc }] }. const panelState = widgetValue(nodeLike, "loras_ui"); const list = panelState && typeof panelState === "object" ? panelState.loras : null; if (!Array.isArray(list)) return []; return list .filter((item) => item && typeof item === "object" && item.name && item.name !== "None") .map((item) => entry(item.name, item.sm, item.sc, item.on !== false)); } if (type === "AUSBOSS_NODES_LoraLoader" || type === "AUSBOSS_LAB_LoraLoader") { try { const parsed = JSON.parse(String(widgetValue(nodeLike, "loras") ?? "[]")); if (!Array.isArray(parsed)) return []; return parsed .filter((row) => row && typeof row === "object" && row.name) .map((row) => entry(row.name, row.strength, row.strength_clip ?? row.strength, row.enabled, row.triggers)); } catch { return []; } } return null; } const baseName = (path) => String(path).split("/").pop().split("\\").pop().toLowerCase(); const stripExt = (name) => name.replace(/\.(safetensors|sft|ckpt|pt)$/i, ""); // Fit a foreign lora path to this install's list. Exact wins; then a unique // case-insensitive full-path match; then a unique basename match ignoring // the extension - which is what lets a workflow saved on another machine's // folder layout land on the same file here. export function resolveLoraName(name, available) { const list = Array.isArray(available) ? available : []; if (list.includes(name)) return { name, status: "exact" }; const lower = String(name).toLowerCase(); const fullMatches = list.filter((candidate) => candidate.toLowerCase() === lower); if (fullMatches.length === 1) return { name: fullMatches[0], status: "remapped" }; const wanted = stripExt(baseName(name)); const baseMatches = list.filter( (candidate) => stripExt(baseName(candidate)) === wanted, ); if (baseMatches.length === 1) return { name: baseMatches[0], status: "remapped" }; if (baseMatches.length > 1) return { name, status: "ambiguous" }; return { name, status: "missing" }; } // Merge rows for imports. Absorbing a live chain sets deduplicate=false: // repeated filenames are separate patch applications and must all survive. export function mergeImportedRows(existing, imported, { makeRow = newRow, position = "before", deduplicate = true } = {}) { const have = new Set( (existing ?? []).filter((row) => row?.name) .map((row) => row.name.toLowerCase()), ); const added = []; let skipped = 0; for (const item of imported ?? []) { const key = String(item.name).toLowerCase(); if (deduplicate && have.has(key)) { skipped += 1; continue; } have.add(key); added.push({ ...makeRow(), ...item }); } const rows = (position === "after" ? [...(existing ?? []), ...added] : [...added, ...(existing ?? [])]).slice(0, MAX_ROWS); return { rows, added: added.length, skipped }; } // Linked mode shows one strength per row; imported rows that patch model // and CLIP differently (a model-only loader, an rgthree dual row) need the // separate boxes or the difference would be invisible and lost on the // first scrub. export function importNeedsSeparateStrengths(entries) { return (entries ?? []).some( (item) => Number(item.strength) !== Number(item.strength_clip), ); } export function importSummary({ added = 0, skipped = 0, bypassed = 0, remapped = 0, missing = 0, ambiguous = 0 } = {}) { if (!added && !skipped && !bypassed) return "No LoRA loaders found in the model chain."; const parts = [`Imported ${added} LoRA${added === 1 ? "" : "s"}`]; if (bypassed) parts.push(`bypassed ${bypassed} loader node${bypassed === 1 ? "" : "s"}`); if (skipped) parts.push(`skipped ${skipped} already in the stack`); if (remapped) parts.push(`${remapped} path${remapped === 1 ? "" : "s"} remapped to this install`); const broken = missing + ambiguous; if (broken) parts.push(`${broken} name${broken === 1 ? "" : "s"} not resolved - check the red rows`); return `${parts.join("; ")}.`; } function upstreamModelNode(node) { const graph = node.graph; if (!graph) return null; const input = node.inputs?.find((entry) => String(entry?.type).toUpperCase() === "MODEL" || String(entry?.name).toLowerCase() === "model", ) ?? node.inputs?.[0]; const linkId = input?.link; if (linkId === null || linkId === undefined) return null; const link = graph.links?.[linkId] ?? graph._links?.get?.(linkId); if (!link) return null; return graph.getNodeById?.(link.origin_id) ?? null; } // Loader nodes feeding the model input, nearest-first. Reroutes are walked // through; already-bypassed loaders stay in the chain (bypass passes the // model through, so the walk continues past them) but contribute no rows. export function collectUpstreamLoaders(node) { const chain = []; const seen = new Set([node.id]); let current = upstreamModelNode(node); while (current && !seen.has(current.id)) { seen.add(current.id); const type = String(current.type ?? current.comfyClass ?? ""); if (type === "Reroute") { current = upstreamModelNode(current); continue; } if (loaderLoraEntries({ type, widgets: current.widgets }) === null) break; chain.push(current); current = upstreamModelNode(current); } return chain; } // The single node this node's model output feeds - and only when it feeds // exactly one. A fan-out ends the walk: bypassing a loader on one branch // would silently change what every other branch computes. function downstreamModelNode(node) { const graph = node.graph; if (!graph) return null; const output = node.outputs?.find((entry) => String(entry?.type).toUpperCase() === "MODEL" || String(entry?.name).toLowerCase() === "model", ) ?? node.outputs?.[0]; const links = output?.links; if (!Array.isArray(links) || links.length !== 1) return null; const link = graph.links?.[links[0]] ?? graph._links?.get?.(links[0]); if (!link) return null; return graph.getNodeById?.(link.target_id) ?? null; } // Loader nodes the model output feeds, nearest-first (= their apply order). // Same rules as upstream: Reroutes pass through, an unrecognized type or a // fan-out ends the walk. export function collectDownstreamLoaders(node) { const chain = []; const seen = new Set([node.id]); let current = downstreamModelNode(node); while (current && !seen.has(current.id)) { seen.add(current.id); const type = String(current.type ?? current.comfyClass ?? ""); if (type === "Reroute") { current = downstreamModelNode(current); continue; } if (loaderLoraEntries({ type, widgets: current.widgets }) === null) break; chain.push(current); current = downstreamModelNode(current); } return chain; } // Absorption moves patches and bypasses their old owners. Only a serial path // can keep every consumer seeing the same patches, including CLIP consumers. export function absorbChainIssue(node, upstream, downstream) { if ([2, 4].includes(node.mode ?? 0)) return "Enable this LoRA Loader before absorbing a chain."; if (node.inputs?.some(input => input.name === "loras" && input.link != null)) { return "This stack is supplied by a connected input. Disconnect it before absorbing; nothing was changed."; } const chain = [...upstream].reverse().concat(node, downstream); const active = item => ![2, 4].includes(item.mode ?? 0); const slotOf = (item, direction, type) => item[direction]?.find(slot => String(slot.type).toUpperCase() === type); const feedsOnly = (source, target, type) => { const seen = new Set(); let output = slotOf(source, "outputs", type); while (output?.links?.length === 1) { const id = output.links[0]; if (seen.has(id)) return false; seen.add(id); const graph = source.graph; const link = graph?.links?.[id] ?? graph?._links?.get?.(id); const next = graph?.getNodeById?.(link?.target_id); if (next === target) return target.inputs?.[link.target_slot] === slotOf(target, "inputs", type); if (next?.type !== "Reroute") return false; output = next.outputs?.[0]; } return false; }; for (let index = 1; index < chain.length; index++) { if (!feedsOnly(chain[index - 1], chain[index], "MODEL")) { return "The model chain branches or changes before reaching this stack. Keep shared loaders separate; nothing was absorbed."; } } const sources = [...upstream, ...downstream].filter(active); if (sources.some(source => source.outputs?.some(output => !["MODEL", "CLIP"].includes(String(output.type).toUpperCase()) && output.links?.length))) { return "A source loader has another connected output, such as trigger words. Bypassing it would break that connection; nothing was absorbed."; } const movesClip = sources.some(source => slotOf(source, "inputs", "CLIP")?.link != null && loaderLoraEntries({type: source.type, widgets: source.widgets})?.some(row => row.enabled && row.strength_clip !== 0)); if (movesClip) { const clipChain = chain.filter(item => slotOf(item, "outputs", "CLIP")); if (slotOf(node, "inputs", "CLIP")?.link == null || clipChain.some((item, index) => index > 0 && !feedsOnly(clipChain[index - 1], item, "CLIP"))) { return "CLIP must follow the same serial loader chain as MODEL to preserve its patches. Nothing was absorbed."; } } return null; }