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https://bitbucket.org/siakitem/my-pi.git
synced 2026-08-28 08:35:57 +00:00
feat(tool-search): expand dynamic group activation
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@@ -18,6 +18,7 @@ import {
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parseGeneratedCatalog,
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rankGroups,
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readCachedCatalog,
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selectConfidentGroup,
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writeCachedCatalog,
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type CatalogConstraints,
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type GroupCard,
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@@ -32,6 +33,7 @@ import { ensureToolSearchDefaults, readToolSearchConfig } from "./config.ts";
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const TOOL_SEARCH_NAME = "tool_search";
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const POWERSHELL_TOOL_NAME = "powershell";
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const MAX_BATCH_GROUPS = 5;
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const CORE_TOOLS = ["read", "write", "edit", "bash", "grep", "find"];
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type CatalogSource = "bundle" | "cache" | "fallback" | "hybrid" | "model";
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@@ -102,7 +104,7 @@ function groupDescription(catalog: ToolCatalog, source: CatalogSource): string {
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})
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.join("\n");
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return [
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"Activate a complete tool group for the current task. Prefer an exact group id from this catalog; use query only when no id clearly matches.",
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"Activate one or more complete tool groups for the current task. Prefer exact group ids from this catalog; use query only when no id clearly matches.",
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`Catalog source: ${sourceLabel}.`,
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"Available groups:",
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groups || " (no hidden tool groups)",
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@@ -131,6 +133,7 @@ export default function toolSearchExtension(pi: ExtensionAPI): void {
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const activeGroups = new Map<string, number>();
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const pinnedTools = new Set<string>();
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let bundleState: BundleCatalogResult = { catalog, coveredNames: new Set(), unknownTools: [] };
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let lastEviction = "none";
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function constraints(): CatalogConstraints {
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return {
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@@ -171,12 +174,32 @@ export default function toolSearchExtension(pi: ExtensionAPI): void {
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return catalog.groups.find((group) => group.id === id);
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}
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function dynamicToolCount(): number {
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return unique([...activeGroups.keys()].flatMap((id) => groupById(id)?.tools ?? [])).length;
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function dynamicToolCount(groupIds: Iterable<string> = activeGroups.keys()): number {
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return unique([...groupIds].flatMap((id) => groupById(id)?.tools ?? [])).length;
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}
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function leastRecentlyUsedGroup(): string | undefined {
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return [...activeGroups].sort((left, right) => left[1] - right[1] || left[0].localeCompare(right[0]))[0]?.[0];
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function leastRecentlyUsedGroup(
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groups: Map<string, number> = activeGroups,
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protectedGroups: ReadonlySet<string> = new Set(),
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): string | undefined {
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return [...groups]
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.filter(([id]) => !protectedGroups.has(id))
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.sort((left, right) => left[1] - right[1] || left[0].localeCompare(right[0]))[0]?.[0];
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}
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function currentStatusText(): string {
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const lru = [...activeGroups]
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.sort((left, right) => left[1] - right[1] || left[0].localeCompare(right[0]))
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.map(([id]) => id);
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return [
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"Tool Search status",
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`Catalog: ${catalogSource}`,
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`Pinned tools: ${pinnedTools.size}`,
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`Dynamic groups: ${activeGroups.size}/${config.maxActiveGroups}`,
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`Dynamic tools: ${dynamicToolCount()}/${config.maxDynamicTools}`,
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`LRU oldest → newest: ${lru.join(" → ") || "none"}`,
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`Last eviction: ${lastEviction}`,
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].join("\n");
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}
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function applyActiveTools(): void {
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@@ -189,7 +212,7 @@ export default function toolSearchExtension(pi: ExtensionAPI): void {
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ctx.ui.setStatus(
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"tool-search",
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config.showToolSearchFooterStatus
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? `${activeToolCount} / ${tools.length + 1} tools · ${activeGroups.size} / ${config.maxActiveGroups} groups`
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? `${activeToolCount} / ${tools.length + pinnedTools.size + 1} tools · ${activeGroups.size} / ${config.maxActiveGroups} groups`
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: undefined,
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);
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}
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@@ -199,71 +222,147 @@ export default function toolSearchExtension(pi: ExtensionAPI): void {
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name: TOOL_SEARCH_NAME,
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label: "Tool Search",
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description: groupDescription(catalog, catalogSource),
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promptSnippet: `Activate relevant tool groups on demand; at most ${config.maxActiveGroups} dynamic groups remain active`,
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promptSnippet: `Activate relevant tool groups on demand; up to ${config.maxActiveGroups} dynamic groups can remain active. Use groups for workflows that need several groups together`,
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parameters: Type.Object({
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group: Type.Optional(Type.String({ description: "Exact group id from the tool_search catalog" })),
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groups: Type.Optional(
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Type.Array(Type.String({ description: "Exact group id from the tool_search catalog" }), {
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description: `Exact group ids to activate atomically (maximum ${MAX_BATCH_GROUPS})`,
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minItems: 1,
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maxItems: MAX_BATCH_GROUPS,
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}),
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),
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query: Type.Optional(Type.String({ description: "Natural-language task used to rank groups when an exact id is unclear" })),
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}),
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async execute(_toolCallId, params, signal, _onUpdate, ctx) {
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const requestedId = params.group?.trim().toLowerCase();
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let selected = requestedId ? groupById(requestedId) : undefined;
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const generation: CatalogGenerationResult = selected
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? {}
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: await ensureModelCatalog(ctx, signal);
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const singleGroup = typeof params.group === "string" ? params.group.trim() : "";
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const batchGroups = Array.isArray(params.groups) ? params.groups : [];
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const query = typeof params.query === "string" ? params.query.trim() : "";
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const hasSingle = singleGroup.length > 0;
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const hasBatch = batchGroups.length > 0;
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const hasQuery = query.length > 0;
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const modes = Number(hasSingle) + Number(hasBatch) + Number(hasQuery);
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const lines: string[] = [];
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const emptyDetails = (candidates: Array<{ id: string; score: number }> = []) => ({
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loadedGroup: undefined,
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loadedGroups: [] as string[],
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evictedGroups: [] as string[],
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activeGroups: [...activeGroups.keys()],
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candidates,
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catalogSource,
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});
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if (modes !== 1) {
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lines.push("Provide exactly one of group, groups, or query.");
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return { content: [{ type: "text", text: lines.join("\n") }], details: emptyDetails() };
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}
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if (batchGroups.length > MAX_BATCH_GROUPS) {
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lines.push(`groups accepts at most ${MAX_BATCH_GROUPS} group ids.`);
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return { content: [{ type: "text", text: lines.join("\n") }], details: emptyDetails() };
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}
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const requestedIds = unique(
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(hasBatch ? batchGroups : hasSingle ? [singleGroup] : [])
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.map((id) => id.trim().toLowerCase())
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.filter(Boolean),
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);
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let selectedGroups = requestedIds.map(groupById).filter((group): group is GroupCard => group !== undefined);
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const needsCatalog = hasQuery || selectedGroups.length !== requestedIds.length;
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const generation: CatalogGenerationResult = needsCatalog ? await ensureModelCatalog(ctx, signal) : {};
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if (generation.notice) lines.push(generation.notice);
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if (!selected && requestedId) selected = groupById(requestedId);
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const ranked = params.query ? rankGroups(catalog, params.query).slice(0, 3) : [];
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if (!selected && params.query && (ranked[0]?.score ?? 0) > 0) selected = ranked[0]?.group;
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selectedGroups = requestedIds.map(groupById).filter((group): group is GroupCard => group !== undefined);
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const ranked = hasQuery ? rankGroups(catalog, query).slice(0, 3) : [];
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if (hasQuery) {
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const selected = selectConfidentGroup(ranked, query);
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if (selected) selectedGroups = [selected];
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}
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if (!selected) {
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const missingIds = requestedIds.filter((id) => !groupById(id));
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if (selectedGroups.length === 0 || missingIds.length > 0) {
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const candidates = ranked.length > 0 ? ranked : catalog.groups.slice(0, 5).map((group) => ({ group, score: 0 }));
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lines.push(
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params.group ? `Unknown group: ${params.group}` : "No group was activated. Provide an exact group id from the catalog.",
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missingIds.length > 0
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? `Unknown groups: ${missingIds.join(", ")}`
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: hasQuery
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? "No group was activated because the query match was weak or ambiguous. Use an exact group id from the candidates."
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: "No group was activated. Provide an exact group id from the catalog.",
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`Candidates: ${candidates.map(({ group }) => group.id).join(", ") || "none"}`,
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);
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return {
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content: [{ type: "text", text: lines.join("\n") }],
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details: { loadedGroup: undefined, evictedGroups: [], activeGroups: [...activeGroups.keys()], candidates: candidates.map(({ group, score }) => ({ id: group.id, score })), catalogSource },
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details: emptyDetails(candidates.map(({ group, score }) => ({ id: group.id, score }))),
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...(generation.usage ? { usage: generation.usage } : {}),
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};
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}
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const groupTools = unique(selected.tools);
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if (groupTools.length > config.maxDynamicTools) {
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lines.push(`Group ${selected.id} has ${groupTools.length} tools, exceeding maxDynamicTools=${config.maxDynamicTools}.`);
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const selectedIds = selectedGroups.map((group) => group.id);
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const selectedTools = unique(selectedGroups.flatMap((group) => group.tools));
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if (selectedIds.length > config.maxActiveGroups || selectedTools.length > config.maxDynamicTools) {
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lines.push(
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`Requested workflow needs ${selectedIds.length} groups and ${selectedTools.length} tools, exceeding the configured limits of ${config.maxActiveGroups} groups and ${config.maxDynamicTools} tools.`,
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);
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return {
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content: [{ type: "text", text: lines.join("\n") }],
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details: { loadedGroup: undefined, evictedGroups: [], activeGroups: [...activeGroups.keys()], candidates: [], catalogSource },
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details: emptyDetails(),
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...(generation.usage ? { usage: generation.usage } : {}),
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};
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}
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const requestedSet = new Set(selectedIds);
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const nextActive = new Map(activeGroups);
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for (const id of selectedIds) if (!nextActive.has(id)) nextActive.set(id, Number.MAX_SAFE_INTEGER);
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const evictedGroups: string[] = [];
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if (!activeGroups.has(selected.id)) {
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while (
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activeGroups.size >= config.maxActiveGroups ||
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(activeGroups.size > 0 && dynamicToolCount() + groupTools.length > config.maxDynamicTools)
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) {
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const evicted = leastRecentlyUsedGroup();
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if (!evicted) break;
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activeGroups.delete(evicted);
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evictedGroups.push(evicted);
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}
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const evictionReasons = new Set<string>();
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while (nextActive.size > config.maxActiveGroups || dynamicToolCount(nextActive.keys()) > config.maxDynamicTools) {
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if (nextActive.size > config.maxActiveGroups) evictionReasons.add(`group cap ${config.maxActiveGroups}`);
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if (dynamicToolCount(nextActive.keys()) > config.maxDynamicTools) evictionReasons.add(`tool cap ${config.maxDynamicTools}`);
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const evicted = leastRecentlyUsedGroup(nextActive, requestedSet);
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if (!evicted) break;
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nextActive.delete(evicted);
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evictedGroups.push(evicted);
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}
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activeGroups.set(selected.id, ++clock);
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applyActiveTools();
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registerToolSearch();
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updateStatus(ctx);
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lines.push(`Loaded group: ${selected.id} (${groupTools.join(", ")})`);
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const previousActive = new Map(activeGroups);
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const previousClock = clock;
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const previousLastEviction = lastEviction;
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activeGroups.clear();
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for (const [id, recency] of nextActive) activeGroups.set(id, recency);
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for (const id of selectedIds) activeGroups.set(id, ++clock);
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if (evictedGroups.length > 0) {
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lastEviction = `${evictedGroups.join(", ")} (${[...evictionReasons].join("; ")})`;
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}
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try {
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applyActiveTools();
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registerToolSearch();
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updateStatus(ctx);
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} catch (error) {
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activeGroups.clear();
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for (const [id, recency] of previousActive) activeGroups.set(id, recency);
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clock = previousClock;
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lastEviction = previousLastEviction;
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try {
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applyActiveTools();
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registerToolSearch();
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updateStatus(ctx);
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} catch {
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// Preserve the original host activation failure while retaining rolled-back internal state.
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}
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throw error;
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}
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if (selectedGroups.length === 1) {
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lines.push(`Loaded group: ${selectedGroups[0]?.id} (${selectedTools.join(", ")})`);
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} else {
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lines.push(`Loaded groups: ${selectedIds.join(", ")} (${selectedTools.length} unique tools)`);
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}
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if (evictedGroups.length > 0) lines.push(`Evicted least-recently-used: ${evictedGroups.join(", ")}`);
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lines.push(`Active groups: ${[...activeGroups.keys()].join(", ")}`);
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return {
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content: [{ type: "text", text: lines.join("\n") }],
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details: {
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loadedGroup: selected.id,
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loadedGroup: selectedIds.at(-1),
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loadedGroups: selectedIds,
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evictedGroups,
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activeGroups: [...activeGroups.keys()],
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candidates: ranked.map(({ group, score }) => ({ id: group.id, score })),
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@@ -379,17 +478,23 @@ export default function toolSearchExtension(pi: ExtensionAPI): void {
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if (catalogChanged) {
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activeGroups.clear();
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clock = 0;
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lastEviction = "none";
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attemptedGenerationHash = undefined;
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installBaseCatalog(true);
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}
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let capacityChanged = false;
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const refreshEvictions: string[] = [];
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const refreshReasons = new Set<string>();
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while (activeGroups.size > config.maxActiveGroups || dynamicToolCount() > config.maxDynamicTools) {
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if (activeGroups.size > config.maxActiveGroups) refreshReasons.add(`group cap ${config.maxActiveGroups}`);
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if (dynamicToolCount() > config.maxDynamicTools) refreshReasons.add(`tool cap ${config.maxDynamicTools}`);
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const evicted = leastRecentlyUsedGroup();
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if (!evicted) break;
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activeGroups.delete(evicted);
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capacityChanged = true;
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refreshEvictions.push(evicted);
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}
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const capacityChanged = refreshEvictions.length > 0;
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if (capacityChanged) lastEviction = `${refreshEvictions.join(", ")} (${[...refreshReasons].join("; ")}; settings refresh)`;
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if (catalogChanged || policyChanged || capacityChanged) {
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registerToolSearch();
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applyActiveTools();
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@@ -397,6 +502,13 @@ export default function toolSearchExtension(pi: ExtensionAPI): void {
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updateStatus(ctx);
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}
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pi.registerCommand("tool-search-status", {
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description: "Show Tool Search catalog, capacity, active-group LRU order, and the latest eviction reason",
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handler: async (_args, ctx) => {
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if (ctx.hasUI) ctx.ui.notify(currentStatusText(), "info");
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},
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});
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pi.registerCommand("tool-search-rebuild", {
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description: "Invalidate the generated tool-group catalog; rebuild lazily on the next tool_search call",
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handler: async (_args, ctx) => {
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@@ -407,6 +519,7 @@ export default function toolSearchExtension(pi: ExtensionAPI): void {
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}
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activeGroups.clear();
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attemptedGenerationHash = undefined;
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lastEviction = "none";
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installBaseCatalog(false);
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registerToolSearch();
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applyActiveTools();
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