feat(background-agent): add loop detector helpers
Ultraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-openagent) Co-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>
This commit is contained in:
@@ -5,6 +5,9 @@ export const TASK_TTL_MS = 30 * 60 * 1000
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export const MIN_STABILITY_TIME_MS = 10 * 1000
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export const DEFAULT_STALE_TIMEOUT_MS = 180_000
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export const DEFAULT_MESSAGE_STALENESS_TIMEOUT_MS = 1_800_000
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export const DEFAULT_MAX_TOOL_CALLS = 200
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export const DEFAULT_CIRCUIT_BREAKER_WINDOW_SIZE = 20
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export const DEFAULT_CIRCUIT_BREAKER_REPETITION_THRESHOLD_PERCENT = 80
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export const MIN_RUNTIME_BEFORE_STALE_MS = 30_000
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export const MIN_IDLE_TIME_MS = 5000
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export const POLLING_INTERVAL_MS = 3000
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@@ -0,0 +1,117 @@
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import { describe, expect, test } from "bun:test"
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import {
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detectRepetitiveToolUse,
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recordToolCall,
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resolveCircuitBreakerSettings,
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} from "./loop-detector"
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function buildWindow(
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toolNames: string[],
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override?: Parameters<typeof resolveCircuitBreakerSettings>[0]
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) {
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const settings = resolveCircuitBreakerSettings(override)
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return toolNames.reduce(
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(window, toolName) => recordToolCall(window, toolName, settings),
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undefined as ReturnType<typeof recordToolCall> | undefined
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)
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}
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describe("loop-detector", () => {
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describe("resolveCircuitBreakerSettings", () => {
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describe("#given nested circuit breaker config", () => {
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test("#when resolved #then nested values override defaults", () => {
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const result = resolveCircuitBreakerSettings({
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maxToolCalls: 200,
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circuitBreaker: {
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maxToolCalls: 120,
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windowSize: 10,
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repetitionThresholdPercent: 70,
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},
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})
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expect(result).toEqual({
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maxToolCalls: 120,
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windowSize: 10,
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repetitionThresholdPercent: 70,
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})
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})
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})
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})
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describe("detectRepetitiveToolUse", () => {
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describe("#given recent tools are diverse", () => {
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test("#when evaluated #then it does not trigger", () => {
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const window = buildWindow([
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"read",
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"grep",
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"edit",
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"bash",
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"read",
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"glob",
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"lsp_diagnostics",
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"read",
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"grep",
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"edit",
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])
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const result = detectRepetitiveToolUse(window)
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expect(result.triggered).toBe(false)
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})
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})
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describe("#given the same tool dominates the recent window", () => {
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test("#when evaluated #then it triggers", () => {
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const window = buildWindow([
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"read",
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"read",
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"read",
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"edit",
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"read",
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"read",
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"read",
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"read",
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"grep",
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"read",
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], {
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circuitBreaker: {
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windowSize: 10,
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repetitionThresholdPercent: 80,
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},
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})
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const result = detectRepetitiveToolUse(window)
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expect(result).toEqual({
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triggered: true,
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toolName: "read",
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repeatedCount: 8,
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sampleSize: 10,
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thresholdPercent: 80,
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})
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})
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})
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describe("#given the window is not full yet", () => {
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test("#when the current sample crosses the threshold #then it still triggers", () => {
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const window = buildWindow(["read", "read", "edit", "read", "read", "read", "read", "read"], {
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circuitBreaker: {
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windowSize: 10,
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repetitionThresholdPercent: 80,
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},
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})
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const result = detectRepetitiveToolUse(window)
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expect(result).toEqual({
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triggered: true,
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toolName: "read",
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repeatedCount: 7,
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sampleSize: 8,
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thresholdPercent: 80,
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})
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})
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})
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})
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})
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@@ -0,0 +1,96 @@
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import type { BackgroundTaskConfig } from "../../config/schema"
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import {
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DEFAULT_CIRCUIT_BREAKER_REPETITION_THRESHOLD_PERCENT,
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DEFAULT_CIRCUIT_BREAKER_WINDOW_SIZE,
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DEFAULT_MAX_TOOL_CALLS,
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} from "./constants"
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import type { ToolCallWindow } from "./types"
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export interface CircuitBreakerSettings {
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maxToolCalls: number
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windowSize: number
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repetitionThresholdPercent: number
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}
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export interface ToolLoopDetectionResult {
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triggered: boolean
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toolName?: string
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repeatedCount?: number
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sampleSize?: number
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thresholdPercent?: number
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}
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export function resolveCircuitBreakerSettings(
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config?: BackgroundTaskConfig
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): CircuitBreakerSettings {
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return {
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maxToolCalls:
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config?.circuitBreaker?.maxToolCalls ?? config?.maxToolCalls ?? DEFAULT_MAX_TOOL_CALLS,
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windowSize: config?.circuitBreaker?.windowSize ?? DEFAULT_CIRCUIT_BREAKER_WINDOW_SIZE,
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repetitionThresholdPercent:
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config?.circuitBreaker?.repetitionThresholdPercent ??
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DEFAULT_CIRCUIT_BREAKER_REPETITION_THRESHOLD_PERCENT,
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}
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}
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export function recordToolCall(
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window: ToolCallWindow | undefined,
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toolName: string,
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settings: CircuitBreakerSettings
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): ToolCallWindow {
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const previous = window?.toolNames ?? []
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const toolNames = [...previous, toolName].slice(-settings.windowSize)
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return {
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toolNames,
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windowSize: settings.windowSize,
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thresholdPercent: settings.repetitionThresholdPercent,
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}
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}
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export function detectRepetitiveToolUse(
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window: ToolCallWindow | undefined
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): ToolLoopDetectionResult {
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if (!window || window.toolNames.length === 0) {
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return { triggered: false }
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}
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const counts = new Map<string, number>()
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for (const toolName of window.toolNames) {
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counts.set(toolName, (counts.get(toolName) ?? 0) + 1)
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}
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let repeatedTool: string | undefined
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let repeatedCount = 0
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for (const [toolName, count] of counts.entries()) {
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if (count > repeatedCount) {
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repeatedTool = toolName
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repeatedCount = count
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}
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}
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const sampleSize = window.toolNames.length
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const minimumSampleSize = Math.min(
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window.windowSize,
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Math.ceil((window.windowSize * window.thresholdPercent) / 100)
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)
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if (sampleSize < minimumSampleSize) {
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return { triggered: false }
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}
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const thresholdCount = Math.ceil((sampleSize * window.thresholdPercent) / 100)
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if (!repeatedTool || repeatedCount < thresholdCount) {
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return { triggered: false }
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}
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return {
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triggered: true,
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toolName: repeatedTool,
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repeatedCount,
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sampleSize,
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thresholdPercent: window.thresholdPercent,
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}
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}
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@@ -9,9 +9,17 @@ export type BackgroundTaskStatus =
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| "cancelled"
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| "interrupt"
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export interface ToolCallWindow {
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toolNames: string[]
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windowSize: number
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thresholdPercent: number
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}
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export interface TaskProgress {
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toolCalls: number
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lastTool?: string
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toolCallWindow?: ToolCallWindow
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countedToolPartIDs?: string[]
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lastUpdate: Date
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lastMessage?: string
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lastMessageAt?: Date
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