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* @license
* Copyright 2026 Google LLC
* SPDX-License-Identifier: Apache-2.0
*/
import type { Content, Part } from '@google/genai';
import path from 'node:path';
import * as fsPromises from 'node:fs/promises';
import { estimateTokenCountSync } from '../utils/tokenCalculation.js';
import { debugLogger } from '../utils/debugLogger.js';
import { sanitizeFilenamePart } from '../utils/fileUtils.js';
import type { Config } from '../config/config.js';
import { logToolOutputMasking } from '../telemetry/loggers.js';
import {
SHELL_TOOL_NAME,
ACTIVATE_SKILL_TOOL_NAME,
ASK_USER_TOOL_NAME,
ENTER_PLAN_MODE_TOOL_NAME,
EXIT_PLAN_MODE_TOOL_NAME,
} from '../tools/tool-names.js';
import { ToolOutputMaskingEvent } from '../telemetry/types.js';
// Tool output masking defaults
export const DEFAULT_TOOL_PROTECTION_THRESHOLD = 50000;
export const DEFAULT_MIN_PRUNABLE_TOKENS_THRESHOLD = 30000;
export const DEFAULT_PROTECT_LATEST_TURN = true;
export const MASKING_INDICATOR_TAG = 'tool_output_masked';
export const TOOL_OUTPUTS_DIR = 'tool-outputs';
/**
* Tools whose outputs are always high-signal and should never be masked,
* regardless of their position in the conversation history.
*/
const EXEMPT_TOOLS = new Set([
ACTIVATE_SKILL_TOOL_NAME,
ASK_USER_TOOL_NAME,
ENTER_PLAN_MODE_TOOL_NAME,
EXIT_PLAN_MODE_TOOL_NAME,
]);
export interface MaskingResult {
newHistory: readonly Content[];
maskedCount: number;
tokensSaved: number;
}
/**
* Service to manage context window efficiency by masking bulky tool outputs (Tool Output Masking).
*
* It implements a "Hybrid Backward Scanned FIFO" algorithm to balance context relevance with
* token savings:
* 1. **Protection Window**: Protects the newest `protectionThresholdTokens` (default 50k) tool tokens
* from pruning. Optionally skips the entire latest conversation turn to ensure full context for
* the model's next response.
* 2. **Global Aggregation**: Scans backwards past the protection window to identify all remaining
* tool outputs that haven't been masked yet.
* 3. **Batch Trigger**: Trigger masking only if the total prunable tokens exceed
* `minPrunableThresholdTokens` (default 30k).
*
* @remarks
* Effectively, this means masking only starts once the conversation contains approximately 80k
* tokens of prunable tool outputs (50k protected + 30k prunable buffer). Small tool outputs
* are preserved until they collectively reach the threshold.
*/
export class ToolOutputMaskingService {
async mask(
history: readonly Content[],
config: Config,
): Promise<MaskingResult> {
if (history.length === 0) {
return { newHistory: history, maskedCount: 0, tokensSaved: 0 };
}
const maskingConfig = await config.getToolOutputMaskingConfig();
let cumulativeToolTokens = 0;
let protectionBoundaryReached = false;
let totalPrunableTokens = 0;
let maskedCount = 0;
const prunableParts: Array<{
contentIndex: number;
partIndex: number;
tokens: number;
content: string;
originalPart: Part;
}> = [];
// Decide where to start scanning.
// If PROTECT_LATEST_TURN is true, we skip the most recent message (index history.length - 1).
const scanStartIdx = maskingConfig.protectLatestTurn
? history.length - 2
: history.length - 1;
// Backward scan to identify prunable tool outputs
for (let i = scanStartIdx; i >= 0; i--) {
const content = history[i];
const parts = content.parts || [];
for (let j = parts.length - 1; j >= 0; j--) {
const part = parts[j];
// Tool outputs (functionResponse) are the primary targets for pruning because
// they often contain voluminous data (e.g., shell logs, file content) that
// can exceed context limits. We preserve other parts—such as user text,
// model reasoning, and multimodal data—because they define the conversation's
// core intent and logic, which are harder for the model to recover if lost.
if (!part.functionResponse) continue;
const toolName = part.functionResponse.name;
if (toolName && EXEMPT_TOOLS.has(toolName)) {
continue;
}
const toolOutputContent = this.getToolOutputContent(part);
if (!toolOutputContent || this.isAlreadyMasked(toolOutputContent)) {
continue;
}
const partTokens = estimateTokenCountSync([part]);
if (!protectionBoundaryReached) {
cumulativeToolTokens += partTokens;
if (cumulativeToolTokens > maskingConfig.protectionThresholdTokens) {
protectionBoundaryReached = true;
// The part that crossed the boundary is prunable.
totalPrunableTokens += partTokens;
prunableParts.push({
contentIndex: i,
partIndex: j,
tokens: partTokens,
content: toolOutputContent,
originalPart: part,
});
}
} else {
totalPrunableTokens += partTokens;
prunableParts.push({
contentIndex: i,
partIndex: j,
tokens: partTokens,
content: toolOutputContent,
originalPart: part,
});
}
}
}
// Trigger pruning only if we have accumulated enough savings to justify the
// overhead of masking and file I/O (batch pruning threshold).
if (totalPrunableTokens < maskingConfig.minPrunableThresholdTokens) {
return { newHistory: history, maskedCount: 0, tokensSaved: 0 };
}
debugLogger.debug(
`[ToolOutputMasking] Triggering masking. Prunable tool tokens: ${totalPrunableTokens.toLocaleString()} (> ${maskingConfig.minPrunableThresholdTokens.toLocaleString()})`,
);
// Perform masking and offloading
const newHistory = [...history]; // Shallow copy of history
let actualTokensSaved = 0;
let toolOutputsDir = path.join(
config.storage.getProjectTempDir(),
TOOL_OUTPUTS_DIR,
);
const sessionId = config.getSessionId();
if (sessionId) {
const safeSessionId = sanitizeFilenamePart(sessionId);
toolOutputsDir = path.join(toolOutputsDir, `session-${safeSessionId}`);
}
await fsPromises.mkdir(toolOutputsDir, { recursive: true });
for (const item of prunableParts) {
const { contentIndex, partIndex, content, tokens } = item;
const contentRecord = newHistory[contentIndex];
const part = contentRecord.parts![partIndex];
if (!part.functionResponse) continue;
const toolName = part.functionResponse.name || 'unknown_tool';
const callId = part.functionResponse.id || Date.now().toString();
const safeToolName = sanitizeFilenamePart(toolName).toLowerCase();
const safeCallId = sanitizeFilenamePart(callId).toLowerCase();
const fileName = `${safeToolName}_${safeCallId}_${Math.random()
.toString(36)
.substring(7)}.txt`;
const filePath = path.join(toolOutputsDir, fileName);
await fsPromises.writeFile(filePath, content, 'utf-8');
const originalResponse =
// eslint-disable-next-line @typescript-eslint/no-unsafe-type-assertion
(part.functionResponse.response as Record<string, unknown>) || {};
const totalLines = content.split('\n').length;
const fileSizeMB = (
Buffer.byteLength(content, 'utf8') /
1024 /
1024
).toFixed(2);
let preview = '';
if (toolName === SHELL_TOOL_NAME) {
preview = this.formatShellPreview(originalResponse);
} else {
// General tools: Head + Tail preview (250 chars each)
if (content.length > 500) {
preview = `${content.slice(0, 250)}\n... [TRUNCATED] ...\n${content.slice(-250)}`;
} else {
preview = content;
}
}
const maskedSnippet = this.formatMaskedSnippet({
toolName,
filePath,
fileSizeMB,
totalLines,
tokens,
preview,
});
const maskedPart = {
...part,
functionResponse: {
// eslint-disable-next-line @typescript-eslint/no-misused-spread
...part.functionResponse,
response: { output: maskedSnippet },
},
};
const newTaskTokens = estimateTokenCountSync([maskedPart]);
const savings = tokens - newTaskTokens;
if (savings > 0) {
const newParts = [...contentRecord.parts!];
newParts[partIndex] = maskedPart;
newHistory[contentIndex] = { ...contentRecord, parts: newParts };
actualTokensSaved += savings;
maskedCount++;
}
}
debugLogger.debug(
`[ToolOutputMasking] Masked ${maskedCount} tool outputs. Saved ~${actualTokensSaved.toLocaleString()} tokens.`,
);
const result = {
newHistory,
maskedCount,
tokensSaved: actualTokensSaved,
};
if (actualTokensSaved <= 0) {
return result;
}
logToolOutputMasking(
config,
new ToolOutputMaskingEvent({
tokens_before: totalPrunableTokens,
tokens_after: totalPrunableTokens - actualTokensSaved,
masked_count: maskedCount,
total_prunable_tokens: totalPrunableTokens,
}),
);
return result;
}
private getToolOutputContent(part: Part): string | null {
if (!part.functionResponse) return null;
// eslint-disable-next-line @typescript-eslint/no-unsafe-type-assertion
const response = part.functionResponse.response as Record<string, unknown>;
if (!response) return null;
// Stringify the entire response for saving.
// This handles any tool output schema automatically.
const content = JSON.stringify(response, null, 2);
// Multimodal safety check: Sibling parts (inlineData, etc.) are handled by mask()
// by keeping the original part structure and only replacing the functionResponse content.
return content;
}
private isAlreadyMasked(content: string): boolean {
return content.includes(`<${MASKING_INDICATOR_TAG}`);
}
private formatShellPreview(response: Record<string, unknown>): string {
// eslint-disable-next-line @typescript-eslint/no-unsafe-type-assertion
const content = (response['output'] || response['stdout'] || '') as string;
if (typeof content !== 'string') {
return typeof content === 'object'
? JSON.stringify(content)
: String(content);
}
// The shell tool output is structured in shell.ts with specific section prefixes:
const sectionRegex =
/^(Output|Error|Exit Code|Signal|Background PIDs|Process Group PGID): /m;
const parts = content.split(sectionRegex);
if (parts.length < 3) {
// Fallback to simple head/tail if not in expected shell.ts format
return this.formatSimplePreview(content);
}
const previewParts: string[] = [];
if (parts[0].trim()) {
previewParts.push(this.formatSimplePreview(parts[0].trim()));
}
for (let i = 1; i < parts.length; i += 2) {
const name = parts[i];
const sectionContent = parts[i + 1]?.trim() || '';
if (name === 'Output') {
previewParts.push(
`Output: ${this.formatSimplePreview(sectionContent)}`,
);
} else {
// Keep other sections (Error, Exit Code, etc.) in full as they are usually high-signal and small
previewParts.push(`${name}: ${sectionContent}`);
}
}
let preview = previewParts.join('\n');
// Also check root levels just in case some tool uses them or for future-proofing
const exitCode = response['exitCode'] ?? response['exit_code'];
const error = response['error'];
if (
exitCode !== undefined &&
exitCode !== 0 &&
exitCode !== null &&
!content.includes(`Exit Code: ${exitCode}`)
) {
preview += `\n[Exit Code: ${exitCode}]`;
}
if (error && !content.includes(`Error: ${error}`)) {
preview += `\n[Error: ${error}]`;
}
return preview;
}
private formatSimplePreview(content: string): string {
const lines = content.split('\n');
if (lines.length <= 20) return content;
const head = lines.slice(0, 10);
const tail = lines.slice(-10);
return `${head.join('\n')}\n\n... [${
lines.length - head.length - tail.length
} lines omitted] ...\n\n${tail.join('\n')}`;
}
private formatMaskedSnippet(params: MaskedSnippetParams): string {
const { filePath, preview } = params;
return `<${MASKING_INDICATOR_TAG}>
${preview}
Output too large. Full output available at: ${filePath}
</${MASKING_INDICATOR_TAG}>`;
}
}
interface MaskedSnippetParams {
toolName: string;
filePath: string;
fileSizeMB: string;
totalLines: number;
tokens: number;
preview: string;
}
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