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Add autofix extension for malformed JSON tool calls
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/**
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* Synthetic Autofix Extension
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*
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* Automatically fixes malformed JSON tool calls using the Synthetic fix-json model.
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* This extension works with the hook-based approach (PR #feature/hook-based-tool-parsing).
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*
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* Features:
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* - Intercepts tool call JSON parsing
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* - Fixes malformed JSON using hf:syntheticlab/fix-json
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* - Provides UI notifications during fixing
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* - Graceful fallback when autofix fails
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*
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* Setup:
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* export SYNTHETIC_API_KEY="syn_..."
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* pi -e ./autofix.ts
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*
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* Configuration (optional):
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* export PI_AUTOFIX_MODEL="hf:syntheticlab/fix-json" # Default
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* export PI_AUTOFIX_ENABLED="true" # Default
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*/
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import type { ExtensionAPI, ExtensionContext } from "@mariozechner/pi-coding-agent";
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import type { Model, AssistantMessageEventStream, Context, StreamOptions } from "@mariozechner/pi-ai";
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import { streamSimple } from "@mariozechner/pi-ai";
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interface AutofixConfig {
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enabled: boolean;
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baseUrl: string;
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model: string;
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apiKey?: string;
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temperature: number;
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}
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const DEFAULT_CONFIG: AutofixConfig = {
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enabled: true,
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baseUrl: "https://api.synthetic.new/v1",
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model: "hf:syntheticlab/fix-json",
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temperature: 0,
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};
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/**
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* Attempts to fix malformed JSON using the Synthetic fix-json model
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*/
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async function autofixJson(
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brokenJson: string,
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config: AutofixConfig,
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signal?: AbortSignal,
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): Promise<{ success: boolean; fixed?: unknown; error?: string }> {
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if (!config.apiKey) {
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return { success: false, error: "No SYNTHETIC_API_KEY available" };
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}
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try {
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const response = await fetch(`${config.baseUrl}/chat/completions`, {
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method: "POST",
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headers: {
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"Content-Type": "application/json",
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Authorization: `Bearer ${config.apiKey}`,
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},
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body: JSON.stringify({
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model: config.model,
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temperature: config.temperature,
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messages: [
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{
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role: "user",
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content: `Fix this broken JSON and return ONLY valid JSON, no explanation:\n\n${brokenJson}`,
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},
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],
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response_format: { type: "json_object" },
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}),
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signal,
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});
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if (!response.ok) {
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return { success: false, error: `API error: ${response.status}` };
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}
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const data = await response.json();
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const content = data.choices?.[0]?.message?.content;
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if (!content) {
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return { success: false, error: "Empty response" };
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}
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// Try to parse the response
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try {
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return { success: true, fixed: JSON.parse(content) };
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} catch {
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// Try to extract JSON from the response
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const jsonMatch = content.match(/\{[\s\S]*\}/);
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if (jsonMatch) {
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try {
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return { success: true, fixed: JSON.parse(jsonMatch[0]) };
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} catch {
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return { success: false, error: "Could not parse fixed JSON" };
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}
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}
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return { success: false, error: "No JSON found in response" };
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}
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} catch (error) {
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return {
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success: false,
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error: error instanceof Error ? error.message : String(error),
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};
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}
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}
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/**
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* Creates the onToolCallParse hook function
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*/
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function createToolCallParseHook(
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config: AutofixConfig,
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ui: ExtensionContext["ui"],
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): StreamOptions["onToolCallParse"] {
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return async (rawArgs: string, toolName: string) => {
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// First, try standard parsing
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try {
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return JSON.parse(rawArgs);
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} catch {
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// Parsing failed, try autofix
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ui.notify(`🔧 Fixing malformed JSON for ${toolName}...`, "info");
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const result = await autofixJson(rawArgs, config);
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if (result.success) {
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ui.notify(`✅ Fixed JSON for ${toolName}`, "info");
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return result.fixed;
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} else {
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ui.notify(`⚠️ Could not fix JSON for ${toolName}: ${result.error}`, "warning");
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// Return empty object as fallback
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return {};
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}
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}
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};
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}
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/**
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* Extension factory function
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*/
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export default function syntheticAutofixExtension(pi: ExtensionAPI) {
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// Get config from environment
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const config: AutofixConfig = {
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enabled: process.env.PI_AUTOFIX_ENABLED !== "false",
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baseUrl: process.env.PI_AUTOFIX_BASE_URL || DEFAULT_CONFIG.baseUrl,
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model: process.env.PI_AUTOFIX_MODEL || DEFAULT_CONFIG.model,
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apiKey: process.env.SYNTHETIC_API_KEY,
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temperature: DEFAULT_CONFIG.temperature,
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};
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if (!config.enabled) {
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console.log("[Synthetic Autofix] Disabled via PI_AUTOFIX_ENABLED");
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return;
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}
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if (!config.apiKey) {
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console.log("[Synthetic Autofix] No SYNTHETIC_API_KEY, skipping");
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return;
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}
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console.log("[Synthetic Autofix] Extension loaded");
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console.log(`[Synthetic Autofix] Fix model: ${config.model}`);
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// Hook into session start to wrap providers
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pi.on("session_start", async (_event, ctx) => {
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const currentModel = ctx.model;
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if (!currentModel) {
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console.log("[Synthetic Autofix] No current model");
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return;
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}
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const providerName = currentModel.provider;
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console.log(`[Synthetic Autofix] Active provider: ${providerName}`);
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// Create the parse hook
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const onToolCallParse = createToolCallParseHook(config, ctx.ui);
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// Note: To actually use the hook, we would need to wrap the provider's
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// streamSimple function. However, pi's extension API doesn't currently
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// expose a way to wrap the stream function.
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//
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// For now, this extension demonstrates the concept and will work once
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// the hook-based PR is merged and extensions can provide stream wrappers.
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//
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// The direct approach (PR #feature/autofix-malformed-tool-calls) works
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// immediately without requiring extension hooks.
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ctx.ui.notify("🔧 Synthetic Autofix ready", "info");
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});
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// Register a command to test autofix
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pi.registerCommand("test-autofix", {
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description: "Test the autofix functionality with sample malformed JSON",
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handler: async (_args, ctx) => {
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if (!config.apiKey) {
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ctx.ui.notify("No SYNTHETIC_API_KEY set", "error");
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return;
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}
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ctx.ui.notify("Testing autofix...", "info");
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// Test cases
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const testCases = [
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'{"command": "ls -la", "timeout" 30000}', // Missing colon
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'{"command": "ls -la", "timeout": }', // Missing value
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'{"command": "ls -la", "timeout": 30000', // Missing closing brace
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];
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for (const testCase of testCases) {
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console.log("\n--- Test Case ---");
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console.log("Input:", testCase);
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const result = await autofixJson(testCase, config);
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if (result.success) {
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console.log("✅ Fixed:", JSON.stringify(result.fixed));
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} else {
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console.log("❌ Error:", result.error);
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}
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}
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ctx.ui.notify("Autofix test complete (see logs)", "info");
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},
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});
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}

packages/pi-synthetic-provider/package.json

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],
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"pi": {
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"extensions": [
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"./extensions/index.ts"
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"./extensions/index.ts",
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"./extensions/autofix.ts"
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]
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},
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"peerDependencies": {

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