harishkotra’s gists

harishkotra / sol_pnl_ultra_single.ts

Created April 12, 2026 05:47

Ultra low-latency SOL PnL solver using getTransactionsForAddress (RPC-only, no indexing)

	/**
	* SOL PnL Ultra Solver (single-file submission)
	* RPC-only, no indexing, optimized for low latency on getTransactionsForAddress.
	*
	* Run:
	* RPC_ENDPOINTS="https://rpc1,https://rpc2" \
	* TARGET_ADDRESS="wallet_pubkey" \
	* START_SLOT=0 \
	* END_SLOT=350000000 \
	* PROBE_CONCURRENCY=24 \

harishkotra / shadow-trader.js

Created April 2, 2026 01:55

"Shadow-Signal" - an autonomous copy-trading bot powered entirely by the Nansen CLI

	const { execSync } = require('child_process');

	// CONFIGURATION
	const CHAIN = 'solana';
	const TRADE_AMOUNT = '100000'; // 0.1 USDC (Adjust as needed)
	const MIN_SM_INFLOW = 100; // Lowered to $100 for testing/hackathon purposes

	async function runCommand(cmd) {
	try {
	const output = execSync(cmd, { encoding: 'utf-8' });

harishkotra / openclaw_dev_teams.md

Created February 19, 2026 16:31

OpenClaw Software Development Team of Agents

User (Discord)
        │
        ▼
Product Manager (Main Agent)
        │
        ├── Backend Agent
        ├── Frontend Agent
        ├── QA Agent
        └── DevOps Agent

harishkotra / index.js

Created October 15, 2025 15:44

openai compatible api with gaia nodes.

	import { createOpenAICompatible } from '@ai-sdk/openai-compatible';
	import { generateText } from "ai";
	import "dotenv/config";

	function gaiaFetch(input, init) {
	const headers = new Headers(init?.headers ?? {});

	// Set headers only if they are not already present
	if (!headers.has("accept")) {
	headers.set("accept", "application/json");

harishkotra / qwen3-0.6B-gaia-config.json

Created October 3, 2025 18:40

qwen3-0.6B-gaia-config.json

	{
	"address": "",
	"chat": "https://huggingface.co/gaianet/Qwen3-0.6B-GGUF/resolve/main/Qwen3-0.6B-Q5_K_M.gguf",
	"chat_batch_size": "128",
	"chat_ctx_size": "2048",
	"chat_name": "Qwen3-0.6B-Q5_K_M",
	"chat_ubatch_size": "128",
	"context_window": "1",
	"description": "Gaia node config with Qwen3-0.6B-Q5_K_M model",
	"domain": "gaia.domains",

harishkotra / config.json

Created June 13, 2025 07:25

Gemma Custom Config

	{
	"address": "",
	"chat": "https://huggingface.co/gaianet/gemma-3-4b-it-GGUF/resolve/main/gemma-3-4b-it-Q5_K_M.gguf",
	"chat_batch_size": "64",
	"chat_ctx_size": "8192",
	"chat_name": "gemma-3-4b-it-Q5_K_M",
	"context_window": "1",
	"description": "A custom gaia node running gemma-3-4b-it model.",
	"domain": "gaia.domains",
	"embedding": "https://huggingface.co/gaianet/gte-Qwen2-1.5B-instruct-GGUF/resolve/main/gte-Qwen2-1.5B-instruct-f16.gguf",

harishkotra / csv_to_qdrant_embeddings.py

Created March 31, 2025 00:44

Convert your csv file into locally running qdrant embeddings using this python script.

	import os
	import pandas as pd
	from sentence_transformers import SentenceTransformer
	from qdrant_client import QdrantClient
	from qdrant_client.models import PointStruct, Distance, VectorParams

	# Configuration
	CSV_FILE = "snippets.csv" # Update with your csv path
	QDRANT_HOST = "localhost" # Change if using a remote Qdrant instance
	QDRANT_PORT = 6333

harishkotra / gitingest_to_csv.py

Created March 31, 2025 00:41

This script parses text files containing code snippets extracted from gitingest.com and converts them into a CSV format for easier analysis and manipulation.

	"""
	# GitIngest Code Extractor

	## Description
	This script parses text files containing code snippets extracted from gitingest.com
	and converts them into a CSV format for easier analysis and manipulation.

	## Purpose
	When downloading code from gitingest.com, files are often consolidated into a single
	text file with delimiters separating each code file. This script identifies these

harishkotra / langchain_gaia_demo.py

Created November 28, 2024 03:54

	from langchain_openai import ChatOpenAI
	from langchain_core.prompts import ChatPromptTemplate
	from langchain_core.output_parsers import StrOutputParser
	from langchain_core.runnables import RunnablePassthrough
	import json

	# Initialize the chat model with Gaia's endpoint
	llm = ChatOpenAI(
	model="llama3b",
	openai_api_key="gaia",

harishkotra / discord-role-add.js

Created April 20, 2024 17:54

✅ Discord.js v14.14.1: Add Role on Reaction Add

	/**
	* Easily add roles from Discord users when they add a specific reactions using discord.js v14.14.1. (discord.js 14+)
	*/

	const { Client, Events, GatewayIntentBits, Partials } = require('discord.js');

	const client = new Client({
	intents: [GatewayIntentBits.Guilds, GatewayIntentBits.GuildMessages, GatewayIntentBits.GuildMessageReactions],
	partials: [Partials.Message, Partials.Channel, Partials.Reaction],
	});

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