sambacha

# train_grpo.py
#
# See https://github.com/willccbb/verifiers for ongoing developments
#
"""
citation:

@misc{brown2025grpodemo,
  title={Granular Format Rewards for Eliciting Mathematical Reasoning Capabilities in Small Language Models},
  author={Brown, William},

sambacha

Cost Components per Trade

Tading costs at the unit level. For a single round-trip trade (buy and sell), the total cost comprises:

$$C_{\text{unit}} = \text{Commission}_{\text{per unit}} + \text{Slippage}_{\text{per unit}}$$

Where slippage represents the market impact and execution shortfall. For retail traders:

$$\text{Slippage}_{\text{per unit}} \approx \frac{1}{2} \times \text{Bid-Ask Spread}_{\text{per unit}}$$

sambacha

  - The machine does not have any actions on entry or exit. We might want to add actions to clear context or to log.
   - The machine does not have any activities (ongoing actions).
   - The machine does not have any metadata.
   - The machine does not use tags.
   - The machine does not use description.
   - The machine does not use key.
   - The machine does not use strict mode.
   - The machine does not preserve the history.
   - The machine does not use predictable action arguments.
   - The machine does not use a schema for context and events.

sambacha

{
  "kind": "Dashboard",
  "metadata": {
    "name": "claude-code-personal",
    "project": "default",
    "version": 1
  },
  "spec": {
    "display": {
      "name": "Claude Code Personal Usage Dashboard"

sambacha

usage: extract_patch.py [-h] [-o OUTPUT] [--list] [--github] [--repo REPO] [--commit COMMIT] [--branch BRANCH] [--force-branch] patch_file

Extract files from git patch

positional arguments:
  patch_file            Path to the git patch file

options:
  -h, --help            show this help message and exit
  -o OUTPUT, --output OUTPUT

sambacha

// Claude Code is a Beta product per Anthropic's Commercial Terms of Service.
// By using Claude Code, you agree that all code acceptance or rejection decisions you make,
// and the associated conversations in context, constitute Feedback under Anthropic's Commercial Terms,
// and may be used to improve Anthropic's products, including training models.
// You are responsible for reviewing any code suggestions before use.

// (c) Anthropic PBC. All rights reserved. Use is subject to Anthropic's Commercial Terms of Service (https://www.anthropic.com/legal/commercial-terms).

// Version: 0.2.9

sambacha

# Kakoune configuration for Solidity
# ‾‾‾‾‾‾‾‾‾‾‾‾‾‾‾‾‾‾‾‾‾‾‾‾‾‾‾‾‾‾‾‾‾‾

# Detection
# ‾‾‾‾‾‾‾‾‾‾

hook global BufCreate .*\.sol %{
    set-option buffer filetype solidity
}

sambacha

#!/usr/bin/env node
// SPDX-License-Identifier: 0BSD
// BSD Zero Clause License

// @model: claude-sonnet-4-20250514

/**
 * @fileoverview Foundry Gas Snapshot Parser
 * @description Parses Foundry .gas-snapshot files into CSV format with detailed statistics
 * @module gas-snapshot-parser

sambacha

#!usr/bin/env bash
# !ACHTUNG: Use at your own risk, AI slop generated
# You can export web authn private key using devtools web authn thingy
# Play stupid games, win retarded prizes
# Avoid contact with eyes, apply directly to forehead
# 

PEM_FILE="private_key.pem"
KEYSTORE_NAME="my_eth_wallet"

sambacha

#!/bin/sh
n=$1
shift
for i in $(seq $n); do
    "$@" || exit 1
done