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Codebase Review: Swarm Tools Architecture & Context Engineering

1. Executive Summary

This document provides a comprehensive review of the Swarm Tools architecture, implementation patterns, and strategic improvements based on modern Context Engineering principles (specifically Phil Schmid's "Context Engineering for AI Agents: Part 2").

Swarm Tools is a high-integrity multi-agent orchestration framework that leverages Event Sourcing and the Actor Model to manage parallel workflows for AI coding agents.

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2. Architectural Analysis

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;;;; Helper Functions Declaration
;; (import-macros {: defn
;;                 : into
;;                 : empty
;;                 : when-let
;;                 : if-let
;;                 : when-some
;;                 : if-some} :cljlib.macros)

(local {: inc

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Merging Rubygems and Bundler

1.sh:

#!/bin/sh
set -eux
rm -rf rubygems bundler
git clone https://github.com/rubygems/rubygems
git clone https://github.com/rubygems/bundler

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#!/bin/bash

function die() {
  echo "${1}"
  exit 1
}

which printf > /dev/null 2>&1 || die "Shell integration requires the printf binary to be in your path."
which sed > /dev/null 2>&1 || die "Shell integration requires the sed binary to be in your path."

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(ns my-transducers.core
  (:require [clojure.core.async :as async]))

;;;;;;;;;;;;;;;;;;;;;;;;;;;;
;; Understanding Transducers
;;;;;;;;;;;;;;;;;;;;;;;;;;;;
;;
;; This is the source code for the blog post Understanding Transducers, found
;; here: http://elbenshira.com/blog/understanding-transducers
;;

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Build Emacs-w64 with MSYS2/MinGW-w64

Instructions are modified from emacs-w64 Wiki page by zklhp. Many thanks for sharing!

1. Download MSYS2 (msys2-x86_64-20140704.exe) from this download page.

2. Install MSYS2 to, for example, C:\msys2 (make sure no space in path).

3. Optionally prettify the MSYS2 console mintty with ~/.minttyrc to make it more pleasing to eyes. Thanks to this awesome theme!

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Notes for compiling and setting up pdf-tools using msys2

Steps

1. Open msys2 shell
2. Get pdf-tools

   git clone https://github.com/politza/pdf-tools
   cd pdf-tools
       

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##########
# Win10 Initial Setup Script
# Author: Disassembler <disassembler@dasm.cz>
# Version: 1.7, 2016-08-15

# dasm's script: https://github.com/Disassembler0/Win10-Initial-Setup-Script/

# THIS IS A PERSONALIZED VERSION
# This script leaves more MS defaults on, including MS security features.
# Tweaked based on personal preferences for @alirobe 2016-11-16 - v1.7.1

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body
{
  margin-top: 1px;
  margin-right: 3px;
  margin-left:  2px;
  margin-bottom: 3px;
  background: #201F1F;
  color: white;
  font-family: Bookerly, Segoe UI, Palatino Linotype, Arial Unicode MS;
}

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<?xml version="1.0"?>
<root>
  <modifierdef>MY_HYPER</modifierdef>
  <item>
    <name>Remap Caps Lock to Hyper</name>
    <appendix>OS X doesn't have a Hyper. This maps Left Control to Control + Shift + Option + Command.</appendix>

    <identifier>caps_lock_to_hyper</identifier>
    <autogen>
      __KeyOverlaidModifier__