Claude Show & Tell — Non Coders Edition
Building a Super Brain
How I used Claude Code to build a 10-agent, 46-skill autonomous
development system — without writing most of the code myself
EnviousWispr | macOS Dictation App | 15,000+ lines of Swift
The Product
What is EnviousWispr?
A macOS dictation app that turns speech into polished, ready-to-paste text
🎙️
Record
Push-to-talk hotkey
captures your voice
→
🧠
Transcribe
On-device AI models
fully offline & private
→
✨
Polish
LLM fixes grammar,
removes filler words
→
📋
Paste
Clean text auto-pastes
into any app
🎙️
Try it live — type or paste something
Dictate with ⌥ Space · polished text appears instantly
Live Demo
Streaming Pipeline In Action
What you said Streaming ASR
Pipeline
Record
5.0s
Stream ASR
real-time
parallel
Finalize
~80ms
Pre-warm
TLS
SSE Polish
~1.5s
Paste
<5ms
What got pasted SSE Streaming
Overlapped Timeline
1.6s from release to paste
Record + ASR
5.0s (overlapped)
ASR Finalize
~80ms
SSE Polish
~1.5s
Paste
<5ms
0s 1s 2s 3s 4s 5s 6.6s
38 words spoken → 34 words pasted | 4 filler words removed | 1.6s from release to paste | 3x faster than sequential
The Leverage
Solo Dev vs. Super Brain
Same project. Same person. Fundamentally different approach.
😰 Traditional Vibe Coding
  • ✗ One chat, one context, one problem at a time
  • ✗ You write every line — Claude just suggests
  • ✗ Forget project patterns every new session
  • ✗ No guardrails — AI edits your secrets file? Oops
  • ✗ "It compiled" = done (no behavioral testing)
  • ✗ Context window fills up, start over
1 brain
doing everything, remembering nothing
vs
🧠 Agent-Team Architecture
  • ✓ 10 specialist agents work in parallel teams
  • ✓ You describe the problem — agents implement it
  • ✓ 46 skills encode every project pattern permanently
  • ✓ Hooks block dangerous actions before they happen
  • ✓ Every change triggers automated UAT behavioral tests
  • ✓ Agents have their own context — coordinator stays lean
11 brains
specialized, coordinated, with institutional memory
The Building Blocks
What Makes This Possible
Eight layers of Claude Code customization, each building on the last
1
CLAUDE.md
Project instructions loaded every session — rules, structure, "who does what"
foundation
2
Agents
10 specialist agents — audio, build, testing, security, release, and more
10 agents
3
Skills
Reusable recipes — "rebuild the app", "run UAT tests", "scaffold a new backend"
46 skills
4
Knowledge Base
Architecture docs, gotchas, conventions — persistent memory across sessions
6 docs
5
Hooks
Auto-format code, block secret edits, gate task completion on passing tests
7 hooks
6
Plugins
Feature dev, PR review, code simplifier, playground, hookify, and more
19 plugins
7
MCP Servers
GitHub, Google Workspace, Chrome, WhatsApp, Railway, Playwright, and more
9 MCPs
8
Agent Teams
Agents form teams, claim tasks, and ship code in parallel
coordination
The Super Brain
Agent Team Coordination
🧠 Coordinator
🎵
Audio Pipeline
8 skills
🔨
Build & Compile
4 skills
🖥️
macOS Platform
4 skills
🔒
Quality & Security
8 skills
🏗️
Feature Scaffolding
4 skills
🧪
Testing
8 skills
📦
Release
8 skills
🤖
UAT Generator
auto
📋
Feature Planning
2 skills
👤
User Management
new
Under The Hood
System Architecture
Audio Flow
ASR / Text Flow
LLM Polish Flow
Control / Trigger
In Action
What This Looks Like
A real debugging session — I describe the bug, the brain handles the rest
claude-code — EnviousWispr
me: Long transcriptions are getting cut off after polishing
# Reads source files, diagnoses 3 root causes in 30 seconds
 
brain: Dispatching 2 agents in parallel...
→ Agent 1: Fix the connector causing truncation
→ Agent 2: Audit all other connectors for the same bug
 
⚡ Hook: swift-format auto-runs on every edited .swift file
⚡ Hook: .needs-uat marker set — can't mark done until tests pass
 
⚙️ Skill: /rebuild-and-relaunch → build + bundle + kill + relaunch + UAT
 
✓ Result: 4 files fixed, all connectors audited, app rebuilt & verified
Total time: ~3 minutes. Lines I wrote: 0
The Numbers
What This System Built
10
Domain Agents
46
Custom Skills
7
Safety Hooks
9
MCP Servers
15k+
Lines of Swift
I didn't learn Swift. I didn't learn macOS APIs.
I described what I wanted and built
a system that builds software for me.
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