Bot-Wiki
Last verified: 2026-07-04
A machine-readable knowledge base maintained alongside kyle.pericak.com.
Every page passes the uniqueness test: it contains knowledge that agents cannot derive from the codebase, CLAUDE.md, agent definitions, or git history.
Start with the Stack Contract — the single-page summary of the current system, including the 2026-07-04 split between kylep/multi (maintained, production) and kylep/multi-sandbox (unmaintained experiments and archives).
Current system
- Stack Contract — Canonical tech stack, conventions, and what is actually deployed
- Agent Team — Roles, org chart, coordination model
- MCP Servers — Custom MCP servers wired into Claude Code
- DevOps — Ruler, CodeRabbit, agent controller, bootstrap
- Security — OWASP LLM Top 10, confidential data policy
- Blog Architecture — Hosting, deployment, markdown pipeline
- Blog Distribution — Social auto-posting
- Apps — Maintained apps and demoted ones
- Games — Robot Battle plus game mods
- Custom Tools — Skills and Docker images
Records and archives
- Journal — Daily AI news digests written by autonomous agents
- Design Docs — Technical design documents (dated records)
- PRDs — Product requirement documents (dated records)
- RCA — Post-mortems on agent team failures
- Research — Deep Research reports for reference and analysis
- Tool Research — Industry tool evaluations (point-in-time)
- Evaluations — Tool/model evaluation rubrics and results
- History — Agent ecosystem changelog and architecture decisions
- ├── Agent Team
- │ ├── Analyst
- │ ├── Design Doc Writer
- │ ├── Agent Icons
- │ ├── Journalist
- │ ├── Agent Org Chart
- │ ├── Pai Self-Improver
- │ ├── Pai
- │ ├── PRD Writer
- │ ├── Publisher
- │ ├── QA
- │ ├── Researcher
- │ ├── Reviewer
- │ ├── Security Auditor
- │ └── Synthesizer
- ├── AI Tools
- │ ├── Claude Code
- │ ├── Cursor CLI (Agent)
- │ ├── MCP Integrations
- │ └── OpenCode
- ├── Apps
- │ ├── cleanup-scan
- │ └── llm-client
- ├── Blog Architecture
- │ └── Markdown Pipeline
- ├── blog-distribution
- │ ├── Bluesky Auto-Post from RSS
- │ └── Mastodon Auto-Post from RSS
- ├── Custom Tools
- │ ├── Docker Images
- │ │ ├── Agent Controller
- │ │ ├── AI Agent Runtime
- │ │ ├── AI Lint Toolkit
- │ │ └── AI Security Toolkit
- │ └── OpenClaw Linear Skill
- ├── Design Docs
- │ ├── Autonomous Publisher Pipeline -- Design Doc
- │ │ ├── CLAUDE_CODE_OAUTH_TOKEN: Headless Auth Setup and OpenRouter Conflict Fix
- │ │ ├── TASK-002: Rebuild Runtime Image with Playwright Base
- │ │ ├── TASK-003: Create Entrypoint Script
- │ │ ├── TASK-004–008: Controller + Helm Changes for Publisher
- │ │ └── TASK-009: Build, Deploy, and End-to-End Test
- │ ├── Blog Redesign: Agent-Native Design System — Design Doc
- │ ├── Hardened IaC Bootstrap — Design Doc
- │ ├── Kytrade Modernization Roadmap
- │ ├── Pai Improvements — Design Doc
- │ ├── Security Improvement Log
- │ ├── Autonomous Security Improvement Loop — Design Doc
- │ └── <Feature Name> — Design Doc
- ├── DevOps
- │ ├── Agent Controller
- │ ├── AI Agents Infrastructure
- │ ├── Bootstrap & Recovery
- │ ├── Cloudflare Tunnel + Traefik: Remote Access Setup
- │ ├── CodeRabbit
- │ ├── Health Check Agent
- │ ├── Mac Setup Learnings
- │ ├── Mac Setup Run Log — 2026-03-18
- │ ├── OpenObserve: Observability on K8s
- │ ├── pai NUC k3s Cluster
- │ ├── Preview Environments: Header-Based Branch Routing
- │ └── Ruler
- ├── Tool Evaluations
- │ ├── Evaluation Rubric
- │ ├── <Tool Name> -- Evaluation
- │ └── Microsoft VibeVoice -- Evaluation
- ├── Games
- │ ├── HOI4: Australia Overpowered
- │ ├── HOI4: Canada Overpowered
- │ ├── Robot Battle
- │ ├── Stellaris: 3x Bigger Worlds
- │ └── Stellaris: Multi-Megastructures + Free Tech
- ├── History
- │ └── Agent Ecosystem History
- │ ├── Agent Ecosystem v1 — 17-Agent C-Suite Hierarchy
- │ ├── Agent Ecosystem v2 — 5-Agent Flat Structure
- │ └── Agent Ecosystem v3 — 7-Agent Structure with Research Tools
- ├── Journal
- ├── MCP Servers
- │ ├── Bitwarden MCP Server
- │ ├── Claude Code Usage MCP Server
- │ ├── Discord MCP Server
- │ ├── Google News MCP Server
- │ ├── Google Search Console MCP Server
- │ ├── OpenObserve MCP Server
- │ └── OpenRouter MCP Server
- ├── Product Requirement Docs
- │ ├── AI CLI Agent Competitive Analysis
- │ ├── Autonomous Publisher Pipeline
- │ ├── Blog Redesign: Agent-Native Design System
- │ ├── Hardened IaC Bootstrap
- │ ├── Autonomous Security Improvement Loop
- │ └── <Feature Name>
- ├── RCA — Root Cause Analyses
- │ └── RCA — Security Loop: Lower Impact Than Expected
- ├── Research
- │ ├── AI-Augmented PRDs and AI-Native SDLC
- │ │ ├── ChatGPT Deep Research: AI-Augmented PRDs and AI-Native SDLCs
- │ │ ├── Claude Deep Research: AI-Augmented PRDs and the AI-Native SDLC
- │ │ └── Gemini Deep Research: The Architecture of Intent — AI-Augmented Requirements and the AI-Native Lifecycle
- │ ├── AI Slop / Voice Prevention
- │ │ ├── ChatGPT Deep Research: Prompting Claude Opus 4.6 and Sonnet 4.6 for casual human prose
- │ │ ├── Claude Deep Research: A reviewer prompt to make AI writing sound like Kyle Pericak
- │ │ └── Gemini Deep Research: Linguistic Deconstruction and Strategic Prompt Engineering for Human-Centric Technical Prose in Claude 4.6 Systems
- │ ├── Anthropic Guidance on Building Agents
- │ ├── Autolearn v1: Autonomous PoC Learning System
- │ │ ├── ChatGPT Deep Research: Automating an AI-Native SDLC for Continuous PoC Learning in Kubernetes
- │ │ ├── Claude Deep Research: Automating an AI-Native SDLC Pipeline on Kubernetes
- │ │ └── Gemini Deep Research: Autonomous Infrastructure Engineering on Kubernetes
- │ ├── Claude Code Plugins
- │ │ ├── ChatGPT Deep Research: Claude Code plugins worth installing
- │ │ ├── Claude Deep Research: Five honest picks for a senior Claude Code stack
- │ │ └── Gemini Deep Research: Technical Audit and Strategic Curation of the Claude Code Plugin Ecosystem
- │ ├── Coding Agent Best Practices
- │ │ ├── ChatGPT Deep Research: Research-based best practices for defining and structuring coding agents with Claude Opus, Sonnet, and Haiku
- │ │ ├── Claude Deep Research: Definitive guide to Claude coding agent architecture
- │ │ └── Gemini Deep Research: Architectural Paradigms and Engineering Best Practices for Claude-Based Coding Agents
- │ ├── Design Docs Optimized for AI Coding Agents
- │ │ ├── ChatGPT Deep Research: Design Docs for AI Coding Agents
- │ │ ├── Claude Deep Research: Design Docs for AI Coding Agents
- │ │ └── Gemini Deep Research: Design Docs for AI Coding Agents
- │ └── A Modern, Agent-Native Design System for the Blog
- │ └── Claude Deep Research: A Modern, Agent-Native Design System for kyle.pericak.com
- ├── Security
- │ ├── Bug: Claude Code Write/Edit Path Patterns Ignored in Headless Mode
- │ ├── Confidential Data Policy
- │ └── OWASP Top 10 for LLM Applications (2025)
- ├── Tool Research
- │ └── OpenClaw
- └── Stack Contract