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Attention Machine

Operational hub for the PEAK6 Attention Machine — the system of AI agents, skills, and plugins that manages marketing, audience growth, and X/Twitter intelligence across PEAK6 products.

This repo is the Paperclip Project workspace. Agents work in git worktree branches from this repo and have filesystem access to everything here.

Repository Structure

attention-machine/
  docs/             # Operational reference docs (Paperclip guide, workflows, deployment)
  skills/           # Paperclip Skills — markdown playbooks injected into agent context
  config/           # Shared configuration (content pillars, brand voice, schedules)
  data/             # Agent-generated data (corpus, analytics, memory — largely gitignored)
  hooks/            # Agent behavior enforcement scripts
  customers/        # Product marketing plans (Peak6 Trials, etc.)

Skills

Skills are markdown files that teach agents how to perform specific procedures. They are injected into agent context at runtime based on the description field in their frontmatter.

Skill Purpose Used by
x-research Research methodology for any X topic — query decomposition, signal assessment, synthesis All agents
x-content-doctrine Brand voice, content buckets, topic boundaries, compliance Content + personal agents
x-engagement Engagement tactics — replies, quotes, threading, timing Content + personal agents
opportunity-detection Identify content opportunities, cluster detection, scoring Operational agents
daily-intelligence Orchestrate daily corpus digest after pipeline run Clawden (Topic Scout)
agent-delegation Create issues to delegate work to other agents Operational + personal agents
user-interaction Human interaction, preference management, conversational presentation Personal agents
alert-management Handle plugin alerts, severity assessment, routing Personal agents

Adding a new skill

Create a new directory under skills/ with a SKILL.md file:

skills/
└── your-skill-name/
    └── SKILL.md          # YAML frontmatter (name, description) + instructions

The description field should include routing logic: "Use when X. Don't use when Y." Push to main and agents pick it up on next heartbeat.

Docs

Document Purpose
PAPERCLIP_GUIDE.md Platform architecture, agent lifecycle, API reference
WORKFLOW_BREAKDOWN.md Full workflow specs (W1-W11), agent assignments, hooks
CLOUD_RUN_MIGRATION.md GCP deployment guide
Workflows.md Brief workflow inventory

Customers

Each product gets its own folder under customers/ with marketing plans, ICPs, and tracking.

Customer Goal Folder
Peak6 Trials 1,500 applications by May 29 customers/peak6trials/

Related Repos

Repo Purpose
x-intelligence-plugin X/Twitter sensing plugin (npm: peak6-x-intelligence-plugin)
paperclip-deploy Docker build + Cloud Run CI/CD
paperclip Thin fork of upstream Paperclip server

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