I Built an AI Chief of Staff.

It runs my company's intelligence layer. Here's exactly how.

Chris Abbass·CEO, Talentful·350 Employees·$50M+🦞

The CEO's Intelligence Problem

Data scattered across 5 platforms. No single source of truth.
Reporting took hours. Decisions waited days.
350 employees. 10 direct reports. Zero real-time visibility.
I wanted a Chief of Staff that never sleeps.

🦞

Meet Clawdbass

An AI agent built on OpenClaw.
Always on. Always learning.

7 weeks. From zero to production.

7 Weeks. 7 Layers.

Foundation

Memory

Dashboards

Secrets

Security

Automation

Intelligence

01

Day 1: Foundation

Install. Wire. Configure. Ship.

Wire the Channels

✈️

CEO direct line — always on

💬

Slack × 3

Role-based channels

🧠

Claude Opus 4.6

Primary reasoning model

🔍

Gemini

Subagent — verification & checking

⚡

Codex

Subagent — coding & implementation

// openclaw.json
{
  "channels": {
    "messaging": {
      "access": "restricted",
      "streaming": "enabled"
    },
    "collaboration": {
      "mode": "real-time",
      "channels": 3
    }
  }
}

02

Week 1: Memory & Identity

Teaching the agent who it is.

The ClawVault Memory System

QMD Files

Queryable Memory Documents. Structured knowledge the agent retrieves on demand — people, projects, decisions.

Active Projects

Living project state. Current priorities, blockers, progress — retained across every session.

SOUL.md

Personality, tone, analytical framing. The agent's character and identity.

Boot Sequence

6-step mandatory wake-up. Loads context, reads logs, resumes state. Every session.

65+ memory documents QMD queryable memory Wake/Sleep lifecycle

03

Week 2: The Dashboard Empire

3 dashboards. 5 data sources. 1 source of truth.

3-Tier Compass Platform

Homepage & OKR

Company-wide KPIs. Revenue, EBITDA, GM%, NPS.

Exec Compass

CEO-level financials. ML models trained on millions of historic data points for predictive forecasting and intelligence.

Delivery Dash

Team performance. Client health and satisfaction tracking.

All served from Supabase PostgreSQL. Zero hardcoded data in git.

26 Scripts. 5 Integrations.

CRM HRIS Spreadsheets NPS ATS

↓

26 Python Scripts

↓

PostgreSQL Database

↓

Homepage Exec Compass Delivery Dash

# Every script writes to one place
db.table("snapshots")
  .upsert({"key": id, "payload": data},
          on_conflict="key")

04

Week 3: Zero Trust Secrets

16 API keys. Zero plaintext. Ever.

From Plaintext to Encrypted

BEFORE ✕

API_KEY="sk-live-abc123..."
DB_PASSWORD="plaintext-pass..."
# 😬 sitting in .env files

AFTER ✓

# OpenClaw secrets manager
# All keys encrypted at rest
# Resolved at runtime only
# Zero plaintext anywhere ✓

OpenClaw's built-in secrets management handles all credentials
All 16+ secrets encrypted and resolved at runtime — never exposed
Zero plaintext on disk. Zero secrets in git. Ever.

05

Security Hardening

6 /10 → 10 /10

Full audit. Every layer hardened. Automated monitoring.

The Security Audit

✓Cryptographic session management — no plaintext auth
✓Network isolation — internal services never publicly exposed
✓Security headers enforced across all applications
✓AI sub-agent runs independent security verification
✓Automated security checks multiple times daily

06

Week 5: The Cron Orchestra

16 scheduled jobs. The agent never sleeps.

What the Agent Actually Does

Projects Shipped

Built 3 production dashboards, security hardening from 6/10 to 10/10, 26 data pipeline scripts, full secrets migration

Team Support

Answers data queries from leadership in Slack, runs live reports for VPs, surfaces anomalies before anyone asks

Daily Volume

50–100+ interactions per day across Telegram and Slack. Millions of tokens processed daily.

Always Running

16 scheduled jobs, 3 security checks, morning briefings, end-of-day routines — fully autonomous

The agent doesn't just answer questions — it operates.

07

Week 6: Multi-Channel Intelligence

3 Slack channels. 3 permission levels. 1 agent.

Role-Based Access

Tier 1 — Read Only

Senior leadership. Data queries only. No file modifications.

Tier 2 — Operator

Full access. Power users. Run scripts, spawn sub-agents, modify dashboards.

Tier 3 — Executive

Full access. CEO + direct reports. Planning authority. Persistent channel memory.

Each channel has its own system prompt, user allowlist, and tool permissions.

08

Task Intelligence

Plan mode. Complexity tiering. Think before you act.

Plan Mode & Complexity Tiering

Tier 1 — Quick

Simple lookups, status checks, quick answers. Execute immediately.

Tier 2 — Standard

Data pulls, report generation, multi-step analysis. Plan then execute.

Tier 3 — Complex

Dashboard builds, pipeline creation, system changes. Full plan mode — outline, confirm, execute.

Tier 4 — Critical

Security changes, infrastructure, production deployments. Plan mode mandatory. CEO approval required.

// Agent assesses every task
assess_complexity(task) {
  if (touches_production) → TIER_4
  if (multi_system) → TIER_3
  if (multi_step) → TIER_2
  else → TIER_1
}

The agent never assumes. It evaluates complexity, enters plan mode for anything non-trivial, and confirms before acting.

09

The End State

Claude Code. Direct terminal access. Full system control.

Claude Code — Direct Access

⌨️

Terminal Access

Plugged directly into the config environment. Run commands, manage processes, debug live.

📁

File System

Read, write, and modify files across the entire workspace. Full codebase awareness.

🔧

System Upgrades

Large-scale refactors, dependency upgrades, security hardening — handled autonomously.

🛡️

Complex Tasks

Multi-file changes, architecture decisions, production deployments — the hardest problems.

The final state: an AI operator with the same access as a senior engineer.

10

The Safety Net

Everything versioned. Everything backed up. Every night.

GitHub & Nightly Backups

📦

Private Repos

Every project, config, and dashboard in its own GitHub repository

🌙

Nightly Backup

Automated git commit and push every evening — configs, memory, logs

🔄

Version History

Full audit trail — roll back any change, any time

# Nightly backup — automated
for repo in $PROJECTS/*; do
  cd "$repo"
  git add -A
  git commit -m "backup: $(date)"
  git push origin main
done

# Memory + configs backed up separately
git add -A && git push

Nothing is ever lost. Every decision, every change, every configuration — preserved.

The Full Stack

CEO

Telegram Slack × 3 Cron × 16

🦞 OpenClaw Agent — Opus 4.6

Memory
65+ docs Database
28 tables Secrets
16 keys

Home Exec Delivery | CRM HRIS Sheets

By the Numbers

0

memory documents

0

scheduled jobs

0

live dashboards

0

plaintext secrets

0

data scripts

0

role-based channels

Serving 350 employees across UK and USA

Build Yours.

Start at openclaw.ai

🦞