smb-starter-kit

Stand up a secure, empty BigQuery data lake on GCP — layered datasets, least-privilege service accounts, Workload Identity (no downloadable keys), read-only authorized views, audit logging, and a budget alert. Agent-guided or Terraform. You connect your own data sources afterward — on purpose.

Set up and configure cloud secrets management for your AI agent. Guides users through platform selection (GCP, AWS, Azure, 1Password, Doppler, HashiCorp Vault), account setup, CLI configuration, and secure credential storage.

Audit and maintain a data semantic layer for AI agents. Scans BigQuery datasets, GCP APIs, secrets, and service accounts to keep your data catalog current.

Email management for small businesses. Daily triage, vendor communication, customer replies, templates, and inbox automation. Built on the gws CLI.

Slack team messaging for small businesses. Send messages, manage channels, post automated updates, run daily standups, and coordinate your team. Includes SMB channel structure and team communication best practices.

Create, query, audit, and optimize Google Ads campaigns via the Google Ads API (Python SDK). Use for campaign management, performance analysis, keyword optimization, and ad creation.

Automated daily digest for small business owners. Combines email triage, calendar agenda, open tasks, and business KPIs into a single morning briefing. Composable — works with whatever data sources are available. Urgent emails require body inspection and explicit escalation signals — never classified from sender/timing metadata alone.

Weekly revenue / sales forecasting for small businesses with multiple locations or product lines. Blends recent trend + seasonal baseline + YoY growth with per-entity holiday multipliers and week-of-month adjustments. Ships autoresearch-compatible eval and parameters so you can tune it on your own historical data.

Convert a planning doc or spec into a phase-based task structure for autonomous multi-session execution. Asks whether the agent should run in orchestrator mode (self-verifies and continues across phase boundaries) or phase-checkpoint mode (stops at each phase for human verification), then generates the right claude-prompt.md and claude-task.json. Built on the patterns from Anthropic's effective-harnesses-for-long-running-agents engineering blog.

Autonomous iterative improvement for any measurable system. A three-agent loop (researcher, critic, meta-reviewer) with holdout validation, coverage-driven exploration, and metacognitive self-modification. Extends Karpathy's autoresearch with generator/verifier separation and ideas from the HyperAgents paper.

Analyze email, calendar, and file patterns to discover repeatable workflows that AI agents can automate.

Calendar management for small businesses. Schedule meetings, check availability, prep for meetings, manage staff schedules, and coordinate with customers. Built on the gws CLI.

Look up Slack users by name with fuzzy matching. Caches discoveries for instant future lookups.

Document creation and management for small businesses. SOPs, proposals, contracts, meeting notes, and templates. Built on the gws CLI.

File management for small businesses. Organize invoices, contracts, SOPs, product photos, and team documents. Search, upload, share, and manage permissions. Built on the gws CLI.

Spreadsheet operations for small businesses. Sales tracking, inventory management, expense reports, simple dashboards, and data import/export. Built on the gws CLI.

Task management for small businesses. Daily to-dos, project tracking, meeting action items, and team checklists. Built on the gws CLI.

Create a complete, agency-grade brand identity system from scratch. Generates 18 production-ready deliverables covering brand strategy, logo system, color system (WCAG accessible), typography, art direction, iconography, patterns, motion/animation, brand applications, social templates, email templates (production HTML), grid/layout, UI component design system (with TSX), brand governance, brand architecture, W3C design tokens (CSS/Tailwind/Figma/iOS Swift/Android XML exports), SVG vector logos, and a printable HTML brand guide with Figma setup instructions. Also generates 19+ visual assets via AI image generation and 14 SVG vector files.

Generate Meta/Facebook ad creative concepts using a 3x3x3 Creative Multiplication framework (3 messaging angles x 3 formats x 3 funnel stages = 27 unique concepts). Produces structured briefs with copy, format specs, and targeting. Optionally generates draft image and video assets.

AI image generation, editing, and web-asset rendering using Google Gemini models. Supports text-to-image, image editing, background removal for transparent PNGs, region-targeted inpainting, and a multi-pass pipeline for producing web-ready assets.

Generate and iteratively refine USPTO-style patent figure drawings from provisional patent application markdown files, using nano-banana for v1 generation and targeted single-fix edits for v2+ iteration.

Set up the gws CLI to give your agent access to Gmail, Calendar, Drive, Sheets, Docs, Chat, Tasks, and every Google Workspace API. Foundation skill that enables all Google-powered communication, business ops, and automation skills.

Educational guide to MCP (Model Context Protocol) — what it is, when you need it, when you don't, and how to build your own. Helps agents and humans understand when an MCP server adds value vs when a CLI + skill is enough.

Google Chat messaging for small business teams. Send messages, post automated updates, manage spaces, run daily standups, and coordinate your team. Built on the gws CLI.