Productivity & Automation for Claude Code

Backend reconnaissance — map all routes, middleware, models, dependencies, auth, and assess code quality for project takeover. Use when asked to "understand this backend", "map the API", or "assess code quality".

Growth engineer — acquisition channels, activation funnels, retention playbooks, and PLG strategy

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Growth experiment design — structure a growth hypothesis, define metric, baseline, expected lift, and kill condition for a single experiment. Use when asked to "design a growth experiment", "test this growth idea", "experiment framework", "how do we test if this works", or "growth hypothesis".

PLG motion design — free tier definition, activation sequence, expansion trigger points, viral mechanic assessment. Given a product, output the PLG architecture and make the calls. Use when asked to "PLG strategy", "freemium model", "product-led growth plan", "self-serve motion", "how do we add a free tier", "upgrade triggers", or "viral loop design".

Retention diagnosis + intervention plan — analyze the retention curve, identify the primary drop-off point, and produce a specific intervention plan with expected impact. Use when asked to "improve retention", "why are users churning", "build a retention playbook", "reduce churn", "win-back campaign", or "users aren't coming back".

AI Operations Team — Token: Context window optimization, token counting, truncation strategies, and chunking patterns for LLM efficiency.

Design token budgets — system/user/assistant allocation, overflow handling, context compression.

Audit token usage patterns — avg context size, waste, truncation frequency, budget adherence.

Engineering + Product team — 23 agents, 2 teams. All agents and skills in one install.

First-run onboarding tour — guided walkthrough of tonone's 23 agents, key skills, and worktree sessions. Two paths: expert (~90 sec) and newcomer (~8 min). Use when asked "how do I use tonone", "what can tonone do", "show me around", or "first steps".

Set up mobile release pipeline — Fastlane, code signing, CI, beta distribution, versioning. Use when asked about "app store setup", "release pipeline", "fastlane", "beta distribution", or "signing".

Instrument LLM calls with tracing — span structure, token counts, latency, model metadata.

Observability & reliability engineer — monitoring, alerting, SRE, incident response, SLOs

Write SLO-based alert rules with burn rate thresholds and paired runbooks. Outputs actual alert configs, not a strategy doc. Use when asked to "set up alerts", "create runbooks", "define SLOs", or "alerting strategy".

Instrument a service with OpenTelemetry — RED metrics, structured logs, distributed tracing, and health checks. Outputs actual code and config, not a plan. Use when asked to "add monitoring", "instrument this", "add logging", "set up tracing", or "observability".

Observability reconnaissance — inventory what monitoring exists, map coverage, highlight blind spots. Use when asked "what monitoring exists", "observability assessment", or "what can we see".

CLI tools for processing YouTube videos, Zoom recordings, and newsletters

Scored SEO audits for developers/marketers using AI agents: technical health, JSON-LD, E-E-A-T, backlinks, GEO (AI Overviews, ChatGPT, Perplexity). 35 scripts; HTML/Excel/PDF. Default capped crawl scope; --crawl-deep for multi-page broken links + canonical. Optional MCP (Firecrawl, DataForSEO). Parallel workers: agents/PARALLEL-AUDIT.md. Modes: Audit → Plan → Execute.

18 AI marketing skills for technical marketers and founders: competitor research, keyword analysis, SEO audits, ad creative, content strategy, conversion optimization, community discovery, influencer discovery, and more

2-skill audit pipeline: workflow-audit + plan

App growth and revenue skills for early subscription revenue, ASO, acquisition, paywalls, pricing, and churn learning.

Core Capacitor skills for best practices, plugin selection, and MCP automation.

Capacitor deployment skills for CI/CD, App Store publishing, Play Store publishing, and Apple review preflight checks.

Capgo cloud skills for CLI usage, live updates, hosted native builds, release management, and organization workflows.

Transform academic PDFs into structured literature notes and critical-thinking canvases for Obsidian. Extracts PDFs, generates structured notes with Claude, and creates 9-node critical-thinking canvases.

Skill authoring workflow for creating and validating new agent skills.

Complete HubSpot CRM administration toolkit — audit, clean, enrich, segment, automate, and maintain your database

Local product-structure compiler, compact UI/UX brain, and quality gate for your coding agent: a prompt becomes the right archetype, selected design system, runnable build-verified starter, and reviewed result.

Spawn and control interactive terminal displays (calendars, documents, flights) with real-time IPC communication

Make your AI agent code with your project's architecture, rules, and decisions. Git-native context (folder conventions, ADRs, team standards) so new code lands in the right place and decisions persist across sessions and agents.

Manage Apple Mail through natural language - read, search, send, and organize emails (macOS only)

The /new-dcode-agent skill: scaffold a Deep Agents agent or a dcode CLI agent from one command.

Complete Geotab fleet management development skills — Python API, MyGeotab Add-Ins, Zenith styling, Ace AI queries, MotherDuck data-warehouse replication, n8n automation, and MCP server building

Prefect workflow orchestration - read-only MCP server for diagnostics, CLI skill for mutations

v3.0 — THE BRAIN. 25 callable slash commands (recommend, init, stats, discover, frame, audit, critique, a11y, copy, motion, polish, design, system, dashboard, component, fix, case-study, next, expert, research, workshop, lint, evolve, image-to-code, mcp), 5 specialized sub-agents, 18 MCP tools, Python-backed 7-axis synthesizer with triple-mode dispatch (strict_brand / brand_anchor / pure_synthesis), 12 queryable JSON manifests (1,243 entries total), 152-rule deterministic anti-AI-slop linter wit

BMAD methodology skills - configurable pipeline for story delivery

Analyze and reduce Claude Code token overhead