Use when asked to improve activation, map the growth funnel, identify growth levers, design a referral program, build a retention playbook, develop a PLG strategy, or find where…
OKR design — create objectives and key results with a North Star metric, input metrics tree, and cadence.
Translate a design brief — structured I-Lang or plain English — into a concrete DESIGN.md and optional HTML token preview.
Build a content calendar — editorial plan, publishing cadence, topic assignment, and distribution workflow.
Text and Mermaid wireframes — produce screen-level layouts with content hierarchy, component placement, and interaction annotations.
Design or audit B2B sales pipeline — define stage names, entry/exit criteria, qualification standards, and CRM field requirements.
Design pricing strategy and packaging — tiers, value metrics, enterprise pricing, freemium design, and pricing page copy.
Write churn prevention and win-back playbooks — risk intervention sequences, save conversation guides, and win-back email campaigns.
Jobs-to-Be-Done analysis — given a product, user descriptions, transcripts, or tickets, produce a JTBD job map with switching forces analysis and opportunity ranking.
Developer relations playbook builder — produces a DevRel program design covering community platform, contributor program tiers, ambassador criteria, event strategy, and success…
Theory-backed design audit — names the principle violated, cites the source, shows the fix. Use when asked to "evaluate design quality", "check if this follows design principles",…
Build a reporting pipeline — scheduled reports with SQL queries, delivery via Slack or email, threshold alerts, and historical comparison.
Audit guardrail coverage — bypass vectors, false positive rates, policy gap analysis, red-team scenarios.
Data quality and pipeline health check — freshness, schema drift, null rates, orphaned records, pipeline status.
Content brief generator — takes a topic or keyword and produces a complete content brief with target keyword, search intent, recommended structure, internal link targets, word…
Evaluate model performance — check for accuracy drops, data drift, and error patterns. Use when asked about "model accuracy dropped", "evaluate the model", "check for drift", or…
Audit existing serverless functions — find misconfigurations, cold start issues, and cost inefficiencies.
Observability reconnaissance — inventory what monitoring exists, map coverage, highlight blind spots.
Set up mobile release pipeline — Fastlane, code signing, CI, beta distribution, versioning. Use when asked about "app store setup", "release pipeline", "fastlane", "beta…
Use when asked to write a product brief, turn a feature idea into a spec, define requirements for something to build, or clarify what a product should do and why.
API and backend code review — REST conventions, auth, validation, error handling, pagination, rate limiting, test coverage.
Backend reconnaissance — map all routes, middleware, models, dependencies, auth, and assess code quality for project takeover.
Design QA audit — red flags, severity classification, visual quality scorecard. Use when asked to "QA the design", "check visual quality", "design review before launch", "visual…
Social media strategy and post drafting — HN posts, Twitter/X threads, LinkedIn posts, Reddit comments, and developer community content.
Content distribution plan — takes a completed piece and produces a channel-by-channel plan covering HN, Reddit, LinkedIn, newsletter, and Twitter/X, with timing, per-channel…
Audit an existing CI/CD pipeline for slowness, security issues, and reliability gaps. Use when asked to "audit pipeline", "why is CI slow", "pipeline review", or "deployment…
Design a consumer-driven contract testing setup — Pact configuration and CI integration.
Landing page and marketing copy — write hero section, problem/solution blocks, proof points, and CTAs.
Use when asked to select chart types for analytics dashboards, choose BI visualizations, or design data displays.
Build a device driver or protocol handler — I2C sensors, BLE services, MQTT clients, SPI peripherals with interrupt-driven I/O and clean HAL abstraction.
Platform engineer — developer experience, golden paths, service catalogs, and local dev environments.
Use when asked to design an email template, newsletter, drip campaign email, transactional email, or any HTML email asset.
Incident response — diagnose production issues, find root cause, propose fix with rollback. Use when asked about "something is broken", "production issue", "why is this down",…
Write sales playbooks — outbound sequences, discovery call guides, objection handling scripts, and demo frameworks.
Maintain per-repo and cross-repo changelogs — append structured entries after agent work. Use when asked to "log this change", "update changelog", "what changed", "change history".
UI and UX reconnaissance — scan existing frontend routes, components, navigation, and flows to understand the current UX state before designing.
Build zero-downtime database migrations — forward SQL, rollback SQL, deployment sequence. Use when asked to "write migration", "schema change", "add column", "rename table", "drop…
Set up local development environments — devcontainers, Docker Compose, one-command setup, dev/prod parity.
Produce a mobile feature spec — user story, technical approach, component breakdown, platform-specific considerations, edge cases.
Build IAM from scratch — roles, policies, service accounts with least privilege. Use when asked to "set up IAM", "create roles", "service accounts", or "access control".
Feedback synthesis — cluster support tickets, NPS verbatims, app store reviews, and churn surveys by theme, separate signal from noise, and produce an actionable insight report.
Build a service catalog — schema, starter entries, and governance model. Produces what information to capture per service, how it's maintained, and where it lives.
Hacker News post crafter — given a product, feature, or story produces a ready-to-post HN submission (title ≤80 chars, no marketing), honest body text with technical depth, no…
Topic cluster architecture builder — takes a core topic and maps the full cluster with 1 pillar page, 6-10 supporting posts, internal linking map, keyword targets, and estimated…
Design and spec an analytical dashboard — define the question each chart answers, write the SQL queries, spec the layout and refresh cadence.
Strategic narrative — write a standalone strategy memo that frames product direction, bets, and rationale for a planning horizon.
Scope arbitration — resolve disagreements between product and engineering on what is in or out of scope, with a decision log and escalation path.
Marketing and messaging reconnaissance — read existing landing pages, copy, positioning docs, and marketing materials to understand the current messaging state.
Build a new production-ready service from scratch — config management, health checks, graceful shutdown, structured logging.
Find and fix performance bottlenecks — N+1 queries, missing indexes, sync bottlenecks, caching gaps. Use when asked "why is this slow", "performance issue", "optimize this…
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).
Power management audit — analyze sleep modes, wake sources, power state machines, radio duty cycles, and battery life estimates.
Revenue & Sales engineer — B2B pipeline, deal strategy, pricing proposals, sales playbooks, and enterprise closing.
Information architecture — design navigation structure, content hierarchy, sitemap, and taxonomy for a product or feature set.
Use when asked to structure a landing page for positioning, plan a conversion-optimized page layout, or design a launch page.
Use when asked to create a brand identity, define visual design direction, generate a color palette or type system, build a style guide, or establish the look and feel for a…
Build an internal dashboard with data tables, filters, detail views, and CRUD. Use when asked to build an "admin panel", "internal dashboard", "back office", or "data dashboard…
Cold outbound sequence builder — produces multi-touch email + LinkedIn sequences (5-7 touchpoints) personalized by persona type (technical buyer, economic buyer, champion).
Use when asked to build a product roadmap, prioritize a backlog, decide what to build next, or sequence a list of feature ideas.
Use when asked to structure a landing page, design page layout for conversion, or plan landing page information architecture.