Audit guardrail coverage — bypass vectors, false positive rates, policy gap analysis, red-team scenarios.
Infrastructure reconnaissance — inventory all cloud resources, map connections, flag risks. Use when asked to "inventory our infra", "what infrastructure do we have", "map our…
Translate a design brief — structured I-Lang or plain English — into a concrete DESIGN.md and optional HTML token preview.
Build a production-ready prompt package — system prompt, few-shot examples, output format, edge case handling, eval criteria.
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…
Use when a product brief is finalized and ready to hand off to the engineering team, or when asked to send a brief to Apex, kick off engineering work, or start development on a…
Database reconnaissance — full inventory of schema, migrations, data volume, backups, connection pooling, and query patterns.
Audit cloud infrastructure costs and produce a concrete optimization plan with specific changes and estimated savings.
Verify observability posture — audit monitoring coverage, find blind spots, prioritize gaps. Use when asked "is monitoring sufficient", "observability review", "are we covered",…
Product landscape reconnaissance — survey existing briefs, research, strategy, and team output before writing new briefs or dispatching specialists.
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…
Use when asked to analyze a funnel, find where users drop off, diagnose low conversion or activation rates, design a metrics framework, set up OKRs, or measure whether a feature…
Audit existing infrastructure for security issues, waste, and misconfigurations. Use when asked to "audit my infra", "check cloud setup", "infra review", "are we wasting money",…
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).
Design pricing strategy and packaging — tiers, value metrics, enterprise pricing, freemium design, and pricing page copy.
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",…
Design and execute a launch plan — Product Hunt, HN Show HN, newsletter coordination, social posts, and community launch moment.
Write a blog post or article — research the keyword, draft the post, and produce publish-ready content with SEO optimization.
Revenue & Sales engineer — B2B pipeline, deal strategy, pricing proposals, sales playbooks, and enterprise closing.
Product analyst — metrics architecture, funnel analysis, A/B test design, retention, and growth measurement.
B2B proposal generator — takes deal context (ICP, pain, pricing tier, timeline) and produces a complete proposal document with executive summary, problem statement, solution,…
Instrument a service with OpenTelemetry — RED metrics, structured logs, distributed tracing, and health checks. Outputs actual code and config, not a plan.
Produce a system design doc — components, data flow, decisions made, tradeoffs, failure modes. Not a list of options. An actual design with calls made.
Mobile engineer — native iOS/Android, cross-platform, app stores, mobile performance.
Use when asked about mobile UI guidelines, touch targets, platform-specific UI rules, or mobile interaction patterns.
PR and community reconnaissance — audit current press coverage, social presence, community health, and competitor PR.
Frontend reconnaissance — map the component tree, routing, state management, build config, and assess quality.
SEO strategy and keyword research — build topic clusters, keyword gap analysis, on-page audit, and prioritized SEO roadmap.
Cold outbound sequence builder — produces multi-touch email + LinkedIn sequences (5-7 touchpoints) personalized by persona type (technical buyer, economic buyer, champion).
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…
Optimize slow database queries — analyze execution plans, add indexes, rewrite queries. Use when asked about "slow query", "optimize SQL", "query performance", or "explain this…
Data quality and pipeline health check — freshness, schema drift, null rates, orphaned records, pipeline status.
Use when asked to select chart types for analytics dashboards, choose BI visualizations, or design data displays.
Design and build database schema — tables, columns, types, indexes, constraints, relationships. Given a domain description, output the schema and write the files.
Draft a GDPR-compliant privacy policy for the described product and data flows. Use when asked to "write a privacy policy", "draft a GDPR privacy notice", or "we need a cookie…
Build a reporting pipeline — scheduled reports with SQL queries, delivery via Slack or email, threshold alerts, and historical comparison.
Build production-ready Dockerfiles with multi-stage builds, security hardening, and docker-compose for local dev.
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…
Platform reconnaissance — inventory all developer tooling, environments, build systems, and developer workflows for project takeover.
Text and Mermaid wireframes — produce screen-level layouts with content hierarchy, component placement, and interaction annotations.
Generate negotiation playbook for a specific contract type. Use when asked to "build a negotiation playbook", "how do we negotiate this clause", or "what are our fallback…
Information architecture — design navigation structure, content hierarchy, sitemap, and taxonomy for a product or feature set.
OKR design — create objectives and key results with a North Star metric, input metrics tree, and cadence.
Run a user interview — produce an interview guide and synthesize the output into an actionable insight report.
Documentation reconnaissance for takeover — find all docs, assess accuracy, freshness, coverage, and discoverability, and identify critical knowledge gaps.
Draft compliance policies required by a framework (access control, incident response, data retention).
Competitive analysis ending in a clear positioning call — where to play, how to win. Use when asked to "analyze competitors", "competitive landscape", "how do we compare to X",…
Run a compliance gap analysis against SOC2, GDPR, HIPAA, or ISO 27001. Use when asked "are we SOC2 ready", "run a GDPR gap analysis", or "what is missing for ISO 27001".
Survey pending and required regulatory filings. Use when asked "what filings are due", "survey our regulatory filings", or "are we behind on filings".
Write an Architecture Decision Record — document what was decided, why, what alternatives were considered, and what trade-offs were accepted.
Build zero-downtime database migrations — forward SQL, rollback SQL, deployment sequence. Use when asked to "write migration", "schema change", "add column", "rename table", "drop…
Build a content calendar — editorial plan, publishing cadence, topic assignment, and distribution workflow.
Build E2E test specs for critical user journeys — Playwright or Cypress, page objects, setup/teardown, CI config.
Use when asked to audit UI for visual quality, check design consistency, review brand alignment, evaluate design system compliance, or find visual issues before a launch.
A/B test design — produce an experiment spec with hypothesis, primary metric, MDE, sample size, run time, and decision rule.
Retention diagnosis + intervention plan — analyze the retention curve, identify the primary drop-off point, and produce a specific intervention plan with expected impact.
Growth state reconnaissance — scan existing onboarding flows, acquisition channels, conversion funnels, and growth experiment logs to understand current growth state.
Use when asked to design an email template, newsletter, drip campaign email, transactional email, or any HTML email asset.
UI and UX reconnaissance — scan existing frontend routes, components, navigation, and flows to understand the current UX state before designing.
Growth engineer — acquisition channels, activation funnels, retention playbooks, and PLG strategy.