Use when asked about mobile UI guidelines, touch targets, platform-specific UI rules, or mobile interaction patterns.
Power management audit — analyze sleep modes, wake sources, power state machines, radio duty cycles, and battery life estimates.
Design expansion revenue playbooks — upsell triggers, seat expansion sequences, tier upgrade paths, and cross-sell motions.
Analytics reconnaissance — scan existing event tracking, metric definitions, dashboards, and analytics configuration to understand what is currently being measured.
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…
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 generate a color palette, create industry-matched colors, or pick colors for a product type.
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",…
Write a blog post or article — research the keyword, draft the post, and produce publish-ready content with SEO optimization.
Database reconnaissance — full inventory of schema, migrations, data volume, backups, connection pooling, and query patterns.
Growth experiment design — structure a growth hypothesis, define metric, baseline, expected lift, and kill condition for a single experiment.
Strategic narrative — write a standalone strategy memo that frames product direction, bets, and rationale for a planning horizon.
Cross-cutting review of recent work — catches gaps between specialists. Use when asked to "review what we built", "check the work", "pre-launch review", or after completing a…
Build a product roadmap with sequenced bets and explicit tradeoffs. Use when asked to "build a roadmap", "prioritize the backlog strategically", "what do we build next quarter",…
Backend reconnaissance — map all routes, middleware, models, dependencies, auth, and assess code quality for project takeover.
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…
Instrument a service with OpenTelemetry — RED metrics, structured logs, distributed tracing, and health checks. Outputs actual code and config, not a plan.
Retention diagnosis + intervention plan — analyze the retention curve, identify the primary drop-off point, and produce a specific intervention plan with expected impact.
Documentation reconnaissance for takeover — find all docs, assess accuracy, freshness, coverage, and discoverability, and identify critical knowledge gaps.
Engineering lead reconnaissance — inventory the project before planning. Use when asked to "understand this project", "orient me on this codebase", "what's the state of the repo",…
Product marketer — positioning, messaging, value prop, GTM strategy, and launch copy.
Growth engineer — acquisition channels, activation funnels, retention playbooks, and PLG strategy.
Produce a hardening spec and implement it — auth patterns, security headers, rate limiting, input validation, secrets management, dependency hygiene.
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".
Write SLO-based alert rules with burn rate thresholds and paired runbooks. Outputs actual alert configs, not a strategy doc.
Write media pitches and press releases — journalist outreach emails, podcast pitch scripts, newsletter sponsor pitches, and press release copy.
Use when asked to structure a landing page, design page layout for conversion, or plan landing page information architecture.
Design and spec an API — endpoints, request/response shapes, error codes, auth pattern, pagination. Applies Stripe's consistency principles.
Audit cloud infrastructure costs and produce a concrete optimization plan with specific changes and estimated savings.
Produce a complete mobile app architecture design — platform choice, navigation structure, state management, data layer, key screens.
Set up a complete deployment configuration — Dockerfile, deployment manifest, environment config, and rollback procedure.
Product analyst — metrics architecture, funnel analysis, A/B test design, retention, and growth measurement.
Use when asked to design growth-optimized landing pages, activation funnel layouts, or experiment-friendly page structures.
Instrumentation plan — design event taxonomy, property schema, and tracking plan for analytics tools.
Use when asked to create a logo, design a brand mark, generate a logo concept, or produce any logo asset.
Produce a test strategy for a project or feature — risk map, test type decisions, coverage targets, CI config.
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.
Usability review — evaluate an existing flow or UI against usability heuristics, flag friction points, and recommend fixes.
Infrastructure reconnaissance — inventory all cloud resources, map connections, flag risks. Use when asked to "inventory our infra", "what infrastructure do we have", "map our…
Build production-ready Dockerfiles with multi-stage builds, security hardening, and docker-compose for local dev.
Implement a reusable, accessible, typed component from a design spec. Use when asked to "create a component", "build a widget", "implement this design", or "reusable UI element".
API and backend code review — REST conventions, auth, validation, error handling, pagination, rate limiting, test coverage.
Design pricing strategy and packaging — tiers, value metrics, enterprise pricing, freemium design, and pricing page copy.
SEO strategy and keyword research — build topic clusters, keyword gap analysis, on-page audit, and prioritized SEO roadmap.
PLG motion design — free tier definition, activation sequence, expansion trigger points, viral mechanic assessment.
Run a user interview — produce an interview guide and synthesize the output into an actionable insight report.
Generate onboarding documentation — what this project does, how to set up locally, where things live, key decisions, how to deploy. Written for day-one engineers who know nothing.
Full security audit — secrets, dependencies, IAM, auth, injection, XSS, HTTPS, rate limiting, public storage.
Build a new production-ready service from scratch — config management, health checks, graceful shutdown, structured logging.
Use when asked to design social media graphics, ad creatives, or marketing assets. Examples: "design a LinkedIn post for our launch", "create ad creatives for our campaign", "make…
Produce a mobile feature spec — user story, technical approach, component breakdown, platform-specific considerations, edge cases.
Messaging framework — produce a full headline, subheadline, proof points, and CTA hierarchy for use across all surfaces.
Platform reconnaissance — inventory all developer tooling, environments, build systems, and developer workflows for project takeover.
Close a specific deal — diagnose why a deal is stalling, write a tailored proposal, design the closing sequence, or navigate procurement.
Social media strategy and post drafting — HN posts, Twitter/X threads, LinkedIn posts, Reddit comments, and developer community content.
Map the system architecture — read the codebase, identify services and connections, output a C4-level architecture map as Mermaid diagrams with component descriptions.
Generate a polished HTML presentation page and Obsidian Canvas for big releases — new products, takeovers, major migrations. Non-technical audience.
UI and UX reconnaissance — scan existing frontend routes, components, navigation, and flows to understand the current UX state before designing.
Content marketing reconnaissance — audit current content, SEO health, competitor content gaps, and content distribution.
Produce a system design doc — components, data flow, decisions made, tradeoffs, failure modes. Not a list of options. An actual design with calls made.