Run a user interview — produce an interview guide and synthesize the output into an actionable insight report.
Legal research on a specific question — case law, statutes, regulatory guidance. Use when asked to "research this legal question", "what does case law say", or "find the relevant…
Landing page and marketing copy — write hero section, problem/solution blocks, proof points, and CTAs.
Usability review — evaluate an existing flow or UI against usability heuristics, flag friction points, and recommend fixes.
Set up local development environments — devcontainers, Docker Compose, one-command setup, dev/prod parity.
Mobile reconnaissance — understand the app's tech stack, architecture, dependencies, and health for takeover.
Write sales playbooks — outbound sequences, discovery call guides, objection handling scripts, and demo frameworks.
PLG motion design — free tier definition, activation sequence, expansion trigger points, viral mechanic assessment.
Use when asked to design a pitch deck, presentation, or slide set. Examples: "design a pitch deck", "create a sales deck", "make a conference presentation", "build an investor…
Produce a mobile feature spec — user story, technical approach, component breakdown, platform-specific considerations, edge cases.
Deep clause-by-clause analysis of a contract with risk scores. Use when asked to "analyze this contract clause by clause", "score the risk in this agreement", or "what is…
Marketing and messaging reconnaissance — read existing landing pages, copy, positioning docs, and marketing materials to understand the current messaging state.
Automated SAST + dependency vulnerability scan. Runs Semgrep (code vulnerabilities) and pip-audit (CVE-matched dependencies) and writes a structured JSON 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.
Build a full CI/CD pipeline from scratch. Use when asked to "set up CI/CD", "create pipeline", or "automate deploys".
Design and build networking infrastructure — VPCs, subnets, DNS, load balancers, firewall rules. Use when asked to "set up networking", "VPC design", "configure DNS", "load…
Analytics reconnaissance — scan existing event tracking, metric definitions, dashboards, and analytics configuration to understand what is currently being measured.
Frontend audit — bundle size, dependencies, accessibility, performance, component quality. Use when asked for "frontend review", "performance audit", "accessibility check", or…
Set up mobile release pipeline — Fastlane, code signing, CI, beta distribution, versioning. Use when asked about "app store setup", "release pipeline", "fastlane", "beta…
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.
Quarterly Business Review template generator — takes account info (ARR tier, adoption metrics, goals) and produces a complete QBR deck outline and talking points.
Set up a complete deployment configuration — Dockerfile, deployment manifest, environment config, and rollback procedure.
Build API test suites — endpoint testing, contract testing, load testing for REST/GraphQL/gRPC APIs. Use when asked to "test this API", "API tests", "endpoint testing", "contract…
System takeover — take ownership of an existing codebase or inherited system. Use when "we acquired this", "previous team left", "take over this system", "inherited this codebase".
Use when asked to structure a landing page, design page layout for conversion, or plan landing page information architecture.
Produce a complete positioning document using the Dunford framework — competitive alternatives, unique attributes, value, best-fit customer, market category, positioning…
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…
Build a new production-ready service from scratch — config management, health checks, graceful shutdown, structured logging.
Build production-grade infrastructure as code for a service or project. Use when asked to "set up infra", "provision infrastructure", "create cloud resources", "IaC for this…
Audit existing serverless functions — find misconfigurations, cold start issues, and cost inefficiencies.
Render agent findings as a styled HTML report in the browser. Use when asked for "full report", "detailed report", "show in browser", or when CLI output exceeds the 40-line budget.
Strategic context reconnaissance — read existing roadmaps, OKRs, competitive docs, and briefs to establish context before planning.
Map the full CI/CD pipeline — triggers, build, test, deploy flow — with risk assessment. Use when asked "how does this deploy", "map the pipeline", or "understand CI/CD".
Produce a hardening spec and implement it — auth patterns, security headers, rate limiting, input validation, secrets management, dependency hygiene.
Review and redline a contract — flag risk, missing clauses, one-sided terms. Use when asked to "review this contract", "redline this agreement", or "is this contract risky".
Churn risk identification and intervention — scans health signals for at-risk accounts, classifies risk level (CRITICAL/HIGH/MEDIUM), and produces an intervention sequence per…
Produce a complete metrics definition doc — metric name, formula, data source, segmentation, SQL or event tracking spec, and what good/bad looks like.
End-to-end ship workflow — merge base, run tests, review diff, bump version, commit, push, create PR.
Design and implement an AI feature integration — model selection, architecture pattern, system prompt, data flow, error handling, cost estimate.
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.
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…
Social media strategy and post drafting — HN posts, Twitter/X threads, LinkedIn posts, Reddit comments, and developer community content.
Customer segmentation model builder — tiers customers by ARR, health, and expansion potential; defines CS motion per tier; maps resource allocation.
Survey existing contracts for common clause patterns and risks. Use when asked "what clause patterns do our contracts use", "survey contract risk", or "find common terms across…
Implement a complete UI screen or feature from a Form visual spec. Use when asked to "build a page", "implement this screen", "build the frontend for this feature", or "create…
Use when asked to implement a chart, select a visualization type, or build a data display component. Examples: "implement chart for time series", "best visualization for…
Mobile audit — app size, startup time, crash reporting, store compliance, accessibility, offline behavior.
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",…
Survey the project's existing contracts and policy docs. Use when asked "what contracts do we have", "survey our policy docs", or "inventory our agreements".
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…
Revenue reconnaissance — audit current sales pipeline, deal patterns, ICP definition, and revenue motion to understand what's working and where the constraint is.
Customer success reconnaissance — audit current onboarding completion, health signals, NRR, churn patterns, and CS motion.
Use when asked to generate a color palette, create industry-matched colors, or pick colors for a product type.
Platform engineer — developer experience, golden paths, service catalogs, and local dev environments.
Produce a complete firmware architecture spec for a described device — layer diagram, module responsibilities, HAL interface definitions, key state machines, RTOS decision.
Plan and scope a project — discovery, challenge assumptions, present S/M/L options with token and cost estimates.
Strategic narrative — write a standalone strategy memo that frames product direction, bets, and rationale for a planning horizon.
Use when asked about UX patterns, interaction best practices, form design, navigation patterns, or loading states.
Audit test suite health — find flaky tests, slow tests, coverage gaps, and testing anti-patterns. Use when asked to "audit tests", "fix flaky tests", "why are tests slow", "test…
Write customer case studies and success stories — interview guide, story structure, and publish-ready case study with metrics.