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".
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…
Quarterly Business Review template generator — takes account info (ARR tier, adoption metrics, goals) and produces a complete QBR deck outline and talking points.
Design and build database schema — tables, columns, types, indexes, constraints, relationships. Given a domain description, output the schema and write the files.
Audit developer experience — measure onboarding time, build speed, deployment friction, and developer satisfaction.
Use when asked to select a UI style, choose a design direction, pick a visual approach for a product, or match a style to an industry.
Run a user interview — produce an interview guide and synthesize the output into an actionable insight report.
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…
Write media pitches and press releases — journalist outreach emails, podcast pitch scripts, newsletter sponsor pitches, and press release copy.
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.
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.
Use when asked to design a UI component, specify a button, input, card, modal, badge, or any interactive element.
Automated SAST + dependency vulnerability scan. Runs Semgrep (code vulnerabilities) and pip-audit (CVE-matched dependencies) and writes a structured JSON report.
Testing reconnaissance — inventory all tests, frameworks, coverage, CI integration, and assess testing maturity for project takeover.
Use when asked for framework-specific best practices, implementation guidelines for React/Vue/Svelte/Next.js, or stack-specific patterns.
Map the system architecture — read the codebase, identify services and connections, output a C4-level architecture map as Mermaid diagrams with component descriptions.
Customer segmentation model builder — tiers customers by ARR, health, and expansion potential; defines CS motion per tier; maps resource allocation.
Build a data pipeline — ETL/ELT with extraction, transformation, loading, error handling, and scheduling.
Metrics architecture — produce a complete metrics plan given a product description. North Star, input metrics tree, instrumentation spec, action triggers, and counter-metrics.
Use when asked to create a logo, design a brand mark, generate a logo concept, or produce any logo asset.
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 generate a color palette, create industry-matched colors, or pick colors for a product type.
Customer success reconnaissance — audit current onboarding completion, health signals, NRR, churn patterns, and CS motion.
ML reconnaissance — inventory all models, pipelines, data sources, and monitoring. Use when asked "what ML do we have", "model inventory", or "ML assessment".
End-to-end ship workflow — merge base, run tests, review diff, bump version, commit, push, create PR.
Design a customer health scoring model — define signals, weights, thresholds, and action triggers. Use when asked to "build health scoring", "how do we predict churn", "what…
Revenue reconnaissance — audit current sales pipeline, deal patterns, ICP definition, and revenue motion to understand what's working and where the constraint is.
Use when asked to define a design token system, create tokens, document tokens, set up CSS custom properties, build a Tailwind token config, establish a spacing scale, define…
Usability review — evaluate an existing flow or UI against usability heuristics, flag friction points, and recommend fixes.
Produce an actual launch plan with announcement copy, channel sequence, and day-1 checklist. Use when asked to "plan a launch", "GTM strategy", "how do we announce this", "launch…
Produce a hardening spec and implement it — auth patterns, security headers, rate limiting, input validation, secrets management, dependency hygiene.
A/B test design — produce an experiment spec with hypothesis, primary metric, MDE, sample size, run time, and decision rule.
Analytics reconnaissance — scan existing event tracking, metric definitions, dashboards, and analytics configuration to understand what is currently being measured.
Write customer case studies and success stories — interview guide, story structure, and publish-ready case study with metrics.
Generate a polished HTML presentation page and Obsidian Canvas for big releases — new products, takeovers, major migrations. Non-technical audience.
User segmentation and persona creation from mixed data sources — analytics, CRM, support tickets, reviews, or any combination.
Draft or review legal ops documents — NDA, MSA, SaaS agreement review checklist, vendor contract terms.
Frontend audit — bundle size, dependencies, accessibility, performance, component quality. Use when asked for "frontend review", "performance audit", "accessibility check", or…
Frontend reconnaissance — map the component tree, routing, state management, build config, and assess quality.
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…
Customer Success engineer — onboarding optimization, health scoring, expansion revenue, churn prevention, and NRR growth.
Use when asked to design a landing page, marketing website, or any web presence intended to convert or inform.
Optimize customer onboarding — map the activation sequence, identify drop-off points, design the aha moment, and produce the onboarding email sequence.
Full security audit — secrets, dependencies, IAM, auth, injection, XSS, HTTPS, rate limiting, public storage.
Churn risk identification and intervention — scans health signals for at-risk accounts, classifies risk level (CRITICAL/HIGH/MEDIUM), and produces an intervention sequence per…
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…
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 a pitch deck, presentation, or slide set. Examples: "design a pitch deck", "create a sales deck", "make a conference presentation", "build an investor…
Retention diagnosis + intervention plan — analyze the retention curve, identify the primary drop-off point, and produce a specific intervention plan with expected impact.
Audit the developer onboarding experience — measure TTFC and find friction points.
Product landscape reconnaissance — survey existing briefs, research, strategy, and team output before writing new briefs or dispatching specialists.
Optimize slow database queries — analyze execution plans, add indexes, rewrite queries. Use when asked about "slow query", "optimize SQL", "query performance", or "explain this…
Produce a complete mobile app architecture design — platform choice, navigation structure, state management, data layer, key screens.
PR and community reconnaissance — audit current press coverage, social presence, community health, and competitor PR.
Verify observability posture — audit monitoring coverage, find blind spots, prioritize gaps. Use when asked "is monitoring sufficient", "observability review", "are we covered",…
User research reconnaissance — survey existing personas, research docs, interview notes, and feedback artifacts to establish what is already known about users.
Backend engineer — APIs, system design, performance, distributed systems, and service scaffolding.
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".
Security reconnaissance — full inventory of secrets management, IAM, dependencies, auth, encryption, audit logging, and compliance gaps.
Documentation reconnaissance for takeover — find all docs, assess accuracy, freshness, coverage, and discoverability, and identify critical knowledge gaps.