When to activate: PRD, product requirements document, feature spec, functional spec, requirements writing, acceptance criteria, edge cases
Write PRD — Product Requirements Documents with structured 8-section templates, user stories, acceptance criteria, and value proposition…
Break a PRD into independently-deliverable work items (vertical slices / tracer bullets) and create them in Azure DevOps, GitHub Issues…
Deconstructs PRDs and product requirement documents into verifiable vertical-slice GitHub implementation issues for engineering teams.
When the user has a customer conversation coming up and needs to walk in prepared.
Pre-commit review: security scan, quality gates, auto-fix.
Run browser-based web tests against websites using Actionbook CLI.
Pre-mortem risk analysis expert that classifies risks as Tigers, Paper Tigers, and Elephants to surface launch-blocking issues before they…
Use when reviewing a branch, commit, working tree, or PR-ready diff before opening or updating a pull request; when asked for pre-PR…
Nuclear-grade 16-agent pre-publish release gate.
Enforces a mandatory 9-item context-loading checklist before writing sessions to prevent AI focus degradation in long-form projects.
Precedent lookup before deciding. Greps prior rulings — the verdicts ledger, decision stores, the adjudicated escalation queue — for…
Comprehensive patient stratification for precision medicine by integrating genomic, clinical, and therapeutic data.
Research prediction markets as data sources or oracle signals for products, agents, dashboards, and corporate decision intelligence.
Review prediction-market, basket, oracle, and trading-agent workflows for compliance, safety, data-quality, privacy, and execution risk.
Trade on prediction markets (Polymarket, Kalshi).
Proactive problem identification through code analysis and pattern detection
Predictive maintenance scheduling skill using telematics data and historical patterns to maximize fleet uptime
Fast headless browser for QA testing and site dogfooding.
For preferential origin EU-China: Missing FTA and alternatives: defines standard, burden of proof and counterargument; result: test…
Production readiness checklist. Checks environment variables, health endpoints, error monitoring, CORS, rate limiting, and security headers.