Use when drafting or revising POPL prose — building the informal-to-formal ramp from a motivating program to definitions to a sharply…
Use when deciding which ppsych-* sub-skill to invoke next, or when sequencing a broad integrative review, theoretical statement, or…
Use when revising a Perspectives on Psychological Science (PoPS) piece for the PoPS voice — broad, provocative, accessible to…
54 real-world design systems (Stripe, Linear, Vercel, Notion, Apple…) as ready-to-paste HTML/CSS — exact colors, typography, components…
Generate or update .context/people.md with RHOAI Dashboard team member information
Use when starting or orienting any Population and Development Review (PDR, Wiley / Population Council) manuscript and unsure which skill…
Use as the entry point for any Public Opinion Quarterly (POQ) manuscript.
Design technical architecture from a PRD.
How to keep template code database-agnostic and hosting-agnostic.
Resolve and load any agent capability across the whole fleet from one place.
Curate and present creative/technical work for maximum impact.
Evaluates, stress-tests, and optimizes investment portfolios using value-investing principles and risk analysis.
Recreate open PostHog/code pull requests as PostHog/posthog PRs against the imported products/desktop/ tree, preserving commit authorship.
Design reusable 2D character pose libraries, action cycles, and expression states for data-driven animation.
Implement POSSE (Publish on Own Site, Syndicate Elsewhere) content distribution with canonical URLs, cross-platform syndication, backfeed…
When the user has just finished a customer call, QBR, renewal conversation, escalation or check-in and needs the follow-up done properly…
Use when a Godot/.NET task needs a Layer 4 overlay completion review after a large refactor, multi-file implementation, or new feature…
Post a structured code review to a GitHub PR via `gh` CLI (REST API fallback for multi-comment / inline-anchored reviews).
Audit whether the corpus has enough initialized navigation, graph, metadata and source-state artifacts to honestly say that kickstart…
Sweep for follow-up work after recent merges — TODOs added in merged PRs, stale feature flags, dead code, documentation gaps, and…
Scan recent merges to main for tech debt, TODOs, debug code, and small cleanup opportunities.