Conducts structured requirements workshops to produce feature specifications, user stories, EARS-format functional requirements…
Orchestrates end-to-end coding workflows from test-driven development and commenting to automated PR creation and review cycles.
Write a game design document from a one-liner, rough draft, or feature discussion.
Generate a technical implementation plan from a game design document or a brief description.
Use when you have a backlog of features and need to rank them for the next sprint — scores each feature using Impact × Confidence × Effort…
Guides prioritizing a backlog of features or requests using RICE scoring (Reach x Impact x Confidence / Effort) as the primary…
Build a structured PRD that connects problem, users, solution, and success criteria.
Deeper risk assessment for a single feature or product area when the launch review found something that needs more than a line item.
For every feature candidate produced by P3, perform an exhaustive silo read of the code that implements it, then **interview the…
Use when someone wants a feature, change, or improvement in an existing codebase and what to build is not yet pinned down: a rough idea, a…
Produce the stakeholder-facing validation report: factual proof that features work, bound to a frozen tested SHA, with traceability from…
End-to-end feature development orchestration from planning through deployment with quality gates
Use this skill whenever writing JavaScript or TypeScript code that uses Fedify to build an ActivityPub server, handle federation…
Make a commit in Git with an appropriate commit message for the currently staged changes.
Fetch and explain Fedify documentation on a specific topic.
Replace Fedora's default zram swap with zswap plus a disk swap file, so heavy memory pressure causes slowness instead of OOM-killed apps.
Customize your social feed preferences and neurochemical optimization weights
User correction, thumbs up/down, inline editing, and reinforcement signals.
Design confirmations, status updates, and notifications that tell users an action registered.
Give effective feedback that promotes learning and growth.
Sweep configured feedback sources (Slack, GitHub Issues; email experimental) for new items: acknowledge at source, analyze recordings…