Simplicity gate for ALL code written, fixed, or reviewed in this repo.
Simplify code and tests changed by the current pull request, branch, commit range, or local working tree while preserving behavior.
CI-only Simplify & Harden workflow for pull requests using gh-aw (GitHub Agentic Workflows).
Ground all discussion in real code concepts and simple, concrete terms instead of abstract or invented jargon.
Simple Preference Optimization for LLM alignment.
Use to rehearse peer review before submitting — a calibrated Associate Editor desk-screen plus 2–3 distinct-lens referees for the target…
Configures Simulink simulations non-destructively using SimulationInput objects — parameter overrides without modifying the model, batch…
Initialize, continue, save, load, or design persistent roleplay simulators while preserving player agency, continuity, character…
Integrate Sinch In-App Voice and Video SDK for real-time calling in Android, iOS, or JavaScript apps.
Find open Singapore government tenders for any sector in real time using parallel TinyFish agents scraping multiple government tender…
Rigorously review a single proposed experiment in a grant's Approach section — its rationale, hypothesis, controls (or…
Invoke only when the user explicitly asks to review code through the "single level of abstraction / layered error handling" lens — a…
Draft an implementation plan (feature, fix, refactor) or findings writeup and save it under `.agents/scratch/plans/` — a single…
Integrate Siri voice interactions, Shortcuts, and intelligent suggestions into iOS/watchOS apps using Apple's SiriKit framework.
Build and finish frontend pages through a safe inspect–implement–run–visual-QA–fix–recheck cycle.
Crawls or pulls every indexable URL on a site and writes the baseline page inventory to .seo/pages.csv, classifying page type, market and…
Pre-launch checklist for shipping a new website or web app.
Analyze existing XML sitemaps or generate new ones with industry templates.
Use this skill when the user wants to generate sitemap xml from a url.
Use this skill for ANY browser automation task — testing web pages, filling forms, taking screenshots, automating job applications…