Improves research quality when accuracy matters; work depends on external facts such as documentation, APIs, pricing, licenses, standards, current events, research, or source code; a question is complex or multi-part; confidence is low; or sources conflict. Excludes casual chat, pure formatting, mechanical edits, and…
Use a fresh task profile and a four-level policy to turn material ambiguity into a precise, self-contained prompt without asking the user to make technical choices the agent can investigate.
Step-by-step guide to scaffold a new Android + Jetpack Compose project from scratch. Covers project creation in Android Studio, Gradle version catalog setup, core library selection, feature-first MVVM architecture, and Compose UI best practices. Use when starting a greenfield Android project or setting up a new app…
Persistent memory system for AI coding agents. Use when you need to save facts about the user, store interaction preferences, log session events, or search previously saved memories. Triggers on remembering, saving context, recalling past decisions, or when the user says "remember this". Also use proactively when the…
Turn-by-turn guided learning tutor. Use when the user asks to learn/explain a concept OR when they continue an ongoing lesson (answering the last question, asking for hints, saying “next”, choosing a branch). Teach in small chunks, keep a visible lesson TODO checklist, include a simple visual when useful, then end…
Analyze OpenShift installation failures in Prow CI jobs by examining installer logs, log bundles, and sosreports. Use when CI job fails "install should succeed" tests at bootstrap, cluster creation or other stages.
A repository audit and cleanup tool for AI coding-agent instructions, such as AGENTS.md, CLAUDE.md, and editor-specific rule files. It consolidates these instructions into AGENTS.md and adds checks to detect later drift.
Delegate tasks or get a second opinion from Claude Code CLI. Infers mode (delegation vs validation) from prompt context. Detects available models at runtime via the CLI. Use when cross-validating code, plans, or architecture with Claude Code, or offloading work to it. Do not use for tasks that do not benefit from…
A package manager for installing and managing cognitive bases, which are add-ons that provide an AI agent with additional capabilities or instructions.
Bring a franchise partner storefront (Ghana .com.gh, Malaysia .com.my, or a new country) to full parity with Singapore for NON-WSQ courses — import courses, mirror the category tree + mega-menu, sync product↔category assignments, category banners/descriptions, currency switcher, remove SG-only funding text, fix…
Run an autonomous CUDA optimization experiment. Iteratively modifies source files, validates correctness, benchmarks performance, and keeps or discards changes based on measured results. Requires a project-layout.md (produced by the discover-cuda skill) that describes the project structure. Use when the user wants to…
AI Pair Collaboration Skill. Coordinate multiple AI models to work together: one creates (Author/Developer), others review (configurable: Codex, Gemini, Kimi). Works for code, articles, video scripts, and any creative task. Trigger: /ai-pair, ai pair, dev-team, content-team, team-stop.
Guides agents through a 7-phase rigorous feature development workflow with 4 independent cross-verification passes: systematic self-review, cold-context code review (reviewer sees no design docs — finds design-level blind spots single reviewers miss), behavior-preservation diff, and cross-repo impact scan. Use this…
A search tool for arXiv, a public website and API for sharing research preprints. It finds papers by keyword or author and returns their titles, authors, summaries, dates, and links.
Comprehensive web interface guidelines for accessibility, interactions, animations, layout, content, forms, performance, and design.
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