54 instruction files for AI agents, collected from jzkk720/cubecloud-skills-bundle-kit. Install any of them at an exact version with mdr add jzkk720/cubecloud-skills-bundle-kit/<name>.
AGENTS.md AGENTS.md file
jzkk720/cubecloud-skills-bundle-kit · AGENTS.md
git:20261102.dfe6aa7 · audit A · 4 stars
agent-reach SKILL.md skill
jzkk720/cubecloud-skills-bundle-kit · upstream/agent-reach/SKILL.md · MUST USE when user wants to research/search/look up/find anything on the internet — e.g. "research this topic", "do a…
git:20260922.391e00a · audit A · 4 stars
airunway-aks-setup SKILL.md skill
jzkk720/cubecloud-skills-bundle-kit · upstream/airunway-aks-setup/SKILL.md · Set up AI Runway on AKS — from bare cluster to running model. Covers cluster verification, controller install, GPU…
v1.1.1 · audit A · 4 stars
anti-slop SKILL.md skill
jzkk720/cubecloud-skills-bundle-kit · upstream/anti-slop/SKILL.md · Anti-AI-slop design and copy rules for any UI work (website, web app, or interface). Use whenever building, refining…
v1.0 · audit A · 4 stars
archify SKILL.md skill
jzkk720/cubecloud-skills-bundle-kit · upstream/archify/SKILL.md · Create polished, validated architecture, workflow, sequence, data-flow, and lifecycle/state diagrams as explorable…
v2.17 · audit A · 4 stars
aris-idea-creator SKILL.md skill
jzkk720/cubecloud-skills-bundle-kit · upstream/aris-idea-creator/SKILL.md · Generate and rank research ideas given a broad direction. Use when user says "brainstorm ideas", "generate research…
git:20260723.723e6c6 · audit A · 4 stars
aris-novelty-check SKILL.md skill
jzkk720/cubecloud-skills-bundle-kit · upstream/aris-novelty-check/SKILL.md · Verify research idea novelty against recent literature. Use when user says "novelty check", "check novelty", "has…
git:20260723.723e6c6 · audit A · 4 stars
aris-research-lit SKILL.md skill
jzkk720/cubecloud-skills-bundle-kit · upstream/aris-research-lit/SKILL.md · Search and analyze research papers, find related work, summarize key ideas. Use when user says "find papers", "related…
git:20260723.723e6c6 · audit A · 4 stars
book-to-skill SKILL.md skill
jzkk720/cubecloud-skills-bundle-kit · upstream/book-to-skill/SKILL.md · Converts books and documents (PDF, EPUB, DOCX, HTML, Markdown, plain text, RTF, MOBI/AZW) into structured agent skills…
v1.0 · audit A · 4 stars
crucible SKILL.md skill
jzkk720/cubecloud-skills-bundle-kit · upstream/crucible/SKILL.md · Three-phase plan hardening — supersedes /grill-me-codex and /grill-with-docs-codex. PHASE 0 RECON — Claude scouts the…
git:20260817.87a6498 · audit A · 4 stars
design-md-library SKILL.md skill
jzkk720/cubecloud-skills-bundle-kit · upstream/design-md-library/SKILL.md · Curated library of 74 real-world DESIGN.md files (Google Stitch spec) extracted from sites like Apple, Stripe, Linear…
git:20260719.023c906 · audit A · 4 stars
diagram-design SKILL.md skill
jzkk720/cubecloud-skills-bundle-kit · upstream/diagram-design/SKILL.md · Create branded architecture, IT current-state, flowchart, sequence, state machine, ER/data model, timeline, swimlane…
v2.5 · audit A · 4 stars
evidence-graph-review SKILL.md skill
jzkk720/cubecloud-skills-bundle-kit · upstream/evidence-graph-review/SKILL.md · Evidence Graph Review — audit evidence-to-finding-to-path traceability, confidence grading, scope gating, and…
v1.0 · audit A · 4 stars
github-repo-metadata SKILL.md skill
jzkk720/cubecloud-skills-bundle-kit · upstream/github-repo-metadata/SKILL.md · Use when updating a GitHub repository's description, homepage, topics, or other metadata via the API — especially when…
v1.0 · audit A · 4 stars
gstack-review SKILL.md skill
jzkk720/cubecloud-skills-bundle-kit · upstream/gstack-review/SKILL.md · Multi-layered review pipeline for code and design. CEO review (scope/strategy), engineering review…
git:20260922.391e00a · audit A · 4 stars
humanize SKILL.md skill
jzkk720/cubecloud-skills-bundle-kit · upstream/humanize/SKILL.md · Remove signs of AI-generated writing from prose, and keep it out of a repo.
Use when drafting, editing, or reviewing…
v1.0.0 · audit A · 4 stars
idea-to-design SKILL.md skill
jzkk720/cubecloud-skills-bundle-kit · upstream/idea-to-design/SKILL.md · You MUST use this before any creative work — creating features, building components, adding functionality, or modifying…
git:20260719.4ec94b1 · audit A · 4 stars
impeccable-adapt-native SKILL.md skill
jzkk720/cubecloud-skills-bundle-kit · upstream/impeccable-adapt-native/SKILL.md · Recontextualize an existing native design (iOS / Android / adaptive) for a different device class, orientation…
git:20260913.453cd42 · audit A · 4 stars
impeccable-adapt SKILL.md skill
jzkk720/cubecloud-skills-bundle-kit · upstream/impeccable-adapt/SKILL.md · Recontextualize an existing web design for a different screen size, device, platform, or use case. Use when adapting…
git:20260913.453cd42 · audit A · 4 stars
impeccable-android SKILL.md skill
jzkk720/cubecloud-skills-bundle-kit · upstream/impeccable-android/SKILL.md · Android platform conventions for native apps built with Jetpack Compose, Android Views, React Native, Expo, or Flutter…
git:20260913.453cd42 · audit A · 4 stars
impeccable-animate SKILL.md skill
jzkk720/cubecloud-skills-bundle-kit · upstream/impeccable-animate/SKILL.md · Add purposeful motion to a user interface. Use when a design needs animation that explains state, relationship, and…
git:20260728.06b164c · audit A · 4 stars
impeccable-audit-native SKILL.md skill
jzkk720/cubecloud-skills-bundle-kit · upstream/impeccable-audit-native/SKILL.md · Run systematic technical quality checks on a native app (iOS / Android / adaptive) and generate a scored report without…
git:20260913.453cd42 · audit A · 4 stars
impeccable-audit SKILL.md skill
jzkk720/cubecloud-skills-bundle-kit · upstream/impeccable-audit/SKILL.md · Run systematic technical quality checks on a web interface and generate a scored report without fixing anything. Use…
git:20260913.453cd42 · audit A · 4 stars
impeccable-bolder SKILL.md skill
jzkk720/cubecloud-skills-bundle-kit · upstream/impeccable-bolder/SKILL.md · Amplify a section within an existing design system to make it bolder and more confident. Use when a specific section…
git:20260728.06b164c · audit A · 4 stars
impeccable-clarify SKILL.md skill
jzkk720/cubecloud-skills-bundle-kit · upstream/impeccable-clarify/SKILL.md · Improve UX copy, labels, error messages, and microcopy in a user interface. Use when interface text is unclear…
git:20260728.06b164c · audit A · 4 stars
impeccable-colorize SKILL.md skill
jzkk720/cubecloud-skills-bundle-kit · upstream/impeccable-colorize/SKILL.md · Introduce color into an interface as hierarchy, meaning, and atmosphere rather than decoration. Use when a surface is…
git:20260913.453cd42 · audit A · 4 stars
impeccable-craft-floor SKILL.md skill
jzkk720/cubecloud-skills-bundle-kit · upstream/impeccable-craft-floor/SKILL.md · The non-negotiable quality floor and absolute bans to verify immediately before shipping any UI. Use as a final…
git:20260913.453cd42 · audit A · 4 stars
impeccable-delight SKILL.md skill
jzkk720/cubecloud-skills-bundle-kit · upstream/impeccable-delight/SKILL.md · Add personality and memorable moments to a product interface. Use when a design needs moments of joy, character, or…
git:20260728.06b164c · audit A · 4 stars
impeccable-distill SKILL.md skill
jzkk720/cubecloud-skills-bundle-kit · upstream/impeccable-distill/SKILL.md · Strip a design to its essence. Remove redundant elements, repeated information, decorative noise, and cosmetic…
git:20260728.06b164c · audit A · 4 stars
impeccable-extract SKILL.md skill
jzkk720/cubecloud-skills-bundle-kit · upstream/impeccable-extract/SKILL.md · Identify reusable patterns, components, and design tokens in a codebase and consolidate them into the design system for…
git:20260913.453cd42 · audit A · 4 stars
impeccable-harden SKILL.md skill
jzkk720/cubecloud-skills-bundle-kit · upstream/impeccable-harden/SKILL.md · Make an interface resilient to the unexpected: edge cases, hostile input, failure states, interrupted gestures, and…
git:20260913.453cd42 · audit A · 4 stars
impeccable-ios SKILL.md skill
jzkk720/cubecloud-skills-bundle-kit · upstream/impeccable-ios/SKILL.md · iOS and iPadOS platform conventions for native apps built with SwiftUI, UIKit, React Native, Expo, or Flutter. Use when…
git:20260913.453cd42 · audit A · 4 stars
impeccable-onboard SKILL.md skill
jzkk720/cubecloud-skills-bundle-kit · upstream/impeccable-onboard/SKILL.md · Design first-run flows, empty states, and activation paths that get users to value as fast as possible. Use when…
git:20260728.06b164c · audit A · 4 stars
impeccable-operate SKILL.md skill
jzkk720/cubecloud-skills-bundle-kit · upstream/impeccable-operate/SKILL.md · Extended design depth for Operate-mode surfaces where the interface serves the product: app UIs, admin dashboards…
git:20260913.453cd42 · audit A · 4 stars
impeccable-optimize SKILL.md skill
jzkk720/cubecloud-skills-bundle-kit · upstream/impeccable-optimize/SKILL.md · Find and fix the actual performance bottleneck in an interface, then measure the result. Use when an interface is…
git:20260913.453cd42 · audit A · 4 stars
impeccable-overdrive SKILL.md skill
jzkk720/cubecloud-skills-bundle-kit · upstream/impeccable-overdrive/SKILL.md · Push an interface past conventional limits using the full power of the platform - a table handling a million rows, a…
git:20260913.453cd42 · audit A · 4 stars
impeccable-quieter SKILL.md skill
jzkk720/cubecloud-skills-bundle-kit · upstream/impeccable-quieter/SKILL.md · Reduce visual intensity in a design that is too loud, aggressive, or overstimulating without losing personality or…
git:20260913.453cd42 · audit A · 4 stars
impeccable-shape SKILL.md skill
jzkk720/cubecloud-skills-bundle-kit · upstream/impeccable-shape/SKILL.md · Discover what should be made and how it should work, then return a confirmed design brief without writing code. Use…
git:20260913.453cd42 · audit A · 4 stars
jev-harness SKILL.md skill
jzkk720/cubecloud-skills-bundle-kit · upstream/jev-harness/SKILL.md · Build, evaluate, and optionally evolve task-specific code and Jev decision pipelines with JevHarness. Use when a user…
git:20260923.f4acf45 · audit A · 4 stars
jev SKILL.md skill
jzkk720/cubecloud-skills-bundle-kit · upstream/jev/SKILL.md · Set up Jev via OpenRouter, native TypeSafe or explicitly chosen simulation; build custom decision integrations and…
git:20260921.ae0b3e2 · audit A · 4 stars
laya SKILL.md skill
jzkk720/cubecloud-skills-bundle-kit · upstream/laya/SKILL.md · Add fast, LOCAL, typed decisions to any project with Laya, an open-source non-generative decision model. Runs offline…
git:20260930.5d224cb · audit B · 4 stars
llm-council SKILL.md skill
jzkk720/cubecloud-skills-bundle-kit · upstream/llm-council/SKILL.md · Run any question, idea, or decision through a council of 5 AI advisors who independently analyze it, peer-review each…
git:20260817.87a6498 · audit A · 4 stars
loop-engineering SKILL.md skill
jzkk720/cubecloud-skills-bundle-kit · upstream/loop-engineering/SKILL.md · Design, scaffold, score, schedule, and govern autonomous agent loops. Use when building loop infrastructure — the…
git:20260922.839adde · audit A · 4 stars
markitdown-converter SKILL.md skill
jzkk720/cubecloud-skills-bundle-kit · upstream/markitdown-converter/SKILL.md · Create a new MarkItDown converter or plugin. Use when: adding a new file format converter, creating a plugin package…
git:20260922.391e00a · audit A · 4 stars
markitdown-testing SKILL.md skill
jzkk720/cubecloud-skills-bundle-kit · upstream/markitdown-testing/SKILL.md · Write and run tests for MarkItDown converters. Use when: adding tests for a new converter, writing parametrized test…
git:20260922.391e00a · audit A · 4 stars
open-code-review-delegate SKILL.md skill
jzkk720/cubecloud-skills-bundle-kit · upstream/open-code-review-delegate/SKILL.md · Delegation mode for open-code-review (OCR). Instead of OCR calling an LLM endpoint, this skill instructs the host agent…
v1.0.0 · audit A · 4 stars
open-code-review SKILL.md skill
jzkk720/cubecloud-skills-bundle-kit · upstream/open-code-review/SKILL.md · Performs AI-powered code review on Git changes using the `ocr` CLI from alibaba/open-code-review. Use when the user…
v1.0.0 · audit A · 4 stars
ops-authorization-methodology SKILL.md skill
jzkk720/cubecloud-skills-bundle-kit · upstream/ops-authorization-methodology/SKILL.md · Authorization and scope methodology for security/penetration/red-team tasks. Read-only checklist: confirm scope.md…
v1.0 · audit A · 4 stars
retrieval-reflex SKILL.md skill
jzkk720/cubecloud-skills-bundle-kit · upstream/retrieval-reflex/SKILL.md · When/what to retrieve — open the brain page for a salient entity before answering from memory.
v0.1.0 · audit A · 4 stars
timesfm-forecasting SKILL.md skill
jzkk720/cubecloud-skills-bundle-kit · upstream/timesfm-forecasting/SKILL.md · Zero-shot time series forecasting with Google's TimesFM foundation model. Use this skill when forecasting ANY…
v1.0.0 · audit A · 4 stars
typesafe-ai SKILL.md skill
jzkk720/cubecloud-skills-bundle-kit · upstream/typesafe-ai/SKILL.md · Build AI-powered software with TypeSafe: small units of AI intelligence you can use like programming primitives. Its…
git:20260923.f4acf45 · audit A · 4 stars
watch-skill SKILL.md skill
jzkk720/cubecloud-skills-bundle-kit · upstream/watch-skill/SKILL.md · Video intelligence skill — watch, remember, and verify video content. Use when analyzing video files, extracting…
git:20260922.839adde · audit A · 4 stars
webapp-testing SKILL.md skill
jzkk720/cubecloud-skills-bundle-kit · upstream/webapp-testing/SKILL.md · Test local web applications with Playwright. Use when asked to verify frontend functionality, debug UI behavior…
git:20260719.4ec94b1 · audit A · 4 stars
wigolo SKILL.md skill
jzkk720/cubecloud-skills-bundle-kit · upstream/wigolo/SKILL.md · Local-first web intelligence — search, fetch, crawl, extract, research, and monitor web content. Use when gathering…
git:20260922.839adde · audit A · 4 stars