Complete shadcn/ui component library guide including installation, configuration, and implementation of accessible React components. Use when setting up shadcn/ui, installing components, building forms with React Hook Form and Zod, customizing themes with Tailwind CSS, or implementing UI patterns like buttons…
Complete reference for the Portkey AI Gateway Python SDK with unified API access to 200+ LLMs, automatic fallbacks, caching, and full observability. Use when building Python applications that need LLM integration with production-grade reliability.
Generates a complete AI-native service wiki from repository analysis for human onboarding and AI-agent long-term memory. Use when the user asks to generate a wiki, service documentation, repository documentation, ai-context.md, repository-map.md, onboarding docs, or LLM-native documentation for a codebase. Trigger on…
Review session work and propose knowledge captures for human review. Scans git commits, changed files, and patterns used across repos to generate structured knowledge items. Includes review workflow to approve/reject/edit pending captures before persisting to the knowledge base.
An AI judging workflow for student projects supplied as a folder, HTML file, or PowerPoint file. It reads the project, scores five areas, and creates an HTML report with a radar chart.
Creates a STRIDE threat model of the current project with ASCII diagrams and outputs a threat.md file. Use when analyzing system security, designing architectures, or identifying threats in applications.
Converts a Figma frame into pixel-perfect code in whatever stack the project uses — by extracting EXACT values via the Figma MCP and reproducing every visual property (borders, gradients, shadows, blurs, opacity) instead of eyeballing them. Use whenever the user shares a figma.com/design URL or dev link and wants…
Fleet-wide Azure Key Vault health check — pulse check for availability, API latency, throttling (429s), auth failures (401/403), and vault saturation across all vaults, then deep-dives into the top 7 most interesting vaults with metrics and resource logs. Tracks known issues across sessions via persistent report. On…
Product Office Hours — structured product thinking partner. Startup mode: six forcing questions on demand reality, status quo, specificity, narrowest wedge, observation, future-fit. Builder mode: design thinking for side projects, hackathons, learning, open source. Produces a design doc, never code. Use when asked to…
Use Jujutsu (jj) for version control in jj-enabled projects. Covers command workflows, bookmark management, rebasing, conflict resolution, revsets, and common pitfalls. Triggers when: project has a .jj/ directory, README requires jj, or user explicitly requests jj commands. Do NOT use for regular git-only projects.
Audit a repo for PII leakage, secrets, and sensitive data before commits or publishing. Runs gitleaks if available, scans git history, checks working tree for known and novel patterns, and optionally wires up a pre-commit hook. Use before making a private repo public, after importing external data into a project, or…
Spin up a team of distinct AI personas that argue a topic via native inter-agent messaging, then deliver a moderated synthesis. Use when the user wants to debate, stress-test, pressure-test, red-team, or get a roundtable/panel on a decision, idea, plan, or product — e.g. "have customers debate this product"…
Create an interactive educational MicroSim using the p5.js JavaScript library with distinct regions for drawing and interactive controls. Each MicroSim is a directory located in the /docs/sims folder. It has a main.html file that references the javascript code and the main.html can be referenced as an iframe from the…
This skill should be used when the user asks to 'debug this failure', 'find root cause', 'compare passed vs failed', 'trace X values', 'analyze fmod vs vmod mismatch', or needs hardware simulation Root Cause Analysis methodology.
Comprehensive Firebase development guidance for GCP-hosted applications. Covers Firestore database operations (CRUD, queries, transactions, data modeling), Cloud Functions (1st and 2nd generation, TypeScript and Python, all trigger types), Firebase CLI operations, emulator setup and data persistence, security rules…
Run a moderated panel discussion across multiple Solo MCP projects and AI agents. Spawns 3 panelists (personas, cross-project lenses, or hybrid), runs N rounds with synthesis between rounds, delivers final verdict. TRIGGER when user says "brainstorm with panel", "get multiple perspectives", "debate this", "/panel", or…
Use when starting a project, auditing an existing repo, planning a release, or writing project docs such as a spec, roadmap, release plan, engineering guide, changelog, or decision log. Provides a markdown-only, tool-neutral methodology for repo structure and living documentation.
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At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: