Guide conversations through dynamic shifts between zoom levels (scale) and connecting/exploring (intent) to unlock creative breakthroughs and prevent rigid thinking. Helps enhance and develop biased, focused, diversified, dispersed states. Receives signals from writing assistant's pattern detection to diagnose cognitive states. Identifies structural gaps between idea clusters as spaces for innovation. Tracks temporal dwelling patterns and manages energy across personality modes. Uses playfulness for difficult transitions from chaos to clarity. Reads emotional feedback—inspiration signals continuation, exhaustion/frustration trigger transitions. Prevents obsessive loops through sustainable cycling through topical clusters and latent nodes. Maximum creative potential lives in gaps and dissipative states. Apply for complex analysis, when a user is stuck, breakthroughs, decision paralysis, group facilitation, breaking repetitive patterns, or when grammatical patterns reveal cognitive issues.

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This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.

Four AI agent document types stored as JSON inside Mendix MPR files:

Performs abstract interpretation over source code to infer possible program states, variable ranges, and data properties without executing the program. Reports potential runtime errors including out-of-bounds accesses, null dereferences, type inconsistencies, division by zero, and integer overflows. Use when analyzing code for potential runtime errors, performing static analysis, checking safety properties, or verifying program behavior without execution.

Identify and analyze boundaries between software components to ensure proper architectural separation.

Identify and replace deprecated API usage in source code with modern alternatives. Use when: (1) Modernizing legacy codebases, (2) Upgrading framework versions (React, Django, Spring, etc.), (3) Fixing deprecation warnings in build output, (4) Preparing for major version upgrades, (5) Ensuring code uses current best practices. Supports Python, JavaScript/TypeScript, Java, and other major languages with both AST-based detection and pattern matching for accurate identification and automated replacement with validation.

Designer-turned-developer who crafts stunning UI/UX even without design mockups. Use for any frontend implementation requiring visual design decisions, aesthetic direction, or pixel-perfect UI work.

Automatically repair code violations of temporal properties using model-checking counterexamples as guidance. Use when working with formal verification results, temporal logic property violations (LTL, CTL), model checking counterexamples, or when asked to repair property violations, fix counterexamples, repair temporal properties, fix model checking violations, or repair code based on counterexamples. Applicable to concurrent systems, state machines, synchronization issues, safety/liveness properties, and resource management violations.

Analyze and explain why Isabelle or Coq proofs fail, identifying the root cause such as type mismatches, missing assumptions, incorrect goals, unification failures, or inapplicable tactics. Use when the user encounters proof failures, error messages in formal verification, stuck proof states, or asks why their Isabelle/Coq proof doesn't work.

Rapidly analyze and understand Python repositories to get started quickly.

Systematic external reference searching across documentation, open-source repositories, and web resources. Use when working with unfamiliar libraries, APIs, or when needing production-quality implementation examples.

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Analyze vulnerable code to identify underlying root causes such as violated assumptions, incorrect invariants, missing validation checks, or unsafe component interactions. Use when investigating security vulnerabilities, CVEs, exploit code, or security audit findings. Infers why the vulnerability exists beyond surface symptoms, identifies systemic issues, and explains the chain of failures that enable exploitation.

Find and resume interrupted Copilot CLI sessions using session_store queries

Coordinating work across multiple Squad instances

You are building a sequential (or any chained) MAF workflow whose participants

Send a Pavlok stimulus via the Pavlok API using scripts/pavlok.py. Use when you need to trigger vibe/beep/zap with a numeric value in this repo and print the API response.

FluidNinja VFX Tools workflow guide for Unreal Engine fluid simulation baking. Use when creating fire, smoke, explosions, clouds, fog, water, magic effects, environmental particles, flipbook generation, or any VFX requiring fluid dynamics. Covers NinjaTools (baking to flipbooks), Niagara GPU particle integration, Ray Marching self-shadowing, Parallax Occlusion Mapping depth, and UE5 Volumetrics. Triggers on FluidNinja, fluid simulation, bake flipbook, velocity map, flowmap, volumetric fog driven by simulation, Niagara texture sampling, VFX flipbook workflow.

Write or develop a blog post. Use for blog content - writing, drafting, developing ideas into drafts, or editing. Longer-form than LinkedIn (800-1200 words) with section structure.

Write or develop an opinion piece (opiniestuk/op-ed). Use when asked to write opinion articles, newspaper pieces, or similar long-form opinion content.

Batch-processes Slack messages and emails to surface what needs the manager's attention, categorised by urgency and type. Designed for batch-responder managers who do Slack sweeps rather than staying in reactive mode. Supports effective communication and responsiveness. Never drafts replies, only surfaces and prioritises.

Claim the AI bounty on tDVV by delegating to the canonical repo SKILL and its branch docs; this public skill is AA/CA only and requires explicit write confirmation.

Professional skills and methodology for cloud security auditing

Headless Ghidra reverse engineering via MCP — decompile, patch, rename, retype, xref, search, and script real binaries without the GUI. TRIGGER when the user asks to reverse-engineer, decompile, analyze, patch, or understand native binaries (ELF, PE, Mach-O, raw firmware, DLL, .so, kernel modules, drivers, embedded blobs, DJI IMAH, Android native libs), or mentions Ghidra/pyghidra/decompiler tasks. Covers the 212 tools across 34 feature groups exposed by the `ghidra-headless-mcp` external MCP server, including scripting escape hatches (ghidra.eval, ghidra.call, ghidra.script).

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Create hand-drawn diagrams from JSON using `excalidraw-cli`. Outputs `.excalidraw` files and shareable URLs.

Build interactive web applications using HTML/JavaScript interfaces with MATLAB computational backends via the uihtml component. Use when creating HTML-based MATLAB apps, JavaScript MATLAB interfaces, web UIs with MATLAB, interactive MATLAB GUIs, or when user mentions uihtml, HTML, JavaScript, web apps, or web interfaces.

Step-by-step guide for adding new pages to the Yew frontend

Implement Algolia search UIs in Nuxt 3 apps using @atoms-studio/nuxt-swiftsearch — an SSR-first, fully typed alternative to vue-instantsearch.

Performs addition correctly

Performs multiplication correctly

time

Performs addition incorrectly

Performs multiplication incorrectly

This document teaches any AI coding assistant how to build a voice-enabled agent using Amazon Nova 2 Sonic, Strands Agents SDK, and Amazon Bedrock AgentCore Runtime. It is distilled from the insurance

Build Progressive Web Apps with React and Vite using vite-plugin-pwa. This skill covers the complete PWA lifecycle: manifest configuration, service worker strategies, offline support, installability,

Set up ongoing competitor monitoring. Use when: defining tracked competitors, scan frequency, change detection alerts.

A **rig** is a project-scoped collection of _riglets_ that provide knowledge and tools for AI agents.

Creating effective riglets means writing knowledge (SKILL.md) that agents will rely on. This guide focuses on how to write high-quality documentation for riglets, organized efficiently.

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Guide for creating Claude Code skills following Anthropic's official best practices. Use when user wants to create a new skill, build a skill, write SKILL.md, update an existing skill, or needs skill creation guidelines. Provides structure, frontmatter fields, naming conventions, and new features like dynamic context injection and subagent execution.

Get real-time Indian news headlines and articles using NewsData.io API. Supports category filtering, language filtering, and search.

All Meet runtime code lives under this directory. The daemon module, tools,

Design RESTful APIs with best practices for consistency and usability

Manages the ADR (Architecture Decision Record) registry. Use when recording tech-stack choices, design patterns, or infrastructure decisions with context, alternatives, and rationale. Supports listing, searching, or creating formal ADR documents.

Provides AWS serverless architecture patterns for Lambda, API Gateway, DynamoDB, SQS, and SAM/CDK. Use when working with AWS serverless files (serverless.yml, CDK stacks) or when the user mentions Lambda, API Gateway, serverless, or AWS SAM.

Applies production backend patterns: middleware, error handling, auth, database integration, and API design. Use when working with backend service files or when the user mentions Express, Fastify, NestJS, backend patterns, or service architecture.