architecting-systems
Guides clean, scalable system architecture during the build phase. Use when designing modules, defining boundaries, structuring projects, managing dependencies, or preventing tight coupling and brittleness as systems grow.
Code Ratchets
A ratchet is a pre-commit check that counts deprecated patterns in your codebase against a hard-coded expected count. It fails in two cases: - **Too many instances**: Prevents proliferation via copy-paste - **Too few instances**: Congratulates you and prompts lowering the expected count
api-security
API security best practices and common vulnerability prevention. Enforces security checks for authentication, input validation, SQL injection, XSS, and OWASP Top 10 vulnerabilities. Use when building or modifying APIs.
hive.batch-ledger
Track per-item status when processing collections to prevent skipped or duplicated items.
find-package-skill
**UTILITY SKILL** â Must be consulted before making any changes to packages under sdk/. Provides package-specific domain knowledge that prevents common mistakes. WHEN: "add feature to package", "fix bug in package", "modify package code", "regenerate from typespec", "change client library".
Manual Patching Guide: Homebrew Tap Fix
**Objective**: Fix the `update-formula.sh` script in `BA-CalderonMorales/homebrew-terminal-jarvis` to prevent deployment failures.
ActiveRecord
This skill provides comprehensive guidance for working with ActiveRecord in Rails applications. Use for writing migrations, defining associations, optimizing queries, preventing N+1 issues, implementing validations, and following database best practices.
context-monitor
Monitor conversation context and prevent MAX mode by warning at token thresholds and generating handoff summaries. Use when context approaches 100K/150K/180K tokens or when working with high-cost files.
uncodixfy
Prevents generic AI/Codex UI patterns when generating frontend code. Use this skill whenever generating HTML, CSS, React, Vue, Svelte, or any frontend UI code to enforce clean, human-designed aesthetics inspired by Linear, Raycast, Stripe, and GitHub instead of typical AI-generated UI.
Zenable
Zenable cleans up sloppy AI code and prevents vulnerabilities with deterministic guardrails
zustand-state-management
Build type-safe global state in React with Zustand. Supports TypeScript, persist middleware, devtools, slices pattern, and Next.js SSR with hydration handling. Prevents 6 documented errors. Use when setting up React state, migrating from Redux/Context, or troubleshooting hydration errors, TypeScript inference, infinite render loops, or persist race conditions.
agent-estimation
Accurately estimate AI agent work effort using the agent's own operational units (tool-call rounds) instead of human time. Use when asked to estimate, scope, plan, or evaluate how long a coding task will take. Prevents the common failure mode where agents anchor to human developer timelines and massively overestimate. Outputs a structured breakdown with round counts, risk factors, and a final wallclock conversion.
Io.Github.VibeCheckAIOfficial/Vibecheck Mcp
AI Code Firewall — MCP Server for hallucination prevention in AI development
secret-scanner
Detect exposed secrets, API keys, credentials, and tokens in code. Use before commits, on file saves, or when security is mentioned. Prevents accidental secret exposure. Triggers on file changes, git commits, security checks, .env file modifications.
Unreal Engine API Documentation
Accurate UE5 C++ API docs for AI agents. Prevents hallucinated signatures and includes.
Harness â Multi-Agent Orchestration
Orchestrate complex tasks through Planning â Generation ��� Evaluation â Retro. Fresh sub-agents per checkpoint prevent drift. Retro accumulates learning across tasks.
anti-slop
Comprehensive toolkit for detecting and eliminating "AI slop" - generic, low-quality AI-generated patterns in natural language, code, and design. Use when reviewing or improving content quality, preventing generic AI patterns, cleaning up existing content, or enforcing quality standards in writing, code, or design work.
ue5-architecture
UE5.6/UE5.7 architecture planning and module boundary design for Unreal projects. Use when requests involve module layout, Build.cs dependencies, reflection exposure strategy, Public/Private API boundaries, naming conventions, and preventing circular dependencies.
arc-quick
Lightweight 4-phase pipeline: Plan -> Work+Evaluate -> Review -> Mend. Chains devise --quick -> strive (with evaluator loop) -> appraise -> mend in one command. Work phase iterates up to max_iterations (default 3) with ward checks and quality signal detection between passes. Stagnation detection prevents infinite loops. Mend phase auto-fixes P1/P2 findings from the review TOME. Accepts a prompt string or existing plan file path. Recommends /rune:arc for complex plans (8+ tasks) unless --force is passed. Use when: "quick run", "fast pipeline", "plan and build", "nhanh", "chay nhanh", "quick arc", "simple pipeline", "4 steps", "plan work review mend", "quick", "arc-quick". <example> user: "/rune:arc-quick add a health check endpoint" assistant: "Starting quick pipeline: plan -> work -> review..." </example> <example> user: "/rune:arc-quick plans/my-plan.md" assistant: "Running quick pipeline on existing plan..." </example> <example> user: "/rune:arc-quick plans/complex-plan.md --force" assistant: "Force-running quick pipeline (skipping complexity warning)..." </example>
context-pack
Creates structured handoff briefings between agents. Packages task context, constraints, and progress into a compact packet that subagents can consume without re-reading the full conversation. Prevents the 'lost context' problem in multi-agent delegation.
ai-writing-detection
Comprehensive AI writing detection patterns and methodology. Provides vocabulary lists, structural patterns, model-specific fingerprints, and false positive prevention guidance. Use when analyzing text for AI authorship or understanding detection patterns.
DataGraph
Urban data for civic problem-solving: NYC subway, loneliness programs, violence prevention.
btc-terminology
Critical Bitcoin terminology rules to prevent confusion between bech32m (encoding) and taproot (address type). Use when working on BTC-related code, config files, or shell scripts.
terrashark
Prevent Terraform/OpenTofu hallucinations by diagnosing and fixing failure modes: identity churn, secret exposure, blast-radius mistakes, CI drift, and compliance gate gaps. Use when generating, reviewing, refactoring, or migrating IaC and when building delivery/testing pipelines.
account-qualification
Systematically evaluate whether a target account is worth pursuing. Scoring frameworks, qualification criteria, and prioritization models that prevent wasted outreach on bad-fit prospects.
Unity API Documentation
Accurate Unity API docs (2022/2023/6) for AI agents. Prevents hallucinated signatures.
javascript-testing-expert
Expert-level JavaScript testing skill focused on writing high-quality tests that find bugs, serve as documentation, and prevent regressions. Advocates for property-based testing with fast-check and protects against indeterministic code in tests. Does not cover black-box e2e testing.
code-philosophy
Internal logic and data flow philosophy (The 5 Laws of Elegant Defense). Understand deeply to ensure code guides data naturally and prevents errors.
claude-memory-kit
Persistent memory system for Claude Code. Your agent remembers everything across sessions and projects. Two-layer architecture: hot cache (MEMORY.md) + knowledge wiki. Safety hooks prevent context loss. /close-day captures your day in one command. Zero external dependencies, runs on existing subscription.
avoid-feature-creep
Prevent feature creep when building software, apps, and AI-powered products. Use this skill when planning features, reviewing scope, building MVPs, managing backlogs, or when a user says "just one more feature." Helps developers and AI agents stay focused, ship faster, and avoid bloated products.
Io.Github.Kokogo100/Ragalgo
Dynamic RAG Engine preventing AI hallucinations in Korean Finance and Crypto markets.
artifact-type-tailored-context
Compresses artifacts for judge evaluation. Reads a single raw artifact, applies tiered summarization within a token budget, and returns compacted content with metadata. Isolation via forked context prevents pollution of agent context
Async Concurrency Expert
Focused on preventing waterfalls and maximizing parallelization in API and Frontend logic.
kubernetes-skill
Prevent Kubernetes hallucinations by diagnosing and fixing failure modes: insecure workload defaults, resource starvation, network exposure, privilege sprawl, fragile rollouts, and API drift. Use when generating, reviewing, refactoring, or migrating manifests, Helm charts, Kustomize overlays, and cluster policies.
ð Bug Hunting Specialist
> Relentless bug detective. Systematically reproduce, diagnose, fix, and prevent software defects. The Sherlock Holmes of software engineering. Works on all AI platforms.
aec-agents-workflow-orchestrator
Use when a task spans multiple AEC technologies (Blender, IfcOpenShell, Bonsai, Sverchok) and you need to decide which tool handles which step, or when orchestrating multi-step BIM pipelines such as IFC creation to visualization to authoring. Prevents the common mistake of mixing IfcStore.get_file() with ifcopenshell.open() in the same context, or calling Bonsai operators outside a Bonsai-loaded session. Provides decision trees for technology selection, workflow sequencing, and bridge patterns between tools. Keywords: cross-technology, workflow orchestration, BIM pipeline, technology selection, Blender IfcOpenShell Bonsai integration, multi-step AEC, bridge pattern.