vscode-extension-expert
This skill provides expert-level guidance for VS Code extension development. Use when implementing new extension features, debugging extension code, designing WebView UIs, implementing Language Server Protocol features, or optimizing extension performance. Covers activation events, contribution points, VS Code API patterns, security best practices, testing strategies, state persistence, file watchers, singleton webview pattern, and publishing workflows.
AI Jury
Convene a panel of native coding-agent CLIs from **different vendors** to review the same change, debate each other's findings, and produce one consolidated verdict. This is multi-model review where each agent runs in its own native CLI (with its own tooling), not API-level prompting.
geo-audit
GEO audit and autofix tool. Audits any website for AI search engine optimization (ChatGPT, Claude, Perplexity, Gemini, Google AI Overviews) and traditional SEO. Generates fix files automatically and recommends code-level changes for approval. Use when user says "geo", "seo", "audit", "AI search", "AI visibility", "citability", or provides a URL for analysis.
requirements-test-coverage-mapper
Map requirements (PRD/user stories/AC) to comprehensive test coverage using a traceability matrix (RTM). Outputs coverage gaps, risks, test levels, prioritization, automation candidates, and change-impact notes. Designed for QA/Test Architect workflows.
rails-audit-thoughtbot
Perform comprehensive code audits of Ruby on Rails applications based on thoughtbot best practices. Use this skill when the user requests a code audit, code review, quality assessment, or analysis of a Rails application. The skill analyzes the entire codebase focusing on testing practices (RSpec), security vulnerabilities, code design (skinny controllers, domain models, PORO with ActiveModel), Rails conventions, database optimization, and Ruby best practices. Outputs a detailed markdown audit report grouped by category (Testing, Security, Models, Controllers, Code Design, Views) with severity levels (Critical, High, Medium, Low) within each category.
openclaw-self-healing
4-tier autonomous self-healing system for OpenClaw Gateway with persistent learning, reasoning logs, and multi-channel alerts. Features Claude Code as Level 3 emergency doctor for AI-powered diagnosis and repair.
/diagnose â Systemic Self-Diagnostic
Five-level diagnostic hierarchy for the psychology agent cogarch. Higher numbers run faster with less depth; lower numbers run slower with more thoroughness. Level 1 replaces manual QA.
miniapp-center-hub-refactor
Refactor a growing WeChat Mini Program whose top-level navigation has become scattered across tabs such as home, profile, inbox, integrations, or settings into a clearer hub or center structure. Use when Codex needs to regroup top-level tabs, separate high-frequency action flows from low-frequency settings, define internal hub sections, or migrate detailed pages without collapsing everything into one long page.
stepback
Use when hitting the same error after 2+ fix attempts, when multiple symptoms share a common system, or when fixes feel like whack-a-mole. Forces architectural reassessment over symptom-patching. Also use proactively when a fix touches infrastructure-level config.
unreal-actor-editing
Manage actors in UE levels via UCP. Use when the user asks to spawn, delete, move, duplicate, select, or otherwise manipulate actors in the Unreal Engine editor.
Audius API and SDK Skill
This file provides agentic context for building on Audius with the REST API, OpenAPI/Swagger spec, JavaScript SDK, and create-audius-app. For high-level protocol and product context, read [agents.md](https://audius.co/agents.md) first.
exasol
Top-level router for Exasol work. Use for any Exasol database, exapump, SQL, BucketFS, extension, integration, UDF, Script Language Container, or Exasol Personal setup task, then route to the narrowest specialized Exasol skill.
Bitsbound Contract Automation
AI contract automation with partner-level redlines, OOXML Track Changes, and risk analysis.
Super Smoke Test â Post-Execution QA Gate
Automated UAT-level QA pipeline. Exercises what was built, not just "does the page load". Catches CSS collapses, missing hrefs, broken Server Actions, RLS issues, and regressions introduced by auto-fixes.
Mcp Server Spreadsheet
MCP server for spreadsheet files (.xlsx, .csv, .ods) - cell-level ops + DuckDB SQL engine.
schematic
Reverse engineer a detailed product and technical specification document from a git branch's implementation. Use when: (1) a branch has shipped or is in-progress and needs documentation, (2) you need to understand what a branch does at product and architecture level, (3) onboarding to someone else's feature branch, (4) creating PR descriptions or design docs after the fact, (5) user asks to "analyze this branch", "write a spec from the code", or "document what this branch does". Produces a structured markdown spec covering problem statement, product requirements, architecture, technical design, file inventories, testing strategy, rollout plan, and risks.
hmem — Humanlike Memory for AI Agents
Persistent 5-level hierarchical memory for AI agents. SQLite-backed, lazy-loaded.
Io.Github.CryptoAPIs Io/Mcp Block Data
MCP server for retrieving block-level data from EVM, UTXO, and XRP blockchains via Crypto APIs
flutter-ai-ui-skill
A master-level Flutter UI/UX design skill that equips AI coding assistants with curated design intelligence, colour palettes, typography pairings, animation patterns, component blueprints and actionable checklists for building beautiful, accessible, production-ready Flutter applications. Covers Material 3, Cupertino, adaptive layouts, animations, theming, state management integration, accessibility and performance optimization.
pr-risk-scoring
Score all open PRs by risk level and generate a CSV report. Use when asked to rescore, rate, or triage open PRs.
git-memento-workflow
Use git-memento to initialize repository-level AI provider settings, create commits that attach AI session transcripts as git notes, and sync notes to remote. Trigger this skill when users ask to create or troubleshoot memento commits, configure providers (Codex or Claude), verify note attachment, or share notes with team remotes.
accessibility-guide
Use when planning, assessing, governing, or operating accessibility across web, mobile, desktop, documents, content, and service journeys. Triggers on WCAG version or level selection, applicable criteria, inclusive design, keyboard or assistive-technology evaluation, accessibility evidence, release gates, conformance claims, exceptions, remediation, monitoring, or exact-revision reassessment, even when the user doesn't say 'accessibility assurance'.
architecture-diagram-creator
Create comprehensive HTML architecture diagrams showing data flows, business objectives, features, technical architecture, and deployment. Use when users request system architecture, project documentation, high-level overviews, or technical specifications.
Agent Guardrail MCP Server
Action-level governance for AI agents -- control what they DO, not what they SAY
writ
Hybrid RAG knowledge retrieval service for AI coding rule enforcement. Replaces flat-file rule loading with graph-native retrieval via a five-stage pipeline (domain filter, BM25 keyword, ANN vector, graph traversal, RRF ranking). Rules are injected automatically into Claude's context via hooks -- no manual loading required. Activates on ALL software engineering tasks: code generation, code review, design, research, auditing, debugging, testing, planning, and architecture decisions. The knowledge base is always queried -- task complexity only determines the level of ceremony, not whether Writ activates.
meta-ads-analyzer
Provides expert-level analysis and diagnosis for Meta Ads campaigns. Use this skill to interpret performance data, identify root causes of issues, and generate actionable recommendations, with a special focus on correctly handling the 'Breakdown Effect'. Use when the user mentions Meta Ads analysis, campaign diagnosis, ad performance, CPA analysis, ROAS analysis, or asks to analyze exported data from Meta Ads Manager.
Scopeblind Mcp
Scan, protect, and monitor APIs from AI coding tools. Device-level rate limiting.
VMware Monitor
Read-only VMware vCenter/ESXi monitoring with 8 MCP tools. Code-level safety.
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accessibility-testing-expert
Expert guide for automated and manual Web Accessibility (a11y) testing â axe-core, Pa11y, Playwright a11y, screen reader testing, and WCAG 2.2 Level AA/AAA compliance / Panduan ahli pengujian aksesibilitas web.
awf-adaptive-language
Adjust terminology based on user technical level. Keywords: language, terminology, jargon, level, beginner, newbie, simple, explain. Reads technical_level from preferences.json and sets communication context.
3d-modeling
Expert 3D modeling specialist with deep knowledge of topology, UV mapping, game-ready and film-ready pipelines, DCC tool workflows (Blender, Maya, ZBrush, 3ds Max, Houdini), retopology, LOD systems, and export pipelines. This skill represents years of production experience distilled into actionable guidance. Use when "3d model, 3d modeling, mesh topology, uv unwrap, uv mapping, retopology, retopo, low poly, high poly, subdivision, subdiv, edge flow, edge loops, polygon modeling, box modeling, hard surface, organic modeling, sculpting, zbrush, blender modeling, maya modeling, 3ds max, LOD, level of detail, game ready mesh, film ready, baking normals, high to low, fbx export, gltf export, texel density, 3d, modeling, topology, uv, game-dev, vfx, blender, maya, zbrush, retopology, lod, hard-surface, organic, sculpting" mentioned.
token-saver-config
Configure and diagnose token-saver compression settings. Use when the user asks about adjusting compression levels, checking processor status, debugging hook issues, or reviewing savings statistics.
home-assistant-manager
Expert-level Home Assistant configuration management with efficient deployment workflows (git and rapid scp iteration), remote CLI access via SSH and hass-cli, automation verification protocols, log analysis, reload vs restart optimization, and comprehensive Lovelace dashboard management for tablet-optimized UIs. Includes template patterns, card types, debugging strategies, and real-world examples.
react:components
Converts Stitch designs into modular Vite and React components using system-level networking and AST-based validation.
changeset-validation
Validate changesets in openai-agents-js using LLM judgment against git diffs (including uncommitted local changes). Use when packages/ or .changeset/ are modified, or when verifying PR changeset compliance and bump level.
audit-plan
Structural audit of implementation plans â dependencies, data flow, ordering, stale artifacts. Runs BEFORE per-phase reviews to catch design-level issues early. Use when asked to 'audit the plan' or after /create-plan for plans with 3+ phases. Do NOT use for per-phase template checks â use /review-plan instead.
Check for rejected top-level fields
jq 'keys[] | select(. == "prd" or . == "tasks")' <path>
vgv-accessibility
Flutter accessibility auditing and remediation with WCAG 2.1 level selection (A, AA, AAA) across mobile, desktop, and web platforms. Use when building, auditing, or reviewing widgets for screen reader support, touch targets, focus management, color contrast, text scaling, or motion sensitivity. Begins by asking the WCAG conformance level and target platform(s) before applying level-appropriate, platform-aware criteria.
Self Awareness Game
Play self-awareness scenarios across 7 levels. 6,800+ coaching scenarios via MCP.
game-art-direction
Direct game art and creative vision. Turn GAME_DESIGN into a production-level ART_DIRECTION defining a recognizable visual style, camera and composition, world and character grammar, functional colour/light/material, HUD feedback, motion and transition specs, audio direction, and a signature moment for every screen and mode. Use for what should the game look like, set the art direction, define the visual style. 游æç¾æ¯ä¸åææ¹åãæ GAME_DESIGN 转æçå级 ART_DIRECTIONï¼å®ä¹å¯è¾¨è¯è§è§é£æ ¼ãé头æå¾ãä¸çä¸è§è²è¯æ³ãåè½æ§è²å æè´¨ãçé¢åé¦ãè¿å¨ä¸è½¬åºè§æ ¼ã声é³æ¹ååæ¯ä¸ªçé¢/模å¼çç¾å游ææ¶å»ãç¨äºå¤æ游æåºè¯¥é¿ä»ä¹æ ·ãå¶å®æ¸¸æç¾æ¯æ¹åçéæ±ã
excalidraw-skill
Programmatic canvas toolkit for creating, editing, and refining Excalidraw diagrams via MCP tools with real-time canvas sync. Use when an agent needs to (1) draw or lay out diagrams on a live canvas, (2) iteratively refine diagrams using describe_scene and get_canvas_screenshot to see its own work, (3) export/import .excalidraw files or PNG/SVG images, (4) save/restore canvas snapshots, (5) convert Mermaid to Excalidraw, or (6) perform element-level CRUD, alignment, distribution, grouping, duplication, and locking. Requires a running canvas server (EXPRESS_SERVER_URL, default http://localhost:3000).
whats-new-include-content-rules
Content rules and formatting standards for ASP.NET Core What's New include files. Use when creating or editing include files in aspnetcore/release-notes/*/includes/. Covers heading levels, xref API references, link formatting, phrasing style, breaking change designations, contributor acknowledgments, file naming, and exclusions. Use for: What's New include file, release notes include, xref format, include content rules, H3 heading level, relative link Microsoft Learn, include file naming convention.
learning-opportunity
Pause development to learn a concept at 3 levels of depth. Triggers when unfamiliar patterns, new frameworks, or complex concepts appear during development.
Completers
Completers wrap SamplingClient for convenient text generation. Two levels of abstraction: - **TokenCompleter** â low-level, returns tokens + logprobs - **MessageCompleter** â high-level, returns parsed Message objects
jDocmunch MCP
Section-level doc search for .md, .rst, .adoc, .ipynb, .html, .yaml, .json, and OpenAPI specs.
inventory_management
Database schema and business logic for inventory tracking including products, warehouses, and stock levels.
dflow
Build Solana trading applications combining DFlow trading APIs with Helius infrastructure. Covers spot swaps (imperative and declarative), prediction markets, real-time market streaming, Proof KYC, transaction submission via Sender, fee optimization, shred-level streaming via LaserStream, and wallet intelligence.
add-behavior-tree-node
Create behavior tree nodes for high-level mission logic and decision-making. Use when implementing actions, conditions, or decorators for behavior trees. Covers BT node types, registration, and integration with behavior executive.
CSV Data Profiler
Analyzes CSV datasets to produce column-level statistics, missing value reports, type inference, and data quality scores.