build-and-profiling
Build dependency chains, rebuild sequences, profiling with MCP, and Analysis MCP server setup for Verter
agent-repo-init
One-click initialization of a multi-agent repository from the Antigravity template. Use this skill when users want to scaffold a new project quickly (`quick` mode) or with runtime defaults (`full` mode) including LLM provider profile, MCP toggle, swarm preference context, sandbox type, and optional git init.
javaperf
Java profiling MCP via jcmd/jfr/jps. Diagnose performance, analyze threads, inspect JFR recordings.
ScrapeBadger
Twitter/X scraping API for AI agents. Get profiles, tweets, trends, and more.
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.
Pagerunner — Authenticated Chrome for AI Agents
Real Chrome profiles for AI agents — already logged in, PII anonymization, encrypted, multi-session
app-store-connect-api
Guide for implementing Apple App Store Connect API integrations. Use when: (1) Building API clients to manage certificates, provisioning profiles, bundle IDs, or devices, (2) Implementing JWT authentication for App Store Connect, (3) Understanding API request/response patterns and error handling, (4) Working with TestFlight builds, beta groups, or app submissions, (5) Discovering available endpoints, schemas, or capabilities via the OpenAPI spec. Includes scripts for fetching and analyzing Apple's official OpenAPI specification.
Io.Github.0xbrainkid/Agentfolio
Query AI agent profiles, trust scores, verifications, and marketplace jobs on AgentFolio.
fory-performance-optimization
Run profile-driven bottleneck optimization across Apache Fory implementations (Java, C++, Python/Cython, Go, Rust, Swift, C#, JavaScript/TypeScript, Dart, Kotlin, Scala). Use when improving serialize/deserialize throughput or latency, recovering regressions against a reference commit, diagnosing flamegraphs, fixing perf-related CI failures, or porting proven optimizations across languages without protocol or API regressions.
admet-prediction
Predict comprehensive ADMET (Absorption, Distribution, Metabolism, Excretion, Toxicity) properties for drug candidate molecules using GraphMVP ensemble models. Use this skill when: (1) Predicting blood-brain barrier penetration, (2) Assessing side effect profiles, (3) Estimating Caco-2 permeability, half-life, or LD50 toxicity, (4) Evaluating drug-likeness and safety of molecules.
Noteit Mcp
MCP server for AI agent profiles and smart notes. 60+ coding prompt packs with expert personas.
ad-hoc-profile-load
Load an agent profile on demand to adopt a specific role for the current session. Applies the profile's identity, governance scope, boundaries, and initialization declaration without requiring a running mission. Triggers: "act as the architect", "load the reviewer profile", "switch to implementer", "use the researcher persona", "start a session as planner", "adopt the curator role", "initialize profile", "assume the designer identity". Does NOT handle: mission advancement (use runtime-next), constitution interview/generation (use constitution-doctrine), or profile creation (use spec-kitty agent profile create).
magpie
Performs GPU kernel correctness and performance evaluation and LLM inference benchmarking with Magpie. Analyzes single or multiple kernels (HIP/CUDA/PyTorch), compares kernel implementations, runs vLLM/SGLang benchmarks with profiling and TraceLens, and runs gap analysis on torch traces. Creates kernel config YAMLs, discovers kernels in a project, and queries GPU specs. Use when the user mentions Magpie, kernel analyze or compare, HIP/CUDA kernel evaluation, vLLM/SGLang benchmark, gap analysis, TraceLens, creating kernel configs, or discovering GPU kernels.
ccs-delegation
Auto-activate CCS CLI delegation for deterministic tasks. Parses user input, auto-selects optimal profile (glm/kimi/custom) from ~/.ccs/config.json, enhances prompts with context, executes via `ccs {profile} -p "task"` or `ccs {profile}:continue`, and reports results. Triggers on "use ccs [task]" patterns, typo/test/refactor keywords. Excludes complex architecture, security-critical code, performance optimization, breaking changes.
debug-with-valgrind
Debug crashes, segfaults, and memory errors using valgrind integration with nextest through pre-configured profiles
conversation-log
Technical conversation log with factual accuracy and precision tailored specifically for DEVELOPER and ENGINEER profiles. Provides systematic guidance for capturing decisions, outcomes, and next steps. Use when user asks to create technical conversation logs for reviews, architecture discussions, or implementation sessions.
Manage Repositories
You manage repository profiles using the `files_*` tools with the `repos/` URI prefix. Repository data is stored as YAML files in `~/.open-walnut/repositories/`.
Uniprof
Universal CPU profiler designed for humans and AI agents
Io.Github.Testinat0r/Otp Ojp
Validate, introspect, and parse talent profiles (OTP) and job postings (OJP)
qubitsok — Quantum Computing Jobs, Papers & Researchers
Quantum computing jobs, arXiv papers & researcher profiles from qubitsok.com
mcp-apps
Build MCP Apps - interactive HTML UIs rendered in chat via the MCP Apps Extension (SEP-1865). Use when creating MCP tools that need rich UI beyond text, adding interactive forms/visualizations to MCP servers, configuring structuredContent for UI data passing, or debugging MCP UI rendering issues. Keywords: MCP Apps, SEP-1865, ui://, text/html;profile=mcp-app, structuredContent, postMessage, registerTool _meta.
developing-with-fortify
Laravel Fortify headless authentication backend development. Activate when implementing authentication features including login, registration, password reset, email verification, two-factor authentication (2FA/TOTP), profile updates, headless auth, authentication scaffolding, or auth guards in Laravel applications.
analytics-diagnostic-method
The spine of analytics investigation. Use whenever interpreting analytics numbers, answering "why did X change", reading funnels, comparing cohorts, or presenting findings. Teaches a five-step method (load profile, frame the question, build a MECE hypothesis tree, triangulate, present with Pyramid Principle), how to separate signal from noise, and how to spot Simpson's paradox before it misleads you.
enapter-blueprint
Enapter Blueprint skill covering Lua script, manifest, profiles, publishing to Marketplace. Use for any Enapter Blueprint development task.
oracle-apex-export
Use to guide or execute Oracle APEX 24.2 export/snapshot work with SQLcl, distinguishing official snapshots, temporary read-only exports, App Builder fallback, and Git publication according to the project profile.
fast-mlx
Optimize MLX code for performance and memory. Use when asked to implement or speed up MLX models or algorithms, reduce latency/throughput bottlenecks, tune lazy evaluation, type promotion, fast ops, compilation, memory use, or profiling.
job-hunter
This skill should be used when the user asks to "find jobs", "search for jobs matching my expectations", "find the best job matching my expectation", "job hunt", "search job platforms", "match jobs to my profile", "find AI engineer jobs", "find ML engineer jobs", "search for senior software engineer roles", "find jobs with visa sponsorship", or mentions job hunting, job matching, career search, or job platform scraping.
add-benchmark
Guide for adding a new benchmark or training environment to NeMo-Gym. Use when the user asks to add, create, or integrate a benchmark, evaluation, training environment, or resources server into NeMo-Gym. Also use when wrapping an existing 3rd-party benchmark library. Covers the full workflow: data preparation, resources server implementation, agent wiring, YAML config, testing, and reward profiling (baselining). Triggered by: "add benchmark", "new resources server", "integrate benchmark", "wrap benchmark", "add training environment", "add eval".
cortex
Persistent memory and cognitive profiling for Claude Code
Io.Github.ConnorBritain/Mssql
MCP server for Microsoft SQL Server — schema discovery, profiling, safe writes, and DDL
golang-benchmark
Golang benchmarking, profiling, and performance measurement. Use when writing, running, or comparing Go benchmarks, profiling hot paths with pprof, interpreting CPU/memory/trace profiles, analyzing results with benchstat, setting up CI benchmark regression detection, or investigating production performance with Prometheus runtime metrics. Also use when the developer needs deep analysis on a specific performance indicator - this skill provides the measurement methodology, while golang-performance provides the optimization patterns.
CSV Data Profiler
Analyzes CSV datasets to produce column-level statistics, missing value reports, type inference, and data quality scores.
Crypto & Stock Market Data (Node.js)
No API KEY needed for free tier. Professional-grade cryptocurrency and stock market data integration for real-time prices, company profiles, and global analytics. Powered by Node.js with zero external dependencies.
Io.Github.ConnorBritain/Mssql Reader
Read-only MCP server for Microsoft SQL Server — schema discovery, profiling, safe querying
brand-pptx
Brand-aware PowerPoint engine. Use to (1) EXTRACT a company's brand from a .pptx template into a reusable "Brand Profile", (2) COMPREHEND the template with the model (optional), (3) VERIFY it, (4) GENERATE a new on-brand .pptx from an IntermediateDocument. Trigger on "extract our brand", "use our deck template", "generate a branded deck from our profile", or when a ./brand-kit exists. For one-off slide edits with no saved brand profile, use the normal pptx skill instead. NOT for .docx (brand-docx), .xlsx (brand-xlsx), or PDFs.
xhs-cli Skill
A CLI tool for interacting with Xiaohongshu (å°çº¢ä¹¦). Use it to search notes, read details, browse user profiles, and perform interactions like liking, favoriting, and commenting.
add-model
Add a new AI model to the Pipelex inference system. Guides through all required steps: backend TOML configuration (OpenAI, Azure, Anthropic, Google, etc.), kit sync, test profile collections, and fixture regeneration. Use when the user says "add a model", "add GPT-X", "add Claude X", "new model", "register a model", "add Gemini X", "support model X", "add model to backend", or any variation of introducing a new AI model to the inference configuration. Also use when the user mentions a model name that doesn't exist in the backend configs yet and wants to add it.
responsecache-development
Cache entire HTTP responses using spatie/laravel-responsecache, including standard caching, flexible (stale-while-revalidate) caching, cache profiles, replacers, and selective cache clearing.
amazon-buy-box-monitor-api-skill
This skill helps users extract basic product details other sellers prices and seller ratings from Amazon via ASIN automatically using the BrowserAct API. Agent should proactively apply this skill when users express needs like query Amazon buy box information, monitor Amazon product prices, extract Amazon product details by ASIN, check other sellers prices on Amazon, get Amazon seller ratings and feedback count, monitor buy box ownership for a specific ASIN, track Amazon fulfillment methods for competitors, compare Amazon product prices across different sellers, retrieve Amazon buy box availability status, analyze Amazon seller profile details.
Io.Github.TrackingTime/Mcp Server
TrackingTime MCP server for profile, events, users, projects, tasks, customers, and services.
ncu-cuda-profiling
Automated NCU (Nsight Compute) profiling workflow with full metrics collection and persistent storage
aa-audit
When the user wants to audit Adobe Analytics data for a property. Also use when the user mentions 'AA audit,' 'Adobe Analytics audit,' 'AA performance profile,' or 'AA traffic analysis.' Runs a Python script against the AA 2.0 Reporting API, interprets the JSON output, and produces a structured performance-profile.md context file (.claude/context/ L1). Single agent, no depth flag. Works with any AA implementation given a client config file.
Io.Github.DigitalDefiance/Ts Mcp Debugger
Enterprise debugging for Node.js/TypeScript with 25+ tools: breakpoints, profiling, hang detection
Nansen
Blockchain analytics API for AI agents. Smart Money signals, wallet profiling, token analytics.
unity-cli-command
Interact with the Unity Editor through structured framework commands. Use when the user wants to: create/find/modify/destroy GameObjects, add/remove/inspect components, move/rotate/scale transforms, manage scenes (open/save/list), take screenshots, control play mode, manage materials and prefabs, profile performance, query the scene hierarchy, trigger asset refresh/recompile after writing C# files, or perform any structured Unity Editor operation. This skill should be preferred over raw C# code execution. Also triggers on: "list commands", "what commands are available", "session", "selection", "project command", "refresh", "recompile".
Io.Github.ByPawel/Tachibot Mcp
Multi-model AI orchestration with 31 tools, YAML workflows, and 5 token-optimized profiles.
design-dna
Extract, define, and apply design DNA across three dimensions: design system (tokens), design style (qualitative feel), and visual effects (Canvas, WebGL, 3D, particles, shaders, scroll effects, etc.). Use this skill when: (1) a user wants to see the full 3-dimension design structure/schema, (2) a user provides images, screenshots, or URLs of reference designs and wants them analyzed into a structured JSON profile covering all three dimensions, (3) a user has a Design DNA JSON and content and wants a design generated from it, or (4) any combination of these phases. Triggers on "design DNA", "extract design style", "analyze design", "design tokens from reference", "generate design from JSON", "design system from screenshot", "design profile", "style guide JSON", "visual effects analysis", "design with effects", "3d design analysis".
pyroscope-dotnet
Summarize an upstream merge PR with diff overview and profiler-related commit log
opentwitter
Twitter/X data via the 6551 API. Supports user profiles, tweet search, user tweets, follower events, deleted tweets, and KOL followers.
Norvstar — Professional Identity MCP Server
Query professional profiles, search candidates, and get AI-powered summaries and job fit analysis.