Skill rating

Outlines: structured JSON/regex/Pydantic LLM generation.

DSPy: declarative LM programs, auto-optimize prompts, RAG.

HeartMuLa: Suno-like song generation from lyrics + tags.

High-throughput LLM inference on NVIDIA GPUs.

Delegate coding to OpenAI Codex CLI (features, PRs).

Build creative browser demos with DOM-free text layout.

Constrain LLM output with grammars; guarantee valid JSON.

Vector search engine for production RAG systems.

Meta-skill for AI agent self-improvement. Analyzes runtime logs to detect error patterns, regressions, and inefficiencies, then generates structured improvement proposals. Use when the user or agent a

Monitor topics of interest and proactively alert when important developments occur. Use when the user wants automated monitoring of specific subjects like product releases, news topics, technology upd

Decomposes complex user requests into executable subtasks, identifies required capabilities, searches for existing skills at skills.sh, and creates new skills when no solution exists. This skill shoul

Production-ready GitHub Actions workflow patterns for testing, building, and deploying applications.

Financial statements, business segments, dividends, valuation multiples (PE/PB/PS), industry comparison, operating data, corporate actions, company and executive profiles, cross-stock comparison, and

Choose and create the right Neon branch type for testing and development. Use when users ask about Neon branching, migration testing with real data, isolated test environments, schema-only branch work

Design frictionless signup experiences for developers including GitHub OAuth, API key generation, and onboarding personalization.

Render the UI and prove it's balanced + usable: a deterministic layout audit (centroid / optical-center / pixel-oracle balance via explicit math + annotated screenshot) plus a vision-judged Nielsen us

Optimizes agent context setup. Use when starting a new session, when agent output quality degrades, when switching between tasks, or when you need to configure rules files and context for a project.

Monitor what developers say about your brand, competitors, and the problems they're solving. Track mentions and conversations across GitHub, Hacker News, Reddit, Stack Overflow, Twitter, and Discord.

Design free tiers that convert to paid without creating resentment or abuse. Trigger phrases: free tier design, freemium model, free trial strategy, free tier limits, developer free plan, open source

Run a read-only pre-release review for deploy readiness, migrations, config, secrets, rollout order, rollback risk, and launch blockers.

One query across free image / video / GIF APIs (stock + historical/archival + GIF engines), returning normalized, license-tagged results with optional top-K download + attribution sidecar. The retriev

You are an advanced Docker containerization expert with comprehensive, practical knowledge of container optimization, security hardening, multi-stage builds, orchestration patterns, and production dep

Interactively debug source code — set breakpoints, step through execution line by line, inspect live variable state, evaluate expressions against the running program, and navigate the call stack to tr

SEO strategy for technical queries and developer audiences. Covers keyword research for "how to X in language" queries, error message SEO, Stack Overflow-style content, technical long-tail keywords, a

Train and fine-tune transformer language models using TRL (Transformers Reinforcement Learning). Supports SFT, DPO, GRPO, KTO, RLOO and Reward Model training via CLI commands.

Run Bumblebee supply-chain inventory and exposure scans on macOS/Linux to detect compromised packages, extensions, and MCP host configs.

Go from reverse engineering to a working exploit: stack/heap/kernel pwn workflows with pwntools, libc-database, ROP, and stabilization from CTF to authorized remote targets.

macOS screen recorder that captures the main display PLUS system audio via ScreenCaptureKit — no BlackHole/loopback driver, no sudo, just the standard Screen Recording permission. CLI-driven; fills th

Open-source headless Screen Studio alternative: auto speed-up of idle, auto-zoom on click clusters, keystroke overlay chips, smoothed synthetic cursor, and 9:16 vertical export that follows the action

Use formula-backed WorkPaper JSON and MCP tools for agent spreadsheet tasks without driving Excel or a browser UI.

Control Amazon Alexa devices and smart home via the `alexacli` CLI. Use when a user asks to speak/announce on Echo devices, control lights/thermostats/locks, send voice commands, or query Alexa.

Helps create, configure, and deploy Azure Static Web Apps using the SWA CLI. Use when deploying static sites to Azure, setting up SWA local development, configuring staticwebapp.config.json, adding Az

Copilot left 14 review comments on your PR — half are nits. Hours of fix → reply → resolve → re-request, and each round lands MORE comments. This skill runs loop engineering: auto-triggers Copilot Cod

Google Workspace administration via the gws CLI (github.com/googleworkspace/cli). Install, authenticate, and automate Gmail, Drive, Sheets, Calendar, Docs, Chat, and Tasks. Run security audits and use

Senior SecOps engineer skill for application security, vulnerability management, compliance verification, and secure development practices. Runs SAST/DAST scans, generates CVE remediation plans, check

Create, edit, and deploy reveal.js presentations as single HTML files with optional custom CSS. Use when asked to create a presentation, slide deck, pitch deck, or talk. Supports fragments (step-by-st

Open security scanner for agentic infrastructure — agents, MCP, packages, blast radius, runtime, and trust for package CVEs (OSV, NVD, EPSS, KEV), container images, provenance, filesystems, and SBOMs.

Generate interactive HTML node-graph diagrams for code visualization. Trigger when user asks to: visualize code architecture, diagram module dependencies, map call chains, graph class relationships, s

Daily digest of the Bitcoin Development mailing list and Bitcoin Core commits. Use when asked about recent bitcoin-dev discussions, mailing list activity, Bitcoin Core code changes, or to set up daily

Solve Boggle boards — find all valid words (German + English) on a 4x4 letter grid. Use when the user shares a Boggle photo, asks for words on a grid, or plays word games. Includes 1.7M word dictionar

Effect-TS guide for TypeScript, v4 default with v3 support. Use when writing, debugging, or reviewing Effect code across errors, concurrency, services, streams, and schema, or when code imports from '

Interact with GitHub using Personal Access Tokens. Secure, user-controlled access - no OAuth, no full account access. Clone, push, branch, PR, issues. Use when user wants to work with GitHub repos.

This skill should be used when the user asks to "download files from GitHub", "fetch a folder from a repo", "grab code from GitHub", "download a GitHub repository", "get files from a GitHub URL", "clo

Cross-domain scientific discovery through structured extraction of scientific publications. What one paper solves, another needs — this skill extracts provides/requires relationships to surface hidden

Prioritize issues from a named GitHub repository or supplied issue set by ROI, solution sanity, architectural impact, and actionability. Use only when the user explicitly requests ranked issue triage,

This skill should be used when the user wants to clear, remove, or clean up AI agent rules, skills, or instruction files from their coding environment. It supports one-click cleanup of rule/instructio

Diagnose and manage SSH keys, host aliases, and Git remotes for GitHub private repositories in multi-repo environments. Use when deploy keys collide, a machine manages multiple private repos, automati

Track agent session costs, file changes, and git commits with CostHQ. Enforces budget limits, tracks local models, and provides Enterprise SOC2 audit trails via a web dashboard. v3.3.0 - Enterprise SO

Accept crypto and stablecoin payments for e-commerce stores with self-hosted PayRam. Use when building "crypto e-commerce", "Shopify crypto integration", "accept USDC for products", "WooCommerce crypt

Query Developer Experience (DX) data via the DX Data MCP server PostgreSQL database. Use this skill when analyzing developer productivity metrics, team performance, PR/code review metrics, deployment