Skills

C

cli-models

cheaper-inference / omniroute

Query available AI models, list model aliases, and browse the full model catalog from the CLI. Filter by provider, search by capability, and resolve model name variants.

D

dial-your-context

sanity-io / context

Interactive session to create Instructions field content for the Sanity Context MCP server. Use this skill whenever users mention tuning agent context, improving agent responses to Sanity data, configuring MCP instructions, setting up content filters, or when their agent gives wrong results from Sanity queries. Also trigger when users say their agent is confused about schema relationships, needs data-specific guidance, or wants to optimize which content their agent can access.

P

pr-improver

trailofbits / skills

Runs an autonomous review-and-fix improvement loop over the current branch's changes until a PR review comes back clean, scoped mechanically to the directories the branch touched. Reviews are performed by an installed PR-review skill (default: pr-review-toolkit's review-pr). Use to fix review findings on a branch before opening or updating a pull request ('clean up this branch', 'fix this PR until review passes', 'run review-and-fix on my changes'). NOT for a one-time review — run the PR-review skill directly.

S

self-improving-agent

alirezarezvani / claude-skills

Curate the agent’s own memory into durable project knowledge. Reviews Claude Code auto-memory (MEMORY.md and its topic files) for learnings worth keeping, promotes proven ones into CLAUDE.md or .claude/rules/, records a correction as a lesson that persists across sessions, prunes stale or duplicate entries, and turns a recurring fix into a reusable skill. Use whenever the user asks what you have learned or saved about the project, which memories should become permanent rules, to remember a lesson or stop repeating a mistake, or to clean up, audit or check the health of memory.

C

create-assistant

vapiai / skills

Design, create, or validate saved and transient Vapi voice assistants. Use for new phone or web agents, production system prompts and first messages, saved-versus-transient architecture, model/voice/transcriber selection, multilingual compatibility, existing tool attachment, native call-control tools, assistant hooks, and Create Assistant API validation errors.

C

customize

anthropics / defending-code-reference-harness

Adapt this C/C++ ASAN vulnerability pipeline to a different vulnerability class, target shape, language, or detection mechanism. Use when the user wants to port, migrate, retarget, customize, or fork the pipeline for something other than C/C++ memory-safety bugs — web apps, smart contracts, deserialization, ML systems, or any other domain.

S

skill-creator

aiskillstore / marketplace

Create or update a Codex skill with appropriately scoped instructions and any needed supporting resources.

C

cs-note

codestable / codestable

Add a short attention rule. Trigger: a one- or two-line, long-term project rule that must be known in every session. Use cs-keep for detailed experience and cs-domain for structural decisions.

O

omni-compression

cheaper-inference / omniroute

Configure RTK (command output), Caveman (prose), and stacked compression modes. Manage language packs, custom rules, and test prompt compression reducing tokens by 60–90%.

M

memory-management

aaron-he-zhu / aaron-marketing-skills

Use when the user asks to "remember project context", review saved findings, initialize runtime memory, archive stale work, reconcile notes, or erase a subject; manages authorized HOT/WARM/COLD working memory across all disciplines while preserving registry event ownership and privacy controls. Not for changing canonical registry facts - route those through the owning registry. 项目记忆/跨会话

C

caveman

shawnchee / caveman-skill

Token-saving terse mode — no filler, no narration, just results. Use when the user asks for caveman mode, terse or concise answers, fewer tokens, or less verbosity

O

omni-settings

cheaper-inference / omniroute

Read and update global application settings: system prompts, thinking budget, IP filters, payload rules, combo defaults, and require-login configuration.

D

deep-interview

devbrother2024 / skills

모호한 요청을 소크라테스식 질문으로 인터뷰해 실행 가능한 요구사항으로 정리한다. 사용자가 deep-interview, 심층 인터뷰, 요구사항 명확화, 생각 정리를 요청하거나 목표, 범위, 제약, 완료 기준이 흐릿할 때 사용한다. 요청이 이미 구체적이거나 단순 오타, 작은 설정 변경, 테스트 보강처럼 물을 가치가 낮은 작업에는 사용하지 않는다.

G

gws-install

jezweb / claude-skills

Quick install of the Google Workspace CLI (gws) on an additional machine using existing OAuth credentials. Requires client_secret.json from a previous gws-setup. Use whenever the user wants to install gws on a new computer, reinstall after a fresh OS, configure a second workstation, or says 'install gws', 'gws on new machine', 'set up gws again'.

J

javascript-sdk

inference-sh / skills

JavaScript/TypeScript SDK for inference.sh - run AI apps, build agents, integrate with all models. Package: @inferencesh/sdk (npm install). Full TypeScript support, streaming, file uploads. Build agents with template or ad-hoc patterns, tool builder API, skills, human approval. Use for: JavaScript integration, TypeScript, Node.js, React, Next.js, frontend apps. Triggers: javascript sdk, typescript sdk, npm install, node.js api, js client, react ai, next.js ai, frontend sdk, @inferencesh/sdk, typescript agent, browser sdk, js integration

P

python-sdk

inference-sh / skills

Python SDK for inference.sh - run AI apps, build agents, and integrate with all models. Package: inferencesh (pip install inferencesh). Supports sync/async, streaming, file uploads. Build agents with template or ad-hoc patterns, tool builder API, skills, and human approval. Use for: Python integration, AI apps, agent development, RAG pipelines, automation. Triggers: python sdk, inferencesh, pip install, python api, python client, async inference, python agent, tool builder python, programmatic ai, python integration, sdk python

I

inline-plan-dev

sentimony / skills

You MUST use this when executing an existing implementation plan directly in the current agent session, including resuming interrupted execution. Covers task-by-task implementation, plan drift, and verification. Not for subagent-driven execution.

S

subagent-plan-dev

sentimony / skills

You MUST use this when executing an existing implementation plan through coordinated subagents, including resuming interrupted orchestration. Covers task delegation, review, verification, and integration. Not for inline plan execution or unrelated parallel investigations.

F

fusion-rules

equinor / fusion-skills

Entrypoint for AI coding assistant rule authoring across GitHub Copilot, Cursor, and Claude Code. USE FOR: setting up rules, reviewing existing rules, scaffolding instruction files, or asking which editor format to use. DO NOT USE FOR: authoring skills (SKILL.md), agent definitions (.agent.md), or CI enforcement of rule files.

V

verification-gate

sentimony / skills

You MUST use this when work is about to be called complete, done, fixed, ready, or mergeable - before a completion claim, a merge or pull request, a branch finish, or a handoff report.

K

karpathy-coder

alirezarezvani / claude-skills

Use when writing, reviewing, or committing code to enforce Karpathy's 4 coding principles — surface assumptions before coding, keep it simple, make surgical changes, define verifiable goals. Triggers on "review my diff", "check complexity", "am I overcomplicating this", "karpathy check", "before I commit", or any code quality concern where the LLM might be overcoding.

S

skybridge

alpic-ai / skybridge

Guide developers through creating and updating ChatGPT plugins and MCP Apps. Covers the full lifecycle: brainstorming ideas against UX guidelines, bootstrapping projects, implementing tools/views, debugging, running dev servers, deploying and connecting them to ChatGPT. Use when a user wants to create or update a ChatGPT plugin, MCP App, MCP server or use the Skybridge framework.

R

recover

boshu2 / agentops

Recover session context. Triggers: "recover", "recover session context.", "recover skill".

A

agent-evaluation

mlflow / skills

Use this when you need to EVALUATE OR IMPROVE or OPTIMIZE an existing LLM agent's output quality - including improving tool selection accuracy, answer quality, reducing costs, or fixing issues where the agent gives wrong/incomplete responses. Evaluates agents systematically using MLflow evaluation with datasets, scorers, and tracing. IMPORTANT - Always also load the instrumenting-with-mlflow-tracing skill before starting any work. Covers end-to-end evaluation workflow or individual components (tracing setup, dataset creation, scorer definition, evaluation execution)

C

catalyst-zoho-mcp

catalystbyzoho / agent-skills

Catalyst Zoho MCP — manage Catalyst infrastructure (tables, buckets, cache) via CatalystbyZoho_* MCP tools using natural language. Trigger on 'Zoho MCP', 'MCP tools', 'catalyst MCP', 'CatalystbyZoho', 'create table with AI', 'MCP setup', 'MCP config', 'global MCP server', 'infrastructure as conversation', 'MCP first', 'avoid Catalyst console', or 'use MCP instead of console'.

Use only after the user explicitly asks for cmux Computer Use through the cmux-cua skill: drive real macOS apps from a cmux agent session via the bundled engine (accessibility tree + screenshots, click/type/scroll/drag, branded cursor), or explain its user-directed permission setup. Reading or discovering this skill is not consent.

W

writing-plans

jnmetacode / superpowers-zh

Use when you have specifications or requirements for a multi-step task, before writing any code

C

concise-planning

sickn33 / agentic-awesome-skills

Use when a user asks for a plan for a coding task, to generate a clear, actionable, and atomic checklist

I

instrumenting-with-mlflow-tracing

mlflow / skills

Add or repair MLflow tracing in Python or TypeScript applications, including tracing required for evaluation. Covers framework autologging, custom spans, backend setup, and persisted trace verification

C

config-codex-cli

cheaper-inference / omniroute

Step-by-step agent workflow to configure the OpenAI Codex CLI on any machine (Linux, macOS, Windows) to use OmniRoute as an OpenAI-compatible backend. Detects OS and shell, writes config.toml and 7 named profiles, sets environment variables, and verifies the setup.

C

cyrus-setup-github

cyrusagents / cyrus

Configure GitHub for Cyrus — gh CLI login and git config for PRs, with optional webhook setup to enable @mention responses in PR comments, automated rebases and merges, and auto-fixing based on CI failures (coming soon)

C

cli-mcp

cheaper-inference / omniroute

Inspect the MCP server status, list registered tools and scopes, run tool invocations, and manage MCP audit logs from the CLI.

Q

qiaomu-opencli-browser

joeseesun / qiaomu-opencli-skills

Make websites accessible for AI agents. Navigate, click, type, extract, wait — using Chrome with existing login sessions. No LLM API key needed.

A

agents-best-practices

denissergeevitch / agents-best-practices

Use this skill when designing, generating an MVP blueprint for, auditing, troubleshooting, refactoring, or explaining an agentic harness for any domain. Covers provider-neutral agent architecture for OpenAI, Anthropic, and OpenAI-compatible APIs: agent loops, tool design, record provenance, interactive presentation, user-memory lifecycles, environment-adaptive tools, speculative tool execution, late-bound capabilities, permissions, system prompts, planning, goals, always-on agents and durable runtime, adaptive agent teams, context compaction, memory, skills, MCP/external connectors, public-board communications, realtime voice agents, hardware agents and board deployment, self-refining recursive harnesses, programmable context, continual refinement, observability, evals, prompt caching, agent-legible environments, feedback loops, and safety.

O

omni-context-rtk

cheaper-inference / omniroute

Configure RTK filters, context engineering rules, and context relay settings. Test compression with real prompt samples and manage context transformation pipelines.

M

markdown-token-optimizer

microsoft / azure-skills

Official agent plugin providing skills and MCP server configurations for Azure scenarios

R

realtime

elevenlabs / skills

Use ElevenLabs Realtime models (`eleven_realtime_v1_mini`, `eleven_realtime_v1_max`), the low-latency models built for voice conversation. Use when the user wants to create an ElevenAgents agent on a Realtime model or switch an existing agent's Voice mode to Realtime, set `conversation_config.realtime_model`, choose between Realtime Mini and Max, or debug a Realtime agent that won't publish or transfer. Also use when migrating a voice app built on OpenAI's Realtime API and SDK (`@openai/agents-realtime`, `gpt-realtime`) to the OpenAI-compatible ElevenLabs Realtime API, including the `client_secrets` mint, the WebSocket transport, and audio after leaving WebRTC (closes with 4001/4003, no audio). Not for choosing an agent's LLM or TTS model in Custom mode, Scribe realtime speech-to-text, or migrating Chat Completions or Responses API text calls.

Trae-optimized PUA high-agency governance skill for npx skills installs. Use only for explicit PUA requests, repeated failures, user frustration, giving-up/passive behavior, or unverified completion. Do not trigger for normal first-attempt tasks.

C

cli-chat

cheaper-inference / omniroute

Send chat completions, stream responses, and start an interactive REPL session from the CLI. Supports all OmniRoute providers, combo routing, and system prompt configuration.

C

conversation-memory

davila7 / claude-code-templates

Persistent memory systems for LLM conversations, including short-term, long-term, and entity-based memory. Use when: conversation memory, remember, memory persistence, long-term memory, chat history

C

cyrus-setup-prerequisites

cyrusagents / cyrus

Check and install prerequisites for Cyrus: Node.js, jq, gh CLI, and the cyrus-ai npm package.

L

leanspec

codervisor / leanspec

The spec-coding methodology for AI-assisted development. Use when planning features, creating/refining/implementing/verifying specs, or organising a project. Works with whatever spec backend your team already uses — local markdown, GitHub Issues, Azure DevOps, Jira — by delegating platform-specific details to a LeanSpec adapter.

A

ai-automation-workflows

inference-sh / skills

Build automated AI workflows combining multiple models and services. Patterns: batch processing, scheduled tasks, event-driven pipelines, agent loops. Tools: inference.sh CLI, bash scripting, Python SDK, webhook integration. Use for: content automation, data processing, monitoring, scheduled generation. Triggers: ai automation, workflow automation, batch processing, ai pipeline, automated content, scheduled ai, ai cron, ai batch job, automated generation, ai workflow, content at scale, automation script, ai orchestration

B

bailian-model-recommend

modelstudioai / skills

Model selection and recommendations for Alibaba Cloud Bailian. Activate when the user needs to select, recommend, or compare models, or describes an AI scenario or feature requirement that implies they need help deciding which model to use. The core intent is to help the user make a decision, not simply look up information. Trigger phrases: recommend a model, which one to choose, which is suitable, compare, build an XX, implement XX functionality, which model should I use, or a solution for an XX scenario. When the user asks about both model information and model selection, prioritize this skill; it reads model data internally to make recommendations.

F

flywheel

boshu2 / agentops

Check knowledge flywheel health. Triggers: "flywheel", "check knowledge flywheel health.", "flywheel skill".

O

omni-cli-tools

cheaper-inference / omniroute

Manage CLI tool integrations exposed via the API. List, configure, and invoke CLI tool plugins that extend OmniRoute's automation surface.

P

prompt-engineering

inference-sh / skills

Master prompt engineering for AI models: LLMs, image generators, video models. Techniques: chain-of-thought, few-shot, system prompts, negative prompts. Models: Claude, GPT-4, Gemini, FLUX, Veo, Stable Diffusion prompting. Use for: better AI outputs, consistent results, complex tasks, optimization. Triggers: prompt engineering, how to prompt, better prompts, prompt tips, prompting guide, llm prompting, image prompt, ai prompting, prompt optimization, prompt template, prompt structure, effective prompts, prompt techniques

C

cli-plugins-skills

cheaper-inference / omniroute

Manage Omni Skills (list, install, test, remove), plugins (create, configure), and persistent memory (search, add, clear) from the CLI.

D

deepinit

yeachan-heo / oh-my-claudecode

Deep codebase initialization with hierarchical AGENTS.md documentation

W

wordspace

frames-engineering / skills

CLI for bootstrapping and managing wordspace projects

C

cli-compression

cheaper-inference / omniroute

Configure and test prompt compression from the CLI. Manage RTK filters, Caveman rules, stacked compression modes, and preview compression output with real prompts.

C

configuring-dbt-mcp-server

dbt-labs / dbt-agent-skills

Generates MCP server configuration JSON, resolves authentication setup, and validates server connectivity for dbt. Use when setting up, configuring, or troubleshooting the dbt MCP server for AI tools like Claude Desktop, Claude Code, Cursor, or VS Code.

D

daily-news-report

sickn33 / agentic-awesome-skills

Scrapes content based on a preset URL list, filters high-quality technical information, and generates daily Markdown reports

P

postplus-shared

postplusai / postplus-skills

Shared rules, routing preferences, execution boundaries, and workflow references for released PostPlus skills. Use this before any PostPlus skill that mentions shared public skill rules, research preferences, product-selection preferences, source-of-truth files, TikTok music workflow, ads workflow, or user guidance.

O

omni-agents-a2a

cheaper-inference / omniroute

Interact with OmniRoute via JSON-RPC 2.0 agent-to-agent protocol. 6 built-in A2A skills: smart-routing, quota-management, provider-discovery, cost-analysis, health-report, list-capabilities.

No description yet

C

cli-contexts

cheaper-inference / omniroute

Manage context engineering configurations, RTK filter sets, and conversation sessions from the CLI. Apply context-relay settings and inspect active context pipelines.

L

llm-models

inference-sh / skills

Access Claude, Gemini, Kimi, GLM and 100+ LLMs via inference.sh CLI using OpenRouter. Models: Claude Opus 4.5, Claude Sonnet 4.5, Claude Haiku 4.5, Gemini 3 Pro, Kimi K2, GLM-4.6, Intellect 3. One API for all models with automatic fallback and cost optimization. Use for: AI assistants, code generation, reasoning, agents, chat, content generation. Triggers: claude api, openrouter, llm api, claude sonnet, claude opus, gemini api, kimi, language model, gpt alternative, anthropic api, ai model api, llm access, chat api, claude alternative, openai alternative

Q

qiaomu-opencli-usage

joeseesun / qiaomu-opencli-skills

Use when running OpenCLI commands to interact with websites (Bilibili, Twitter, Reddit, Xiaohongshu, etc.), desktop apps (Cursor, Notion), or public APIs (HackerNews, arXiv). Covers installation, command reference, and output formats for 79+ adapters.

M

mem-setup

thedotmack / claude-mem

This skill should be used when the user asks to "set up claude-mem", "pair claude-mem", "connect cmem", "add my cmem key", "set up cloud sync in Cowork", or provides cmem.ai Connect values (sync token, user id, SyncHub URL) for this plugin. Configures the claude-mem-cowork plugin credentials.