AI Ml AI agent skills

8,771 skills in the archive. Read a skill’s instructions or open its original repository.

• Agentmemory Hooks

  by @rohitg00

  The agentmemory plugin hooks that capture observations automatically across the agent session lifecycle. Use when explaining how memory gets captured without manual saves, when debugging missing observations, or when tuning what…

• Handoff

  by @rohitg00

  Resume the most recent agent session for the current working directory, leading with any unanswered question. Use when the user says "where were we", "resume", "handoff", "pick up where I left off", or starts a session with no…

• Remember

  by @rohitg00

  Save an insight, decision, or learning to agentmemory's long-term storage with searchable concept tags. Use when the user says "remember this", "save this", "note that", "don't forget", or wants to preserve knowledge for future…

• Agentmemory Rest Api

  by @rohitg00

  The agentmemory HTTP REST API surface, the primary protocol for talking to the memory server. Use when calling agentmemory over HTTP, when MCP is unavailable and you need a fallback, or when integrating a host that does not…

• Recap

  by @rohitg00

  Summarize the last N agent sessions for the current project, grouped by date, with highlight observations per session. Use when the user asks "recap", "what have we been doing", "today", "this week", or wants a rollup of recent…

• Commit History

  by @rohitg00

  List recent git commits linked to agent sessions, optionally filtered by branch or repo. Use when the user asks "show agent commits", "what has the agent shipped", "list linked commits", or wants commits with their session…

• Agentmemory Agents

  by @rohitg00

  How agentmemory wires into host coding agents via the connect command. Use when installing agentmemory into a specific agent, when asked which agents are supported, or when a connect adapter writes the wrong config path.

• Forget

  by @rohitg00

  Delete specific observations from agentmemory after showing them and getting explicit confirmation. Use when the user says "forget this", "delete memory", "remove that note", or wants to scrub specific data for privacy.

• Agentmemory Mcp Tools

  by @rohitg00

  Map of every agentmemory MCP tool, what each does, and its parameters. Use when choosing which memory tool to call, when a tool name or argument is unclear, or when answering what agentmemory can do via MCP.

• Agentmemory Config

  by @rohitg00

  agentmemory configuration, environment variables, ports, and feature flags. Use when enabling a feature, changing ports, setting an API key, configuring auth, or explaining why a feature is off by default.

• Session History

  by @rohitg00

  Show what happened in recent past sessions on this project as a clean timeline. Use when the user asks "what did we do last time", "session history", "past sessions", or wants an overview of previous work.

• Memory Discipline

  by @rohitg00

  The session loop that makes agentmemory pay off, recall before starting work, save at decision points, learn from corrections. Use when starting a nontrivial task, after settling a decision or debugging a gotcha, or whenever…

• Agentmemory Architecture

  by @rohitg00

  How agentmemory is built, the iii engine primitives it runs on, its storage model, ports, and the viewer. Use when reasoning about how memory is stored or retrieved end to end, when extending the system, or when answering how…

• Lesson

  by @rohitg00

  Save a correction or hard-won rule as a confidence-weighted lesson that resurfaces before similar work. Use when the user corrects your approach, says "learn this", "always" or "never do X", or you notice yourself repeating a…

• Write Agentmemory Skill

  by @rohitg00

  The house format and rules for writing or updating an agentmemory skill. Use when adding a new skill, restructuring an existing one, or reviewing a skill contribution for consistency.

• Desktop Brand Builder

  by @QwenLM

  Generate a branded Qwen Code desktop package from the Tauri desktop shell using a minimal brandId and logo. Use when the user wants a custom, white-label, or rebranded desktop client, installer, DMG/EXE/AppImage/deb, or…

• Agent Delegation

  by @QwenLM

  Reference for briefing a subagent or a fork — what to put in the prompt, what not to delegate, and a worked example. Load before writing a delegation prompt; the Agent tool's own description carries the launch rules and the…

• Batch Api

  by @QwenLM

  Prepare a many-file, single-turn transform (translate, rewrite, extract) as a plan and submit it to the asynchronous, half-price DashScope Batch API; results are delivered as new files hours later. Invoke explicitly with…

• Browser Use

  by @QwenLM

  Control the user's Chrome through the existing persistent Node REPL and the Qwen Browser SDK.

• Test Failure Explorer

  by @QwenLM

  Import and query an existing Vitest 3.2 JSON report to explore test failures, file-level errors and original diagnostic evidence.

• Repomix Explorer

  by @yamadashy

  Analyze or explore a codebase (remote or local repository) by packing it with the Repomix CLI, then reading and searching the generated output. Use when the user wants a high-level understanding of an unfamiliar or large repo,…

• Crush Hooks

  by @charmbracelet

  Use when the user wants to add, write, debug, or configure a Crush hook — gating or blocking tool calls, approving or rewriting tool input before execution, injecting context into tool results, or troubleshooting hook behavior…

• Jq

  by @charmbracelet

  Use when the user needs to query, filter, reshape, extract, create, or construct JSON data — including API responses, config files, log output, or any structured data — or when helping the user write or debug JSON transformations.

• Crush Config

  by @charmbracelet

  Use when the user needs help configuring Crush — writing crushrc (the Bash config format) or crush.json, setting up providers, models, LSPs, MCP servers, hooks, skills, permissions, or changing Crush behavior.

• Onboard

  by @alirezarezvani

  /cs:onboard — Founder interview that populates ~/.claude/company-context.md using the canonical 7-dimension cs-onboard schema. The first command to run when starting with c-level-agents. Use when setting up the virtual C-suite…

• Decide

  by @alirezarezvani

  /cs:decide <memo> — Log a decision to two-layer memory via decision-logger. Approved memo becomes durable; raw transcripts kept for reference. Use when the founder has approved a boardroom memo and the decision must become…

• Loop

  by @QwenLM

  Create a loop that runs a prompt now and follows up either on a fixed schedule or through self-paced wakeups. Usage - /loop check the build, /loop 5m check the build, /loop check the PR every 30m. /loop list to show jobs, /loop…

• Cua Driver

  by @QwenLM

  Drive a native GUI app (macOS, Windows, Linux) via the Qwen Cua Driver CLI (default) or MCP server; snapshot its accessibility tree, act through snapshot-bound element tokens, native menu paths, exact window geometry, or pixel…

• Review

  by @QwenLM

  Review changed code for correctness, security, code quality, and performance. Use when the user asks to review code changes, a PR, or specific files. Invoke with `/review`, `/review <pr-number>`, `/review <file-path>`, `/review…

• Dataviz

  by @QwenLM

  Design guidance for charts, graphs, dashboards, maps, and data visualizations, including a local palette validator.

• Computer Use

  by @QwenLM

  Control local desktop applications through Computer Use for tasks that require reading or operating app UI. Prefer purpose-built connectors, APIs, or CLIs when available.

• Goal Draft

  by @QwenLM

  Turn a fuzzy intention into a /goal objective the Goal verifier can actually judge - one outcome, numbered binary "Done when" checks that leave evidence in the transcript, guardrails, a budget, and a block protocol. Use when the…

• Workflow Authoring

  by @QwenLM

  Reference for writing a Workflow tool script (script API and gotchas, agent() options, pipeline() vs parallel(), verification and convergence patterns, resume, worked example). Load before authoring a script for a workflow the…

• Zvec Grep Install

  by @QwenLM

  Install zvec-grep (zg) and connect it to Qwen Code.

• Extension Creator

  by @QwenLM

  Create, scaffold, customize, validate, and locally test Qwen Code extensions. Use when the user wants a new Qwen Code extension, needs help choosing an extension template, wants to add QWEN.md context, commands, skills, agents,…

• Qc Helper

  by @QwenLM

  Answer any question about Qwen Code usage, features, configuration, and troubleshooting by referencing the official user documentation. Also helps users view or modify their settings.json. Invoke with `/qc-helper` followed by a…

• Simplify

  by @QwenLM

  Review recent code changes for reuse, code quality, and efficiency, then directly apply straightforward cleanup improvements. Use when the user wants a post-implementation cleanup pass, pre-PR polish, or asks to simplify/refine…

• Stuck

  by @QwenLM

  Diagnose frozen, stuck, or slow Qwen Code sessions on this machine. Scans for problematic processes, high CPU/memory usage, hung subprocesses, and debug logs. Use /stuck or /stuck <PID> to focus on a specific process.

• Coordinate

  by @QwenLM

  Coordinate a small team of Qwen Code teammates with enforced read-only workers, an optional worktree-pinned writer, shared tasks, peer messages, and existing Agent View tabs. Invoke explicitly with /coordinate.

• Batch

  by @QwenLM

  Execute batch operations on multiple files in parallel. Automatically discovers files, splits into chunks, and processes with parallel worker agents. Use `/batch` followed by operation and file pattern.

• Synonyms

  by @QwenLM

  Generate synonyms for words or phrases. Use this skill when the user needs alternative words with similar meanings, wants to expand vocabulary, or seeks varied expressions for writing.

• New App

  by @QwenLM

  Workflow for creating new applications from scratch. Covers requirements gathering, tech stack selection, scaffolding, implementation, and delivery of a functional prototype.

• Cloudflare Deploy

  by @openai

  Deploy applications and infrastructure to Cloudflare using Workers, Pages, and related platform services. Use when the user asks to deploy, host, publish, or set up a project on Cloudflare.

• Cmux Settings

  by @manaflow-ai

  View and edit cmux settings in ~/.config/cmux/cmux.json, including terminal, browser, Markdown, diff, notes, HTML, file preview, and sidebar-tool behavior. Use when the user wants to change cmux preferences, set a value by JSON…

• Adr Skill

  by @vercel

  Create and maintain Architecture Decision Records (ADRs) optimized for agentic coding workflows. Use when you need to propose, write, update, accept/reject, deprecate, or supersede an ADR; bootstrap an adr folder and index;…

• List Npm Package Content

  by @vercel

  List the contents of an npm package tarball before publishing. Use when the user wants to see what files are included in an npm bundle, verify package contents, or debug npm publish issues.

• Add Harness Package

  by @vercel

  Guide for adding new AI SDK harness packages. Use when creating a new @ai-sdk/harness-<name> package that adapts a coding-agent runtime to HarnessV1.

• Update Provider Models

  by @vercel

  Add new or remove obsolete model IDs for existing AI SDK providers. Use when adding a model to a provider, removing an obsolete model, or processing a list of model changes from an issue. Triggers on "add model", "remove model",…

• Develop Ai Functions Example

  by @vercel

  Develop examples for AI SDK functions. Use when creating, running, or modifying examples under examples/ai-functions/src to validate provider support, demonstrate features, or create test fixtures.

• Major Version Mode

  by @vercel

  Context for working on the next AI SDK major release. Only use when explicitly invoked by the user (e.g. via '/major-version-mode'). Do NOT trigger autonomously based on task content.

• Add Provider Package

  by @vercel

  Guide for adding first-party AI provider packages to the AI SDK. Use when creating a provider package under packages/ to integrate an external AI service.

• Update Harness Dependencies

  by @vercel

  Update the primary SDK dependencies of harness packages. Use when asked to update the harness SDKs or harness adapter dependencies.

• Add Function Examples

  by @vercel

  Guide for adding new AI function examples, for testing specific features against the actual provider APIs.

• Island Rescue

  by @vercel

  How to be rescued from a lonely island

• Capture Api Response Test Fixture

  by @vercel

  Capture API response test fixture.

• Openclaw Memory Tencentdb Setup

  by @TencentCloud

  用于在 OpenClaw 环境中安装、配置并验证 @tencentdb-agent-memory/memory-tencentdb 插件。当用户提到"安装记忆插件""配置 memory-tencentdb""开启长期记忆/召回"或出现相关报错时应触发。

• Setup Proxy

  by @TencentCloud

  交互式引导用户配置 AI Agent 接入 Memory Proxy（逐步探测、逐步验证）

• Chief Ai Officer Advisor

  by @alirezarezvani

  Chief AI Officer advisory for startups: model build-vs-buy decisions (API vs fine-tune vs in-house), AI risk classification under EU AI Act + US state patchwork, AI cost economics (API-to-self-hosted breakeven), and AI team org…

• Sequence Load

  by @anthropics

  Find leads matching criteria and bulk-add them to an Apollo outreach sequence. Handles enrichment, contact creation, deduplication, and enrollment in one flow.

• Create Stories

  by @Donchitos

  Break one epic into implementable stories embedding TR-ID, ADR guidance, acceptance criteria. Reads the control manifest. After /create-epics.

• Setup Engine

  by @Donchitos

  Configure engine and version. Pins it in CLAUDE.md; WebSearch fills reference docs when the version is beyond LLM training data.

• Claude Cookbooks

  by @2025Emma

  Claude AI cookbooks - code examples, tutorials, and best practices for using Claude API. Use when learning Claude API integration, building Claude-powered applications, or exploring Claude capabilities.

• Clean User Facing Text

  by @guillaumemeyer

  Clean and finalize authorized natural-language text intended for readers by auditing suspicious invisible Unicode and rewriting prose while preserving facts, meaning, and the writer's voice. Use when the user asks to clean,…

• Remove Ai Marks

  by @guillaumemeyer

  Remove multi-vendor AI provenance marks: invisible Unicode (Layer A), statistical text watermarks via rewrite (Layer B, always offer), and C2PA/EXIF/XMP/container metadata on PNG/JPEG/WebP/SVG/PDF/DOCX/ODT/HTML/MD/TEX. Covers…

• Develop Screenpipe Windows

  by @screenpipe

  Develop and test Screenpipe Windows-native changes on a disposable Azure VM created from the prepared Screenpipe Windows dev image. Use for Windows compiler, process, service, local API, desktop, capture, installer, or…

• Video Sop

  by @screenpipe

  Edit the attached Screenpipe video project, inspecting its real screenshots and preserving the source instructions.

• Release

  by @screenpipe

  Release the screenpipe monorepo. Bumps versions, triggers GitHub Actions for app, CLI, MCP, and JS packages.

• Screenpipe Workflow Discovery

  by @screenpipe

  Identify repeated work from recorded activity or starred examples and assess which steps could be automated.

• Screenpipe Customer Context

  by @screenpipe

  Reconstruct a customer relationship from recorded interactions before answering or drafting a response.

• Screenpipe Bug Report

  by @screenpipe

  Turn a recorded software failure into a reproducible bug report with timestamps and observed behavior.

• Screenpipe Project Handoff

  by @screenpipe

  Prepare an evidence-backed handoff with current state, relevant artifacts, blockers, and next actions.

• Screenpipe Interview Synthesis

  by @screenpipe

  Analyze one discovery interview for observed behavior, needs, workarounds, and unanswered questions.

• Screenpipe Process Guide

  by @screenpipe

  Convert a recorded or starred procedure into a reusable guide with verified steps and explicit gaps.

• Screenpipe Tauri

  by @screenpipe

  Add or change Tauri commands and TypeScript bindings in the screenpipe desktop app. Use when editing

• Screenpipe Commitment Review

  by @screenpipe

  Find explicit promises and deadlines in selected work history and reconcile their latest status.

• Screenpipe Writing Context

  by @screenpipe

  Recover facts and relevant examples from work history to support a requested piece of writing.

• Screenpipe Project Status

  by @screenpipe

  Summarize one project against its stated milestones using recent work and verified outcomes.

• Screenpipe Incident Timeline

  by @screenpipe

  Reconstruct a bounded incident timeline and separate observed events from suspected causes.

• Screenpipe Resume Work

  by @screenpipe

  Recover the last verified state of an interrupted task and identify the next useful action.

• Screenpipe Decision History

  by @screenpipe

  Trace why a decision was made, which alternatives were considered, and what changed later.

• Screenpipe Logs

  by @screenpipe

  Retrieve and analyze Screenpipe CLI backend logs and desktop app logs for debugging

• Screenpipe Health

  by @screenpipe

  Check Screenpipe health status, process state, and diagnose common issues

• Screenpipe Api

  by @screenpipe

  Query the user's local and synced-device data via the screenpipe REST API at localhost:3030 — recordings, audio, UI, meetings, connected services, and memory. Use for screen activity, other-device or cross-device history,…

• Render Html Report

  by @screenpipe

  Produce a human-facing visual report — a chart, dashboard, scorecard, or styled summary — that renders as a live page in the screenpipe viewer instead of plain text. Use when the task asks for a visual/graphical output rather…

• Screenpipe Cli

  by @screenpipe

  Set up and operate screenpipe from the terminal, including always-on recording, service modes, capture health, storage, local search, pipes, and connections. Use when the user asks to install, run, inspect, query, automate, or…

• Screenpipe Chats

  by @screenpipe

  Search what was said in existing screenpipe, Codex, Claude, Cursor, and Gemini CLI chats, then continue or steer one exact chat when the user explicitly asks. Use for requests about finding another agent conversation, recalling…

• Screenpipe Team

  by @screenpipe

  Use the native Screenpipe CLI to query Enterprise team activity or safely preview, deploy, and schedule managed team Pipes. Injected only by the Enterprise app for active admins.

• Screenpipe Workflow Maintenance

  by @screenpipe

  Review and save the user's workflow catalog from an enriched pipeline batch, using normal Screenpipe tools and source evidence.

• Screenpipe Focus Review

  by @screenpipe

  Review focus and context switching over a chosen period without inventing productivity scores.

• Screenpipe Shareable Recap

  by @screenpipe

  Create a shareable recap of selected Screenpipe activity while minimizing private details.

• Screenpipe Meeting Prep

  by @screenpipe

  Prepare for a specific upcoming meeting using verified identity and prior context.

• Screenpipe Meeting Follow Up

  by @screenpipe

  Capture decisions and commitments after a meeting and draft a concise follow-up.

• Screenpipe Recall

  by @screenpipe

  Find a past decision, document, or conversation in Screenpipe with source links.

• Screenpipe Durable Learning

  by @screenpipe

  Turn a verified correction or repeated workflow into a reusable local learning.

• Screenpipe Worklog

  by @screenpipe

  Reconstruct a daily or weekly worklog from observed activity and outcomes.

• Screenpipe Research Synthesis

  by @screenpipe

  Synthesize repeated themes from selected research conversations or notes.

• Neat Freak

  by @KKKKhazix

  Knowledge and governance closeout: reconcile project docs, rule files (CLAUDE.md/AGENTS.md), authorized agent memory, and workspace residue with what the code and runtime actually do, so the next session or the next person…

• Storage Analyzer

  by @KKKKhazix

  macOS / Windows 只读存储分析助手（自动识别系统）。扫描整机磁盘占用，找出 占空间大户，把每一项分成 可自动清理 / 需人工判断 / 谨慎清理 三级并给出 可执行处置方案，生成排版精美、可折叠、命令可一键复制的交互式 HTML 报告，并可 起本地服务在网页上一键删除（移废纸篓/直接删）。扫描全程只读。务必在以下场景 使用：用户说"存储分析""磁盘满了""C盘/硬盘满了""空间不够""清理空间"…

• Aihot

  by @KKKKhazix

  查询 AIHOT 的中文 AI 资讯、精选、当前热点和日报。用户询问今天或最近的 AI 新闻、AI 圈动态、大模型或产品发布、OpenAI／Anthropic／Google 最新消息、AI 论文、AI 日报、AIHOT 精选、当前最热事件，或需要同步当前全部精选时使用。必须通过 aihot.news 的匿名只读 API 获取当前数据，不凭训练记忆回答新闻；不需要 API Key 或 MCP server。

• Hv Analysis

  by @KKKKhazix

  横纵分析法（Horizontal-Vertical Analysis）深度研究Skill。由数字生命卡兹克提出，融合了索绪尔的历时-共时分析、社会科学的纵向-横截面研究设计、商学院案例研究法与竞争战略分析的核心思想。…