Skills tagged automation: 151 agent skills for Claude Code
ab-test-analysis — Analyze A/B test results with statistical significance, sample size validation, confidence intervals, and ship/extend/stop recommendations.
advanced-evaluation — This skill should be used for advanced LLM evaluation: LLM-as-judge systems, direct scoring, pairwise comparison, rubric calibration.
agent-web-search-setup — Sets up working web search on an agent whose model backend cannot run it.
agentic-actions-auditor — Audits GitHub Actions workflows for security vulnerabilities in AI agent integrations including Claude Code Action, Gemini CLI, OpenAI Codex.
agents-build — Use to extend an existing agent project with memory, app integration, VPC, multi-agent, migration, model, browser, code interpreter, payments.
agents-connect — Use when connecting your agent to external APIs, tools, or services via Gateway, or restricting tool access with Cedar policies.
agents-deploy — Use when deploying your agent to AWS, or when a deploy has failed.
amazon-ec2-image-builder — Creates and automates custom image builds with EC2 Image Builder - Linux, Windows, and macOS AMIs, and container images to ECR.
amazon-workspaces-agent-access — 0) through the managed Agent Access MCP server, and guides reliable desktop automation.
app-platform-sandbox — Create and manage isolated container sandboxes for AI agent code execution.
atlassian-mcp — Integrates with Atlassian products to manage project tracking and documentation via MCP protocol.
aws-blocks — Guides building full-stack applications with AWS Blocks — an Infrastructure-from-Code framework.
aws-step-functions — Authors and edits AWS Step Functions state machines: writes Amazon States Language (ASL) in JSONata, and chooses and structures state types (Task, Choice, Map.
bambu-labs — Dry-run, upload, and cautiously initiate local Bambu Lab print jobs from validated plain `.gcode`, using Bambu LAN FTPS/MQTT handoffs.
bdi-mental-states — This skill should be used when modeling agent mental states with BDI concepts: beliefs, desires, intentions, RDF-to-belief transformations.
book-to-skill — Converts books and documents (PDF, EPUB, DOCX, HTML, Markdown, plain text, RTF, MOBI/AZW with Calibre) into structured agent skills, extracting frameworks.
brainstorm-experiments-existing — Design experiments to test assumptions for an existing product — prototypes, A/B tests, spikes, and other low-effort validation methods.
cad — Create/edit parametric CAD models, organize CAD projects, export STEP/STL/3MF/GLB files, resolve prompt references, and measure geometry with cadgen.
captions-overlay — Overlay doctrine for the embedded-captions workflow — the caption MODEL (drop / rail / embed) and the rule that captions are an OVERLAY composited on top of.
capture-screen — Programmatic screenshot capture on macOS.
changelog-video — md into a finished branded changelog video (square 1080, ~45-60s, Annie VO, animated brand background, mock-UI visualizations, lowkey captions).
chaos-engineer — Designs chaos experiments, creates failure injection frameworks, and facilitates game day exercises for distributed systems — producing runbooks.
churn-prevention — When the user wants to reduce churn, build cancellation flows, set up save offers, recover failed payments, or implement retention strategies.
ci-cd-and-automation — Automates CI/CD pipeline setup. Use when setting up or modifying build and deployment pipelines.
claude-code-hooks — How to write, test, register, and debug Claude Code hooks — PreToolUse / PostToolUse / SessionStart / Stop Bash guards that enforce a rule the model would.
claude-code-ping-start-5h-quota — 睡前/离开前额度耗尽时，设置一次性本机定时器，在 Claude 订阅额度重置后自动发一条极简 claude -p 消息，立刻开启新的 5 小时用量窗口——用户睡醒时新窗口已跑掉大半，等于白赚一个 冷却期。Use when 用户说「还有 X 小时重置额度，帮我定时戳一下 Claude」「我去睡觉了， 到点 ping.
cli-developer — Use when building CLI tools, implementing argument parsing, or adding interactive prompts.
cloud-architect — Designs cloud architectures, creates migration plans, generates cost optimization recommendations, and produces disaster recovery strategies across AWS, Azure.
code-improver — Runs an autonomous review-and-fix improvement loop over any code target — a skill, plugin, module, or directory — using a reviewer the user names.
cohort-analysis — Perform cohort analysis on user engagement data — retention curves, feature adoption trends, and segment-level insights.
cold-email — Write B2B cold emails and follow-up sequences that get replies.
comprehensive-research-agent — Ensure thorough validation, error recovery, and transparent reasoning in research tasks with multiple tool calls
context-compression — This skill should be used when long-running agent sessions need context compression, structured summarization, compaction, token-per-task optimization.
context-degradation — This skill should be used for diagnosing and mitigating context degradation: lost-in-middle failures, context poisoning, context clash, context confusion.
context-optimization — This skill should be used for improving context efficiency: context budgeting, observation masking, prefix or KV-cache strategy, partitioning.
coordinating-multi-space-devops-agent — Coordinate the AWS DevOps Agent across multiple AgentSpaces from one Claude Code session — route questions to the right space (prod vs staging vs knowledge).
cpp-pro — Writes, optimizes, and debugs C++ applications using modern C++20/23 features, template metaprogramming, and high-performance systems techniques.
dfam-check — Measure mesh files against Design for Additive Manufacturing (DfAM) rules and report printability findings per process (FDM, SLS, SLA/DLP, metal PBF, MJF).
digital-brain — This skill should be used for personal operating-system workflows: content creation, voice consistency, relationship lookup, meeting preparation.
download-gemini-images — Download, export, save, or package images from a Google Gemini conversation/chat/app page.
dummy-dataset — Generate realistic dummy datasets for testing with customizable columns, constraints, and output formats (CSV, JSON, SQL, Python script).
dxf — Generate, regenerate, and validate 2D DXF drawings from Python build123d sources.
emails — When the user wants to create or optimize an email sequence, drip campaign, automated email flow, or lifecycle email program.
embedded-systems — Use when developing firmware for microcontrollers, implementing RTOS applications, or optimizing power consumption.
evaluation — This skill should be used when building agent evaluation systems: deterministic checks, regression suites, multi-dimensional rubrics, quality gates.
excel-automation — Create, parse, and control Excel files on macOS.
fastapi-expert — Use when building high-performance async Python APIs with FastAPI and Pydantic V2.
feishu-doc-scraper — Extract Feishu (Lark) Docs, Wiki pages/collections, spreadsheets.
filesystem-context — This skill should be used when agent work needs file-backed context: durable scratchpads, tool-output offloading, just-in-time discovery.
find-skills — ", or express interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill.
flutter-expert — Use when building cross-platform applications with Flutter 3+ and Dart.
free-tools — When the user wants to plan, evaluate, or build a free tool for marketing purposes — lead generation, SEO value, or brand awareness.
fullstack-guardian — Builds security-focused full-stack web applications by implementing integrated frontend and backend components with layered security at every level.
game-developer — Use when building game systems, implementing Unity/Unreal Engine features, or optimizing game performance.
gangtise-copilot — Gangtise (岗底斯投研) OpenAPI skill suite installer and diagnostic tool.
gcode — gcode` from 3D mesh files by orchestrating real slicer CLIs.
gh-cli — Enforces authenticated gh CLI workflows over unauthenticated curl, WebFetch, and MCP fetch patterns.
github-ops — Operates GitHub through gh CLI and the REST/GraphQL APIs with explicit target, authorization, impact preview, and independent readback.
github-triage — Triages a repository's open GitHub issues and pull requests via the gh CLI.
goal-prompt — Drafts copy-paste-ready /goal commands for goal mode in Claude Code and Codex.
golang-pro — Implements concurrent Go patterns using goroutines and channels, designs and builds microservices with gRPC or REST.
growth-loops — Identify growth loops (flywheels) for sustainable traction. Evaluates 5 loop types: Viral, Usage, Collaboration, User-Generated, and Referral.
harness-engineering — This skill should be used when designing autonomous agent harnesses: research loops, evaluation scaffolds, locked and editable surfaces, durable logs.
hosted-agents — This skill should be used when designing hosted or background agent infrastructure: sandboxed execution, remote coding environments, warm pools.
hyperframes — Mandatory entry point: read this first for any request to make, create, edit, animate, or render a video, animation, or motion graphic, including a promo.
hyperframes-audio — Use when audio already placed in a HyperFrames composition needs to be mixed: fade-in/fade-out, crossfade, track gain or volume, volume automation, ducking.
hyperframes-cli — Use the HyperFrames CLI development loop: init, add, catalog, capture, lint, check, snapshot, compare, grade-compare, preview, play, present, beats, keyframes.
hyperframes-core — The HyperFrames composition contract — build one renderable project.
hyperframes-registry — Search, install, and wire registry blocks and components into HyperFrames compositions.
ima-copilot — Installs, troubleshoots, and personalizes the official Tencent IMA skill (a wrapper layer that orchestrates upstream ima-skill, not a replacement).
kimi-use — Drive the Kimi desktop app (Kimi.app) through computer-use to query its built-in data plugins — 天眼查 company records, 同花顺 iFinD financials, 财新数据, 标普全球市场财智.
knap — Render Markdown from templates and structured data using Knap CLI.
latent-briefing — This skill should be used when the user asks to "share memory between agents", "KV cache compaction for multi-agent", "orchestrator worker context".
legacy-modernizer — Designs incremental migration strategies, identifies service boundaries, produces dependency maps and migration roadmaps.
local-codex — Launch and manage OpenAI Codex CLI (local agent) as a non-interactive coding sub-agent. 5 agent capabilities through local CLI.
macos-watchdog — Design, deploy, and discipline macOS launchd watchdogs — LaunchAgents/LaunchDaemons that detect a recurring problem and auto-remediate it.
marketing-loops — When the user wants to set up a recurring, self-running marketing workflow — a repeatable loop an AI agent runs on a cadence (weekly, daily.
mcp-developer — Use when building, debugging, or extending MCP servers or clients that connect AI systems with external tools and data sources.
media-use — Agent Media OS, the single skill for every media need in a HyperFrames project.
memory-systems — This skill should be used for persistent semantic memory in agent systems: cross-session knowledge retention, entity tracking, temporal validity.
metrics-dashboard — Define and design a product metrics dashboard with key metrics, data sources, visualization types, and alert thresholds.
ml-pipeline — Designs and implements production-grade ML pipeline infrastructure: configures experiment tracking with MLflow or Weights & Biases.
modern-python — Configures Python projects with modern tooling (uv, ruff, ty). Use when creating projects, writing standalone scripts, or migrating from pip/Poetry/mypy/black.
multi-agent-patterns — This skill should be used when designing multi-agent systems that need context isolation, supervisor or swarm coordination, explicit handoffs.
music-to-video — Turn a music track (an audio file, a video to pull audio from, or a track generated from a mood brief) into a beat-synced video — lyric video, slideshow.
mutation-testing — Configures mewt or muton campaigns, analyzes surviving mutants, and investigates bugs exposed by testing gaps.
notify-wecom — Send a single one-off message to a WeCom (Enterprise WeChat) group bot.
obsidian-bases — base files) with views, filters, formulas, and summaries.
obsidian-cli — Interact with Obsidian vaults using the Obsidian CLI to read, create, search, and manage notes, tasks, properties, and more.