pandas-pro — Performs pandas DataFrame operations for data analysis, manipulation, and transformation.
playwright-expert — Use when writing E2E tests with Playwright, setting up test infrastructure, or debugging flaky browser tests.
pr-improver — Runs an autonomous review-and-fix improvement loop over the current branch's changes until a PR review comes back clean.
pr-to-video — Turn a GitHub pull request (a PR URL, owner/repo#N, or 'this PR' in a checked-out repo) into a code-change explainer video — changelog, feature reveal, fix.
processing-s3-uploads-with-step-functions — Deploy an event-driven workflow that routes S3 uploads to either Lambda or Fargate via Step Functions based on file size.
product-launch-video — Turn a product or marketing URL, pasted script, or brief into a product launch / promo video — SaaS promos, feature reveals, product demos.
programmatic-seo — When the user wants to create SEO-driven pages at scale using templates and data.
project-development — This skill should be used for project-level decisions about LLM-powered systems: whether an LLM is the right primitive for the task at hand.
property-based-testing — Writes, reviews, and debugs property-based tests — Hypothesis, fast-check, proptest, jqwik, rapid, and Echidna or Medusa for Solidity invariants.
provision-cloud-agent — Provision an always-on cloud-hosted coding agent: pick a host platform (Railway or AWS EC2; pluggable for Fly.io, …).
python-pro — 11+ applications requiring type safety, async programming, or robust error handling.
rails-expert — Rails 7+ specialist that optimizes Active Record queries with includes/eager_load, implements Turbo Frames and Turbo Streams for partial page updates.
reasoning-trace-optimizer — Debug and optimize AI agents by analyzing reasoning traces, context degradation, tool confusion, instruction drift, repeated task failures.
recovery-controller-setup — Configures AWS Application Recovery Controller (ARC) for operational resilience: routing controls with safety rules for cross-Region failover.
remotion-to-hyperframes — Port an existing Remotion (React) composition's source to HyperFrames HTML.
revops — When the user wants help with revenue operations, lead lifecycle management, or marketing-to-sales handoff processes.
running-release-tests — Run automated release testing (UI or API) via the AWS DevOps Agent using a pre-configured test profile.
salesforce-developer — Writes and debugs Apex code, builds Lightning Web Components, optimizes SOQL queries, implements triggers, batch jobs, platform events.
sarif-parsing — Parses and processes SARIF files from static analysis tools like CodeQL, Semgrep, or other scanners.
seam-craft — Render-correctness doctrine for scene-to-scene seams in HyperFrames launch videos — the prerequisites that make transitions composite correctly on the master.
secure-workflow-guide — Guides through Trail of Bits' 5-step secure development workflow.
self-improvement-loops — This skill should be used when the harness, scaffold, workflow, or optimizer itself is the optimization target: recursive self-improvement (RSI) loops.
sentiment-analysis — Analyze user feedback data to identify segments with sentiment scores, JTBD, and product satisfaction insights.
seo-audit — Full website SEO audit with parallel subagent delegation.
seo-programmatic — Programmatic SEO planning and analysis for pages generated at scale from data sources.
setup — Set up the AWS DevOps Agent and AWS Security Agent connections. Use when the user says "set up", "configure", "connect", or when MCP tools are missing.
setup-notifications-via-wecom — Set up and send technical status notifications through WeCom (Enterprise WeChat) webhooks.
setup-security-agent — Configure AWS Security Agent for the current workspace — provision or reuse an agent space, IAM service role, and S3 bucket.
shipping-artifacts — The durable documentation set that makes an AI-built (vibe-coded) app reviewable before shipping.
shopify-expert — toml, OAuth, webhooks), and implements Storefront API integrations for headless storefronts.
skill-creator — Create new skills, modify and improve existing skills, and measure skill performance.
skill-improver — Runs an autonomous review-and-fix improvement loop over a Claude Code skill until a review comes back clean, with a cross-round findings ledger.
skills-search — This skill should be used when users want to search, discover, install, or manage Claude Code skills from the CCPM registry.
slicing-code-context — Selects bounded, graph-informed source slices with Trailmark and delegates focused code analysis or patch-proposal work to a smaller subagent.
sms — When the user wants to plan, build, or optimize SMS or MMS marketing — including welcome flows, abandoned cart texts, post-purchase, win-back.
sprint-plan — Plan a sprint with capacity estimation, story selection, dependency mapping, and risk identification.
statusline-generator — Installs, configures, customizes, or troubleshoots the Claude Code statusline (cwd, model, token counts). g.
step-parts — Find, evaluate, and download common purchasable CAD parts from step.parts, including named off-the-shelf actuators, servos, motors, electronics boards.
stitch-loop — Teaches agents to iteratively build websites using Stitch with an autonomous baton-passing loop pattern
stitch::code-to-design — ) to a Stitch Design by chaining static HTML extraction, design system extraction, and file upload. , requests to "save", "migrate", or "upload").
stitch::extract-static-html — Extract self-contained static HTML from a built web application or React components by inlining CSS and images.
stitch::manage-design-system — Manage design systems in Stitch using MCP tools. Includes retrieval of assets, creating/updating design systems in Stitch, and applying them to screens.
talking-head-recut — Package an existing talking-head / interview / podcast video with timed, designed GRAPHIC OVERLAY cards — kinetic titles, lower-thirds, data callouts, quotes.
terraform-engineer — Use when implementing infrastructure as code with Terraform across AWS, Azure, or GCP.
test-master — Generates test files, creates mocking strategies, analyzes code coverage, designs test architectures.
tool-design — This skill should be used for the tool-interface layer of an agent system specifically: writing tool descriptions agents can route on.
user-segmentation — Segment users from feedback data based on behavior, JTBD, and needs. Identifies at least 3 distinct user segments.
vercel-cli-with-tokens — Deploy and manage projects on Vercel using token-based authentication. g. "deploy to vercel", "set up vercel", "add environment variables to vercel".