Catch the user up like /ketchup, with a short subtitled video of slides for what happened and the waiting calls as text under it. Use for /ketchup-video.

Design-and-decompose workflow that takes a PRD, researches the problem space, drafts a technical design document with a requirement-anchored testplan, decomposes work into Jira-ready epics and stories, and manages review via GitHub PRs. Use when creating design documents, researching external integrations or standards, breaking features into epics/stories, or syncing task breakdowns to Jira. Activated by commands: /ingest, /research, /draft, /decompose, /revise, /publish, /respond, /sync.

Node.js package manager with strict dependency resolution. Use when running pnpm specific commands, configuring workspaces via pnpm-workspace.yaml, or managing dependencies with catalogs, patches, overrides, config dependencies, or the global virtual store.

Converts Markdown to print-ready PDF with proper Chinese typography, themes and a visual self-check. Use for Markdown → PDF, including documents formatted for printing or mobile reading. Not for Word/WPS files or Word output (use docx-creator).

Sets up QA testing processes: test strategies, Google Testing Standards test cases, P0-P4 bug tracking, quality metrics, progress reports, autonomous execution via master prompts, and OWASP security testing, with third-party QA handoff docs. Use when establishing QA infrastructure, writing test cases, executing test plans, or tracking bugs. Not for auditing an already-rendered UI (use frontend-visual-qa).

Inspect raw ECMA-335 metadata in a .NET assembly; discover tables and heaps, read decoded rows and handles, locate exact coordinates and project bounded machine-readable results.

Use when the user asks to "generate (test) scenarios", "generate evaluators", "create an evaluator", "create evals", "create a scenario", "write a test scenario", "design a test case", "test my agent", "build eval coverage", "plan a test suite", "create red team tests", "set up test profiles", "configure conditional actions", "build a deterministic test", "design an IVR test", "write a unit test for a voice agent", "build a regression test", "scripted scenario", "structured evaluator", or "run evals". Also for CHANGING existing evaluators — "update an evaluator", "improve my evals", "make these evaluators stricter", "add a DTMF step", "fix the expected outcome", "attach metrics to these" — and for debugging how the testing agent speaks: "why did it read the number as a word", "make it spell digits", "wrong language". Covers evaluator design and review, coverage, test profiles, mock-tool data, conditional actions, and red-team / edge-case practice.

When the user wants to create or improve in-app paywalls and upgrade moments, or asks when or how hard to ask free users to pay (after they've seen value): upgrade screens, upsell modals, feature gates, limit-reached and trial-expired screens, mobile subscription paywalls. For public pricing pages, see cro. For pricing decisions, see pricing.

When the user wants to list a product in startup, SaaS, AI, MCP, and review directories, or asks which directories are worth it or whether listings are working: Product Hunt, G2, Capterra, AlternativeTo, MCP registries, awesome lists, and a submission tracker. For the broader launch, see launch. For other link building, see link-building.

When the user wants to set up or audit analytics, or asks whether a metric or number is calculated right, what to track, or how to name events: tracking plans, GA4, GTM, Mixpanel, PostHog, UTMs. Rate metrics divide matching closed windows, never full-period spend by partial-period results. For conversions in ad platforms, see conversion-tracking. For attribution or platforms that over-claim, see attribution. For tests, see ab-testing.

Design error prevention, detection, and recovery across a product — message content, placement, and escape routes. Use when errors span multiple flows. For validation inside a single form, use `form-design`.

Build, publish, and verify a Deepline Play as a durable state machine over Customer DB tables, including a small paid pilot. Invoke this skill explicitly when the user asks to build an engine.

Set up Qodo in a coding agent — install the CLI, sign in, and verify tools. Use after plugin installation, on setup requests, or when a Qodo skill finds a missing CLI or login.

Set up Qodo in a coding agent — install the CLI, sign in, and verify tools. Use after plugin installation, on setup requests, or when a Qodo skill finds a missing CLI or login.

Set up Qodo in a coding agent — install the CLI, sign in, and verify tools. Use after plugin installation, on setup requests, or when a Qodo skill finds a missing CLI or login.

Navigation and routing for Expo Router. Covers file-based routes, groups and dynamic routes, folder organization, Link with previews and context menus, native Stack, page titles, modals and form sheets, NativeTabs, headers and toolbars, and header search bars.

Automated LLM-driven hypothesis generation and testing on tabular datasets. Use when you want to systematically explore hypotheses about patterns in empirical data (e.g., deception detection, content analysis). Combines literature insights with data-driven hypothesis testing. For manual hypothesis formulation use hypothesis-generation; for creative ideation use scientific-brainstorming.

Lightweight WSI tile extraction and preprocessing. Use for basic slide processing tissue detection, tile extraction, stain normalization for H&E images. Best for simple pipelines, dataset preparation, quick tile-based analysis. For advanced spatial proteomics, multiplexed imaging, or deep learning pipelines use pathml.

Plan a hackathon, either from a team's real backlog or as open-ended creative play with Claude Code. Use when a champion wants to run a hack day or a shorter hack session.

Analyze a codebase and recommend Claude Code automations (hooks, subagents, skills, plugins, MCP servers). Use when user asks for automation recommendations, wants to optimize their Claude Code setup, mentions improving Claude Code workflows, asks how to first set up Claude Code for a project, or wants to know what Claude Code features they should use.