Inactive surveys, missing notifications, and account limits can leave important responses unnoticed. This skill guides a read-only WebAsk review with prioritized findings and concrete recommendations.

Small survey samples can make random differences look like meaningful improvements. This skill guides comparisons using outcome counts, percentage-point differences, and checks for comparable groups.

Technical plans often drift from product intent or the current codebase. This skill researches repository structure and turns constraints into an actionable TECH.md implementation plan.

Turn ambiguous feature requests into structured product specifications that align design, engineering, and review. This skill defines user-visible behavior, scope, references, open questions, and handoff details in a consistent PRODUCT.md format.

Substantial feature work can become ambiguous when product intent, technical decisions, and implementation drift apart. This skill guides agents through practical product and technical specifications that stay aligned with shipped work.

Spec-triggered documentation created drafts for features that had not shipped. This retired skill explains the failure and directs users to release-gated alternatives.

Moving an existing agent workflow into Factory can create duplicate roles, broken paths, or conflicting handoffs. This skill guides a focused migration into an existing Factory repository and validates the resulting configuration.

CI failures can hide the first useful error among checks, logs, and repeated noise. This skill gathers relevant GitHub evidence and produces a prioritized plan for repair.

Complex media requests require the correct MediaKit domain and command contract. This skill routes requests and explains shared CLI setup, modes, inputs, and task polling.

Image workflows often need several tools for resizing, quality, editing, understanding, and privacy. This skill routes requests to the appropriate MediaKit image command and reference.

Media editing tasks often require many specialized commands and careful parameter choices. This skill routes requests to the right MediaKit operation and guides reliable media assembly.

Audio analysis and conversion often require different tools and precise parameters. This skill selects MediaKit workflows for metadata, voice activity, separation, and transcoding.

Volcengine VoiceChat integrations involve changing APIs, models, audio settings, and runtime stages. This skill provides safe configuration guidance, official documentation routing, and evidence-based troubleshooting.

Supplier bank change requests can redirect payments to an unverified account. This skill uses Jithox MCP checks to compare IBANs and identify cases requiring independent confirmation.

Static React interfaces are difficult to generate and maintain from structured data. This skill explains how to render JSON specs, define catalogs, manage state, and connect events in React.

Connecting JSON specifications to Next.js routes, layouts, and server rendering requires several integration steps. This skill guides AI assistants through the documented json-render setup.

JSON-driven interfaces need consistent formatting, calculations, and translated labels. This skill guides directive setup, nested expressions, and custom resolvers for json-render.

Generative interfaces can make rendering errors, state changes, and streamed updates difficult to trace. This skill guides devtools integration and inspection workflows for json-render apps.

AI-generated interfaces need consistent schemas, state bindings, and validation. This skill guides assistants through json-render core APIs for catalogs, prompts, streaming, and specification repair.

Turning UI specifications into maintainable application code can require repetitive traversal and prop serialization. This skill provides reusable utilities for generating structured code and custom exporters from json-render specifications.