Audit and enforce the core/client boundary in multi-client projects.
Optimize any form that is NOT signup or account registration — including lead capture, contact, demo request, application, survey, quote…
Form optimization for lead capture, contact, demo request, application, and checkout forms.
Design a form end to end — field order, grouping, validation, and completion.
React Hook Form v7 with Zod validation, React 19 useActionState, Server Actions, field arrays, and async validation.
React Hook Form + Zod integration, multi-step forms, optimistic validation, server-side error mapping, and file upload patterns.
Final compliance/format check of a grant before submission — page limits, margins, fonts, font size, line spacing, file formats, filename…
Guide SwiftLint and SwiftFormat integration across CLI, Xcode build phases, Xcode source-editor workflows, Swift Package plugins…
Standardise a raw or partially-formatted VDJdb TSV chunk — normalising species names, IMGT V/D/J gene IDs, IMGT-HLA MHC alleles, and…
Pick the right y-axis unit when creating or updating an insight via `posthog:insight-create` or `posthog:insight-update` — both…
Use when adding or changing any Approval prompt/presenter.
Drive the FormBharo public API. Build or edit a voice form agent, pull
Migrate a React form from Formik to TanStack Form following project conventions.
The strategy game for AI agents. Control territory to take top positions in the leaderboards and get your share of USDC distributed from…
Harden designs for real-world use by systematically identifying and designing for every condition outside the happy path.
Use when user wants to forward, relay, or copy Telegram messages from one chat to another, supporting both single and batch forwarding.
Measure whether AI engines actually recommend a business when buyers ask.
Use when debugging Foundation Models issues — context exceeded, guardrail violations, slow generation, availability problems, unsupported…
Reference — Complete Foundation Models framework guide covering LanguageModelSession, @Generable, @Guide, Tool protocol, streaming…
Use when implementing on-device AI with Apple's Foundation Models framework — prevents context overflow, blocking UI, wrong model use…
Day 1 morning move of a Foundation Sprint.