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- Shipping A Model In A React Native AppPut a local language model inside a React Native or Expo app and get it generating on device. Covers react-native-executorch for .pte models and llama.rn for GGUF models, choosing between them, native build configuration and model loading, streaming answers into the UI as tokens arrive, and whether to bundle the model in the binary or download it on first run. Use when the project is React Native or Expo and someone wants on-device or offline AI, local inference, or a model running without an...Votes: 0GitHub stars: 2
- Shipping A Model In A Flutter AppPut a local language model inside a Flutter app and get it generating on device. Covers llamadart, which runs GGUF through llama.cpp and .litertlm through LiteRT-LM under one API on Android, iOS, macOS, Windows, Linux and Flutter web, plus LoRA adapter loading, flutter_gemma as the MediaPipe-lineage alternative, background isolate and threading behaviour, and whether to bundle the model or download it on first run. Use when the project is Flutter or Dart and someone wants on-device or offline...Votes: 0GitHub stars: 2
- Jailbee UsageUse when running or explaining day-to-day `jailbee` (`jb`) commands against an already-set-up repo — creating/entering/destroying branch containers, the host↔container git bridge (`jailbee git push`/`pull`/`fetch`/`checkout`/`diff`), network modes (`jailbee net strict|loose`), egress overrides (`jailbee net egress ls|add|rm|export`, short alias `jailbee egress`), port forwarding (`jailbee port ls`/`to-container`/`to-host`/`rm`), the optional remote SSH service (`jailbee remote ssh`), `jailbee...Votes: 0GitHub stars: 7
- Jailbee Repo SetupUse when configuring a new repository to work with `jailbee` — adding `.jailbee/config.yaml`, optional `install.d/` snippets, and `container_prefix`/host-mounts/egress/autostart adjustments. Trigger on phrases like "set up jailbee", "configure jailbee", "make this repo jailbee-compatible", "jailbee config", "set up gie", "configure gie", "make this repo gie-compatible", "gie config", "lisää gie-konfiguraatio" (`gie` was jailbee's pre-1.0 command name, removed in 1.1.0 — users may still say it...Votes: 0GitHub stars: 7
- Jailbee Pr ReviewUse when reviewing a GitHub pull request from inside a JailBee container and proposing comments, replies, or a description rewrite — the container's `gh` is read-only, so every write is staged as a manifest in the PR review outbox for a human to publish on the host. Trigger on "review this PR", "comment on line", "reply to this review comment", "post my review", "update the PR description", "katselmoi tämä PR", "kommentoi riviä", "vastaa kommenttiin", "päivitä PR:n kuvaus".Votes: 0GitHub stars: 7
- VueEnforce Vue 3.5+ single-file component conventions with <script setup>, Composition API only, type-safe defineProps/defineEmits, defineModel, useTemplateRef. Use when editing .vue files or when the user mentions Vue component, props, emits, v-model, composable, or script setup. Rewrites Options API and mixins into their Composition API equivalents, and types every prop and emit.Votes: 0GitHub stars: 3
- TypescriptEnforce TypeScript 7 strict type-checking. Use when editing .ts/.tsx or tsconfig.json, or when the user mentions TypeScript, any, unknown, strict mode, type assertion, generics, enum, namespace, baseUrl, or @ts-ignore. Strict is on by default in 7 and stays on, reaches for unknown plus narrowing where any would go, const objects in place of enum, ES modules in place of namespace, and fixes the type rather than reaching for as any or @ts-ignore.Votes: 0GitHub stars: 3
- TailwindEnforce Tailwind CSS v4 utility-first conventions. Use when editing .vue/.astro/.html/.tsx/.jsx/.css or when the user mentions Tailwind, utility class, styling a UI element, layout, spacing, or dark mode, or wants to replace raw/scoped CSS. Expresses styling as utility classes in the template, with v4 syntax and oklch() colors; raw CSS stays for what utilities genuinely cannot reach. Do NOT use without Tailwind v4, on backend code, or for non-styling refactors.Votes: 0GitHub stars: 3
- SqlcEnforce sqlc codegen conventions for Go + PostgreSQL. Use when editing sqlc.yaml, **/queries/*.sql, or generated *.sql.go, or when the user mentions sqlc, codegen, Querier interface, db.Queries, sqlc generate, or sqlc vet. Keeps SQL as the source of truth, routes every call through the generated Querier, uses v2 config, and regenerates rather than hand-editing generated files.Votes: 0GitHub stars: 3
- PostgresEnforce PostgreSQL schema design and safe migrations. Use when editing **/migrations/*.sql, **/schema/*.sql, **/migrate/*.sql, or when the user mentions CREATE TABLE, ALTER TABLE, foreign key, index, jsonb, BIGSERIAL, timestamptz, migration, NOT NULL, DROP TABLE, or CREATE INDEX. Keeps every table on one shape (snake_case, timestamptz, FK plus index, JSONB), wraps migrations in a transaction, builds indexes CONCURRENTLY, adds NOT NULL columns in steps, and stops for approval before any destru...Votes: 0GitHub stars: 3
- Nuxt UiEnforce Nuxt UI v4 component-first conventions. Use when editing .vue files or when the user mentions Nuxt UI, a U-prefix component (UButton, UModal, UForm, UTable…), or building any UI element. Reaches for the U-prefix component wherever Nuxt UI ships one, in place of hand-written button, input, dialog or table markup.Votes: 0GitHub stars: 3
- FastifyEnforce Fastify v5 plugin/route conventions for Node/TypeScript. Use when editing .ts/.js/.mjs that import fastify or @fastify/*, or when the user mentions Fastify, plugin, route, schema validation, encapsulation, fastify-plugin/fp, or lifecycle hooks. Declares route schemas in place of manual validation, wraps cross-scope decorators in fastify-plugin/fp, and scopes lifecycle hooks to the plugin that owns them.Votes: 0GitHub stars: 3
- EchoEnforce Echo v5 handler conventions for Go, focused on error handling. Use when editing .go handler/route/middleware files or when the user mentions Echo, HandlerFunc, c.Bind, middleware, HTTPError, HTTPErrorHandler, error wrap, or graceful shutdown. Routes every failure through HTTPError and one central HTTPErrorHandler, matches errors with errors.Is/As, wraps and returns them, and starts the server with graceful shutdown.Votes: 0GitHub stars: 3
- AstroEnforce Astro 7 static-first conventions. Use when editing .astro files or when the user mentions Astro, islands, hydration, client directives, server:defer, content collections, or getCollection. Ships zero JS by default and picks the lightest client directive that works — client:visible or client:idle ahead of client:load, getCollection ahead of hand-rolled glob imports.Votes: 0GitHub stars: 3
- Vet提交前把关。在看不到对话的子代理里，拿 diff 逐句核对 commit message 草稿和新增注释，标出指不到 diff 的句子、仓库里找不到的编号、讲开发经过的句子、只复述代码的注释、非中文。cm 在 commit 前自动调；写代码中途想查注释也可直接敲Votes: 0GitHub stars: 3
- Pin用 Playwright 脚本把肉眼难确认的界面 bug（时序、偶发、多步交互）钉住：先复现、按复现率反复验证，再修应用代码，spec 留作回归Votes: 0GitHub stars: 3
- Go工作纪律：先查证再动手，找到真正的原因再修，收尾前审查代码，如实汇报Votes: 0GitHub stars: 3
- E2e用现有账号和环境给当前项目做全量端到端测试。摸清项目 → 出计划 → 人审 → 生成 spec → 横切面检查 → 跑并修 → 出报告，被测项目只加 e2e/ 目录和一行 .gitignoreVotes: 0GitHub stars: 3
- Cm按规范提交当前改动：先确认代码审过，每个 commit 前查密钥、调 vet 核对 messageVotes: 0GitHub stars: 3
- Ultra11yUse to AUDIT a repository, site, or page against WCAG 2.2 AA or a country standard such as RGAA; produce a dated conformance report, criterion grid, PRD backlog, or tickets; AUTHOR accessible markup; fix accessibility; or wire a repo gate and rendered-DOM capture pipeline. The bundled install-free engine runs 93 static checks tied to success criteria, while the agent adjudicates judgment criteria and routes rendering criteria to browser scans; check/verify reject invented non-conformities. Us...Votes: 0GitHub stars: 4
- Review A11yUse to REVIEW changed frontend code for accessibility: staged files, a working diff, branch, or PR; prompts such as 'review a11y', 'is this accessible?', or 'anything to fix before merge?'; and hook or CI findings on a change. Run the bundled install-free engine with cross-file JSX/TSX analysis, then adjudicate candidates and return a severity-ranked WCAG 2.2 AA review with file:line fixes, residual rendering risks, and a verdict. Use `ultra11y` instead for whole-repo audits, dated conformanc...Votes: 0GitHub stars: 4
- GraskServe the next pending grask probe — a multiple-choice question about code the developer recently shipped — using the native question UI. Use when the user types /grask.Votes: 0GitHub stars: 7
- Rtk TddEnforces TDD (Red-Green-Refactor) for Rust development. Auto-triggers on implementation, testing, refactoring, and bug fixing tasks. Provides Rust-idiomatic testing patterns with anyhow/thiserror, cfg(test), and Arrange-Act-Assert workflow.Votes: 0GitHub stars: 6
- Hzr TddOptional evidence-backed Red-Green-Refactor workflow for HZR Rust work. Use when the user or repository requires TDD, or when regression risk justifies test-first overhead. Do not auto-apply it to every implementation task.Votes: 0GitHub stars: 6