Software Development AI Skills

Feature work needing an isolated workspace, or executing a plan? Load first.

Master advanced Git workflows including rebasing, cherry-picking, bisect, worktrees, and reflog to maintain clean history and recover from any situation. Use when managing complex Git histories,…

App 工程 PNG 批量压缩。用 pngquant 量化、oxipng 无损收尾，并通过内容缓存和质量门禁避免重复压缩与明显劣化。给出工程或图片目录、要求包体积优化或批量压 PNG 时使用。

Use when documentation generally needs to catch up with a branch before pushing or merging, covering internal developer docs, external customer-facing docs, and release notes together — "update the…

Fetch Bilibili (哔哩哔哩) video comments for UP主 self-analysis. Use when the user asks to collect, download, export, or analyze comments on a Bilibili video (BV号 / URL / UID). Produces JSONL +…

Verifies a completion, fix, passing, compatibility, release, or readiness claim with fresh task-specific evidence mapped to the actual requirements. Use before saying a change is done, before merge,…

Run the full DEFT smart-data-augmentation loop for NVIDIA TAO Grounding DINO object detection: zero-shot baseline inference, KPI analysis, per-class gap analysis, SigLIP embedding of weak images,…

Stop-and-check protocol before any destructive or hard-to-reverse operation. Use the moment a planned step would delete, overwrite, truncate, or rewrite state that cannot be trivially recreated — rm,…

Read Google Chat spaces/threads via the Chat API, create/refresh OAuth tokens, parse Gmail Chat URLs, and list spaces. Use when asked to look up or verify messages in Google Chat or when you need API…

Receive and verify Affonso affiliate-program webhooks. Use when setting up Affonso webhook handlers, debugging X-Affonso-Signature verification, or handling events like affiliate.created,…

Build, review, debug, and tune hypre-based sparse solver workflows. Use when working with hypre `IJ`, `Struct`, or `SStruct` interfaces, `BoomerAMG`, Krylov solvers, MPI-distributed sparse systems,…

Tiered, low-token project memory protocol for .toh/memory/ — 7 files across 3 tiers (Tier 1 active.md + summary.md always read, ~800 tokens; Tier 2 architecture/components for build work and changelog…

Create and manage pollers — lightweight monitoring scripts that check external services on a schedule. Use when the user wants to monitor something (Bluesky, GitHub, RSS, APIs), create a new poller,…

Rust development specialist for Cargo, async services, persistence, CLI/TUI, tests, upgrades, and current toolchains. Use for Rust implementation, review, migration, or release guidance.

Build large multi-part deliverables — multi-file projects, migrations, long documents, N-of-the-same-thing work — in verified increments with dependency ordering, checkpoints, a running state note,…

Use this skill when a user requests to troubleshoot, analyze, or diagnose system incidents, production alerts, Kubernetes crashes, application log stacktraces, deployment configurations, or…

SvelteKit remote functions guidance. Use for query(), form(), command(), and prerender() patterns in .remote.ts files.

Design, modernize, or review JS/TS npm packages using an opinionated Rslib baseline for ESM, exports, types, dependencies, and release readiness.

Instrument a new AI agent in a Python codebase for Monte Carlo Agent Observability. Detects AI libraries, installs the Monte Carlo OpenTelemetry SDK, and proposes tracing setup and decorator…

当设计RESTful API时，分析资源模型，优化接口设计，解决性能问题。验证API架构，设计版本控制，和最佳实践。

Repair one focused, inspectable code behavior with a declared file boundary, actual validation, and a bounded retry count. Do not use for broad feature delivery, architecture decisions, security…

Base44 entities: the JSON-schema data models under base44/entities/, the entity SDK, and row-level security (RLS) rules. Use when adding or changing stored data, queries, or per-user access rules in a…

Security audit guidelines for web applications and REST APIs based on OWASP Top 10 and web security best practices. Use when checking code for vulnerabilities, reviewing auth/authz, auditing APIs, or…

Configures custom domains and TLS certificates on Render—DNS setup, CNAME records, apex domains, wildcard domains, and certificate troubleshooting. Use when the user needs to add a custom domain,…

Discover AAS skills for an explicit task and compare their complete instructions without installing them.

Opens macOS Finder at a specified directory path, with tilde expansion and common-directory shortcuts. Use when the user asks to open a folder, navigate to a directory, browse files, show a path in…

Set up and maintain continuous integration and continuous deployment pipelines with GitHub Actions, GitLab CI, Jenkins, or similar tools to automate testing, building, and deployment. Use when…

Use when diagnosing and fixing bugs in a Kotlin Multiplatform project. Focus on root-cause analysis, minimal safe fixes, KMP correctness, UI/state/data/persistence/concurrency issues, and regression…

Perform a thorough, structured code review of a diff or pull request

Make outputs honest and re-derivable. Use when committing constants, thresholds, or tuned parameters; when reporting a number or a benchmark result; when a result came from a manual one-off process;…

Creates structured handoff briefings between agents. Use when delegating complex work to subagents that would otherwise lose context. Packages task context, constraints, and progress into a compact…

Find leaked secrets, API keys, and credentials in traffic. Use when user asks about exposed keys, hardcoded secrets, or credential leakage.

Codex Kit usage guide — discover commands, skills, workflows naturally.

Craft CMS 5 front-end Twig development — atomic design, template architecture, components, Vite buildchain. Covers atoms/molecules/organisms, props/extends/block patterns, layout chains, view routing,…

Use when receiving code review feedback — processes orders with technical rigor, not blind obedience or performative agreement

Scaffold new Go projects and services: directory structure, cmd/ and internal/ conventions, when to use a flat layout, module naming, and main package wiring. Use when: "new Go project", "scaffold a…

Standard SOP for reading and writing n8n workflows via the n8n REST API — read sticky notes from a workflow, push generated JSON back, list workflows, activate/deactivate, manage executions. Use when…

生成全面的文档，包括README文件、API文档、代码注释（JSDoc、docstrings、XML）和架构文档。

MAC-Telnet protocol (MikroTik Layer-2 terminal/exec over UDP 20561) wire format, session handshake, and MD5 + MTWEI (EC-SRP) authentication. Use when: implementing or debugging a MAC-Telnet…

Write Playwright tests for Hyvä themes with Alpine.js components. This skill should be used when writing e2e tests, creating page objects, or debugging selector issues in Playwright tests for Hyvä…

智能邮箱管理助手，支持收发邮件、分析总结、识别待办事项和会议、辅助拟稿回复。 触发场景: (1) 用户说"帮我查看邮箱"、"检查邮件"、"未读邮件"、"发送邮件" (2) 用户需要总结未读邮件内容 (3) 用户需要识别邮件中的待办事项和会议安排 (4) 用户需要拟稿回复邮件或发送新邮件 (5) 发送邮件支持使用缓存的凭据，无需重复输入密码 支持:…

Clerk Organizations for B2B and multi-tenant apps - org switching, roles and permissions, verified domains, and enterprise SSO. Use for team workspaces, RBAC, org-scoped routing, member management.…

Create FAIR-minded reproducibility bundles for materials simulations by collecting input/output file inventories, hashes, units, engine versions, structure identifiers, provenance, and…

Implement dependency injection in PydanticAI agents using RunContext and deps_type. Use when agents need database connections, API clients, user context, or any external resources.

Prove a Brigade change works by driving the real `brigade` CLI against a throwaway temp target, then capture receipts as evidence. Use when you changed anything under src/brigade/ and need proof…

上传视频/音频/图片到即梦(Jimeng) VOD 平台并获取 Vid。支持 mp4/mp3/jpg/png 等格式，自动处理 STS 鉴权和分块上传。当需要上传媒体文件、获取视频ID、发布素材到字节跳动平台时使用。关键词：上传、即梦、VOD、视频ID、媒体文件

Asset pipeline QA. Checks naming conventions, file formats, performance budgets, style consistency (deviation counting, not quality judgment), and pipeline health. Use when you have game assets to…

Runs a production-readiness review of ESP32 firmware — sdkconfig hardening, partition table and app-size headroom, OTA and rollback, secure boot, flash and NVS encryption, debug interfaces, logging…

Implementing robust business logic, API integrations, data models, and reproducible AI image-generation code with type safety. Use for production implementation, Gemini image API pipelines, or…

Execute one task of a plan's task breakdown, then stop for review.

Create and manage database schema migrations with reversibility, zero-downtime deployment support, and proper version control. Use this skill when creating database migration files, modifying schema,…