Software Development AI Skills

当设计错误处理和日志系统时，分析异常处理策略，优化日志记录性能，解决系统监控问题。验证错误架构，设计日志模式，和最佳实践。

Use automatically for Raspberry Pi computers, Raspberry Pi OS, Raspberry Pi Imager, raspi-config, config.txt/cmdline.txt, GPIO, HATs/accessories, camera/rpicam/libcamera/Picamera2, SSH/VNC/Connect,…

Base44 in-app AI agents: JSON agent configs under base44/agents/ with entity, backend-function or server-route tools, WhatsApp and Telegram channels, the agents SDK for conversation UIs, and code…

Share a skill, agent, or rule with the team by copying it to the shared namespace

Replay a past Agent Council session in the terminal. Shows the full deliberation: question, each agent's opinion, and the chairman's synthesis.

Plans and evaluates analytical method validation, verification, and transfer using Python scripts (plan_validation, check_response, check_accuracy_precision, check_detection_limits,…

Load to check the kendex Pi extensions against a Pi release, fix what breaks, and record the verdict.

React Router performance and architecture patterns. Use when writing loaders, actions, forms, routes, or working with React Router data fetching. Triggers on tasks involving React Router routes, data…

Deploy applications to Render by analyzing codebases, generating render.yaml Blueprints, and providing Dashboard deeplinks. Use when the user wants to deploy, host, publish, or set up their…

雅思词汇训练。间隔重复复习 + 同义替换专项 + 场景词汇积累 + 拼写检查。 触发方式：/ielts-vocab、「背单词」「词汇」「复习」「同义替换」「拼写」

Brings a specified macOS application to the foreground using osascript, making its window visible and focused. Use when the user asks to switch to an app, bring an app to front, activate an…

Use when designing, implementing, or reviewing Android deep links, web links, and App Links in KMP projects — intent-filter design, host verification, manifest scope, and assetlinks.json…

Search and retrieve Norwegian company data from Brønnøysundregistrene (the Norwegian Business Registry). Access all ~1.2 million registered companies in Norway.

Core myfy patterns and conventions for building applications. Use when working with myfy.core, Application, WebModule, DataModule, FrontendModule, TasksModule, UserModule, CliModule, AuthModule,…

Decide when to hand work to a subagent instead of doing it yourself, how to brief it, how to run the fix/review loop when something comes back wrong, and how to verify what comes back. Use when a task…

Find insecure configurations in HTTP traffic. Use when user asks about security headers, cookie security, CORS issues, or transport security.

Bootstrap new projects with research, tech stack, design, planning, and implementation. Modes: full (interactive), auto (default), fast (skip research), parallel (multi-agent).

When the user wants to publish on Dev.to, Hashnode, or other developer blogging platforms. Trigger phrases include "Dev.to," "Hashnode," "developer blog," "cross-posting," "technical blogging,"…

Releasing Craft CMS plugins — tagging, Packagist propagation, GitHub releases, branch promotion, shared-library ordering, history rewrites. ALWAYS load when cutting, preparing, verifying, or debugging…

Full-stack Vercel developer skill for deploying and managing Next.js applications. Covers Deployment (preview, production, Git integration, CLI), Environment Variables (per-environment config,…

Build Roblox game UI headlessly - HUD overlays, shops, inventories, quest lists, settings - from a JSON spec, and generate the icon set that goes in it. Emits a PNG mockup, a Rojo .model.json and a…

Use when: 需要持续监控竞品动态、建立竞品情报预警、定期输出竞品监控月报、追踪竞品版本/定价/功能/舆情/融资异动 Do NOT use when: 仅需一次性竞品调研（用 pm-market / pm-search --type=competitor）；产品尚无明确竞品

Use when encountering any bug, test failure, or unexpected behavior — finds the rat in the code through systematic root-cause interrogation before any fix attempts

This skill should be used when the user needs to convert documents between formats (Office to PDF, PDF to images, image to PDF), perform PDF operations (merge, split, rotate, encrypt, decrypt), or run…

Proven workflow architectural patterns from real n8n workflows. Use when building new workflows, designing workflow structure, choosing workflow patterns, planning workflow architecture, or asking…

全面的代码审查技能，分析代码质量、识别问题、安全漏洞，并提供带严重性评级的改进建议。

RouterOS firewall filter, NAT, mangle, and address-list configuration. Use when: writing firewall rules in RouterOS, configuring NAT, setting up address-lists or interface-lists, writing idempotent…

This skill should be used for improving context efficiency: context budgeting, observation masking, prefix or KV-cache strategy, partitioning, token-cost reduction, retrieval scoping, and extending…

Runs NCBI BLAST+ 2.17.0 sequence searches from the command line: makeblastdb (with -parse_seqids), blastn/blastp/blastx/tblastn with tabular -outfmt 6/7 for parsing, correct -task choice (megablast vs…

Use Geniml for audited local genomic-interval workflows: validate BED and universe contracts, plan Region2Vec or scEmbed runs, inspect model/tokenizer compatibility, and assess consensus universes.

Conversion-focused UX patterns for sales funnel pages. Apply these patterns to every page to maximize conversion rates. Covers layout, CTA placement, social proof, urgency, and friction reduction.

Set up Clerk authentication in any project with the Clerk CLI and official framework quickstarts. Use when adding Clerk, initializing Clerk, scaffolding a new app with Clerk, or migrating an existing…

Estimates heterogeneous treatment effects using Causal Forest and DML with validation (BLP/GATES/CLAN/TOC) and policy learning (policytree). Use when user asks about CATE, who benefits, subgroup…

Testany execution 观测与管理 - 查看进度、查询历史、刷新状态、取消未开始执行、将失败执行交给 debug

Use when anything misbehaves - a failing test, a production bug, a build break, flaky or unexpected behavior - before proposing or attempting any fix. Especially under pressure ("CI is blocking…

Migration workflow from deprecated prose-style docs/agent Markdown artifacts to canonical structured YAML artifacts under a resolved structured docs root. No fallback or Markdown generation.

店铺视觉风格拆解 - 自动分析电商店铺/竞品的配色方案、排版布局、摄影风格、设计语言。支持淘宝/天猫/京东/拼多多店铺。激活条件：需要竞品分析、风格提取、视觉对标、店铺拆解、配色分析时使用。关键词：竞品、风格分析、配色、视觉DNA、设计语言、store teardown、visual analysis

Iteratively review PR, post comment, fix issues, and re-review until LGTM

Guides bring-up and debugging of ESP32 peripherals — I2C, SPI, UART, ADC and LEDC/PWM — using the ESP-IDF v5 driver APIs, chip-correct pin choices, and a step-by-step wiring → config → probe →…

Use when upgrading an existing Spring Boot application, for example from Boot 3.x to Boot 4 or to the latest Spring Boot and Java: dependency transitions and starter renames, test annotations such as…

TDD-based autonomous development loop with checkpoint recovery and observability changelog

Download Overture Maps data (buildings, places, roads, land use, water, etc.) for a bounding box. Returns a GeoDataFrame saved as GeoJSON or GeoPackage.

Single-agent security scanner that groups vulnerabilities into 4 category sweeps (Injection, Access Control, Logic, and Network/CORS). Each sweep is gated by architecture detection. No subagent…

Monitor a pull request until merge or block — evaluate every review comment (apply reasonable fixes, always reply), rerun flaky CI once, and notify the author on approval, lock, or silence.…

Dirigent jednoho workflow kontraktu ve svém super.engineering worktree — deleguje implementaci na subagenta, mezi fázemi pouští wf-gate, review předá skill wf-review, otevře draft PR (guardovaný),…

Systematic debugging with hypothesis-driven investigation. Use when something is broken, tests are failing, unexpected behavior occurs, or errors need investigation. Triggers on: 'this is broken',…

Helps write Git commit messages following the Conventional Commits specification. Use this skill when the user asks to commit changes, write commit messages, format commits, or mentions git commits.

Generate design or architecture documents from existing implementation — works backwards from code or prototypes to create a missing GDD section, ADR, or concept doc. Use for undocumented features or…

Component selecting expert (JP-only, deterministic API-only buyable gate). ALWAYS invoke this skill when picking ANY component for a JP-locale project — ICs, modules, connectors, isolated parts, AND…

Analyze and improve internal linking strategy. Use when the user asks about "internal links", "link structure", "site architecture", "link strategy", "orphan pages", "link equity", "page authority…

Migration guide for developers moving from Google Maps Platform to Mapbox GL JS, covering API equivalents, pattern translations, and key differences