Software Development AI Skills

Bare-metal GPIO skill for pin configuration and interrupts. Use when configuring GPIO modes, alternate functions, pull resistors, or EXTI interrupts on STM32/nRF/ESP32-class MCUs. Activates on queries…

扫描代码库，找出加深机会，把它们做成一份可视化的 HTML 报告呈上，然后就你选中的那一个展开盘问。

Use this skill when a founder has a new product idea and is about to build it, to decide what form it should take: a web app, mobile app, browser extension, automation, agent skill, API, or no build…

Extract exactly 8 context-sensitive keywords from Chinese, English, or mixed text and turn them into a distributed weighted Graph View with no center goal node. Use when Codex needs keyword…

Compare runtime behavior between original and migrated repositories to detect behavioral differences, regressions, and semantic changes. Use when validating code migrations, refactorings, language…

PGA Tour, LPGA, and DP World Tour golf data via ESPN public endpoints — tournament leaderboards, scorecards, season schedules, golfer profiles/overviews, and news. Zero config, no API keys. Use when:…

KEGG REST access via VenusFactory download tools (academic use). Use for pathway/gene/compound lookups, ID conversion, and DDI. Do NOT use for PPI networks (string_database) or enzyme kinetics…

Teaches resource loading sequence optimization for Core Web Vitals. Use when you need to improve FCP, LCP, or FID by reordering how critical resources are discovered and loaded.

Use when the user wants an end-to-end AI4S research pipeline — broad direction or specific topic in, full research package out (exploration + literature survey + experiment + paper). Meta-skill that…

API del mercado argentino: acciones, CEDEARs, bonos, MEP, CCL con datos live e históricos (OHLC).

Use when the user asks Codex, Claude Code, ChatGPT-style coding agents, or another AI agent to connect to Ansys Workbench through sim-cli. Supports Workbench journal execution, project inspection,…

Use when user asks to create/design a big screen (大屏), full-screen data visualization, or says "创建大屏", "生成大屏", "新建大屏", "设计大屏", "做一个大屏", "BI大屏", "数据大屏", "可视化大屏", "监控大屏", "create big screen", "design…

AI-powered code review for diffs and individual files using LLM analysis

Use when acting as a startup founding engineer for implementation, tests, debugging, review, and verification.

Designs systems using Event Modeling.

Comprehensive end-to-end testing skill using Playwright for web applications, covering page objects, selectors, assertions, waits, fixtures, and test organization.

Build ARIMA models for time series forecasting with trend and seasonality decomposition. Use this skill when the user needs to forecast future values from historical sequential data, test for…

Show and toggle Navigator features. Auto-invoke when user says "show features", "enable/disable feature", "my navigator settings", or "configure navigator".

Создаёт новый отдел штаба: папку `corp-<слово>` рядом со штабом, файл правил, папку скиллов, папку задач `tasks/` и связь со штабом в правилах в обе стороны. Если штаба ещё нет, сначала ставит его из…

Triages supplied binary, crash, sanitizer, dump, static-analysis, and external reproduction evidence to distinguish a lead, observed fault, reproducible fault, security relevance, and demonstrated…

Surgical Debugger & Code Optimizer. Autonomous root-cause investigation, persistence-loop fixing, and high-fidelity code reflection. No new features, only fixes.

When something goes wrong during a build, diagnose what type of failure it is before deciding how to respond. Targeted fix, hard reset, or full rethink — the right response depends on the right…

为新业务模块建档、补齐已有模块约定或维护模块边界变化。用户提出新建核心模块、补齐模块文档或调整模块职责时可按意图选择，无须点名 Skill；区分项目级与模块级 AGENTS，关联 CONTEXT、接口与决策，复用现有治理 Skills。普通 Bug、样式修改和纯审计不启动建档。

Explain why code looks the way it does by tracing the latest change for a file range or pasted snippet through `git blame` and deduplicated `entire checkpoint explain` lookups. Use when the user asks…

Judgment rules for user-facing text and docs: CLI and diagnostic output, error and help text, README and docs structure, code comments, titles, and generated reports, decks, or exports. Use when…

Use when a skill or slash command is missing, duplicated, not loading, or inconsistent between `.agents/skills` and `.claude/skills`; includes “skill 没生效”“检查 skill 链接” and broken skill links. Audits…

Container vulnerability scanning and dependency risk assessment using Grype with CVSS severity ratings, EPSS exploit probability, and CISA KEV indicators. Use when: (1) Scanning container images and…

End-to-end, phase-gated SDLC for AI coding agents: relentless design interview → reviewed spec → dependency-graphed task board → safe-wave TDD execution → verification → converge. Handles features,…

End-to-end, phase-gated SDLC for AI coding agents: relentless design interview → reviewed spec → dependency-graphed task board → safe-wave TDD execution → verification → converge. Handles features,…

Bounded Oh My Pi (omp) provider shortcut via Elves. Use when the user says /omp or "use omp" for a one-shot task.

Upgrade Stylus smart contracts using OpenZeppelin proxy patterns on Arbitrum. Use when users need to: (1) make Stylus Rust contracts upgradeable with UUPS or Beacon proxies, (2) understand…

Load automatically when planning, researching, or implementing Medusa Admin dashboard UI (widgets, custom pages, forms, tables, data loading, navigation). REQUIRED for all admin UI work in ALL modes…

Fixing lint to a clean state: runs the linter, groups reported issues into independent streams, and dispatches one parallel fixer agent per stream (ring:backend-go for Go, ring:general-purpose…

Graceful degradation and meaningful error messages. Errors are first-class citizens, not afterthoughts. Every error path is designed, not discovered.

Scaffold a feature narrative in an existing project layer with Design, Plan, Verify, and Conclusion sections. Use when: "create a new feature", "start work on feature", "scaffold feature doc",…

Conventional Commits specification for semantic versioning and changelog generation. Use when writing commit messages, configuring commit linting, or automating releases.

Facilitate a structured conversation to define clean code principles for a repository. Produces a formal clean-code.md document that the clean-code atom will use as its override. Use when setting up…

Push the committed feature branch, create or update its PR, then run Product Architect acceptance and PR-Reviewer on it. Output: a clean PR with no blockers, or ONE rollup task. Trigger after a…

Find deepening opportunities in a codebase, informed by the domain language in specs/tech-architecture/tech-stack.md and the decisions in specs/adr/. Use when the user wants to improve architecture,…

Take knowledge from the current conversation and compound it into a living wiki in the personal Obsidian vault. The agent scouts existing pages via QMD first, proposes what to write, quizzes the user,…

Serve a model with MAX's `max serve` command: set up the environment (pixi or uv with the max-nightly conda channel / nightly wheel index), point the server at a Hugging Face repo or local checkpoint,…

Add or repair Alembic migrations for specx SQLAlchemy services. Use when adding SQLAlchemy models or repositories, replacing metadata.create_all schema bootstraps, creating async Alembic env.py,…

The general profile-driven perf loop for any language or runtime: baseline, profile, fix the real hot path, re-measure. Use for /perf, "this is slow", or optimization work.

Score how findable, readable, and recommendable the store's catalog is to AI shopping agents — then route each gap to the agentic skill that fixes it.

Builds spatial Android apps for Meta Quest and Horizon OS with Meta Spatial SDK — ECS architecture, 2D panels, 3D objects, hybrid experiences. Use when creating Kotlin-based spatial applications.

Debug and fix bugs, errors, or unexpected behavior

APK 静态分析：jadx/apktool、manifest、smali、加固识别。 触发词：apk、android逆向、jadx、smali、dex

Optimize Core Web Vitals (LCP, INP, CLS) for better page experience and search ranking. Use when asked to "improve Core Web Vitals", "fix LCP", "reduce CLS", "optimize INP", "page experience…

Adapt toolbars, navigation bars and tab bars for the vertical axis on iPhone Duo — item ordering, symbol vs text representations, axis behavior, overflow menus, visibility priority, and when to opt…

SEO and AEO best practices for metadata, Open Graph, sitemaps, robots.txt, hreflang, JSON-LD structured data, EEAT, and content optimized for search engines and AI answer surfaces. Use this skill when…

Intuitive, type safe and flexible Store for Vue. ALWAYS use when writing code importing "pinia". Consult for debugging, best practices, or modifying pinia.