Software Development AI Skills

Use when creating or refactoring CLAUDE.md files - enforces best practices for size, structure, and content organization

Create isolated git workspaces for feature development. Smart directory selection, safety verification, and cross-platform support (Windows/Unix).

Diagnose and repair installation readiness only when the cached first-run evidence is missing or a real machine/tool fact changed.

从对话、文档变更及审计记录中复盘文档管理的问题和经验，减少资料难找、同步遗漏、重复维护和旧说明误用。用户要求“复盘文档管理”“为什么文档总漏更新”“总结文档治理经验”，或项目约定文档管理阶段复盘时使用；默认只读，输出有证据、适用条件和落点的改进建议。

Static application security testing (SAST) using Semgrep for vulnerability detection, security code review, and secure coding guidance with OWASP and CWE framework mapping. Use when: (1) Scanning code…

Use when revising an AAAI manuscript for broad AI audience fit, concise contribution claims, two-column readability, reproducibility-checklist alignment, and policy-aware AI-system claims.

Lightweight standalone design spec for AI coding agents: codebase scan → bounded clarify pass (3–5 questions, not a grill) → reviewed design doc written to docs/plans/ → independent scored review →…

Lightweight standalone design spec for AI coding agents: codebase scan → bounded clarify pass (3–5 questions, not a grill) → reviewed design doc written to docs/plans/ → independent scored review →…

Interview the user to decide what a skill's eval should test, then build the spec and iterate until the skill ships. Use when the user wants help designing a skill's eval, has a skill with no eval, or…

Generate and edit images using Google's Nano Banana Pro (Gemini 3 Pro Image) API. Use when the user asks to generate, create, edit, modify, change, alter, or update images. Also use when user…

Orchestrate the advisor workflow for assembling and delivering a comprehensive financial plan — data gathering, cash flow analysis, retirement modeling, Monte Carlo analysis, Roth conversion and…

Detect user-facing features in recently merged PRs and open a PR in the docs repo adding the missing documentation.

Expert prompt engineering and optimization for LLMs and AI systems. Covers core patterns (zero-shot, few-shot, CoT, role-playing, constitutional, tree-of-thoughts), common use cases, and a three-phase…

Use to plan and produce a full batch of social media content for a period — a week or a month — in one session: strategically balanced, on-brand, mapped to a calendar, and ready to schedule. Run when…

Machine-learning research loop for dataset curation, fine-tuning, evaluation, inference deployment, experiment tracking, and model explainability. Use when working on ML experiments, training data,…

Generate machine-readable index files in .ai/index/ (component inventory, uses/usedBy graph, stats) for AI agents. Triggers: index my codebase, build a relationship graph, what depends on what. Not an…

Manage Confluence spaces for project documentation. Create, list, and delete spaces with templates. Use when setting up project documentation structure or managing Confluence content areas.

Scan a state snapshot's memory dumps with YARA signatures to detect packers, crypto constants, malware, and more

Transform extracted engineer expertise into an actionable skill with progressive disclosure, allowing agents to find and apply relevant patterns for specific tasks.

Authoritative, source-cited playbook for designing, configuring, deploying, and troubleshooting production-grade AI agents on AWS using the Strands Agents SDK, Amazon Bedrock (Converse API,…

Turn a raw feature spec into an approved Tasks Plan — grill the spec, have the Product Architect groom draft tasks (+ optional ADR and glossary additions), then run ONE human gate that decides…

Test REST and GraphQL APIs with Playwright APIRequestContext, Supertest, or standalone HTTP clients. Covers schema validation with Zod 4/AJV, auth flow testing, CRUD lifecycle tests, error and header…

Operate the user's tldraw offline canvas app, including open .tldraw or .tldr files. Use whenever a task involves inspecting, editing, arranging, connecting, linting, or scripting a tldraw Desktop…

Help to write Mojo code using current syntax and conventions. Always use this skill when writing any Mojo code, including when other Mojo-specific skills (e.g., mojo-gpu-fundamentals) also apply. Use…

Binder design ranking using ipSAE (interprotein Score from Aligned Errors). Use this skill when: (1) Ranking binder designs for experimental testing, (2) Filtering BindCraft or RFdiffusion outputs,…

Use when fixing, editing, changing, debugging, or working with any TypeScript code. Applies the Boy Scout Rule—always leave code cleaner than you found it. Orchestrates other clean code skills as…

End-to-end patent campaign from ANY raw material ("here is some information; make a patent") to a filing-ready provisional package - invention mining, worth-it economics (design-around cost,…

Create or reshape a Python FastAPI service repo into the specx clean core/delivery architecture using packaged scoped foundation bases. Use when starting an API backend, adding the first src package,…

List my open MRs/PRs in the current repo/worktree, each with its tracker ticket. Use when I invoke /list-open-work, or ask what I have open, what's in review, or for a standup list of my open MRs or…

Audit user-selected Markdown or text files for deterministic plain-language findings. Use only when the user explicitly invokes this skill.

For 3P / EXTERNAL developers: guides interactive Horizon Platform SDK (PSDK) integration for Meta Quest and Horizon OS Android/Kotlin apps — analyzes the codebase, recommends public platform features,…

Generate or update documentation for code, APIs, or systems

Builds real-time 3D websites in three.js from code alone, with no model files. Covers buildings and landmarks, vehicles, machines, landscapes and product studies made of procedural geometry (profile…

angr 符号执行：符号化输入、求解。触发词：angr、符号执行、自动解题、constraint

When the user wants to audit, review, or diagnose SEO issues on their site. Also use when the user mentions "SEO audit," "technical SEO," "why am I not ranking," "SEO issues," "on-page SEO," "meta…

将代码项目转换为 Obsidian 知识库。当用户提到 obsidian、项目文档、知识库、分析项目、转换项目 时激活。 【激活后必须执行】： 1. 先完整阅读本 SKILL.md 文件 2. 理解 AI 写入规则（默认到 00_Inbox/AI/、追加式、统一 Schema） 3. 执行 STEP 0: 使用 AskUserQuestion 询问用户确认 4. 用户确认后才开始 STEP 1…

Sanity development best practices for schema design, GROQ queries, TypeGen, Visual Editing, images, Portable Text, Studio structure, localization, migrations, Sanity Functions, webhooks, Blueprints,…

Control 流程管理/ChangeOwnership.md. Use when 工作区存在用户改动、多 Agent 改动或跨任务改动，or when project-initialization creates or audits this artifact.

The framework agnostic core of FormKit. ALWAYS use when writing code importing "@formkit/core". Consult for debugging, best practices, or modifying @formkit/core, formkit/core, formkit core, formkit.

Detect template version drift and guide migration to the latest template version. Compares current repo against the template, identifies what's outdated, and automates safe updates while protecting…

Create custom directives in Angular v20+ for DOM manipulation and behavior extension. Use for attribute directives that modify element behavior/appearance, structural directives for portals/overlays,…

Use when a developer wants to iterate on ONE specific Agent Observability / LLM Obs trace whose output they didn't like — re-running that trace against their LOCAL code, seeing a concise diff of the…

Wire the `ait-devtools` debug MCP server (`@apps-in-toss/debugger`) into the current project's MCP config (project scope, opt-in) — `.mcp.json` on Claude Code, `.cursor/mcp.json` on Cursor — so…

Buttons, inputs, badges and pills share radius, colour logic, shadow, border and spacing. Use when building or reviewing a component library.

Redis LangCache guidance for semantic caching of LLM responses on Redis Cloud — calling search/set via the SDK or REST API, tuning the similarity threshold, separating caches per task type, and…

Testing and benchmarking LLM agents including behavioral testing, capability assessment, reliability metrics, and production monitoring—where even top agents achieve less than 50% on real-world…

Use this skill when emitting inline review comments, whether posted to a GitHub pull request or written to a local file under caller-declared local-file output. Apply when formatting comments…

Skill sinh locator ổn định và dễ bảo trì cho UI automation, hỗ trợ Playwright, Selenium và Appium.

How to choose and configure data sources for MapLibre GL JS — rendering your own data without tiles, hosted tile services, serverless PMTiles, self-hosted tile servers, tile schemas, and sprites.

Identify closed type hierarchies that are not declared `sealed`, and seal them so the compiler can enforce switch exhaustiveness. Covers the same-library requirement, the public-API breaking-change…

从 prompts/ 单一主源生成并校验本项目的 skill 产物。Use when working on 构建/重新生成 SKILL.md、agent 接口、dist 副本、assets/templates/ 模板或离线提示词，校验产物是否与 prompts/ 主源同步（--check / 防漂移），或维护 prompts/ → 产物 的单一信息源构建范式。