Software Development AI Skills

根据叙事功能设计分镜、摄影、剪辑与4–15秒生成切片。

Interact with GitHub using gh CLI for issues, pull requests, checks, workflow runs, and API queries.

上下文优化专家。专注于长对话中的上下文管理、token 效率和性能优化。解决 lost-in-middle、context poisoning 等问题，提升 AI 代理在复杂任务中的表现。

Use when answering questions about Roboflow plans, credit usage, or cost estimation; fetches current official pricing and credit rates and fills a fixed response template.

Stage 3 of the Software Factory, and a standalone skill - turn tasks, features, or a whole component into acceptance criteria and tests that PROVE the work is correct, so a coding loop can check…

Use when an agent is about to build or refactor interface code and needs a compact, repository-specific brief covering existing tokens, components, routes, conventions, and verification commands.

Use when rebuilding a flat raster image — an ad, banner, social post, poster or other creative (PNG / JPEG / WebP) — as an editable, layered CoDesign design or `.imgly` file; when asked to layerize,…

Agent memory and context management: design persistent memory systems, manage context windows, implement summarization strategies, and build stateful agents that learn across sessions

Use this skill when applying the descriptive form-follows-function interpretation — functional clarity as a source of aesthetic quality. Trigger when designing tools, dashboards, or instrumental…

Use when completing tasks, implementing major features, or before merging to verify work meets requirements

Audit a web page for RGAA v4.1.2 Theme 8 – Mandatory HTML elements accessibility compliance. Checks for valid doctype, valid generated source code, default page language, valid language codes, page…

严肃技术故障复盘、事故通报（Postmortem）与对外公关的表达规范。基于防御性工程与无指责复盘（Blameless Postmortem）原则，剔除空洞道歉与甩锅推诿，下钻到机制防线与量化事实。触发："事故通报 / 写复盘 / postmortem / 线上故障复盘 / 宕机通报 / 故障原因分析 / 为什么挂了 / 事故报告"。

Find, inspect, compare, and shortlist native mobile product references for a new app or feature. Use when Codex needs evidence-backed reference research, a source matrix, competitor or pattern…

Design and review interaction mechanics for product flows. Use for feedback, state transitions, recovery, previews, confirmations, loading behavior, and context-preserving interactions.

Add Android app shortcuts (long-press launcher icon menu) using expo-quick-actions. Use when the user says 'app shortcuts android', 'long press menu android', 'quick actions android'.

Use when building forms with react-hook-form + zod and shadcn/ui Form — schema validation, inline errors, accessible fields, async submit with loading and server errors, and avoiding…

Push the branch and create a PR with a compact generated summary

Diff-scoped AI-slop cleanup pass: strip comment slop, defensive-check slop, type-laundering, and style drift from the current branch diff before autoreview.

Use when implementing any feature or bugfix, before writing implementation code

Scan a codebase for deepening opportunities, present them as a visual HTML report, then grill through whichever one you pick.

Hyperliquid market data, account history, trade review.

Create an instructions file (.instructions.md) for a project rule or convention.

A contract for what the agent does when a long, messy, stream-of-consciousness ramble arrives (usually voice dictation): act on nothing until the echo brief is approved. The echo audits the entire…

Safety guardrails for destructive commands. (gstack)

Fix bugs reported in PyTorch GitHub issues by reproducing, root-causing, and implementing a fix in the local working tree. Use when the user asks to fix a PyTorch GitHub issue.

Create new Claude Code Skills with proper YAML frontmatter, progressive disclosure structure, and complete directory organization. Use when you need to build custom skills for specific workflows,…

Records decisions and documentation. Use when you need to document an architecture decision (ADR) or the reasoning behind a design choice, when changing public APIs, shipping features, or when you…

Automate recruiting and hiring workflows in Ashby -- manage candidates, jobs, applications, interviews, and notes through natural language commands.

Use when reviewing templates, rendered HTML, or shared components related to Remove comments and debug code in production. Validate the final browser-facing markup, not just the source framework…

QA the omo Senpi adapter (packages/omo-senpi, packages/senpi-task) against the REAL senpi binary in strict isolation, and write every artifact to the one canonical evidence path…

BFL FLUX API integration guide covering endpoints, async polling patterns, rate limiting, error handling, webhooks, and regional endpoints with Python and TypeScript code examples.

Create or update a pull request for the current branch in the tldraw repository. Use when the user invokes pr, asks to create a PR, update an existing PR, push current branch changes for review, or…

Command-line interface for ChromaDB - A stateless CLI for managing vector database collections, documents, and semantic search. Designed for AI agents and automation via the ChromaDB HTTP API v2.

Local document and PDF parsing that returns spatial text with bounding boxes. Use for extracting text from PDFs, DOCX, Office files, and images; running OCR on scans; producing layout-preserved JSON…

Writing `as` in TypeScript or TSX production code, modifying a file that contains a bare `as` cast, silencing a type error with a cast, encountering `as unknown as`, or reviewing a cast site.

Take a PR from review to merged — run the repo's code-review skill on it in a loop (review, fix, re-review) until nothing is left to fix, applying ALL fixes on the PR branch, wait for CI green, then…

Survey a codebase's animation and motion code as a senior motion advisor, then produce a prioritized audit and self-contained implementation plans for other agents (or cheaper models) to execute.…

GitHub 国内访问加速 skill，使用 githubproxy.cc 代理加速 GitHub 仓库克隆、文件下载、Raw 文件访问等操作。使用场景：(1) 需要 git clone GitHub 仓库时加速，(2) 下载 GitHub Release 文件、Raw 文件、Archive 压缩包时加速，(3) 任何需要访问 GitHub 资源但速度慢的场景

Drive a live browser with async Python against QwenPaw's builtin Browser SDK. The full reference is below; re-load this browser skill after context compaction.

Debug logging, Debug menu, runtime pitfalls, typing-latency-sensitive paths, SwiftUI list snapshot boundaries, OS-version repros, and local visual iteration for cmux. Use when adding debug probes,…

Review code for actionable defects. Correctness is the core; performance and security are optional sub-cases of the same engine. Anchors on agreements between participants across a boundary, forces a…

AI image generation with OpenAI GPT Image 2.5, Azure OpenAI, Google, OpenRouter, DashScope, Z.AI GLM-Image, MiniMax, Jimeng, Seedream, Replicate and Agnes APIs. Supports text-to-image, reference…

Auto-detect network issues and force proxy usage with proxychains4. Use this skill when encountering connection timeouts, DNS failures, or blocked network access. Default proxy is…

4-tier progressive web scraping that auto-escalates WebFetch to curl to Interceptor to Bright Data proxy for bot detection and CAPTCHAs, with single-URL and multi-page crawl modes, output as markdown.…

Profiles ccusage performance. Use when a CLI command is slow, when checking that an optimization actually helped, when comparing a branch against main, or when reading a captured CPU profile.

Handle iii engine and SDK errors across Node, Python, Rust, and browser workers. Use when interpreting error codes, retryability, RBAC denial, timeouts, handler failures, or SDK-specific exception…

This skill should be used for diagnosing and mitigating context degradation: lost-in-middle failures, context poisoning, context clash, context confusion, attention-pattern issues, and agent…

Use when creating, running, or managing CI/CD pipelines in KubeSphere DevOps, including pipeline API operations and run monitoring

Review DXF and STEP/STP uploads for SendCutSend.com orders using its ordering guide, catalog, and specs. Use only for SendCutSend.com preflight reports covering upload readiness, selected…

使用 sau CLI 登录 Facebook Page，发布视频或图文、设置北京时间排期、查询原作品并删除。

Use when testing the multi-file html build