Software Development AI Skills

Operation-aware node configuration guidance. Use when configuring nodes, understanding property dependencies, determining required fields, choosing between get_node detail levels, or learning common…

RouterOS command tree introspection via /console/inspect API. Use when: building tools that parse RouterOS commands, generating API schemas from RouterOS, working with /console/inspect, mapping CLI…

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…

When the user wants to build programmatic SEO with AI, create competitor alternative pages, optimize for AI Overviews, or scale content production. Also use when the user mentions 'SEO,' 'programmatic…

Dump all Hyvä CMS components from active modules. This skill should be used when the user wants to list all CMS components, view available components, debug component configurations, or see the merged…

Manipulate biological sequences, parse FASTA/GenBank/PDB files, run phylogenetics, and access NCBI/PubMed programmatically via Biopython (Bio.SeqIO, Bio.Entrez, Bio.PDB, Bio.Blast). Use when scripting…

Migrate from AngularJS to Angular using hybrid mode, incremental component rewriting, and dependency injection updates. Use when upgrading AngularJS applications, planning framework migrations, or…

Operate the Clerk CLI (`clerk` binary) for authentication, user/org/session management, impersonation, local webhook testing, deploy verification, instance config, env keys, feature toggles, and any…

Build an evidence-backed, current understanding of a competitor or alternative, including who they serve, positioning, product, pricing, packaging, recent changes, strengths, weaknesses, customer…

Use this skill when you writing commands, hooks, skills for Agent, or prompts for sub agents or any other LLM interaction, including optimizing prompts, improving LLM outputs, or designing production…

Testany platform case 注册与 CRUD - 将已准备好的 platform case package 注册到平台，并管理 metadata、脚本与生命周期

Guides architectural decisions for LangGraph applications. Use when deciding between LangGraph vs alternatives, choosing state management strategies, designing multi-agent systems, or selecting…

Use when about to claim anything works, is fixed, is complete, or passes - before committing, replying to the user, or moving to the next task. Also use when relaying a subagent's or tool's success…

Structured greenfield project workflow. Creates agent-first YAML project truth under a resolved structured docs root plus root AGENTS.md for harness interoperability.

踩坑经验库 - 遇到问题时自动查阅 GitHub 上的历史踩坑记录(Capsule)，解决后自动提交新经验回 GitHub Issue。激活条件：(1) 遇到报错/异常/失败时 (2) 配置不生效或行为异常时 (3) 成功解决一个非显而易见的问题后 (4) 用户要求查阅或记录经验时。关键词：踩坑、经验、报错、failed、error、不生效、为什么、pitfall、experience

Frontend decision system where every interface choice names the business variable it moves; the required deliverable is the route classification table. Use on "redesign this screen", "critique this…

Build, adapt, and document apps that run inside Sealos Desktop using the Sealos app SDK. Use when creating a new Sealos app, integrating an existing web app into Sealos Desktop, wiring Sealos session…

Adds a new application module to this Spring Modulith project with the package layout the ModuleBoundariesTests gate expects, and a module-scoped integration test. Use when the user asks for a new…

Use when用户要求下载小宇宙播客音频，提供了小宇宙链接或播客名称

One-time per-project setup for the ship-it pipeline — detects tracker, repo, reviewer and notifier, asks the minimum, writes docs/agents/ config so no other skill ever asks again.

Entity-aware code change analysis using the pi-sem tools. Use when the user asks what changed, wants blast radius or affected tests, needs focused context for a function/class, wants review help on a…

Use when you need to consolidate a completed task into an architectural decision record and a proposed instruction delta for future agents, reducing clutter in .tasks/. Triggers on: 'use…

Workflow hook metadata for agent-playbook skills. This skill documents trigger intent between skills - DO NOT use directly, and do not assume hooks execute unless the host runtime explicitly supports…

Change public APIs without breaking clients—versioning schemes, additive vs breaking changes, deprecation windows, and comms. Use when shipping breaking changes, sunsetting fields, or coordinating…

Test email sending locally using Mailpit with .NET Aspire. Captures all outgoing emails without sending them. View rendered HTML, inspect headers, and verify delivery in integration tests. Use when…

Run Univer Sheets, Docs, Slides, Bases, Boards, or PDFs in Node.js without browser UI. Use for server-side or backend Univer, OSS Sheets or Docs Node presets, Pro product Facades and collaboration,…

When a GDD is revised, scan all ADRs and the traceability index to find architectural decisions that are now potentially stale, produce a change-impact report, and guide the user through resolution.…

End-to-end testing with Playwright for web applications. Use when writing E2E tests, browser automation, form submission testing, or user flow testing. Triggers on "playwright", "e2e test", "browser…

Official integration patterns for the Mapbox Maps Flutter SDK. Covers installation, iOS/Android platform setup, access token configuration, MapWidget initialization, camera control, annotations with…

Configure ServiceNow approval rules and sysapproval_approver records — manager/group/script approvers, multi-level routing, delegation via sys_user_delegate, and parent-record state rollup.

Zoom Contact Center SDK for iOS. Use for native iOS chat/video/ZVA/scheduled callback integrations, app lifecycle bridging, rejoin flow, and callback handling.

Work on a Quark Drive Console (local Pokémon Champions UI) session — read its request, format, attached team and artifacts through the pcui CLI, run the normal UEP team-building flow with each gate's…

Repository guidance for @clack/prompts usage in packages/hr-skills/src/cli/* and packages/hr-skills-build/src/server/build/*. Covers the intro/spinner/note/outro/log CLI-output pattern this repo…

Abaqus static analysis: linear elastic small-deformation analysis and nonlinear large-deformation / plasticity / contact analysis. Use when the task mentions: static analysis, linear static, nonlinear…

Interview the user relentlessly about a plan or design until reaching shared understanding, resolving each branch of the decision tree. Use when the user wants to stress-test a plan, get grilled on a…

Finds exact spoken quotes and clip-ready moments on podcasts and YouTube: verbatim words, speaker, date, a timestamped link, clip start and end. Uses arcmira.

Copilot agent that assists with bug investigation, root cause analysis, and fix generation for efficient debugging and issue resolution Trigger terms: bug fix, debug, troubleshoot, root cause…

为林月半子(LQ)的技术长文自动识别插图位置,并生成 16:9…

Publish novel chapters from local Markdown files to the Fanqie Novel writer backend via browser automation. Supports single/batch/scheduled publish with login state persistence.

Multi-vendor network device SSH automation using Python Netmiko — connecting, sending commands, parsing output, handling enable mode, error handling, and batch operations across device lists.

Regenerate the Codex distribution copy of the plugin skills, and the copies of the shipped verify tool, and check them for drift. Run after changing anything under claude-plugins/*/skills. OpenCode,…

Evolve hosted evals: run any model on any agent harness against datasets of Harbor-format tasks, in cloud sandboxes, from the evolve CLI and the TypeScript and Python SDKs. Use when the user wants to:…

Use when processing 3D point clouds and meshes in Python — read/write PLY/PCD, voxel downsample, normal estimation, outlier removal, RANSAC + ICP registration, Poisson surface reconstruction, quadric…

Migrate Claude-era skills into native Codex skill artifacts with a preservation-first workflow. Also migrate project-local Claude slash commands and command hooks in batch mode as review-required…

Implement, diagnose, refactor, and design javdb-cli Go changes across CLI commands, the public SDK, App API adapters, configuration, and state. Use before source changes or engineering design; use the…

Compute Rayleigh and Love wave phase/group dispersion and sensitivity kernels for one-dimensional isotropic layered Earth models. Use when forward modelling velocity profiles, comparing layered…

Find contacts at specific companies or by persona. Use when you have a company list and need contacts with specific roles (company mode), or when building a persona-based prospect list without a…

Use when a document for people to read (README, dev-log, design write-up, release notes) is being taken all the way out — flipped from draft to published, or pushed — or when the user says "publish…

Triage and orient GitHub repository, pull request, and issue work through the connected GitHub app. Use when the user asks for general GitHub help, wants PR or issue summaries, or needs repository…

Memory consolidation - review, merge, prune, and index memory files. Run periodically to keep memories organized and up-to-date.

Set up, build, debug, review, and explain AffanPay payment integrations using official AffanPay API docs, Bearer API tokens, Create Bill, hosted bill payment page redirect, callback_url webhooks,…