Software Development AI Skills

Build ServiceNow Automated Test Framework tests and suites — impersonation, form steps, assertions, server-side script steps, test parameters, and execution via snow_create_atf_test /…

Migrate Terraform/OpenTofu projects to Pulumi, including translating HCL source code and/or importing Terraform state into a Pulumi stack. Use when a user wants to convert Terraform to Pulumi, migrate…

Generate high-quality, atomic Conventional Commits by analyzing Git changes, recommending logical commit boundaries, validating commit messages, and assisting with PRs, changelogs, and releases.

Abaqus Fortran user subroutine development: UMAT/VUMAT/CREEP custom materials, UMATHT thermal constitutive, DLOAD/VDLOAD/DFLUX loads & moving heat sources, DISP/VDISP boundaries, USDFLD fields, ORIENT…

Sponsor and ad-read research on podcasts and YouTube: who sponsors a show, or which shows a brand sponsors, how often, since when. Uses arcmira.

Drupal configuration management including config import/export, config splits (complete and partial), syncing config across environments, drush commands for config management, config:import,…

Split a completed PostHog task run into activity records — what the agent tried, whether it worked, what blocked it — and record each one through the report_activity tool. Use when a task asks to…

Synthesize why you win and lose deals from your full set of sales call transcripts, deal notes, and CRM close reasons at once. Separates what buyers said out loud from what the pattern of evidence…

Diagnose and fix excessive Postgres egress (network data transfer) in a codebase. Use when a user mentions high database bills, unexpected data transfer costs, network transfer charges, egress spikes,…

Author-side PR lifecycle babysitter and companion to review-pr. Use when the user wants to tend an existing GitHub PR through CI, review threads, description sync, mergeability, auto-fixes, or asks to…

Create or update mode skills from named GitHub maintainers' engineering activity. Use for automate maintainer, review in a named maintainer's style, or capture a named group's conventions.

Publish a dataset of Harbor-format tasks to Evolve, or upload a finished job directory. Use when the user wants to publish, upload, or share tasks, datasets/benchmarks, or job results on Evolve.

Audits, creates and improves Agent Skills (folders with a SKILL.md) against Anthropic's skill authoring best practices, the Claude Code skills docs and the prompting guides for newer models such as…

Use when displaying 360-degree panoramic images (equirectangular/cubemap/dual-fisheye) in web applications, building virtual tours with markers and transitions, embedding interactive panoramas in…

Convert scientific papers, theses, technical reports, source code, figures, or research manuscripts into evidence-grounded Chinese invention patent drafts. Use when an AI agent must extract patentable…

Validator-backed migration QA for Codex skills and related docs

Parse Chromium-based browser databases with Hindsight to extract and correlate browsing history, downloads, cookies, cached content, autofill data, saved passwords, and extensions from Chrome, Edge,…

Use when the user asks to review a branch, PR or diff with codex ("review this with codex", 用 codex 审一下, "codex review PR N"). Runs `codex exec` from the shell with a hand-written, repo-aware prompt;…

Per-project self-improvement - reads the .harness ledger and feedback memories, then proposes gated rule/threshold/ADR changes so the project stops repeating mistakes. Run periodically.

Set up, build, debug, review, and explain Airwallex online payment integrations for Malaysian merchants using official Airwallex docs, Payment Intents API, Hosted Payment Page, Checkout Sessions,…

Build Docker images and launch a local preview environment with docker-compose. Use to test the full stack locally before merging.

Crawls a new codebase to infer stack, conventions, and key invariants, then generates a PROJECT.md context file for the agent

Corezoid API connector specialist. Use when the user wants to create a process that calls the Corezoid public API (/api/2/json/), works with Corezoid objects (nodes, processes, tasks, users) via the…

Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative…

Create new GitLab stack projects from templates with proper directory structure, git configuration, validation hooks, and documentation. Use when initializing new Docker stack projects that follow…

Maintain per-repo and cross-repo changelogs — append structured entries after agent work. Use when asked to "log this change", "update changelog", "what changed", "change history".

给 DeepSeek Harness 安装「鱼的心情」（dsh-feiyu-mood，给它情绪）和「鱼的记忆」（dsh-fish-memory，给它会淡忘的长期记忆）两个插件，或排查它们装不上/不生效/更新后被打回旧版的问题。用户说「装鱼的心情」「装鱼的记忆」「飞鱼心情插件」「fish-memory」「心情插件不生效」「记忆插件没记东西」「插件更新后又变回老版本」时加载。

Use when you need to add, remove, edit, list, or change the boot default of an nvfancontrol fan profile on a Jetson/Tegra (Orin, Thor) target. Triggers: edit fan profile, tune fan curve.

Execute the implementation plan by processing and executing all tasks defined in tasks.md (with Ironclad Anti-Regression Protocols)

Backend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API routes.

Generate a project-local verification skill that drives your app the way a user does — any language, framework, or platform. Use for /skill:create-verification-skill, "make a control skill for this…

Interview the user to produce a feature spec (PRD), grounded in the project's domain model, context map, and ubiquitous language. Outputs a structured spec document. Use when starting a new feature,…

Write correct Sarvam Bulbul TTS code — bulbul:v4-flash persona speaker IDs (voice_language_style), REST, HTTP stream, WebSocket, pronunciation dictionaries, and v3/v4 traps (short names rejected on…

Guides the agent through migrating Capacitor apps from Ionic Enterprise SDK plugins to Capgo and Capacitor alternatives. Covers dependency detection, API replacement, local storage changes, and…

Writes turn-level tests for a LiveKit agent in the user's normal test suite: pytest (Python) or Vitest (Node.js). Use when the user asks to "write tests for my agent", "add a test for this tool",…

Guides creation of OpenGraph and Twitter share images using next/og ImageResponse. Covers layout patterns, custom fonts, avatars, title case, and Satori rules. Use when building OG images, Twitter…

AI agent framework attack surface — orchestration-layer compromise of LangChain (Python/JS), LangGraph, CrewAI, Microsoft AutoGen, OpenAI Assistants API v2, Anthropic Claude Agent SDK, LlamaIndex,…

Draft a goal+rider document pair to brief the next agentic turn on a project. Two documents — a ≤4000-char goal (the spine) and an unbounded rider (the prescriptive detail with eleven phases and…

Expert guidance for building LangChain agents with proper tool binding, memory, and configuration. Use when creating agents, configuring models, or setting up tool integrations in LangConfig.

读取飞书云文档（支持多个链接），解析文档中的文本、表格、图片等内容，根据用户选择的开发语言和存储结构，将产品需求文档转换为研发开发需求文档

Specialized skill for building production-ready serverless applications on AWS. Covers Lambda functions, API Gateway, DynamoDB, SQS/SNS event-driven patterns, SAM/CDK deployment, and cold start…

Set up Convex backups and run a restore DRILL that proves recovery — snapshot, restore into a throwaway preview, assert the data came back — plus a schedule matched to your RPO and a gated recovery…

One-time project initializer for Inertia Rails skills. Detects stack and frontend framework (React/Vue/Svelte) from Gemfile and package.json, offers to install recommended deps (alba-inertia,…

Deep-dive API security analysis (REST, GraphQL, WebSocket, gRPC, OAuth, Cache)

Foundation for building, modifying, debugging, or verifying Runway Dev Platform integrations in an application: connect Dev MCP, use llms.txt to find current resources, resolve project context, use…

Autonomous user preference detection, storage and injection. The agent detects preferences from conversation, saves them to Postgres, and loads active ones at the start of every flow.

Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies

Authoritative App Intents best practices from Apple. Consult for any App Intents best-practices or correctness review, and when writing, reviewing, refactoring, or extending App Intents code.…

Create a new find-XXXX preprocessor Python script from scratch (no existing SKILL.md), add configs/<GAMEVER>.yaml skill and symbol entries. Covers xref-string-based and LLM_DECOMPILE-based discovery…

Knowledge maintenance 与项目知识 bootstrap：审查/更新/合并/清理 `{KNOWLEDGE_DIR}` 文档，或从代码库提炼 CONCEPTS.md 与基线 knowledge。触发：可合并文档、定期维护、stale scaffolding、显式 bootstrap/refresh。

Draft and send email replies with context-aware tone matching. Reads incoming emails, understands context and tone, and drafts appropriate replies that match the sender's communication style. Use when…