Software Development AI Skills

Implement bounded features and fixes in existing or new mini-program codebases while preserving repository rules, user-owned changes, approved behavior, assets, framework conventions, and evidence…

Look up precomputed AlphaGenome Atlas effects for any GRCh38 single-nucleotide variant (AVI score with Phred and 18 SHAP feature attributions, plus raw and quantile scores for RNA-seq, DNase, ATAC,…

Load to send, read or resolve repository mailbox messages and owner questions.

React performance optimization guidelines. Use when writing, reviewing, or refactoring React components to ensure optimal rendering and bundle patterns. Triggers on tasks involving React components,…

Debug failed Render deployments by analyzing logs, metrics, and database state. Identifies errors (missing env vars, port binding, OOM, etc.) and suggests fixes. Use when deployments fail, services…

雅思口语素材工厂。话题分组 + 万能故事生成 + Part 3 追问预测 + 高分表达 + 练习追踪。 触发方式：/ielts-speaking、「口语素材」「话题分组」「万能故事」「Part 2 准备」

AI-powered browser extension that filters unwanted posts from Twitter/X feeds using natural language rules and multiple AI backends

myfy module protocol, lifecycle phases, and extension patterns. Use when creating new modules, working with configure/extend/finalize methods, module dependencies, or using WebModule, DataModule,…

Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. Use when working with professional documents (.docx…

Creative ideation and solution exploration. Generates multiple approaches with trade-offs, uses structured frameworks (SCAMPER, First Principles), and hands off to plan for structuring.

Add authentication with Better Auth (TypeScript). Use for email/password, OAuth providers (Google, GitHub), 2FA/MFA, passkeys/WebAuthn, sessions, RBAC, rate limiting.

Provides deep expertise on the Milimo Video system architecture, including the split React/FastAPI design, Zustand God Store, Server-Sent Events (SSE) job tracking, and the SAM 3 microservice…

Creates and audits agent skills with SKILL.md, references, scripts, and platform-scoped metadata. Use when creating, updating, or validating shared skills.

Full-stack Supabase developer skill for building Next.js applications with Supabase. Covers Database (Postgres tables, schemas, views, indexes, joins, JSON, RLS, CLS, roles, functions, triggers,…

Manage bookmarks with Linkding. Use when the user asks to "save a bookmark", "add link", "search bookmarks", "list my bookmarks", "find saved links", "tag a bookmark", "archive bookmark", "check if…

Generate free AI textures/skins (camo, gold plated, carbon fiber, rust, etc.) for Roblox game assets like guns, weapons, tools, or any part/mesh, and apply them automatically inside Roblox Studio…

Use when implementation is complete and all tests pass — guides the clean exit from a development branch with structured options for merge, PR, or cleanup

Build GraphQL servers in Go with gqlgen: schema-first generation, resolver structure, the N+1 problem and dataloaders, complexity and depth limits, error presentation, field-level authorization, and…

Interpret validation errors and guide fixing them. Use when encountering validation errors, validation warnings, false positives, operator structure issues, or need help understanding validation…

CRO specialist that pulls live analytics data via the Humblytics MCP, analyzes conversion funnels, identifies drop-off points, and generates prioritized A/B test hypotheses. Use when analyzing…

Use when looking up library documentation, API references, framework patterns, or code examples for ANY library (React, Next.js, Vue, Django, Laravel, etc.) and the Context7 MCP server is unavailable…

初五的文案公共语境审查Skill。审查广告、社媒、节日营销、slogan、海报、短视频脚本和PR话术的上线风险，交付风险依据、改写或替代方向；打分与红队推演按需进行。单篇媒体长文使用media-narrative-analysis，外部公共事件使用hot-public-opinion-analysis；仍需最终取舍时再交judgment-hub。

Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers. Use when designing new APIs, reviewing API specifications, or establishing…

Custom authentication flows and component appearance - hooks (useSignIn, useSignUp), themes, colors, fonts, CSS. Use for custom sign-in/sign-up flows, appearance styling, visual customization,…

Select and configure nonlinear solvers for root-finding f(x)=0, optimization min F(x), and least-squares problems — choose among Newton, Newton-Krylov, quasi-Newton (BFGS, L-BFGS), Broyden, Anderson…

Designs and analyzes randomized experiments with power analysis, balance checks, and robust standard errors in R or Python. Use when user asks about RCT, A/B test, power analysis, randomization, or…

Optimize Civ6 district placement for maximum adjacency bonuses. Use when given a .Civ6Map file and scenario parameters (num_cities, population, civilization). Reads map as SQLite, computes hex grid…

Use when writing, editing, reviewing, or comparing Python code and task-local style decisions matter, especially for formatting, naming, docstrings, logging, resource handling, or Python 3.12-specific…

分析 Testany 测试失败原因 - 排查问题、查看日志、定位根因；处理签名日志前先单独加载本 skill，勿回显原始请求。

Reviews LangGraph code for bugs, anti-patterns, and improvements. Use when reviewing code that uses StateGraph, nodes, edges, checkpointing, or other LangGraph features. Catches common mistakes in…

Use when asked to simplify, clean up, tidy, or refactor code for clarity without changing what it does, or when the user says "simplify this", "clean this up", "make it readable", "reduce the…

Validate canonical structured YAML artifacts for schema shape, reference integrity, evidence quality, coverage, and granularity. Read-only by default; no legacy prose docs.

Single UI audit door: runs detectors as a hard gate, applies frontend/motion/refine judgment, ends with an adversarial interrogation and a score. Use on "looks AI-made", "this is slop", "too…

Start working on a gstack-game GitHub issue with a three-phase deep-dive workflow (research → innovate → plan). Reads affected skills, explores solution approaches, produces implementation plan, posts…

Parses and classifies ESP32 serial monitor output — reset reasons, boot loops, panics, watchdog messages, brownouts, heap failures, Wi-Fi/BLE/MQTT errors and peripheral timeouts — and produces a…

List all available agents (core, expert, self-evolving). Use when the user asks what agents are available or runs /agents.

Use this skill when the user asks about "attitudinal segmentation", "segmenting by attitude", "AI embracer vs skeptic", "how to segment our users beyond demographics", "psychographic segmentation",…

Multi-phase security scanner combining file-handoff parallel FP batching with SQLite progress tracking. Phase 3 agents write findings to /tmp files and return lean stubs. merge-findings.py batches…

Interview the dev to generate an engineering guideline — for the whole codebase (/make-guidelines) or one module (/make-guidelines <path>). Detects existing patterns first and proposes them as…

České vysvětlení změny kódu z kontraktu, ref range nebo PR — pozadí, intuice, průchod kódem, důkazy, UAT a kvíz. Volá wf-impl po UAT nebo uživatel ručně.

Challenge assumptions and probe reasoning using adversarial thinking. Use when asked to find weaknesses, challenge a design, identify edge cases, or stress-test an approach. Triggers on: 'use critic…

Reviews pull requests and code changes for quality, security, and best practices. Use when user asks for code review, PR review, or mentions reviewing changes.

Organizational coding standards and architectural patterns. References comprehensive skills for detailed patterns. Use when making architecture decisions or implementing features.

Create a shared ServiceDefaults project for Aspire applications. Centralizes OpenTelemetry, health checks, resilience, and service discovery configuration across all services. Use when building…

Use when the user reports misbehaving software to investigate — a bug, crash, wrong output, flaky behavior, or '為什麼壞掉/不會動/查一下' — and the root cause is not yet established. Enforces building a…

Component selecting expert for China-mainland (CN) locale projects ONLY — JP locale → component-selecting-JP, do not reuse this path. Zero API keys, deterministic API-only buyable gate. ALWAYS invoke…

Git best practices, branching strategies, commit conventions, and PR workflows. Use when reviewing git history, writing commits, setting up branching strategy, or improving git practices. Triggers on…

Manage ServiceNow hardware assets, software licenses, and lifecycle states on alm_hardware/alm_license — license allocation, CMDB-to-asset linking, warranty tracking, inventory aggregation (HAM/SAM).

Zoom Contact Center SDK for Web. Use for web chat/video/campaign embeds, engagement event handling, app-context integrations, and Smart Embed postMessage workflows.

Turn any local project into an AI-readable, maintainable, verifiable causal layer under the project's `.agent/` directory, and harden vague requirements into concrete task specs before editing. Use…

Inspects advai installation, runtime, and update guidance with `advai info` and `advai update`. Invoke when user asks how advai is installed, where it runs from, or how to upgrade it.