Software Development AI Skills

Use when starting any conversation - establishes how to find and use skills, requiring skill invocation before ANY response including clarifying questions

面向管理学、组织研究、战略、创业、信息系统和社会科学的定性/质性研究 Skill。覆盖研究问题判断、案例选择、访谈提纲、田野笔记、扎根理论、Gioia 方法、主题分析、过程研究、跨案例比较、编码本、证据链、NVivo/MAXQDA/ATLAS.ti 工作流、质性结果写作和审稿风险。当用户需要设计、执行、编码或写作定性研究时调用。

Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions

Use when building CSS animations, JavaScript transitions, React/Vue motion, or any browser-based animation work.

Use when stuck, contradictory, blocked, or incomplete Hermes updates must be diagnosed across Git state, remotes, running processes, caches, and installed versions before recovery.

Generate a copy-paste cheat sheet from the current session — commands used, traps hit, shortcuts discovered. Style: icon sections, code blocks, quick-ref tables, trap warnings. Use when user says…

Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Assistant needs to fill in a PDF form or…

当发现参数拼接SQL、动态排序/筛选、JSON查询条件可控、模板渲染、命令执行点、搜索/统计/自动补全接口时调用，进行SQL/NoSQL/命令/SSTI/表达式注入的深度挖掘。命中场景：搜索框、排序参数、登录绕过、导出条件、文件名参数、模板/报表生成、爬虫URL参数。

Kafka 消息队列学习与选型指南。面向需要了解 Kafka 的开发者，提供核心概念、安装部署、生产者/消费者模型、消息可靠性、与业务场景匹配推荐、设计规则等（不含具体框架集成，Spring Boot 集成请用 springboot-kafka-module-skill，Python 集成请用 python-kafka-module-skill）。触发词："Kafka 学习"、"Kafka…

Apply when reporting performance numbers, benchmarks, or latency comparisons. Name the physical bottleneck and hardware/kernel root cause rather than guessing from code.

OpenTelemetry in Ruby — SDK setup, manual tracing, experimental metrics and logs, Bundler integration, contrib instrumentation for Rails/Rack/Sinatra/Sidekiq and other gems, propagation, performance,…

Create original short videos using the 巨体攻防｜共享空间中的连续闪避 Creative DNA for MiniMax H3 or Seedance 2.0. Use when the user wants this causal, camera, motion, rhythm, or payoff structure with new subjects…

Creates and reviews executable implementation plans grounded in repository evidence, with vertical slices, explicit decisions, and verification criteria. Use when asked to "plan this feature",…

Generate sound effects matched to a video using Sonilo — footsteps, impacts, ambience, foley — optionally scripted to specific timed segments, returning either the audio or a new video with the SFX…

Sets up Pawbytes Creative Suites module in a project. Use when the user requests to 'install creative suites', 'configure creative suites', 'setup creative suites', or 'paw-cra setup'.

AI safety, guardrails (NeMo, Llama Guard), bias audit, EU AI Act / Keamanan AI, guardrail (NeMo, Llama Guard), dan tata kelola AI.

Ladder-aware Continue Anthropic caching — verify the rolling ladder on the wire, then enable it by default and add TTL coverage.

Use when a Non-Executive Director, governor, or trustee needs board-level help with AI, such as evaluating an AI proposal, challenging executive AI strategy, designing governance structures, assessing…

Tarjouspyynnön laatiminen ja tarjouksen tekeminen julkisessa hankinnassa (hankintalaki 1397/2016). Käytä tätä skilliä, kun hankintayksikkö laatii tarjouspyyntöä, määrittelee soveltuvuusvaatimuksia tai…

Create or revise the canonical AL technical specification through AL Spec Agent, preserving approved architecture and human approval. ALDC workflow (Copilot prompt al-spec.create); invoke explicitly.

Writes and makes short videos for TikTok, Reels, and Shorts (or 16:9 for YouTube, Reddit, LinkedIn): a hook-first script, captions, hashtags, a posting time, and, if wanted, the rendered video. Use…

Answers impact, affected-tests, anchors and symbols queries on a plant's code via docs/graph/source-index.py, without a model.

Neo4j Python Driver v6 — driver lifecycle, execute_query, managed and explicit transactions, async (AsyncGraphDatabase), result handling, data type mapping, error handling, UNWIND batching, connection…

Background knowledge for droid-control workflows -- not invoked directly. Droid CLI target patterns, shortcuts, modes, and launch helpers.

Cell 科研玄学：实排个人四柱，分层估算月令旺衰、格局线索与扶抑喜用候选，计算起运及大运，并结合运年流月比较投稿时间。特殊格与不稳定取用不强判，不用通用或固定冲合分冒充完整命理；民俗取象不预测录用。

List what is worth fixing on a site the conversion reproduced as-is — SEO, content, links, accessibility, performance, security, analytics and design — each item with its path, evidence, effort, risk…

Find and reuse the nearest correct mechanism before adding another. Use when a change would add reusable code, policy, or workflow meaning.

Assess client concentration risk using revenue share and Herfindahl index.

Decide and record conservative contact-consent transitions from bounded engagement, bounce, and consent evidence before any send.

Master ES6+ features including async/await, destructuring, spread operators, arrow functions, promises, modules, iterators, generators, and functional programming patterns for writing clean, efficient…

Local Codex documentation reference (latest). Use when asked about Codex CLI features, configuration, skills, slash commands, AGENTS.md, MCP integration, or rules.

Create exercise directory structures with sections, problems, solutions, and explainers that pass linting. Use when user wants to scaffold exercises, create exercise stubs, or set up a new course…

LLM-powered generation pipeline for Claude Code skills and AGENTS.md — doc-init command, prompt system, context building, and output parsing

代码审查检查清单和流程。用于代码提交前的自检、PR审查、代码质量检查。

Interacts with a running Friday daemon via CLI and HTTP — lists/creates/modifies workspaces, triggers signals, watches sessions, publishes skills and agents. Use whenever you need to poke at a local…

Generate comprehensive, developer-friendly API documentation from code, including endpoints, parameters, examples, and best practices

FHIR API development guide for building healthcare endpoints. Use when: (1) Creating FHIR REST endpoints (Patient, Observation, Encounter, Condition, MedicationRequest), (2) Validating FHIR resources…

Use when the user wants an existing GitHub issue turned into a finished, reviewed pull request — "implement issue 123", "pick up ticket 45", "build the feature described in issue 7", "go fix the bug…

Use when evaluating biology grant ideas in the Chinese funding context (NSFC, MOST, etc.) — diagnosing project legitimacy, mechanism-centered scientific questions, reviewer-aware logic, innovation…

Analyzes PHP codebase for test coverage gaps. Detects untested classes, methods, branches, exception paths, and edge cases. Provides actionable recommendations.

Treat READMEs, docstrings, help text, comments, examples, and changelogs as promises that must match the code that ships — sweep them when behaviour changes, write comments for why not what, run every…

Receive and verify AgentLine webhooks. Use when setting up AgentLine (AI phone agent) webhook handlers, debugging X-Webhook-Signature verification, or handling events like call.received,…

Build, review, debug, and launch MPI-based applications across Open MPI, MPICH-family, Intel MPI, MVAPICH2, and scheduler-integrated runtimes. Use when working with `mpirun` or `mpiexec` or `srun`,…

Doc-driven platform integration expert. Converts a web app to LINE MINI App (LIFF SDK), PWA (Next.js 16), and Capacitor (iOS/Android). Expo & Tauri are secondary/legacy. ปรัชญาหลัก: ดึง docs…

Unified Python interface to 40+ bioinformatics services. Use when querying multiple databases (UniProt, KEGG, ChEMBL, Reactome) in a single workflow with consistent API. Best for cross-database…

Verify version-sensitive and time-changing facts against real sources before relying on them, instead of answering from training memory that has a cutoff date. Trigger this before using any…

Diagnose or tune Rspack splitChunks for duplicate modules, route over-fetching, cache groups, caching, or oversized chunks.

当实施Docker容器化时，分析容器架构设计，优化容器性能，解决容器相关问题。验证容器配置，设计微服务架构，和最佳实践。

Base44 platform concepts for a web app: entities, backend functions or server code, workflows, pages and layouts, the project file structure, authentication (platform login vs the custom-auth…

Turn a counterparty's tracked-changes redline into the small number of negotiating positions it actually contains, and return that instead of a counter-redline. Use whenever a marked-up agreement…

Comprehensive guide for Google Apps Script development covering all built-in services (SpreadsheetApp, DocumentApp, GmailApp, DriveApp, CalendarApp, FormApp, SlidesApp), triggers, authorisation, error…