Software Development AI Skills

A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions).

Generate a PartCAD 2D sketch from a natural-language description by authoring the sketch (build123d / cadquery / dxf / svg / basic) and validating it with the PartCAD CLI. Use for /pc:gen-sketch or…

Network traffic analysis, PCAP parsing, IDS/IPS rule creation, firewall configuration auditing, and network anomaly detection

Use when the user is investigating QML / Qt Quick performance — both vague complaints ("the UI feels laggy", "this is slow", "frames are dropping", "the app stutters") and explicit asks to profile,…

Use this skill whenever the user wants to create, customize, or troubleshoot X6 v3 graph editor diagrams. Triggers include: any mention of 'X6', 'antv x6', '@antv/x6', 'X6 editor', 'X6 图编辑', '流程图',…

Use Ontoly's deterministic Software Graph and MCP capabilities for repository architecture, request tracing, dependency analysis, configuration lookup, and impact analysis before falling back to…

Orchestrate quality engineering across CI/CD pipeline phases. Use when designing test strategies, planning quality gates, or implementing shift-left/shift-right testing.

Measure a LiteRT .tflite model with `benchmark_model` on Developer Device Platform (DDP) lab phones through `litert benchmark --ddp`, or on the Mac you run it from, and turn the session into rows of…

Run TestDriver tests in CI/CD with parallel execution and cross-platform support

Turn the current work into one polished, self-contained HTML visual page — a recap of a branch's changes, a plan, a map of a folder, endpoint set, or architecture, or an interactive drill-down map of…

Write a CHANGELOG entry from the commits since the last tag, grouped into added, changed and fixed.

Transcribe audio to text using ElevenLabs Scribe v2. Use when converting audio/video to text, generating subtitles, transcribing meetings, or processing spoken content.

MiniQMT 迅投量化交易接口，基于 XtQuant Python 库（xtdata 行情 / xttrader 交易），供外部 Python 程序连接 MiniQMT 客户端，支持 A 股/期货/期权的行情获取（K线、分笔、财务数据等）和交易下单（报单、撤单、查询资产/委托/持仓）。当用户提及 miniqmt、xtquant、获取实时行情、量化交易下单、回测数据获取，或需要用外部 Python…

Web2 recon pipeline — subdomain enum, URL crawling, JS analysis, temp emails, directory fuzzing. Trust-first asset discovery.

Workflow and best practices for writing Apache Airflow DAGs. Use when creating a new DAG, write pipeline code, handling questions about DAG patterns and conventions or extending an existing DAG with a…

Run one prompt through headless Codex and capture the result. Use when: wanting a one-shot `codex exec` run or CI step. Not for batches or retries.

B站搜索批量下载工具。输入关键词即可搜索B站全站视频，支持按播放量/点赞/时间排序，搜索后自动批量获取全部高清下载链接。当用户需要查找B站视频、搜索B站内容、下载B站视频、采集B站素材时使用。触发词：B站搜索、bilibili搜索、B站下载、B站视频下载、b站搜视频、B站找素材、下载B站、bilibili下载。

Full conversion audit for any homepage or landing page. Use when someone asks to "review my homepage," "audit my landing page," "why isn't my page converting," "check my website," or wants feedback on…

Universal discipline for any LM-driven loop — agent retries, plan-act-observe, multi-agent handoffs, optimiser passes, test-fix cycles. Encodes the one rule every framework documents quietly and every…

Sets up an `## Agent skills` block in AGENTS.md/CLAUDE.md and `docs/agents/` so the engineering skills know this repo's issue tracker (GitHub or local markdown), triage label vocabulary, and domain…

Update an installed Next Move Theory setup to the latest published canon + skills by re-running the official one-command installer straight from the public GitHub repo…

Export trade history and tax calculations in formats compatible with Koinly, CoinTracker, CoinLedger, TokenTax, and IRS Form 8949

Write a typed call-stack architecture handoff.

Audit project dependencies, frameworks, languages, and dev tools for known vulnerabilities, CVEs, and security anti-patterns. Use when the user mentions 'dependency audit,' 'npm audit,' 'CVE,'…

Generate an SVG of a user-requested image or scene

诊断 Seedance 2.0 生成视频时出现的常见问题（人物 ID 漂移/双胞胎/字幕/Logo/风格漂移/延长跳变/画质劣化/特效不对/中文发音/音色不准/结尾噪音 等 12 类），定位根因并给出修复后的提示词。用于"我的提示词生成出来不对"、"视频里出现奇怪的字幕"、"人脸不像参考图"、"出现两个一样的人物"、"风格变了"、"怎么修这个提示词"等触发场景。

Animation in Blender 5.2 - slotted/layered actions and the channelbag API, Python keyframing, F-curves, game loops, NLA clips, pose library, mocap/BVH retargeting via constraints, baking control rigs…

4-phase execution loop for work units - IMPLEMENT, VALIDATE, ADVERSARIAL REVIEW, COMMIT

Every product will be AI-powered. The question is whether you'll build it right or ship a demo that falls apart in production. This skill covers LLM integration patterns, RAG architecture, prompt ...

Identify refactoring opportunities by surfacing architectural friction. Apply the deletion test, deep-modules vocabulary, and seams analysis. Each opportunity becomes its own evanflow-writing-plans…

Commit already-staged changes and push in one step. Use when the user asks to "commit and push staged changes", "commit and push what's staged", or "commit staged and push".

Use when writing Unreal Engine C++ that touches the reflection system or core types: UCLASS, UPROPERTY, UFUNCTION, USTRUCT, UENUM, GENERATED_BODY, TObjectPtr, TWeakObjectPtr, TSharedPtr, FGCObject,…

Agile product ownership toolkit for Senior Product Owner including INVEST-compliant user story generation, sprint planning, backlog management, and velocity tracking. Use for story writing, sprint…

Use when designing custom voices with Alibaba Cloud Model Studio Qwen TTS VD models. Use when creating custom synthetic voices from text descriptions and using them for speech synthesis.

用户用自然语言描述币种、回测时间区间和策略风格时，自动创建加密货币交易 Bot，读取内置 Hyperliquid CSV 覆盖并运行本地回测/进化；若币种、时间区间或策略风格缺失，则主动询问缺失项并展示 CSV 解析出的可用回测区间。也可在回测后上传平台 verify 或创建模拟实盘 Bot。适用于创建bot、交易策略、回测、backtest、evolve、upload verify、live…

Best practices, design patterns, and common pitfalls for ROS1 (Robot Operating System 1) development. Use this skill when building ROS1 nodes, packages, launch files, or debugging ROS1 systems.…

Specialized code quality evaluator for the Evaluate-Loop. Use this for evaluating code implementation tracks where the deliverable is functional code — features, API routes, state management,…

Infer and list REST API endpoints from file names or project directory structures. Use this skill whenever a user shares a list of file names, a folder/project structure, or mentions phrases like…

Drive omh-ralplan: context package, rounds, distillation.

Run knip to find and remove unused files, dependencies, and exports. Use for cleaning up dead code and unused dependencies.

开发实施阶段入口；聚合任务执行、状态更新、知识库同步与收尾状态规则，按需加载 references/assets/scripts。

맥미니에 상주하는 디스코드 대화 에이전트들(지식봇A·스터디봇B·밤냥이)을 손보거나 새로 만들 때 읽을 것. "봇이 답을 안 해", "봇 하나 더 만들자", "사용량 한도 터졌다", "봇 재시작해줘" 같은 요청을 처리한다. 이 기기 특유의 함정 두 가지(저전력 모드·CLAUDE.md 자동로딩)를 담고 있다.

turn a week's paper reading, experiment progress, debugging notes, and next-step plans into a chinese weekly report, a chinese group-meeting outline, or an english brief when the user needs a concise…

Run a security vulnerability assessment based on KISA guidelines. Supports CII (560+ items), AI Security Guide, Robot Security (103 items), Space Security (satellite/GSaaS/supply chain, 12 domains, 53…

Fetches CircleCI job logs via the v1.1 API and displays step-level output. Focuses on failed steps. Use when: CI checks fail on a PR, user shares a CircleCI job URL, user asks to check build logs,…

Write an implementation plan that leads with the decisions the user is most likely to change, and buries the mechanical work at the bottom. Use when planning is requested before a build, especially…

TypeScript, JavaScript, Python, Go, Swift, Kotlin対応のコードレビュー自動化スキル。 PRの複雑度・リスク分析、SOLID違反・コードスメルの検出、レビューレポート生成。 「コードレビューして」「PRを分析」「コード品質チェック」「レビューレポート」等のリクエストで発動。

Triage night-market failures by symptom (hooks, CI, tests). Use when a check fails unexpectedly. Do not use for routine gates; use night-market-operations.

Map slice dependencies using DSM matrix and prioritize by risk

Web fingerprinting and WAF detection using wafw00f, whatweb, nuclei, and httpx. Use this skill when user needs to identify web technologies, detect WAF/CDN, analyze server headers, or fingerprint web…

Read-only roster and observation of an agent's parent, siblings, and direct children. Use to discover reachable agents and to inspect family status and bounded recent-message previews without mutating…