Software Development AI Skills

Use when building CLI tools, implementing argument parsing, or adding interactive prompts. Invoke for parsing flags and subcommands, displaying progress bars and spinners, generating bash/zsh/fish…

Usar para generar Software Bill of Materials para cumplimiento del CRA. También: Software Bill of Materials, inventario de componentes, CycloneDX, SPDX, cadena de suministro.

Tekijänoikeus Suomen oikeuden mukaan (tekijänoikeuslaki 404/1961 DSM-uudistuksineen). Käytä tätä skilliä, kun käyttäjä kysyy teoksen, ohjelmiston, kuvan, tekstin, musiikin tai muun sisällön…

Generate comprehensive test codeunits for Business Central Agent SDK integrations. Covers 6 categories: Registration, Factory, Metadata, TaskExecution, TaskIntegration, AgentSession. ALDC workflow…

Read-only audit of a developer machine for npm/PyPI supply-chain compromise. Checks for known IOCs from the 2025-2026 wave — Shai-Hulud 2.0 (Nov 2025), Mini Shai-Hulud / TeamPCP (May 2026), Axios DPRK…

Quick mode for the rest of the session. Instead of CI's full checks, a change runs only the checks it can affect (format, lint, types and build, its own tests, and every unit, integration, flow and…

The authoring discipline for the project's plan-of-record at docs/graph/plans/grill.md — what a worker filling any section carries, and the audit that says whether the plan is still consistent with…

Headless WordPress and WPGraphQL review guidance. Use when reviewing decoupled WordPress architectures, WPGraphQL schema design, `register_graphql_field`, `register_graphql_connection`,…

Generates, optimizes, and validates Cypher 25 queries for Neo4j 2025.x and 2026.x. Use when writing new Cypher queries, optimizing slow queries, graph pattern matching, vector or fulltext search,…

Review changed code for reuse, quality, and efficiency, then fix any issues found.

Land a change everywhere the same fact is stated — enumerating the full surface inventory (landing copy, docs, machine-readable summaries, changelog badges repeated across every page, sitemap, README,…

直播切片：从电商直播录屏中找出高光片段（按时间戳 / 按字幕关键词 / 按停顿自动提议），批量导出 9:16 竖屏切片，自动模糊填充横屏画面、烧录标题与字幕、响度标准化，并给切片写标题与开头钩子。Use when the user has a livestream recording and wants 直播切片, 切片, highlights, clips, 高光片段, repurpose a…

Generates an interactive Docker Python lab block for MkDocs textbook pages, where students write and run real Python code inside an isolated Docker container. Use this skill whenever someone asks to…

Extract tabular data from a multi-page PDF backup, compare it against a current Excel spreadsheet, and produce a structured JSON diff report listing deleted rows and field-level modifications.…

Guide for choosing between Server Components and Client Components in Next.js App Router. CRITICAL for useSearchParams (requires Suspense + 'use client'), navigation (Link, redirect, useRouter),…

Deploy full-stack apps to user-authorized Alibaba Cloud ECS or comparable Linux VPS hosts with preflight, canary verification, and rollback. Use for production deployment and recovery; never purchase…

项目知识库引擎：持续维护 docs/ 目录作为活的知识库。 灵感来源：Karpathy LLM Wiki — LLM 不只是写文档，而是持续维护知识库。 五个核心操作：Ingest（摄入新信息）、Query（检索知识）、Lint（健康检查）、Index（索引维护）、Synthesize（聚合全局视图）。 触发词：文档检查、清理文档、文档索引、docs…

Install, check or upgrade the papercut toolchain. Runs the doctor, asks how much to set up (Minimal, Standard, Full), then runs install.sh with flags and fixes dependency errors. Use for "set up…

Review or refactor code so the correct behavior is the default path; use when APIs, setters, hooks, helpers, or component props have footguns where a natural call bypasses required semantics.

Parallel git worktrees for concurrent Claude Code sessions. Use when working on multiple features or writer/reviewer workflows.

为即梦／Dreamina Seedance 2.5 编写、扩写、优化和诊断高燃打斗执行脚本与可复制提示词的通用推导引擎。任意题材（仙侠、武侠、现代、科幻机甲、西部、巨兽等）的一句剧情描述，经战斗设定卡、波段拆解与耗时反推，自动产出详细准确的成片级脚本；支持直出/分段双产线、资产图提示词、诊断优化与续写，只产出文案，不提交视频生成任务。

Delegation policy for a multi-model agent stack where the main loop runs on a scarce top-tier model (e.g. Claude Fable) and cheaper/unlimited tiers do the mechanical work. The main loop owns…

Decide which bounded personal observations warrant attention, then return a source-bound private briefing intent and next-check proposal.

Visualize live or recorded ROS robot data remotely with Foxglove or Lichtblick.

Local better-auth documentation reference (latest). Better Auth documentation. Use for TypeScript authentication, OAuth, email/password, 2FA, organizations, sessions, and framework-agnostic auth.

This is a skill for benchmarking the efficiency of automatic prefix caching in vLLM using fixed prompts, real-world datasets, or synthetic prefix/suffix patterns. Use when the user asks to benchmark…

Use when setting up an existing Inkbox identity for email, SMS, iMessage, calls, inbound handling, and recurring communications triage with the API, CLI, Python SDK, or TypeScript SDK.

Triage GitHub issues through a label-based state machine. Use when user wants to create an issue, triage issues, review incoming bugs or feature requests, prepare issues for an AFK agent, or manage…

Prisma ORM patterns including Prisma Client usage, queries, mutations, relations, transactions, and schema management. Use when working with Prisma database operations or schema definitions.

快速定位和修复Bug，简化流程。用于线上/测试环境发现Bug、功能异常需要修复。

Atera platform branch of the spatial transcriptomics workflow — load and validate Atera cell-level output (AnnData + Zarr segmentation) for downstream analysis. Use when the user's data is from the…

Pull the latest data from wherever it lives (a survey, a spreadsheet, an API, a database query, a CSV) and turn it into a shareable, editable Claude Doc with hand-drawn charts: a lead that states the…

Sync this port with upstream obra/superpowers or Reasonix main-v2: detect drift, re-port, bench-gate

Consolidated project stack skill with integration patterns — code-mode (analyzes manifests) or compose-mode (synthesizes from existing skills + architecture doc). Use when the user requests to "create…

Use when customer-facing or public documentation needs to catch up with internal docs or shipped changes — "our public docs still mention the old flag", "sync the user guide", "update the customer…

Validate VST3 plugins (.vst3 bundles) using Steinberg's official validator tool. Use when user says "run VST3 validator", "validate VST3", "test the .vst3", or needs Steinberg-specific test suites.…

Use this skill whenever the user wants trading strategy advice, trade recommendations, portfolio guidance, or prediction market analysis that leads to actionable trades. Triggers: "trading strategy",…

Analyzes coupling and cohesion metrics in PHP codebases. Calculates Afferent/Efferent coupling (Ca/Ce), LCOM metrics, instability index, and abstractness. Identifies highly coupled modules and low…

Run the disk-backed DEFT AOI improvement loop for NVIDIA Cosmos Reason 3 / Cosmos3 models, using Nano by default and Edge or Super when explicitly requested: evaluate the base model on Proxy and…

Treat configuration and feature flags as typed, validated inputs with a lifecycle — read once at startup, parse to types, fail fast on missing or malformed values, no scattered env reads or…

Receive and authenticate Acumatica push notification webhooks. Use when setting up an Acumatica (MYOB Acumatica) Webhook destination on the Push Notifications form, checking the secret header you…

Build, review, debug, and automate Gmsh geometry and meshing workflows. Use when working with `.geo` scripts, the Gmsh Python API, GEO versus OpenCASCADE modeling, physical groups, mesh-size fields,…

TAM/SAM/SOM estimation for any product or market. Takes a product/market description and returns structured market sizing with sources, assumptions, and confidence ranges.

Shared delivery harness for the main commands (/toh, /toh-plan, /toh-fix, /toh-vibe) — senior-engineer tool selection rules (search real docs, reproduce before diagnosing, verify by running), THE…

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,…

Core Python library for astronomy and astrophysics workflows that need Astropy APIs, including units/quantities, coordinates, FITS I/O, tables, time systems, WCS, and cosmology. Use when implementing…

Manipulate images locally using Python and PIL/Pillow. Use when the user asks to resize, crop, rotate, flip, filter, enhance, combine, overlay, watermark, add text to, convert, compress, create, or…

Find which Figma version introduced a specific change — a component property or a child node — via a binary search over version history (~log2(N) API calls instead of N). Answers 'who added this and…

Go specialist for modules, toolchains, vendoring and fork-in-tree freezes, cgo .so plugin ABI, project layout, and builds. Use for go.mod, replace directives, vendoring upstream repos, plugin crashes.

Safely audit and reclaim disk space on macOS and Ubuntu/Linux hosts, including remote servers over SSH. Use when the user says their Mac, Linux box, VPS, or server disk is full, asks what can be…

Svelte CSS styling patterns. Use for scoped styles, CSS custom properties, style: directive, :global, or styling child components.