Software Development AI Skills

Configure Aspire AppHost to emit explicit app config via environment variables; keep app code free of Aspire clients and service discovery.

Update existing API documentation when Formisch source code changes. Use when function signatures, types, interfaces, or JSDoc comments change in the library source.

Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining or merging multiple PDFs into one, splitting PDFs apart,…

Use when the user mentions accessibility checking, App Store submission, code review, or WCAG compliance.

微信公众号文章 → Markdown 提取 + A层观点提取 + B层问题链生成。 支持直接链接抓取和 PDF 提取两种方式。

Plan-time methodology contract for survey/review/report projects. Forces an audit-grade survey instead of a paper-trust summary. Distilled from ~240 reviews (2024-2026) across 9 domain clusters —…

AWS EKS Kubernetes management for clusters, node groups, and workloads. Use when creating clusters, configuring IRSA, managing node groups, deploying applications, or integrating with AWS services.

Query metadata and download data from the PRIDE Archive, EMBL-EBI's proteomics identifications database, via the PRIDE Archive REST API v3. Works with PRIDE/ProteomeXchange accessions (PXD, PRD) to…

Orchestrates 30 check scripts across 9 categories (code, tests, docs, SKILLs, deps, infra). Use when asked to run maintenance, check quality, verify docs, audit SKILLs, or clean up artifacts.

Waste report for coding-agent sessions in Claude Code, Codex, Gemini CLI, and OpenCode: finds where tokens, money, and time were wasted, and the fix for each kind of waste. Use when the user asks…

セッションを終える・中断する・引き継ぐときに、作業状態を定型 HANDOFF ドキュメント + memory ポインタ + agmsg 通知として残す。worktree / main どちらでも動く。 完了済みの worktree では handoff ではなく /crowi-complete-feature を先に促す。 キーワード: handoff, 引き継ぎ, 中断, セッション終了,…

Inline text editing implementation within the file browser preview pane using tmux PTY backend, cursor movement, text manipulation, and editor state management. Covers entry/exit lifecycle, dimension…

Use when planning to execute Gradle through `gradle`, `./gradlew`, or a custom `gradlew*` wrapper script, or diagnosing a Gradle build, compact workflow ledger, repeated failure fingerprint, check,…

Generate AI images using Gemini or GPT APIs directly. Covers model selection (Gemini for scenes; GPT Image 2 for text rendering, batch variations, multi-reference compositing; GPT Image 1.5 for…

Systematic approach to diagnosing and fixing errors

Load when building, running, testing, packaging, linting, or configuring a Kotlin/Java project with the Kotlin Toolchain (JetBrains' unified CLI, formerly Amper), when scaffolding a new or greenfield…

Audits codebases for common security vulnerabilities that AI coding assistants introduce in "vibe-coded" applications. Checks for exposed API keys, broken access control (Supabase RLS, Firebase…

Review, run, debug, and verify approved MATLAB or Beita Tianyuan modeling code against its plan, data contract, method decision, compatibility constraints, and experiment outputs, saving one compact…

Go 开发规范，包含命名约定、错误处理、并发编程、测试规范等

Audit the choices an implementing agent made, not its diff — a pure decision audit that traces the session's history into a choices ledger, changes no code, and never blocks an unsupervised run.…

Query Fabric lakehouse and warehouse data using DuckDB, either locally or inside a Fabric notebook. Automatically invoke when the user mentions "DuckDB", "query Delta tables locally", or asks to…

Query the OpenAI developer documentation via the OpenAI Docs MCP server using CLI (curl/jq). Use whenever a task involves the OpenAI API (Responses, Chat Completions, Realtime, etc.), OpenAI SDKs,…

Create or extract one SPF playback-engine behavior. Use for a new atomic responsibility with signals, lifecycle, cleanup, composition, and tests.

Django access control and IDOR security review. Use when reviewing Django views, DRF viewsets, ORM queries, or any Python/Django code handling user authorization. Trigger keywords: "IDOR", "access…

Symbol Database - search service symbols, find probe-able methods.

Create a Wisp specialist or author a project-local skill using the tools Wisp actually exposes. Use when the user wants a custom Agent persona, a restricted specialist loadout, a new skill, or changes…

Triage GitHub security advisories for OpenClaw with high-confidence close/keep decisions, exact tag and commit verification, trust-model checks, optional hardening notes, and a final reply ready to…

Generates Unity Search queries and opens the Search window to find assets or scene objects. Use when the user asks to find, filter, or list assets, GameObjects, components, or references in the…

Active vulnerability hunting on a target. Loads scope, reads brain, detects tech stack, runs targeted tests with concrete payloads. Usage: /hunt target.com [--vuln-class…

当需要通过 OpenOCD 启动或附着 GDB 会话，调用自带脚本完成固件下载、在线调试或崩溃现场检查时使用。

Parse current CNKI search results page into structured paper data (title, authors, journal, date, citations). Use after a search has been performed and you need to extract the results.

Comprehensive skill for Locomotive Scroll smooth scrolling library with parallax effects, viewport detection, and scroll-driven animations. Use this skill when implementing smooth scrolling…

Build or audit an evidence-driven SGLang Day-0 support program for a new LLM, VLM, MoE, hybrid-attention, or speculative-decoding model. Use when Codex needs to map a model architecture into SGLang…

ForgeCAD model authoring, editing, debugging, and execution guidance for .forge.js, SVG-import, assembly, and CLI workflows. Use when building or modifying ForgeCAD geometry, structuring multi-file…

仅当系统或用户明确指定完整名称 `myagents-memory-gardener` 时使用； 不要根据任务语义或相似表述自行触发。

Build workflows with AWS Step Functions state machines using the JSONata query language. Covers Amazon States Language (ASL) structure, state types, variables, data transformation, error handling, AWS…

Build authored procedural buildings and architectural kits in Three.js. Use for massing grammars, exposed-edge analysis, façade bays, profiles, arches, cornices, roofs, ornaments, material-slot mesh…

安全处理 Git 状态检查、提交信息、commit、分支、push、PR 和 rebase。用于用户要求检查改动、生成或创建提交、管理分支、推送、发起 PR 或整理历史时；严格区分每个动作的授权，并保护工作树中已有和无关的修改。

Use when testing web applications with visual verification - automates Chrome browser interactions, element selection, and screenshot capture for confirming UI functionality

Safely refactor code with test coverage as a safety net. Use `--diff` to simplify just the current working diff before committing.

Manage Docker containers, images, volumes, and networks via the Docker CLI and Dockerode API

Reference for using OpenAI Codex CLI to handle complex coding tasks. Use when Research-Claw needs to delegate multi-file projects, iterative debugging, or complex code generation to a specialized AI…

Draft, revise and post privacy-scrubbed Atomic bug reports or enhancements through ordinary conversation.

Measure and shrink the always-loaded context of a Claude Code harness (CLAUDE.md + rules without paths frontmatter) back under budget — migrate narrative to reference files, convert rules to…

Integrate Stripe payments into a web application, including checkout sessions, webhooks, and customer portal.

Deploy applications to the Temps platform with automatic framework detection, Dockerfile generation, and container orchestration. Supports Next.js, Vite, React, Node.js, Python, Go, Rust, Java, and C#…

Google 캘린더 일정 조회/생성/수정/삭제. "오늘 일정", "이번 주 일정", "미팅 추가해줘" 요청에 사용. 여러 계정(work, personal) 통합 조회 지원.

Schedule on-device reminders and local actions only. Use this skill to set personal reminders or run lightweight, local tasks at a specific time or interval (e.g., notifications, local scripts), on…

Update all the `./examples` dependencies to the latest repository/third-party versions and fix any compiler or analysis issues.

Authoring & publishing ComfyUI custom nodes to the Comfy Registry, covering node structure, pyproject.toml spec, comfy-cli publishing, and CI

Best practices for HA automations, helpers, scripts, and dashboards. TRIGGER THIS SKILL WHEN: - Creating or editing automations, scripts, scenes, dashboards, blueprints - Choosing template sensors,…