Software Development AI Skills

Build Shopify Hydrogen storefronts with Weaverse — components, schemas, loaders, theming, data fetching, React Router v7, deployment, and advanced features.

When the user wants to create email sequences for developers including onboarding, product updates, re-engagement, or changelog communications. Trigger phrases include "developer emails," "onboarding…

Audit a game, feature, encounter structure, roguelite run, puzzle sequence, onboarding path, or progression gate through the lens of its failure loop: what happens after the player fails, what they…

Use when starting feature work that needs isolation from the current workspace — sets up a secure safehouse with git worktrees for clean operational bases

Correct use of Go's built-in data structures: slices (nil vs empty, append semantics, aliasing, preallocation), maps (comma-ok, sets, iteration order), arrays, and choosing between them. Use when:…

MikroTik RouterOS CHR (Cloud Hosted Router) with QEMU. Use when: running RouterOS in QEMU, booting CHR images, debugging CHR boot failures, setting up VirtIO devices for RouterOS, choosing between…

This skill should be used when writing, enhancing, or evaluating the launch prompt for a long-running autonomous agent or a parallel multi-agent orchestration attacking a hard problem: pseudo-formal…

Process and visualize deep-sequencing coverage with the deepTools CLI — convert BAM to bigWig (bamCoverage), build log2 ratio tracks (bamCompare), run QC (multiBamSummary correlation, PCA,…

Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications. Use when building async APIs, concurrent systems, or I/O-bound applications requiring…

Astro patterns with Clerk — middleware, SSR pages, island components, API routes, static vs SSR rendering. Triggers on: astro clerk, clerk astro middleware, astro protected page, clerk island…

Seismic phase association pipeline: loads MSEED waveforms and station CSV, runs SeisBench PhaseNet for P/S picking, associates picks into earthquake events using greedy time-clustering with…

Write API contract, 写接口契约。Use when: PRD 完成后、HLD 之前需要定义 OpenAPI/AsyncAPI/GraphQL/gRPC/WebSocket/SSE/Webhook/SDK/文件格式规范。 也用于既有相关文档的有限增量更新。

Register and implement PydanticAI tools with proper context handling, type annotations, and docstrings. Use when adding tool capabilities to agents, implementing function calling, or creating agent…

Use when a React page re-renders far more than it should — "everything re-renders on every tick", live-data dashboards, Electron/Vite apps that feel heavy under a 1s push stream. Measures render…

Register AI agents on-chain using the ERC-8004 Trustless Agents standard. Manage agent identity as NFTs, build reputation through feedback, and request third-party validation.

Load to render, check, or adopt a repo's GitHub review-bot instruction files from the shared doctrine and its effective manifest.

Fetch all reviewer comments left on your own pull request (GitHub, Azure DevOps, …) and save them as a self-contained markdown PR-REVIEW file in the task's planning directory. Fetch only — no fixing…

Systematic debugging method: 5-step root-cause analysis (capture, isolate, hypothesize, investigate, fix & verify) plus common bug-pattern reference. Use when errors, exceptions, test failures, or…

Generate high-quality thumbnails from Portolan collections using chiitiler (MapLibre GL Native). Renders the collection's actual styles/default.json server-side with optional basemap. Requires Node.js…

Review implementation plans from the .tasks/ directory for flaws before committing — either a single phase (phase mode) or across all phases of a task for consistency (cross-phase analyze mode).…

Use when the user wants to lint a Claude Code memory directory (~/.claude/memory or custom path) for index inconsistency, broken cross-links, stale project state, duplicate / conflicting feedback…

Write new Unity gameplay scripts test-first (red-green-refactor), structuring code so the core rule logic (health, timers/cooldowns, scoring, spawn timing) can be exercised in EditMode tests without a…

Laravel 13 queue and job patterns — driver choice, job design (idempotency, ShouldQueue, model serialisation), retry and failure handling, worker scaling, Bus batching and chaining, Horizon when…

Undo a change already written to a ServiceNow instance — recover the prior payload from sys_update_version, write it back without corrupting it, and know which damage update set back-out, Deleted…

Zoom Meeting SDK for macOS native apps. Use when embedding Zoom meetings in macOS with default/custom UI, PKCE + SDK auth, host start/join flows, and desktop meeting feature controllers.

Load when the user is writing, reviewing, or debugging Pulumi TypeScript/Python programs; asks about Output<T> or apply() usage; wants to create ComponentResource classes; needs to refactor resources…

生成专业 PPT 演示文稿，支持 22 种风格，自动根据内容选择最佳风格，输出到 ~/ppt-output/

Test-driven development for Drupal with PHPUnit and Drupal Test Traits (DTT). Use when writing or fixing tests, reproducing a bug before fixing it, choosing a bootstrap level (Unit vs Kernel vs…

Configures JWT Bearer authentication for .NET APIs. Includes token generation, validation, refresh tokens, and user context extraction from claims.

Delegate coding tasks to OpenAI Codex CLI agent. Use for building features, refactoring, PR reviews, and batch issue fixing. Requires the codex CLI and a git repository.

拆解技术参考文章，提取结构、开篇、代码质量、逻辑链、信息密度等写作模式。放入 博文/参考文章/{专题}/{文章}/

Autonomous PR review that posts high-signal, human-voiced comments under your account. Use when reviewing someone else's PR or your own manifest-driven PR, when you want a precision-tuned review you…

Find the mistakes agents keep repeating in this repo and make each one impossible. Try architecture first, then types, then a lint whose error names the fix, then a test, and write docs last. Prove…

Use when self-hosting an LLM app platform with visual orchestration — docker compose up in dify/docker, knowledge bases with hybrid retrieval + rerank, Chatflow/Workflow nodes (Knowledge Retrieval,…

史蒂夫·乔布斯(Steve Jobs)的思维框架与表达方式。基于Isaacson授权传记、Stanford演讲、 Lost Interview、D Conference系列、Make Something Wonderful、30+一手来源的深度调研， 提炼6个核心心智模型、8条决策启发式和完整的表达DNA。 用途：作为思维顾问，用乔布斯的视角分析产品、审视决策、提供反馈。…

Runs LightDock protein-protein docking locally by driving the lightdock3_setup.py and lightdock3.py executables, then extracts the best docked complex. Parses the GSO swarm output files with the…

Comprehensive Odoo ERP upgrade assistant for migrating modules between Odoo versions (14-19). Handles XML views, Python API changes, JavaScript/OWL components, theme SCSS variables, manifest updates,…

Domain skill — Maya geometry primitives: create spheres, cubes, cylinders; bevel, extrude, and merge polygon components. Use for individual geometry creation or editing operations inside Maya. Not for…

Set up, build, debug, review, and explain BCL payment gateway, BCL Pay, BCL Payment Link, BCL QR Terminal, BCL Forms, Bayarcash-linked setup, portal keys, transactions, webhooks, direct debit forms,…

4-phase root cause process before any fix. Use whenever you encounter an error.

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

Run a full code quality review on changed files, apply every identified fix, and iterate until approved (up to 3×).

Scaffold a new project with standard structure, configs, and CLAUDE.md

Enable/disable Jetson USB2/USB3 SS ports via kernel-DT overlay. Do NOT use for UPHY lane allocation or ODMDATA edits.

Convert existing tasks into actionable, dependency-ordered GitHub issues for the feature based on available design artifacts.

Guides the agent through upgrading a Capacitor app from v7 to v8. Use when the project is on Capacitor 7 and needs the v8 migration path. Do not use for other major versions, plugin-only upgrades, or…

Creates minimal, effective AGENTS.md files using progressive disclosure. Triggers on "create agents.md", "refactor agents.md", "review my agents.md", "claude.md", or questions about agent…

Specialist orchestrating codex exec / Antigravity CLI through dual paradigms — COMPETE (multi-variant comparison, select best) and COLLABORATE (decompose tasks across engines, integrate). Supports…

Catalyst QuickML — no/low-code ML, Generative AI, and ready-to-use AI platform. Covers (1) Prediction: ML pipelines, classification/regression, text analytics, recommendation, forecasting, clustering,…

Bump the version, generate release notes, and publish a new skillsaw release to PyPI. Use when cutting a new release.

Business logic, race conditions, and AI security analysis