Software Development AI Skills

当用户需要对前端代码进行全面审查时使用此技能，包括 React、Vue、Angular 或原生 JavaScript/TypeScript 项目。适用于代码审查、Pull Request 评审、性能审计、安全检查等场景。

Symbolic PDE solver with automatic code generation for finite-difference computations. Use when the agent needs to: (1) Perform seismic wave propagation modeling, (2) Implement acoustic or elastic…

Detect dangerous ACL misconfigurations in Active Directory using ldap3 to identify GenericAll, WriteDACL, and WriteOwner abuse paths

Enrich contacts with work email, phone number, and/or LinkedIn URL. Use when you have a contact list that needs enrichment before outreach. Email waterfall (FullEnrich → Pipe0), phone (FullEnrich →…

Use when a document for people to read has passed fact-check and its wording needs a pass before publishing — the prose reads like model output, corporate or marketing tone, or the user asks to polish…

Create new Paperclip plugins with the current alpha SDK/runtime. Use when scaffolding a plugin package, adding a new example plugin, or updating plugin authoring docs. Covers the supported worker/UI…

Use when a user asks to debug or fix failing GitHub PR checks that run in GitHub Actions. Use the GitHub app from this plugin for PR metadata and patch context, and use `gh` for Actions check and log…

Classic image manipulation with Python Pillow - resize, crop, composite, format conversion, watermarks, brightness/contrast adjustments, and web optimization. Use this skill when post-processing…

Create a single well-crafted git commit from current changes. Analyzes diff, follows repo's commit style, and writes a concise "why not what" message.

Run the full data science pipeline: validate raw data, preprocess, engineer features, train model, and evaluate. Use this when you want to execute the end-to-end ML pipeline or re-run it after data or…

Give your AI long-term and short-term memory: keyword-searchable session history (FTS5 index) plus a hot cache of current project state loaded at session start. Use when AI should remember past…

Scaffolds and validates new superpowers skills. Use when creating a new skill for this repository.

Project release helper for corezoid-ai-plugin. Prepares a new tagged release end-to-end. Use whenever the user says "release", "релиз", "новый релиз", "сделай релиз", "выпусти версию", "bump version",…

Convert W&B Table artifacts into non-destructive EvalTable previews with scan-first planning, typed input/output/score columns, bounded batches, verification, and safe removal. Use when a coding agent…

Reach ANY tonone specialist on demand, even ones not installed in this session's roster — no restart needed. Use when asked "which agent handles this", "reach a specialist we didn't install", "route…

Reconstruct Gaussian splat scenes as editable native Blender Geometry Nodes meshes and Shader Node materials. Use for splat-to-procedural reconstruction, matched-camera analysis, semantic scene…

Generate customer-facing changelog entries from git commits and PR diffs.

大肥鱼处理「跨会话口风」的纪律——管理员和白名单好友的私聊之间互相可见（大肥鱼能记得跟每个人聊了什么），但引用必须带名字、不能张冠李戴，也不能主动播报或跨到群里；陌生人/普通群友的私聊永远不可见。用户说「别把别人的私聊说出来」「他刚才说了什么」「XX 在干嘛」「你怎么知道我跟他聊的」时也适用。

MUST use before any git push to main/master/production, or when user mentions 'deploy', 'going live', 'push to prod', 'ready to ship', 'merge to main', 'release'. Also trigger before any npm publish…

Use when user says "开始做", "帮我改", "实现", "修复", "继续推进", "编码", "写代码", "开发", "重构", "做个", "coding", "implement", "fix", "refactor", "build", /pace-dev, or explicitly requests to start/continue/resume coding…

Use when you need to rebuild the BSP overlay — DT, OOT modules, or kernel — from changes under bsp_sources/. Triggers: build bsp, rebuild dtb, rebuild kernel.

Route PostPeer MCP and developer-reference work. Use when the user asks about PostPeer tools, postpeer.dev, MCP, REST or OpenAPI schemas, TypeScript SDK usage, platform prerequisites, authentication…

Generate a custom checklist for the current feature based on user requirements.

Use for "automate me", "create/update/refresh my -mode skill", "turn/capture my preferences or working style into a skill", or wanting agents to follow how the user works. Drafts or revises a personal…

Zoom out to see how code, features, or plans fit into the bigger picture. Maps bounded contexts, traces cross-cutting concerns, surfaces hidden dependencies, and identifies systemic risks. Use when…

Write correct Sarvam Dubbing API code — async create → upload → start → poll → export pipeline for localizing video/audio into 12 Indian languages with speaker voice cloning. Use this skill when…

把 KiCad PCB 匯出成含全部零件 3D 模型的 STEP，給外殼設計用：盤點缺模型的零件、優先找原廠模型、對齊到封裝原點、用暫存副本加模型匯出（不改板檔）、逐顆自動檢查位置，最後寫外殼注意事項。Use when someone needs a mechanical/enclosure CAD of a KiCad board — "設計外殼", "做外殼", "PCB 匯出 STEP",…

Strategic guide for consuming design system metadata to compose components intelligently. Use when generating or modifying UI components and layouts to ensure component reuse, proper variant…

JavaScript / TypeScript implementation of the `architecture-as-code` pattern. Per-subsystem `eslint.architecture.mjs` files merged into a single ESLint flat-config and enforced via…

Load when a task needs read-only internet research or content retrieval through an already installed Agent Reach CLI; diagnose available backends first, never install, upgrade, authenticate,…

Complete guide for migrating from Apache Cordova to Capacitor. Use this skill when users need to modernize a Cordova/PhoneGap app to Capacitor, migrate plugins, or understand platform differences.

Deploys and operates a LiveKit agent in production: shipping a version to LiveKit Cloud and rolling it back, secrets and configuration, the worker process model and prewarming, safe async inside…

Re-reads code you just wrote with fresh perspective to catch bugs, errors, and issues. Use after completing a feature, fixing a bug, or any code changes. Triggers on "review my code", "fresh eyes",…

Compare independent solutions with agent-hub when parallel competition is requested; isolate Git worktrees, evaluate variants, and integrate the selected result.

Generate or edit images with GPT Image 2.5 through Codex/ChatGPT subscription authentication instead of OPENAI_API_KEY. Use for text-to-image, reference-image editing, or visual assets when the user…

Write, push, run, publish, and manage Kaggle Benchmark tasks using the kaggle CLI and the kaggle-benchmarks Python SDK. Use when the user wants to create or push a benchmark task (optionally with…

Guided tour of changes or codebase - explains how things work conceptually rather than listing changes mechanically. Use anytime you're asked to explain, review, walk through, or summarize work,…

Expert guidance for writing clear, comprehensive documentation including READMEs, API docs, docstrings, and technical guides. Use when creating or improving documentation.

Use when: you want to optimize an OpenClaw setup (v2026.2.23+) — cost reduction, model routing, provider configuration, context management, cron automation, sub-agent architecture, skills, or agent…

Read-only, step-by-step root cause analysis for SAP operational errors. Reads the dump summary and failing source via MCP (known-issue web lookup only when the failure is in standard SAP code), widens…

ALWAYS `render inertia: { key: data }` to pass data as props — instance variables are NOT auto-passed (only alba-inertia does that). Rails controller patterns for Inertia.js: render inertia, prop…

Use when generating the final executive security report (Phase 4)

Build, modify, debug, or verify Runway model generation in an application: discover accessible models and constraints with MCP, implement SDK calls, and wire inputs and outputs into the product UI.…

Design, create, inspect, update, attach, detach, preview, execute, and verify reusable Vapi Structured Outputs through public API or Server SDK workflows. Use for post-call extraction, typed call…

Create and push reusable skills to SkillNote from Codex when repeated instructions are detected or the user says "create a skill", "save this pattern", "push a skill". Guides drafting, review,…

为现有网站新增可用的在线工具，并接入多语言、工具目录、站点地图和必要的成本提示。支持明确输入与结果回读。Use to add an online tool to an existing website.

Audits views for compliance with Apple's Sufficient Contrast accessibility nutrition label (WCAG 2.1 contrast ratios). Use when the user asks to check color contrast, audit contrast ratios, verify the…

Deprecated agent-mode algorithm (evo-graph port): a weakness-graph search that dispatched one solver agent per failure cluster and reverted a whole round on regression. Do not start new runs with it —…

This skill should be used when the user names Charmbracelet VHS, asks to use the `vhs` CLI, wants a terminal recording, terminal GIF, terminal MP4/WebM, `.tape` file, scripted terminal demo, or a…

Generate HTML artifacts for code review, PR explanation, and codebase understanding — rendered diffs with inline annotations, severity-coded findings, refactor risk maps, before/after migration views,…

Object-oriented programming in R: S7, S3, S4, and vctrs class design. Use this skill when designing classes for R projects, choosing between OOP systems, building class hierarchies with inheritance,…