Software Development AI Skills

从论文与代码仓设计可交付的 AutoResearch 工程题，确定 Starter、Baseline、Reference、评分器、Harbor 结构和证据契约。用于出题、改题或审题；不替代提交包最终 QA。

Measure and improve test coverage and test suite quality using code coverage and mutation testing. Ensures tests actually catch bugs.

Use when the user names a coding or Claude Code task ("add OAuth", "set up hooks", "review this PR", "pick a model"), asks which prompt to use, says to "use the right prompt", or when you enter this…

Supply chain security audit using CLI vulnerability scanners, license compliance checks, and supply chain risk assessment. Use when auditing project dependencies for known CVEs, license concerns, and…

GridCraft is an open-source, clean-room Rust reimplementation of Microsoft Excel: a spreadsheet app for macOS (also Windows, Linux, BSD and the web) that reads and writes real .xlsx files and can be…

Trade Kalshi temperature markets, automate Kalshi weather bets, or check NOAA forecasts using the Simmer SDK and DFlow on Solana.

Create an OpenPersona pack from population / corpus seed providers (first: MatrAIx Persona 1M). Searches a pluggable seed index from user intent, maps a SeedProfile to persona.json, then generates via…

Create the Memory Bank skeleton and project command proxies in the current repository.

Autonomously produce a professional 30–60 s whimsical, hand-drawn paper-collage explainer animation in pure JavaScript (canvas + Web Audio) about what the current project does and how. Includes…

Git version control operations - commits, branches, merges, and more

Ask Claude Code to produce an implementation plan before you write code. Use when the task is complex, touches multiple files, or has unclear requirements. Claude returns a numbered step-by-step plan…

Investigate and improve application performance using Corbin Crutchley's preferences. Use for performance regressions, bundle-size changes, route-specific loading, or optimization work. Measure the…

Run the 8 Nature statistical gates and the journal checklist against the finished artifacts. Writes audit/final_audit.md and refuses the label submission-ready on a mandatory FAIL.

Write flamboyant, mischievously grand, baroque-pirate prose in the voice of Captain Jack Sparrow. Use when the user wants playful, swashbuckling, theatrical, or entertainingly evasive writing; humor…

Complexity-management design principles (deep modules, information hiding, dependency direction) for speq agents like /speq-plan or /speq-implement. Not for general design work.

Reviews diffs by severity to produce actionable feedback.

在本地 HDOCKlite 环境中运行蛋白-蛋白或蛋白-核酸对接，并生成 `hdock.out` 与复合物模型。用于用户提到 HDOCK/HDOCKlite、`hdock`、`createpl`、受体/配体 PDB、`rsite.txt`、`lsite.txt`、`restr.txt`、结合位点约束、对接结果打包，或希望把当前仓库整理成可复用 HDOCK 工作流的场景。

A comprehensive starting point for AI agents to work with Capacitor. Covers core concepts, CLI, app creation, plugins, framework integration, best practices, storage, security, testing,…

Implements and debugs browser Summarizer, Writer, and Rewriter integrations in JavaScript or TypeScript web apps. Use when adding availability checks, model download UX, session creation, summarize or…

Pack repositories with Repomix for whole-codebase, cross-file analysis. Default to a whole-repo measurement pass, then a filtered whole-repo pack; if it fits under ~1M tokens, stop and hand off to…

(alamops) Executes only the coding work of an approved implementation plan, with parallel sub-agents that never collide. Cuts a branch and records the base SHA, checks no two tasks in a wave own the…

Compute and visualize IR Spectra from input SMILES or XYZ file with MLatom.

When the user wants to configure, validate, or troubleshoot DataForSEO or another SEO data provider securely. Also use when provider credentials are missing before keyword, SERP, or SEO analysis work.

Offline compliance and hygiene scanning of an AAB or APK with `gplay preflight` — manifest flags, restricted permissions, 64-bit and 16 KB page alignment, listing assets, secrets, billing, privacy…

Socratic questioning protocol + user communication. MANDATORY for complex requests, new features, or unclear requirements. Includes progress reporting and error handling.

五运六气病机分析子技能。根据运气推算结果分析五运病机、六气病机、太过不及病机及运气合病。 适用于中医运气病机分析、年度疾病趋势推断、脏腑发病规律判断。 触发词：病机分析、运气病机、五运病机、六气病机、太过不及、胜复规律、运气合病、病机十九条。

Auto-generated skill for firecrawl-mcp tools via OneKey Gateway.

Proves a behavior-preserving code change (refactor, rename, split, merge, extract, inline, or delete of confirmed-dead code) is actually complete. Plans the change as a dependency tree, executes it…

Compose state management with a strong state-hoisting preference for Kotlin Compose (Android, Multiplatform, Compose for Web). Use for refactors or new UI that needs clear state ownership,…

After making changes, audit the diff through four lenses — Additions, Premises, Spread, Duplicates — to catch overbuilt changes and surface simplification opportunities the change itself can't see.…

GitHub issue workflow helper bound to `gh issue` for fast issue listing, triage, and issue-to-PR orchestration.

Use when the user says 'audit my conversion rate', 'cro check', 'find conversion leaks', or asks what is hurting conversion before a paid campaign or after a redesign. Scores six friction dimensions:…

当用户明确要求"使用 brainstorming"或"使用 awesome-code"时使用。⚠️ 不适用：用户只是想优化/改进某个功能（应直接修改）、只是询问技能问题（应直接回答）、没有明确使用 brainstorming/awesome-code 的一般性开发。

Use when the user wants a task executed by the current session model with a persistent Fable 5.1 advisor overseeing it. A read-only Fable 5.1 subagent writes the plan and answers checkpoint consults;…

Standalone guide to integrating Zernio messaging and inbox capabilities into any existing application, including channel connections, conversations, history, sending, replies and messaging events. Use…

Helps users discover, search and install agent skills from the marketplace. Use when the user wants to find a skill, discover new capabilities, find specific tools (especially sandboxes) or install a…

Use when uploading locally trained model weights (YOLO, RF-DETR, YOLO-NAS, PaliGemma, Florence-2) to Roboflow — the client-side Python SDK upload flow, safe API key handling, per-family packaging…

Stages 1-2 of the Software Factory - a relentless one-question-at-a-time interview that sharpens a loose idea into a brief (factory/BRIEF.md), then breaks the brief into a staged, dependency-ordered…

Power Apps Code Apps Development (React + TypeScript + Vite). Use when: building Code Apps, three-layer architecture, PAC CLI workflow, Zustand state management, TanStack Query, shadcn/ui components,…

Recover or preserve consequential UX and architecture rationale. Use when a designer asks why something was designed a certain way, whether a choice deserves an ADR/design decision record, or wants to…

One move you can run on anything: point grill-me at a target and it makes you defend your thinking from first principles until the true matter is clear. Point it at your working contract and it…

Review or polish a product UI for accessibility, brand fidelity, hierarchy, rhythm, responsive behavior, themes, interaction states, and generic AI-template patterns. Use for visual audits,…

Guidelines and instructions for Agent human-in-the-loop approvals hooks

Load this skill whenever you are filing, reviewing, or generating accessibility bug reports — whether from automated tool output, manual testing, or AI agent scans. The purpose of this skill is to…

Review pull requests to the OpenDesigner repo and merge the ones that pass. Checks for malicious code, prompt injection, unrelated or off-goal changes, broken project rules and unverified claims. Use…

Use when setting up or extending lint rules that enforce a design system - token enforcement (no raw hex or magic numbers), import boundaries, jsx-a11y, stylelint, and writing custom ESLint rules.…

Design, implement, diagnose, and verify responsive structural layout systems for web pages and components. Use when work requires coordinated decisions about containers, columns, modules, margins,…

Audit a web page for RGAA v4.1.2 Theme 9 – Information structure accessibility compliance. Checks that headings are used to structure information, the document structure is coherent…

Use when a project needs its product vision (what it is, why it exists, what it refuses to become), written to docs/ux/vision.md with an alignment rule. Triggers: "vision" / "видение", "product…

Use when designing, building, or reviewing any form, signup, checkout, settings page, or multi-step wizard — or when users abandon forms, report confusing errors, or lose data navigating back. Also…

Mixxx DJ software C++ development — architecture patterns, beat system, waveform rendering, protobuf serialization, analyzer pipeline, and Track Properties dialog