Software Development AI Skills

Etsy keyword search scraper: given a search keyword and optional page number, returns paginated product listings with listingId, shopId, title, url, image, salePrice, originalPrice, currency, rating,…

De-identify non-English clinical text on-device with OpenMed by passing lang= and locale= to deidentify(). Use when the user has Spanish, German, French, Italian, Portuguese, Dutch, Hindi, Telugu,…

Use CodexBar CLI local cost usage to summarize per-model usage for Codex or Claude, including the current (most recent) model or a full model breakdown. Trigger when asked for model-level usage/cost…

在当前仓库设置 Husky pre-commit hooks，集成 lint-staged (Prettier)、类型检查和测试。适用于用户想添加 pre-commit hooks、设置 Husky、配置 lint-staged，或在提交时运行格式化、类型检查和测试时。

Write a prompt teammates can give their AI agents to apply a fix, upgrade, or setup change. Use only when the user explicitly invokes /prompt-for-others.

Process unstructured external input (meeting transcripts, conversation logs, pasted documents) into structured Basic Memory entities. Extracts entities, searches for existing matches, proposes new…

Analyze implementation gap between requirements and existing codebase. Use when planning integration with existing systems.

Apply plugin knowledge base updates to an existing generated system. Consults the Ars Contexta research graph for methodology improvements, proposes skill upgrades with research justification. Never…

cuOpt REST server — start server, endpoints, Python/curl client examples. Use when the user is deploying or calling the REST API.

Golang project layout and workspace setup — cmd/internal/pkg directory conventions, module and package naming, go.work workspaces, and essential configuration files. Use when starting a new Go…

Extract edge hints from daily market observations and news reactions, with optional LLM ideation, and output canonical hints.yaml for downstream concept synthesis and auto detection.

Hyperflow project setup. Use when starting hyperflow in a new project or refreshing its cache — "init hyperflow", "set up hyperflow", "refresh hyperflow", "scaffold hyperflow". One-shot setup of the…

Inverse-fold a backbone with ligand, nucleic-acid, and metal context using LigandMPNN (Dauparas et al. 2023, github.com/dauparas/LigandMPNN). Reach for this skill to redesign the residues lining a…

CRLF injection playbook. Use when user input reaches HTTP response headers, Location redirects, Set-Cookie values, or log files where carriage-return/line-feed characters can split or inject content.

Find open Singapore government tenders for any sector in real time using parallel TinyFish agents scraping multiple government tender portals simultaneously. Use this skill whenever a user wants to…

Review code changes for correctness, security, and maintainability. Supports local git diffs (staged or working tree) and remote Pull Requests (by ID or URL). Use when the user asks to review code,…

华为云渗透测试方法论。当目标使用华为云服务、发现 obs.*.myhuaweicloud.com 资产、获取华为云 AK/SK、在 ECS 实例内可访问 169.254.169.254 OpenStack 风格元数据、或需要对华为云 IAM/ECS/OBS/RDS/CCE/FunctionGraph 等服务进行安全评估时使用。覆盖 IAM 提权（OpenStack Keystone）、ECS…

Plan, run, and report imaging biostatistics the way Radiology (RSNA) reviewers expect — diagnostic accuracy with CIs, ROC/AUC comparison (DeLong/bootstrap), reader agreement (Cohen/Fleiss kappa, ICC,…

Execute tasks through competitive multi-agent generation, meta-judge evaluation specification, multi-judge evaluation, and evidence-based synthesis

AI DevKit · Test-driven development — write a failing test before writing production code. Use when implementing new functionality, adding behavior, or fixing bugs during active development.

Generate comprehensive C4 architecture documentation for an existing repository/codebase using a bottom-up analysis approach.

Prismer Evolution Plugin 开发指南 — 快速迭代 hook/skill、调试、日志查看、测试、发布全流程

根据主题、标题、人像或产品素材和可选背景，使用 Codex 内置 image_gen 制作 3:4 小红书封面。支持提炼封面标题、原创风格推荐、字体与配色选择、主体保真、背景合成、装饰说明，以及单张或多张变体；不需要 API Key。用户提出“做小红书封面”“给笔记配首图”“参考这张图做封面”“把人物放进封面”“做几版封面”时使用。

Launch the geniesim_teleop VR / Pico teleoperation loop (or the in-process image bridge) using the `geniesim teleop` CLI verb, typically inside the Genie Sim GUI Docker container. Trigger: When the…

根据文本文件生成词云图片，支持自定义背景色。当用户提到词云、生成词云、文字云、词频可视化时使用。

Help users master the transition from product development to active selling by leveraging their unique status as founders to bridge the trust gap and define a scalable sales motion.

When a real test is too rare, large, or irreversible, run a controlled counterfactual: isolate one variable, fix conditions, trace the mechanistic chain, and bound what the result implies.

Manage Git branches, merges, conflicts, commits, and release baselines. Use for repository history and change-management operations.

Spoof HTTP/2 SETTINGS frames and pseudo-header order per browser profile.

图片增强 / 放大 / 变清晰：高质量放大（Lanczos 2x/4x）+ 去噪 + 锐化 + 自动对比度/饱和度，改善偏糊、偏暗、噪点多的图片。当用户说 图片放大、图片变清晰、提高清晰度、图片增强、去噪点、锐化、图片太糊了、放大到高清、提升画质、优化图片、图片调亮调色 时使用。基于 shared/scripts/img_enhance.py（Pillow+OpenCV）。注意：这是传统增强非…

Autonomous decision loop with reflection and iteration

Expert debugging and profiling for leaks, GPU/Visual Profiler, headless CI QA, orphan nodes, thread-safe logs, and custom Debugger monitors — not print/breakpoint tutorials. Trigger on…

Audits documentation and comments for trust, coverage, consistency and freshness; read-only.

Scope or freeze which files Claude can edit during debugging, a refactor, or review. Use when edits should stay in specific dirs, or for a read-only investigate lock. Backed by a sentinel + PreToolUse…

Evaluate LLM systems using automated metrics, LLM-as-judge, and benchmarks. Use when testing prompt quality, validating RAG pipelines, measuring safety (hallucinations, bias), or comparing models for…

Comprehensive mobile testing for iOS and Android platforms including gestures, sensors, permissions, device fragmentation, and performance. Use when testing native apps, hybrid apps, or mobile web,…

Troubleshoot Claude Code extensions and behavior. Triggers on: debug, troubleshoot, not working, skill not loading, hook not running, agent not found.

Create and manage database migrations with reversible changes, proper naming conventions, and zero-downtime deployment strategies. Use this skill when creating database migration files, modifying…

Social media monitoring, narrative tracking, and OSINT. Use when tracking viral spread, coordinated campaigns, or account vetting.

Use when analyzing an existing TypeScript or JavaScript codebase to decide where and how to introduce Inngest. Covers repository discovery, framework and package detection, finding durability gaps in…

This skill should be used when the user wants to view, review, rate, organize, search, or export images / AI-art generations with the Cull app. Trigger on "show me these images", "review this batch",…

Harshly critique strategic documents (validation reports, competitive analyses, business plans) to identify blind spots, challenge assumptions, expose weaknesses, and generate Conductor-aligned action…

Evaluate technical options with scoring matrix, trigger Gate 4 for significant decisions

Manage build artifacts, Docker images, and package registries. Configure artifact repositories, versioning, and distribution strategies.

Use when assessing code quality hygiene — TypeScript strictness, lint violations, dead code, and duplication. Runs `audit-typescript.sh`, `audit-lint.sh`, `audit-similarity.sh`. Does NOT cover…

Add gateable features to an existing browser game — skin picker, continue-after-death, bonus mode, save slots, daily challenge. Monetization-agnostic scaffolding that leaves clean hooks for any…

Evaluates whether a business idea is technically buildable and financially viable. Covers unit economics (CAC, LTV), revenue modeling, break-even, and go/no-go verdicts. Triggers on: "feasibility…

Apply ARIMA, VAR, cointegration, and time series econometric methods

Comprehensive code review covering security vulnerabilities, performance bottlenecks, best practices, and refactoring opportunities. Use when user requests code review, security audit, or performance…

Git-aware logical undo at track, phase, or task level with confirmation gates

Deploy applications on Railway platform. Use when deploying containerized apps, setting up databases, configuring private networking, or managing Railway projects. Triggers on Railway, railway.app,…