Processing
Data transformation and parsing
single-binary-cli-first
by isaacjackyang
Enforce a deterministic skill pattern where agents only orchestrate approved commands from an in-repo Rust/Go single-binary CLI, with strict JSON contracts, dry-run/confirm gating, and no on-demand Python/JS/TS scripts.
cynic-judge
by zeyxx
"Evaluate code, decisions, or content with 36-dimension φ-bounded scoring. 5 axioms, geometric mean Q-Score, max 61.8% confidence. Verdicts: HOWL/WAG/GROWL/BARK. Use when asked to judge, assess, rate, score, or evaluate quality."
wpm
by trywpm
Manages WordPress plugins, themes, and mu-plugins using wpm, a package manager for the WordPress ecosystem. Use when the user wants to install, update, remove, or publish WordPress packages, initialize a WordPress project with wpm, manage wpm.json dependencies, or work with the wpm registry.
Play.fun Authentication Setup
by OpusGameLabs
Provide link to Play.fun dashboard for credential generation
data-import-parsers
by janjaszczak
Implement or refactor data import/parsing so it streams files sequentially (memory-safe), validates/coerces types explicitly, skips irreparable records while logging them to an error CSV (full original columns + timestamp/file/line/error), emits rows_ok/rows_skipped/parse_errors metrics, and guarantees idempotent DB writes.
pydeseq2
by Victory-Hugo
差异基因表达分析(Python DESeq2)。从bulk RNA-seq计数中识别差异表达基因，Wald检验，FDR校正，火山图/MA图，用于RNA-seq分析。
backend-principle-eng-java-pro-max
by PrakharMNNIT
"Principal backend engineering intelligence for Java services and distributed systems. Actions: plan, design, build, implement, review, fix, optimize, refactor, debug, secure, scale backend code and architectures. Focus: correctness, reliability, performance, security, observability, scalability, operability, cost."
Product Requirements — Immo
by pardoengreg
Implémentation : LeaseChecklistViewSet.update_subscription() et .confirm_subscription() dans apps/properties/views.py. Format généré par _make_subscription() dans apps/properties/models.py.
brian-dev-workflow
by bmcgauley
Full-stack development workflow for Next.js 15 + React 19 + Supabase projects AND MCP development with progressive disclosure. Use when Brian requests help with web development, new features, debugging, testing, project setup, architecture decisions, OR creating/refactoring Model Context Protocol servers.
start-issue
by vkehfdl1
Start working on a Marshroom cart issue — creates branch, injects context, updates status to running
ga4-query
by aivokone
"Query Google Analytics 4 via the Data API. Use when the user asks about GA4, Google Analytics, website traffic, page views, sessions, users, realtime data, or analytics reports. Triggered by: GA4, Google Analytics, analytics, sessions, pageviews, activeUsers, traffic, realtime, bounce rate, engagement."
governing-destructive-operations
by chrbailey
Pre-execution safety gate for destructive commands. Requires explicit confirmation before rm -rf, git push --force, DROP TABLE, database migrations, API deletes, and other irreversible operations. Use when an AI agent is about to execute a command that could cause data loss, overwrite work, or affect production systems.
AI Integration
by tachfineamnay
Google Gemini API configuration, VertexOracle service, and prompt engineering patterns.
wechat-to-notebooklm
by singajogijaswanth
WeChat article to NotebookLM sync tool. Use when user provides a WeChat Official Account article URL (mp.weixin.qq.com) and wants to add it to their NotebookLM. Automatically fetches article content, converts to Markdown, creates notebook, and uploads to NotebookLM.
mmt-tradingview-charts
by nonhumantrades
Best practices for building charting applications using MMT real-time crypto market data with TradingView Lightweight Charts. Use when creating price charts, volume charts, indicator overlays, multi-chart dashboards, or any visualization that renders MMT data using the TradingView Lightweight Charts library.
audio-transcribe
by maxgent-ai
Speech-to-text transcription using Whisper with word-level timestamps. Use when users ask to transcribe audio or video to text, generate subtitles, or recognize speech.
upstage-ocr
by UpstageAI
"Extract plain text with word-level bounding box coordinates from images and scanned documents using Upstage OCR API. Use when user asks to OCR a document, extract raw text from an image/scan, or get text coordinates — '이미지에서 텍스트만 뽑아줘', 'OCR 돌려줘', 'extract text with coordinates'. DO NOT use for layout-aware extraction (tables, figures, markdown/HTML conversion) — use upstage-document-parse instead. DO NOT use for schema-driven field extraction (invoice number, total amount) — use upstage-information-extraction instead."
cdk-project-scaffold
by daaa1k
Scaffold a new AWS CDK TypeScript project with a production-ready development environment. This skill should be used when the user wants to create a new CDK project, initialize CDK infrastructure, or set up AWS CDK with TypeScript. Triggers on phrases like "create CDK project", "scaffold CDK", "new CDK project", or "initialize CDK".
frontend-db-dashboard
by Miao0409
Work with the cable voiceprint data pipeline and MySQL database. Use when Codex needs to validate data-center JSON manifests, ingest audio index metadata, query pending samples for inference, submit algorithm results, return frontend sample display data including audio and spectrum resources, query dashboard statistics, or explain the cable voiceprint database/API field design.
python-web-api-standards
by wideGenesis
Basic project standards for production web APIs with Litestar and Vertical Slice Architecture. Use always when working with Python production web APIs.
skill-lifecycle
by maxoreric
Skill 生命周期管理的 Workflow。当需要创建新 Skill 并持续优化时触发。触发词：创建并优化 skill、skill 生命周期、从零开始创建 skill、新建一个完整的 skill。
SKILL.md — arqel-dev/export
by arqel-dev
ADR-008 — Pest 3
关键词难度分析
by yanglei1826877278
获取关键词的难度评分及 SERP 竞争对手详情
ai-news-briefing
by vc999999999
Use when an agent needs a concise AI or ML news briefing from RSS sources, or must gather and rank daily AI news into a short list.