python-standards
Python code quality standards covering PEP 8, Black formatting, type hints, Google-style docstrings, and error handling. Use when writing or reviewing Python…
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Python code quality standards covering PEP 8, Black formatting, type hints, Google-style docstrings, and error handling. Use when writing or reviewing Python…
Audit fact density and sourcing on a page — measure statistic/number density per passage, detect proprietary/original data, count outbound citations to…
This skill should be used when the user says "ensure config", "check arness config", "arn-code-ensure-config", "verify arness setup", or wants to verify that…
Guide for using Netlify Image CDN for image optimization and transformation. Use when serving optimized images, creating responsive image markup, setting up…
Write clear, emotionally resonant, and well-structured content that readers remember and act upon. Use when writing or editing any text—Twitter posts,…
Use when the user dumps a batch of inputs at once — a pile of emails, a backlog of Slack/Teams messages, a list of asks, meeting action items, a notes…
Analyze ENCODE functional genomics screens including CRISPR screens, MPRA (Massively Parallel Reporter Assays), and STARR-seq. Find screen data in ENCODE,…
Parse monthly content calendars from DOCX, XLSX, Notion, or text into structured calendar-data.json.
Use when a design, plan, or decision needs adversarial scrutiny before proceeding. Interrogates every branch of the decision tree, providing recommended…
Use when optimizing SEO for an Astro site — meta tags, Open Graph, JSON-LD structured data, sitemap/RSS, canonical URLs, hreflang, Core Web Vitals.
Image understanding and document analysis with Claude's multimodal capabilities -- image input formats, PDF processing, multi-image patterns, structured…
Create visually rich, style-driven slide decks in two output formats: PowerPoint (.pptx via pptxgenjs + React icons) and HTML (single-file Reveal.js deck). Use…
Architectural review workflow. Analyzes codebase organization via noun analysis and produces a target blueprint. Advisory only — does not implement changes.…
Reviews Java logging for SLF4J best practices, MDC context, structured logging, and PII safety. Use when user asks to "review logging", "check my logs",…
Goal-like loop that uses ultrawork mode to decompose work into systematic, evidence-bound steps.
中文网文金手指(外挂/系统)设计。当用户要设计系统流、签到流、空间流、模拟器、重生先知、扮猪吃老虎等核心设定,或要给主角一个变强机制时使用。产出有门槛、有成长曲线、有代价、与主线绑定的金手指方案。
Activate when the user wants to prepare a paper for submission to a specific venue. Handles venue-specific formatting validation, anonymization checks for…
Sets up or migrates a Claude Code plugin, routing to creating-plugins or the validating + refactoring pipeline. Use when user says "setup plugin", "migrate…
Targeted interview for execution-time clarification. Use when you hit an ambiguity or decision point during implementation that needs user input before…
Break down complex development requests into discrete, actionable tasks. Use when analyzing new features, integrations, refactoring requests, or any…
Integrate DeepBook v3 orderbook on Sui (limit orders, CLOB, DEX). Use when the user wants to build on DeepBook or a Sui orderbook DEX.
Open a pull request that follows the repo's conventions. Reads the PR template from .github/PULL_REQUEST_TEMPLATE.md, fills it with contextualized content (not…
Set OKRs or quarterly goals — define objectives, decompose key results, align with strategy. Use at the start of a planning cycle.
Use when organising functions in a Go file, formatting signatures, designing return values, or naming Printf-style helpers. Covers in-file ordering (type →…
Create or refresh docs/STATE.md before pausing, stopping, compaction, or handoff — guardrails session state. Use when asked to save state, checkpoint the…
Racket-specific tooling, libraries, idioms, and language-oriented programming philosophy. Use when working with Racket code. Emphasizes LOP, contracts, macros,…
Convert a design system spec into code-deliverable token files — CSS variables, a Tailwind config fragment, SCSS variables, or Style-Dictionary JSON. Trigger…
Drive the Beads queue (`bd ready`) with one engine in two autonomy modes — supervised (GSD wave subagents, human gates at phase boundaries) or unattended…
雕龙·变革 | DragonCraft Shift - description: [何时使用]当需要将变革动因/阻力点/目标状态变成有逻辑、有冲突、有认知、有价值的组织变革叙事时;当需要内部信、全员讲话、变革 FAQ、变革路线图时
Audits a SQL Server migration plan with 15 checks (Y1-Y15) for version, edition, platform, and source-topology compatibility, then dispatches to…
Generate a "Journey Into [Project]" narrative report analyzing a project's entire development history from claude-mem's timeline. Use when asked for a timeline…
Create beautiful visual art in PNG and PDF documents using design philosophy and aesthetic principles for posters, illustrations, and static pieces.
Configure a Language Server (LSP) for a specific language so editor/agent tooling — diagnostics, go-to-definition, find-references, rename — works. Use when…
Drain acc's deliberation queue — open/waiting brain_frames checkpointed by headless runs — via acc_act(runtime="continue").
Optimize Bazel builds for large-scale monorepos. Use when configuring Bazel, implementing remote execution, or optimizing build performance for enterprise…
Query the CZ CELLxGENE Census programmatically for versioned public single-cell and spatial transcriptomics data. Use when you need population-scale cell…
Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration. Use when: build…
Posts content and articles to X (Twitter). Supports regular posts with images/videos and X Articles (long-form Markdown). In Codex, honor explicit requests for…
Design AWS architectures for startups using serverless patterns and IaC templates. Use when asked to design serverless architecture, create CloudFormation…
Use to select models to run locally with llama.cpp and GGUF on CPU, Mac Metal, CUDA, or ROCm. Covers finding GGUFs, quant selection, running servers, exact…
Use when building Django web applications or REST APIs with Django REST Framework. Invoke when working with settings.py, models.py, manage.py, or any Django…
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