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clean-architecture

clean-architecture

1.7Kdatabase

围绕依赖原则组织软件:源代码依赖从框架指向用例,再指向实体,方向向内。当用户提到“架构分层”、“依赖原则”、“端口与适配器(六边形架构)”、“洋葱架构”、“尖叫架构”、“业务逻辑应该放在哪里”、“与数据库解耦”、“无需重写即可替换框架”或“保持业务规则独立”时使用。也适用于决定代码属于哪一层、将核心逻辑与基础设施隔离、定义模块边界,或讨论框架是否应该调用你的代码还是反过来。涵盖组件原则、边界和SOLID。关于代码级质量,请参考clean-code。关于领域建模,请参考domain-driven-design。

wondelai avatarwondelai
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plan-task

plan-task

1.7Kresearch-knowledge

Refine a draft task specification into a fully planned, implementation-ready task with acceptance criteria, architecture, per-step sub-task files and verifiable phases

neolabhq avatarneolabhq
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blog-discourse

blog-discourse

1.7Kresearch-knowledge

Research what people are actually saying about a topic in the last 30 days across Reddit, X / Twitter, YouTube, Hacker News, dev.to, Medium, and other public discourse platforms. API-free; uses WebSearch with platform-targeted site operators plus recency filters. Produces DISCOURSE.md (a structured brief) and JSON output the writer can consume. Complements blog-researcher (which focuses on authority sources) with a recency-and-engagement lens. Use when user says "blog discourse", "discourse research", "what are people saying about", "research what people are saying", "voice of customer", "social listening", "30-day research", "trend research", "what's the discussion on", "real-time research", "practitioner discourse", "/blog discourse".

agricidaniel avataragricidaniel
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open-prose

open-prose

1.7Kagent-workflows

Activate when the user types `prose ...`, opens a `.prose.md` file with `kind:` frontmatter, opens a `.prose` file, or asks for reusable multi-agent orchestration. Treat `prose run ...` as an in-session instruction: embody the OpenProse VM yourself; do not shell out to a `prose` binary. On activation read the Markdown contract, select a state backend, wire responsibilities, execute with host primitives, and persist run state under the selected OpenProse root. Decline for one-shot questions — a plain prompt is often the right answer.

openprose avataropenprose
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migrate-nativewind-to-uniwind

migrate-nativewind-to-uniwind

1.7Kfrontend

Migrate a React Native project from NativeWind to Uniwind. Use when the user wants to replace NativeWind with Uniwind, upgrade from NativeWind, switch to Uniwind, or mentions NativeWind-to-Uniwind migration. Handles package removal, config migration, Tailwind 4 upgrade, cssInterop removal, theme conversion, and all breaking changes.

uni-stack avataruni-stack
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aso-audit

aso-audit

1.7Kresearch-knowledge

当用户需要进行全面的ASO健康审计、评估其App Store列表质量或诊断应用排名不佳的原因时使用。也适用于用户提及“ASO审计”、“ASO评分”、“为什么排名上不去”、“列表审核”或“优化我的App Store页面”等场景。如需关键词研究,请使用keyword-research。如需元数据撰写,请使用metadata-optimization。

eronred avatareronred
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blog-flow

blog-flow

1.7Kresearch-knowledge

FLOW framework integration for bloggers. Evidence-led content workflow using the Find, Optimize, Win loop with stage-specific AI prompts from the FLOW knowledge base (30 blog-applicable prompts, CC BY 4.0). Use when user says "FLOW", "FLOW framework", "blog flow", "evidence-led blogging", "find optimize win", or wants stage-specific blog prompts.

agricidaniel avataragricidaniel
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blog-localize

blog-localize

1.7Kwriting-content

Deep cultural adaptation of translated blog posts. Run after blog-translate completes. Goes beyond translation to swap brand examples, adapt CTAs, substitute legal references, localize statistic sources where possible, and adjust formality (Sie/du, tu/vous, formal/informal). Built-in profiles for DACH, Francophone, Hispanic, and Japanese markets. Use when user says "localize blog", "blog localize", "cultural adaptation", "adapt for Germany", "lokalisieren", "localiser", "adaptar".

agricidaniel avataragricidaniel
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blog-locale-audit

blog-locale-audit

1.7Kwriting-content

Audit a directory of multilingual blog content for completeness, consistency, hreflang correctness, meta-tag parity, and freshness. Builds a translation coverage matrix, flags stale translations, validates hreflang and schema, and emits a prioritized report with runnable fix commands. Use when user says "locale audit", "blog locale-audit", "check translations", "multilingual audit", "translation check", "hreflang check", "Uebersetzungen pruefen".

agricidaniel avataragricidaniel
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blog-brand

blog-brand

1.7Kwriting-content

Establish durable brand and voice context for cross-skill consumption. Generates BRAND.md (audience, positioning, do/don't editorial rules, taboo phrases, competitor differentiation) and VOICE.md (existing persona JSON re-expressed as readable prose), both written to the project root. When present, the blog orchestrator auto-loads these files for write, rewrite, brief, outline, calendar, and strategy workflows. Pairs with blog-persona, which manages the structured persona JSON. Use when user says "blog brand", "create brand context", "brand voice doc", "BRAND.md", "VOICE.md", "establish editorial brand", "brand guidelines for blog".

agricidaniel avataragricidaniel
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upgrade-stripe

upgrade-stripe

1.7Kbackend-api

Stripe API 版本和 SDK 升级指南

stripe avatarstripe
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subagent-driven-development

subagent-driven-development

1.7Ktesting-qa

Use when executing implementation plans with independent tasks in the current session or facing 3+ independent issues that can be investigated without shared state or dependencies - dispatches fresh subagent for each task with code review between tasks, enabling fast iteration with quality gates

neolabhq avatarneolabhq
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root-cause-tracing

root-cause-tracing

1.7Ktesting-qa

Use when errors occur deep in execution and you need to trace back to find the original trigger - systematically traces bugs backward through call stack, adding instrumentation when needed, to identify source of invalid data or incorrect behavior

neolabhq avatarneolabhq
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judge-with-debate

judge-with-debate

1.7Kagent-workflows

Evaluate solutions through multi-round debate between independent judges until consensus

neolabhq avatarneolabhq
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memorize

memorize

1.7Ktesting-qa

Curates insights from reflections and critiques into CLAUDE.md using Agentic Context Engineering

neolabhq avatarneolabhq
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kaizen

kaizen

1.7Kcode-generation

Use when Code implementation and refactoring, architecturing or designing systems, process and workflow improvements, error handling and validation. Provide tehniquest to avoid over-engineering and apply iterative improvements.

neolabhq avatarneolabhq
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test-driven-development

test-driven-development

1.7Ktesting-qa

Use when implementing any feature or bugfix, before writing implementation code - write the test first, watch it fail, write minimal code to pass; ensures tests actually verify behavior by requiring failure first

neolabhq avatarneolabhq
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shuorenhua

shuorenhua

1.7Kprompting-reasoning

按用户要求审稿或去 AI 味,支持中英文;保留事实、术语与责任主体,支持只标问题。

mrgediao avatarmrgediao
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blog-notebooklm

blog-notebooklm

1.7Kresearch-knowledge

Query Google NotebookLM notebooks for source-grounded, citation-backed answers from user-uploaded documents. Manages notebook library, handles Google authentication, and supports smart discovery. Works standalone via /blog notebooklm or internally from blog-write and blog-researcher for source-grounded research context. Falls back gracefully when not configured. Use when user says "notebooklm", "notebook", "query notebook", "ask notebook", "notebook research", "source grounded research", "document query", "notebook library".

agricidaniel avataragricidaniel
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blog-taxonomy

blog-taxonomy

1.7Ksecurity

Extract, suggest, and sync tags and categories for blog posts across all major CMS platforms. Supports WordPress REST API, Shopify GraphQL, Ghost Content API, Strapi REST/GraphQL, and Sanity GROQ. Generates tag suggestions from content analysis (keyword frequency, heading extraction, semantic grouping), enforces minimum post-count thresholds to prevent thin tag archives, and syncs taxonomy via authenticated API calls. Use when user says "tags", "categories", "taxonomy", "tag suggestions", "sync tags", "WordPress tags", "Shopify tags".

agricidaniel avataragricidaniel
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blog-cluster

blog-cluster

1.7Kresearch-knowledge

Semantic topic cluster planning and automated execution engine for claude-blog. Performs SERP-based keyword research, groups keywords by search intent and SERP overlap, builds a hub-and-spoke cluster architecture, generates an interactive SVG cluster map, and executes the full cluster by orchestrating blog-write calls with shared cluster context and automatic internal-link injection. Fills the strategy-to-execution gap: blog-strategy plans the blueprint, blog-cluster builds the house. Use when user says "blog cluster", "topic cluster", "content cluster", "cluster plan", "cluster execute", "pillar content", "hub and spoke", "content ecosystem", "cluster map".

agricidaniel avataragricidaniel
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eval-audit

eval-audit

1.7Kresearch-knowledge

Audit an LLM eval pipeline and surface problems: missing error analysis, unvalidated judges, vanity metrics, etc. Use when inheriting an eval system, when unsure whether evals are trustworthy, or as a starting point when no eval infrastructure exists. Do NOT use when the goal is to build a new evaluator from scratch (use error-analysis, write-judge-prompt, or validate-evaluator instead).

hamelsmu avatarhamelsmu
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refactoring-ui

refactoring-ui

1.7Kfrontend

审计并修复网页UI中的视觉层级、间距、色彩和深度。当用户提到“我的UI看起来不对劲”(或业余/不专业)、“修复设计”、“Tailwind样式”、“调色板”、“视觉层级”、“设计系统”、“间距尺度”或“组件样式”时使用。在构建一致的设计令牌、创建深色模式主题、改善数据可视化清晰度或在上线前打磨UI细节时也触发。涵盖灰度优先工作流、约束设计尺度、阴影和组件样式。字体选择请参考web-typography。可用性审计请参考ux-heuristics。

wondelai avatarwondelai
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ux-heuristics

ux-heuristics

1.7Kdesign-ui

使用启发式分析评估和改进界面可用性。当用户提到“可用性审计”、“用户感到困惑”、“表单可用性”、“导航问题”、“尼尔森启发式”、“认知走查”或“这个容易用吗”时使用。也适用于审查设计中的可用性问题、提高表单完成率、或评估信息架构和导航。涵盖克鲁格定律、尼尔森10条启发式、严重性评级、暗模式识别和可访问性。如需视觉设计修复,请参见 refactoring-ui。如需转化导向的审计,请参见 cro-methodology。

wondelai avatarwondelai
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