GitHub
code-review
A comprehensive guide and set of instructions for performing code reviews on the codebase.
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数据与 AI AI 技能
发现 数据与 AI 相关 Skills，比较来源仓库和用途，查看适合你工作流的技能说明。
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GitHub
hallucination-taxonomy
Define hallucination categories and evidence thresholds for legal citation errors
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GitHub
report-schema
Define audit report structure and JSON schema for hallucination auditor outputs
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GitHub
public-source-gating
Enforce public-sources-only verification for legal authority checking and hallucination classification.
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GitHub
git
Guided git workflow for projects using Git Flow branching strategy. Trigger with "/git" when creating feature branches, bug fixes, hotfixes, or releases. Helps with branch creation, merging, and release tagging...
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GitHub
shadcn
Building UI with shadcn/ui components for consistent, accessible interfaces. Use when creating forms, buttons, dialogs, tables, and other UI elements with React and Tailwind CSS.
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GitHub
ai-integration
Integrating AI and LLM capabilities into applications for enhanced functionalities. Use when implementing AI features, processing data with ML models, building generative workflows, or integrating AI APIs.
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GitHub
prisma
Database management with Prisma ORM including schema modeling, migrations, and query optimization. Use when working with database schemas, managing data models, running migrations, or optimizing database querie...
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GitHub
general-development
General software development practices including code review, testing strategies, and CI/CD integration. Use when implementing features, writing tests, setting up deployment pipelines, or conducting peer review...
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GitHub
nextjs-v16
Advanced patterns for Next.js 16 including cache components, server components, and error handling. Use when building pages, implementing data fetching, setting up caching strategies, or handling errors in Next...
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GitHub
nextjs-performance-architecture
A comprehensive guide to Next.js performance patterns, combining Data Fetching Colocation, the Donut Pattern, and the 'use cache' directive for optimal application architecture.
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GitHub
forge
Implementation orchestration skill for executing code changes. Use when user has a plan and wants to implement features, bug fixes, or code changes. Requires plan/context from user. Handles VCS, TDD with Aegis...
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GitHub
skill-resiliency
This skill should be used when the user asks to "add resiliency to a skill", "make this skill more robust", "improve error handling", "add validation mechanisms", "create self-correcting behavior", or discusses...
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GitHub
validated-knowledge-synthesis
Transform raw, unorganized information into actionable knowledge through systematic validation. Use when users want to synthesize information from multiple sources (documents, URLs, transcripts, notes) into str...
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GitHub
codebase-summary
Analyze a codebase and generate comprehensive documentation including architecture, components, interfaces, workflows, and dependencies. Creates an AI-optimized knowledge base (index.md) and can consolidate int...
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GitHub
writing-eval-sloptastic
Quantitative framework for detecting AI-generated "slop" in prose through systematic analysis of structural, lexical, rhetorical, and logical patterns. Use when analyzing text authenticity, evaluating writing q...
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GitHub
ai-workflow-engineering
Guide for creating reliable AI workflows and SOPs. Use when: (1) User wants to create a structured workflow for AI tasks, (2) User needs to build an SOP for complex processes, (3) User wants to ensure their wor...
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GitHub
response-quality-analysis
Analyze whether your response addresses the actual question asked before posting. Use when: (1) About to post response to forum/Slack question, (2) Want to validate response coverage, (3) Need to ensure solving...
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GitHub
guided-ooda-loop
Universal pattern for structured LLM interaction managing finite context windows through phased progression (Observe-Orient-Decide-Act). Use when the user has a complex problem, wants to design/build/create som...
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GitHub
prompt-driven-development
Transform rough ideas into detailed design documents with implementation plans. Use when a user wants to develop an idea into a complete specification, create a design document from a concept, plan a feature im...
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GitHub
faion-project-manager
Project Manager role: Project Management Framework 7/8 (8 Performance Domains, 12 Principles), PM tools (Jira, ClickUp, Linear, GitHub Projects, Azure DevOps), risk/schedule/cost management, EVM, agile ceremoni...
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GitHub
faion-net
Universal orchestrator for software projects: SDD workflow, research, product planning, development, marketing, project/business analysis, UX, HR/recruiting. 60+ agents, 18 skills, 605 methodologies.
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GitHub
faion-software-developer
Developer role: Python, JavaScript/TypeScript, backend, APIs, testing, automation, UI design. Full-stack development with 111 methodologies.
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GitHub
faion-marketing-manager
Marketing Manager role: GTM strategy, landing pages, copywriting, SEO/SEM, GEO/AEO, content marketing, social media, email campaigns, ads (Google, Meta), analytics, A/B testing, conversion optimization. 86 meth...
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默认按已收录数据中的 GitHub 仓库 Stars 排序。Stars 属于来源仓库，同一仓库的多个技能可能共享相同数值；它反映仓库关注度，不代表单个技能的安装量或质量评分。