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Cursor rule

A set of design rules written in Chinese, divided into mandatory red lines and important principles that may be waived with a stated reason.

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Cursor rule

A development rule set based on three roles, with keywords selecting the role to use; without a keyword, it defaults to Worker mode.

sheng3233836/vibe-coding-standards

Cursor rule

Java and Spring Boot coding conventions for keeping code written by multiple AI agents consistent.

sheng3233836/vibe-coding-standards

Cursor rule

A project-architecture rules template covering domain boundaries and separate data-access layers. It must be filled in for the specific project.

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Skill Claude CodeCodex

You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.

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Skill Claude CodeCodex

This skill should be used when the user asks to "compress context", "summarize conversation history", "implement compaction", "reduce token usage", or mentions context compression, structured summarization, tokens-per-task optimization, or long-running agent sessions exceeding context limits.

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Skill Claude CodeCodex

This skill should be used when the user asks to "diagnose context problems", "fix lost-in-middle issues", "debug agent failures", "understand context poisoning", or mentions context degradation, attention patterns, context clash, context confusion, or agent performance degradation. Provides patterns for recognizing…

sheng3233836/vibe-coding-standards

Skill Claude CodeCodex

This skill should be used when the user asks to "understand context", "explain context windows", "design agent architecture", "debug context issues", "optimize context usage", or discusses context components, attention mechanics, progressive disclosure, or context budgeting. Provides foundational understanding of…

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Skill Claude CodeCodex

This skill should be used when the user asks to "optimize context", "reduce token costs", "improve context efficiency", "implement KV-cache optimization", "partition context", or mentions context limits, observation masking, context budgeting, or extending effective context capacity.

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Skill Claude CodeCodex

Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies.

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Skill Claude CodeCodex

Use when you have a written implementation plan to execute in a separate session with review checkpoints.

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Skill Claude CodeCodex

This skill should be used when the user asks to "offload context to files", "implement dynamic context discovery", "use filesystem for agent memory", "reduce context window bloat", or mentions file-based context management, tool output persistence, agent scratch pads, or just-in-time context loading.

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Skill Claude CodeCodex

Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanup.

sheng3233836/vibe-coding-standards

Skill Claude CodeCodex

This skill should be used when the user asks to "design multi-agent system", "implement supervisor pattern", "create swarm architecture", "coordinate multiple agents", or mentions multi-agent patterns, context isolation, agent handoffs, sub-agents, or parallel agent execution.

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Skill Claude CodeCodex

Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative agreement or blind implementation.

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Skill Claude CodeCodex

Use when completing tasks, implementing major features, or before merging to verify work meets requirements.

sheng3233836/vibe-coding-standards

Skill Claude CodeCodex

Use when executing implementation plans with independent tasks in the current session.

sheng3233836/vibe-coding-standards

Skill Claude CodeCodex

Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes.

sheng3233836/vibe-coding-standards

Skill Claude CodeCodex

Use when implementing any feature or bugfix, before writing implementation code.

sheng3233836/vibe-coding-standards

Skill Claude CodeCodex

This skill should be used when the user asks to "design agent tools", "create tool descriptions", "reduce tool complexity", "implement MCP tools", or mentions tool consolidation, architectural reduction, tool naming conventions, or agent-tool interfaces.

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Skill Claude CodeCodex

Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions.

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Skill Claude CodeCodex

Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence before assertions always.

sheng3233836/vibe-coding-standards

Skill Claude CodeCodex

Use when you have a spec or requirements for a multi-step task, before touching code.