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sopaco

@sopaco source repo

12 published skills

  1. Cortex Mem MCP · sopaco
    Persistent memory enhancement for AI agents. Store conversations, search memories with semantic retrieval, and recall context across sessions. Use this skill when you need to remember user preferences, past conversations, project context, or any information that should persist beyond the current session. Provides tiered access (abstract/overview/content) for efficient context management.
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  2. Mns Backtest · sopaco bundle
    This skill should be used when the user wants to run backtests on the MNS (Market Neutral Strategist) contrarian investment strategy, analyze historical CNN Fear & Greed Index data, compare strategy performance against buy-and-hold, or tune strategy parameters. Triggers include: "回测", "backtest", "策略回测", "参数调优", "历史表现", "逆向策略表现", "恐贪指数回测", "测试我的策略", "MNS 回测", "参数对比"
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  3. Money Never Sleep · sopaco
    MNS (Money Never Sleeps) CLI operations manual for autonomous agents. Tracks an investment portfolio in a local ledger, reads market sentiment (CNN Fear & Greed Index), and generates target-weight rebalancing suggestions. Use when the user asks to view holdings, record a trade they already executed, generate a daily strategy report, inspect or tune strategy parameters, or run a backtest. CRITICAL: MNS connects to NO broker and executes NO trades. `mns buy` / `mns sell` are bookkeeping entries that record trades the human has ALREADY executed elsewhere. Never call them to "act on" a suggestion — doing so silently corrupts every downstream number. Triggers: "查看持仓", "记录买入", "记录卖出", "生成策略报告", "调仓建议", "再平衡", "恐贪指数", "更新价格", "现金余额", "交易历史", "回测策略", "调整策略参数", "MNS"
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  4. AI Context · sopaco bundle
    Project knowledge base for coding agents. Activate when: (1) starting a new session in this project, (2) encountering unfamiliar code patterns or architecture decisions, (3) user asks about project design or rationale, (4) before making significant structural changes. Contains tiered knowledge from stable design principles to dynamic issues.
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  5. AI Context Generator · sopaco bundle
    Generates .ai-context knowledge base for coding agents. Activate when: (1) setting up a new project for AI-assisted development, (2) user asks to "create project knowledge" or "setup ai-context", (3) existing .ai-context needs regeneration. Creates tiered documentation structure optimized for agent comprehension and token efficiency.
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  6. Litho Document Skill · sopaco bundle
    This skill should be used when the user asks to "generate project documentation", "analyze codebase architecture", "create C4 architecture diagrams", "document a repository", "generate technical docs", "使用 Litho 生成文档", "分析代码库架构", "生成架构文档", "为项目生成技术文档", "生成 C4 模型文档", "为这个项目写文档", "自动生成文档", "帮我分析这个代码库", or any request involving automated documentation generation for a software project. This skill enables the AI agent to autonomously analyze any codebase and produce high-quality C4 architecture documentation (Overview, Architecture, Workflow, Deep-Exploration modules, Boundary Interfaces, Database Overview) — equivalent to what deepwiki-rs produces — purely through agent reasoning and tool usage, without depending on any external binary.
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  7. Terrain Knowledge Skill · sopaco
    Use when a coding agent needs project knowledge from Terrain .terrain/ assets. Guides layered reading of context, private knowledge, and repomix index.
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  8. Rtk Skill · sopaco
    Use when running shell commands that produce verbose output (git, test, build, lint, package managers, docker). Prefix with rtk to save 60-90% tokens. MindMesh projects use explicit rtk prefix (no global hook).
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  9. Codegraph Skill · sopaco
    Use when a coding agent needs symbol relationships, callers, callees, or change impact. Guides Codegraph CLI usage (not MCP).
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  10. Repomix Rs Explorer · sopaco
    Pack a local or remote codebase with repomix-rs and analyze the generated output. Invoke for high-level exploration, structure summaries, or pattern discovery when targeted edits are not needed.
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  11. Repomix Context Skill · sopaco
    Use when an agent needs source code from the local repomix index under .mind-mesh/agent/repomix.md (not committed; regenerate via MindMesh scan).
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  12. Mind Mesh Knowledge Skill · sopaco
    Use when a coding agent needs project knowledge from MindMesh .mind-mesh/ assets. Guides layered reading of context, private knowledge, and repomix index.
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