CouchLoop EQ

AI 与智能体

by couchloop

作为面向 LLM 的 MCP 服务器,它监控幻觉、不一致、语气漂移与不安全推理,并维护可记忆上下文的会话流程。

什么是 CouchLoop EQ

作为面向 LLM 的 MCP 服务器,它监控幻觉、不一致、语气漂移与不安全推理,并维护可记忆上下文的会话流程。

核心功能 (9 个工具)

couchloop

Universal entry point for CouchLoop. Routes ANY command to the right tool. ALWAYS use for ambiguous/loose commands. Handles: - Sessions: "end session", "start", "done", "wrap up", "goodbye", "resume", "where should I start", "hi", "hey" - Status: "how am I doing", "what do you know about me", "show my progress", "my settings" - Memory: "save", "remember", "checkpoint", "recall", "don't forget" - Code: "review code", "check this", "find bugs", "is this safe" - Packages: "audit dependencies", "outdated", "npm audit", "upgrade" - Protection: "backup", "freeze code", "rollback", "undo", "restore" - Journeys: "I'm stressed", "feeling anxious", "help me", "need to talk" - Verification: "verify this", "check my response", "is this correct", "does this package exist" - Brainstorm: "brainstorm", "think through", "map out feature", "help me design", "I have an idea", "flesh out", "trade-offs" This tool should be invoked for ANY ambiguous or loose command related to sessions, memory, code quality, verification, brainstorming, or guided self-reflection.

verify

CRITICAL: Pre-delivery verification for AI-generated content. Call BEFORE presenting code, package recommendations, or factual claims to users. Catches: hallucinated packages (24% of AI suggestions don't exist!), hallucinated APIs, incorrect imports, ESM/CJS confusion, deprecated methods, security vulnerabilities, inconsistencies with previous statements. Returns verification result with fixes if needed.

status

Dashboard and quick status checks. Use for: "how am I doing", "what's my progress", "show my history", "what do you know about me", "my settings", "context window", "backup status". Returns personalized status with actionable next steps.

conversation

Start or continue an AI conversation with built-in crisis detection, guided self-reflection journeys, and session memory. Includes brainstorm mode for dev ideation. Triggers: "end session", "start session", "wrap up", "done for now", "talk", "chat", "feeling", "stressed", "help me", "brainstorm", "think through", "map out feature".

brainstorm

Dev thinking partner for architecture decisions, feature design, trade-offs, and technical exploration. Asks reflective questions to help you arrive at your own best solution, then provides concrete analysis when you've narrowed options. Triggers: "brainstorm", "think through", "map out", "help me design", "I have an idea", "flesh out", "trade-offs", "pros and cons", "should I use X or Y".

code_review

Complete code review: security vulnerabilities (SQL injection, XSS, secrets), code quality (console.logs, TODOs, error handling), code smells (complexity, bloat), and AI-generated errors (hallucinated APIs, build context issues). One call, full analysis. Triggers: "review", "check code", "analyze", "security check", "lint", "find bugs", "is this safe".

package_audit

Complete dependency audit: validates packages exist and are legitimate (catches typosquatting), checks for outdated versions and security vulnerabilities, generates upgrade reports with migration guides and breaking changes. Triggers: "audit", "check dependencies", "outdated", "vulnerable packages", "upgrade", "npm audit", "security scan".

remember

Capture and preserve important context from conversations. Automatically routes to the right storage: checkpoints for progress, insights for realizations, context for technical decisions. Prevents AI amnesia across conversations. Triggers: "save", "remember this", "checkpoint", "note", "don't forget", "keep track", "save progress", "log this".

protect

File protection and safety: prevent accidental deletions, create automatic backups, rollback changes, enable code freeze mode. Essential for safe AI-assisted development. Triggers: "backup", "protect", "freeze", "rollback", "undo", "restore", "safe mode".

常见问题

CouchLoop EQ 是什么?

作为面向 LLM 的 MCP 服务器,它监控幻觉、不一致、语气漂移与不安全推理,并维护可记忆上下文的会话流程。

CouchLoop EQ 提供哪些工具?

提供 9 个工具,包括 couchloop、verify、status

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