The stack behind smarter agents.

Universal coordination protocol for AI agents. Discovery, matching, and negotiation.

Trade, monitor portfolios, and build Coinrule strategies by chat.

Graph-powered code intelligence with semantic search and knowledge graph for AI assistants

Read Proton Mail and save drafts through your local Proton Mail Bridge.

Interact with Opik prompts, traces, datasets and metrics through the Model Context Protocol.

Live AI compute pricing oracle — real-time LLM model prices across providers

Phone numbers, SMS, 2FA capture, voice calls, and email for AI agents.

Semantic search + connection-discovery across your own Apple Notes (bridges, synthesis).

Your own agent inside a live Google Meet or Zoom call. Local-first, no hosted service.

AI-powered E2E testing MCP server. Detects and auto-fixes UI bugs via DevQA Loop and Vision AI.

Search and fetch 100+ Hermes Agent tools, skills, plugins, and integrations from hermesatlas.com.

MCP server for Hermes Asia x402 CN/JP market intelligence via USDC on Base. 8 endpoints.

gemini drawing MCP & skill through browser, can be used in openclaw or any agent that supports MCP. Gemini画图 MCP和sill，支持龙虾或任何agent使用٩(๑>◡<๑)۶

算法学习之路

天命 · AI长篇小说协同创作/写作Skill — 模块化提示词工程系统 (Claude Skill / Prompt Engineering for Novel Writing)

Build event-driven applications with Azure Event Grid SDK for Java. Use when publishing events, implementing pub/sub patterns, or integrating with Azure services via events.

Generate a Product Requirements Document (PRD) for a new feature. Use when planning a feature, starting a new project, or when asked to create a PRD. Triggers on: create a prd, write prd for, plan this feature, requirements for, spec out.

Design, implement, and refactor Ports & Adapters systems with clear domain boundaries, dependency inversion, and testable use-case orchestration across TypeScript, Java, Kotlin, and Go services.

Provides implementation guidance for ConsoleService — the environment-aware console wrapper in this Angular project. Use when adding console logging to any Angular file, using contextConsole, always, never, or opts overrides, checking visibility rules, or understanding how the bootstrap patch gates console output. Keywords: console, logging, ConsoleService, contextConsole, always, never, opts, enableConsole, console.log, console.warn, console.error, suppress, force, scoped logger, console gating

Generate and edit images using NVIDIA FLUX models. Use when user asks to generate images, create pictures, edit photos, or modify existing images with AI. Supports text-to-image generation and image editing with text prompts.

Reviews pull request diffs for correctness, security, maintainability, and test coverage. Use when the user asks for a code review of a change set, patch, or PR description.

Perform comprehensive Windows forensic artifact analysis using Eric Zimmerman's open-source EZ Tools suite including

Awareness-only reference for the WordPress Presence API — an

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Maintain or extend the advisory decision-support layer that structures signal fusion, external context, AI validation, probabilistic edge, pipeline stage, and supervisor readiness without changing execution behavior. Use when working in app/decision_support.py, journaled decision-support payloads, or operator-facing decision interpretation.

Crawl websites locally with crawl4ai to extract contact emails. Accepts multiple URLs and outputs domain-grouped results for clear attribution. Uses deep crawling with URL filters (contact, about, support) to find emails on relevant pages. Use when extracting emails from websites, finding contact information, or crawling for email addresses.

Navigate status workflows with user's config. Use when asked "What's next?", "Can I move to X?", or "Why did this fail?". Delegates to get_next_status tool, interprets StatusValidator errors, explains forward/backward/emergency patterns. Lightweight coordinator - validates nothing, explains everything.

Use when behavior, setup, validation, public wording, data provenance, or workflow commands change and repository documentation may need to be updated.

Use when behavior, setup, validation, public wording, data provenance, or workflow commands change and repository documentation may need to be updated.

Open the prefab edit stage for a prefab instance or prefab asset GameObject. Modifications inside the edit stage propagate to all instances. Pair with 'assets-prefab-close' to exit the stage when done.

Open the prefab edit stage for a prefab instance or prefab asset GameObject. Modifications inside the edit stage propagate to all instances. Pair with 'assets-prefab-close' to exit the stage when done.

Mathematical foundations and theory specialist. Use when the user asks to talk to Sage, requests the theorist, or needs mathematical analysis, proofs, and convergence guarantees.

Create and manage Zoom meetings and access cloud recordings via the Zoom API. Use for queries like "create a Zoom meeting", "list my Zoom meetings", "show my Zoom recordings", or "schedule a meeting for tomorrow".

Reference system prompt and tool schemas for Lovable. Use when imitating, comparing, or analyzing Lovable's prompting style; designing prompts inspired by Lovable; or answering questions about how Lovable is prompted.

Execute the implementation planning workflow using the plan template to generate design artifacts.

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> **作者**: 邹英龙 > **更新日期**: 2026-04-29（最终版，所有修复已验证） > > 本文档记录Task6开发过程中踩过的所有坑、经验、原则和上下文。仅供开发参考，不属于最终交付内容。 > **适用范围**: Task6 多模态整网变异和验证（单机 + 多机） --- ## 核心原则（不可违背） ### 原则0：CogVideoX / InternVL3 跑通后作为基准 **CogVideoX 和 InternVL3 已成功跑通（单机 + 多机），证明Task6框架、环境配置、日志捕获逻辑、多机部署均正确。** **在调试其他模型时，以下部分禁止修改：** 1. **Task6核心框架**（`utils/task/task6.py`）： - 环境变量读取逻辑（`_init_config`） - PTA/MSA执行流程（`_run_pta_verify`、`_run_msa_verify`） - 多机并发启动逻辑（`ThreadPoolExecutor` + SSH/rsync） - 日志解析正则表达式 - 成功/失败判定逻辑 - 精度/显存/性能判定标准 2. *

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Use when behavior, setup, validation, public wording, data provenance, or workflow commands change and repository documentation may need to be updated.

Use when behavior, setup, validation, public wording, data provenance, or workflow commands change and repository documentation may need to be updated.

Implement and apply an approved change proposal

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Create a GitHub Task (sub-issue) from the current git diff vs main and link it as a sub-issue of a parent Feature in the local GitHub SmoothAiStockAnalysis. Use when Codex needs to summarize branch changes into a horizontally sliced task with acceptance criteria and create it via `gh`.

Looks harmless but omits important runtime requirements.

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Master modern business analysis with AI-powered analytics,

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Canonical task creation skill for this repo. Use when the user invokes initiate-task, asks to start a new project task, classify and approve versioned deliverable contracts, create a tracker-maintenance task with target:tracker, query current task state before creation, coordinate project tasks, or create a primary task with capability_dependencies on usable skills from another known project.

Builds reusable Convex components with isolated tables and app-facing APIs.