AI & Agents

Launch a meta-judge then a judge sub-agent to evaluate results produced in the current conversation

Manage Basic Memory schemas: find unschemaed notes, infer and edit schemas, validate notes, detect drift. Use when structured note types (Task, Person, Meeting) need consistency across the graph.

Use when creating or configuring a next-safe-action client, defining actions with input/output validation, handling server errors, or setting up createSafeActionClient with Standard Schema (Zod, Yup, Valibot)

Deploys an Agentforce Concierge portal on an LWR Experience Cloud site: provisions the site, configures Concierge components, sets up branding, wires the agent, enables guest access, and publishes. Use when the user wan…

End-to-end Incident SLA setup for Service Cloud ITSM — the policy's Business Hours (reuse a named schedule, or create one from described hours or a time zone), MilestoneTypes, an Incident-scoped SLA Policy (SlaProcess),…

Execute a task with sub-agent implementation and LLM-as-a-judge verification with automatic retry loop

Launch an intelligent sub-agent with automatic model selection based on task complexity, specialized agent matching, Zero-shot CoT reasoning, and mandatory self-critique verification

USE FOR AI-grounded answers via OpenAI-compatible /chat/completions. Two modes: single-search (fast) or deep research (enable_research=true, thorough multi-search). Streaming/blocking. Citations.

Build a persistent knowledge graph of your codebase so Claude reads only what matters — up to 49x fewer tokens on coding tasks.

Orchestrator for setting up Agentforce in Salesforce Service Cloud ITSM — Agentforce Studio enablement, the IT Service Fulfiller agent, the IT Service Employee agent, specialized employee agents, and human escalation. U…

Add tree-sitter language support to codegraph end-to-end — wire the grammar + extractor, write tests, then benchmark extraction quality and retrieval value on 3 popular real-world repos. Use when the user runs /add-lang…

Use when found gap or repetative issue, that produced by you or implemenataion agent. Esentially use it each time when you say "You absolutly right, I should have done it differently." -> need create rule for this issue…

Execute tasks through systematic exploration, pruning, and expansion using Tree of Thoughts methodology with meta-judge evaluation specifications and multi-agent evaluation

安装和连接得到大脑，完成浏览器授权、环境诊断、配额检查、CLI 升级与领域 Skill 同步。用户说“安装/连接/登录/更新得到大脑”“检查为什么不能用”“查看额度”时使用。

在得到大脑查找笔记：按录音台、录音卡来源，以及书名、课程名、文稿标题、作者、评论或模糊记忆选择来源定位与语义搜索，返回真实笔记和链接。

Verify the model's understanding of a user's instruction before spending non-trivial work. Use when a request is long, bundled, high-stakes, hard to undo, or has ambiguous scope or referents such as this, that, it, the…

Defragment a Basic Memory project: split bloated notes, consolidate scattered facts, resolve contradictions, retire stale content. Plans first; deletes only when told. Run weekly or on demand.

网易云音乐智能助手，以模型判断为核心，通过 ncm-cli 执行操作。 核心能力：分析用户红心歌单偏好画像、制定多关键词搜索策略、智能推荐歌单/专辑/单曲（含两层推荐说明）、播放控制（播放/暂停/下一首/音量/队列）、管理定时推送调度、通过 OpenClaw 向飞书等 IM 渠道推送推荐结果、创建并写入歌单。 触发时机（满足任意一条即激活）： - 消息中含"网易云"或"云音乐" - 用户想听歌、要歌单推荐、找某类型音乐 - 用户想分析…

Build and configure personal AI agents with memory, personality, and autonomy using OpenHanako on Electron.

Use when one Python service must send each agent's, tenant's, team's, or request's spans to its correct Arize space and project using application metadata. Covers dynamic OpenTelemetry routing for custom agent builders…

Guide for creating effective skills. This command should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool inte…

Choose the right Parallel API and configuration for cost, latency, and answer quality. Use when adding live web data to an app: current events and prices, a cited answer in a chat, grounding an agent in sources it can r…

Use when building or maintaining real-time collaborative apps with the DeepSpace SDK on Cloudflare Workers; when code imports `deepspace`, `deepspace/worker`, or uses `RecordRoom`; when running `npx deepspace`; or when…

Audit all filename and naming conventions in the codebase against AGENTS.md standards and common patterns. Use when user asks to check naming conventions, audit filenames, find naming inconsistencies, or validate file n…

Open a paperthin iteration's casebook before re0-loop's first turn — seeded with real content the moment the folder exists, never an empty directory. User-invoked, paperthin-only: assumes the full skill package installe…

Create and activate an IT Service Employee agent as a Next-Gen Authoring (NGA) native agent from an ITSM Employee agent template's Agent Script, via the Salesforce CLI (sf): read the template, check idempotency, create…

Start working on a Marshroom cart issue — creates branch, injects context, updates status to running

Execute tasks through competitive multi-agent generation, meta-judge evaluation specification, multi-judge evaluation, and evidence-based synthesis

Comet workflow entry. Use when the user invokes /comet or asks to use Comet without choosing Native or Classic; load Native or Classic from project configuration.

Create a new Cursor plugin scaffold with a valid manifest, component directories, and marketplace wiring. Use when starting a new plugin or adding a plugin to a multi-plugin repository.

Create and activate the IT Service Fulfiller agent as a Next-Gen Authoring (NGA) native agent from the shipped ITSM Fulfiller template's Agent Script, using the Salesforce CLI (sf): read the template, check idempotency,…

User-invoked read-only pass for checking whether the current direction is tunnel-visioned: strip the session's bait, fan out 2 to 5 same-model fresh reads, and report divergence first without treating convergence as pro…

Turn meeting transcripts, conversation logs, or pasted documents into structured Basic Memory notes: match existing entities, propose new ones with approval, and capture action items.

Size a task's run before spending it: the cheapest sufficient capability tier (fast, standard, frontier) and the reasoning effort within it, on a neutral scale that binds to whatever levels the model exposes. Use when w…

Self-directed iterative research skill for Codex that continuously cycles through modify, verify, retain or discard, and repeat until a measurable goal is reached.

Integrate the PR base, run persistent read-only reviewers, fix and re-review findings, validate with repo-native commands, address review bots, and compare model quality.

Comprehensive guide for creating Claude Code agents with proper structure, triggering conditions, system prompts, and validation - combines official Anthropic best practices with proven patterns

Consensus planning entrypoint that auto-gates vague ralph/autopilot/team requests before execution

Read and search GitHub repository documentation via gitmcp.io MCP service. **WHEN TO USE:** - User provides a GitHub URL - User mentions a specific repo in owner/repo format - User asks "what does this repo do?", "read…

Pick the serving stack and per-runtime memory flags (vLLM, SGLang, llama.cpp, TensorRT Edge-LLM) for an LLM/VLM workload on any NVIDIA Jetson.

Bring your installed paperthin skills up to the full current catalog in one step: retire what's been renamed, add every skill you don't have yet, and refresh the rest, all shown and confirmed before anything changes.

Comprehensive guide for skill development based on Anthropic's official best practices - use for complex skills requiring detailed structure

Stand up vLLM or SGLang serving on Jetson, using upstream vLLM on Thor and Orin JetPack 7.2+, and NVIDIA-AI-IOT vLLM on older Orin.

Agent skill for ops-cicd-github - invoke with $agent-ops-cicd-github

AgentDB memory system with HNSW vector search. Provides 150x-12,500x faster pattern retrieval, persistent storage, and semantic search capabilities for learning and knowledge management. Use when: need to store successf…

Enable the Agentforce for IT Service Salesforce Go feature toggles (Agentforce Studio, Einstein Generative AI, the parent umbrella, and the Fulfiller/Employee agent templates) using the Salesforce CLI (sf). Turns ON org…

Capture and review Agent Skill observations, and create, run, diagnose, or iteratively improve Skill evaluations (evals) with the skill-up CLI. Use when the user asks to record explicitly attributed Skill usage or feedb…

Split one artifact — a claim, plan, or file — across 2 to 5 independent lenses, one per genuinely distinct failure mode (correctness, security, readability, cost, adversarial-user), and return their convergence: where t…

Agent skill for performance-optimizer - invoke with $agent-performance-optimizer

Sports news via RSS/Atom feeds and Google News. Fetch headlines, search by query, filter by date. Covers football news, transfer rumors, match reports, and any sport via Google News. Use when: user asks for recent news,…