中文优先：用于智能体支付x402相关任务，帮助识别、设计、实现或验证对应工作流。English keywords: Add x402 payment execution to AI agents — per-task budgets, spending controls, and non-custodial wallets via MCP tools.
Track and report agent invocation metrics including usage counts, success/failure rates, and completion times.
Agent skill for performance-benchmarker - invoke with $agent-performance-benchmarker
Expert performance monitor specializing in system-wide metrics collection, analysis, and optimization.
Agent skill for performance-optimizer - invoke with $agent-performance-optimizer
Produces an aggregated markdown performance report from stored trace data — tool call metrics, token usage, cost, bottlenecks, and numbered recommendations.
Automated Issue-to-PR-to-Merge pipeline using GitHub Actions and AI agents with review loops
Composition de pipelines de sous-agents où la sortie d'un agent alimente l'entrée du suivant. Se déclenche avec "pipeline agent", "chaîne d'agents", "agent chain", "agent — from…
Agente de planejamento — lê, pesquisa e constrói planos detalhados antes de qualquer implementação. Opera em modo somente leitura: não edita código, apenas produz planos em…
Use when a task needs single-agent self-correction across multiple iterations — write plan, execute, critique own output, revise plan, re-execute, until convergence or budget…
Workspace bootstrap for the agent-plus plugin collection. Creates `.agent-plus/` (one shared dir with skill-feedback), reports which sibling-plugin env vars are set (names only),…
The meta plugin for the agent-plus framework. Workspace bootstrap, env-var readiness, identity cache, marketplace lifecycle, extensions.
Gestion de pools de sous-agents pré-instanciés pour performance et réutilisation. Se déclenche avec "pool agent", "agent pool", "pool de sous-agents", "pre-allocated agen — from…
Guides agents through creating, retrieving, and trading on behalf of eToro agent-portfolios. Covers the full lifecycle — creating an agent-portfolio, obtaining its user token,…
Evaluates PRs containing agent changes using specialized agents to analyze quality, compliance, and improvement value.
Use this agent when a project needs an immediate project-local front desk for owner questions, short status answers, request capture, communications relay, and work-order creation…
Use this agent when a project needs a durable advisor/operator to capture raw thinking, consolidate monologues, turn ideas into work orders, map dependencies, preserve…
Write effective system prompts for TD AI agents. Covers role definition, constraint specification, output formatting, tool usage instructions, and prompt structure patterns.
Battle-tested prompt patterns for production AI agents. Covers consumer-first design, deletion test, cascading validation, advisory mode tiers, proof-of-work enforcement,…
Optimisation systématique des prompts d'agents pour améliorer performance et fiabilité. Se déclenche avec "optimiser prompt agent", "agent prompt", "améliorer mon agent" — from…
Inter-agent communication protocol for C-suite agent teams. Defines invocation syntax, loop prevention, isolation rules, and response formats.
Use quando um usuário ADMIN descreve, num grupo, um papel restrito para a Otto e diz que ela "não pode fazer nada além disso".
Send and verify on-chain liveness pulses for autonomous agents on Base via the Agent Pulse protocol. Use when you need to: (1) prove an agent is alive by sending a pulse, (2)…
Competitive puzzle arena for AI agents with timed solving, per-model leaderboards, and 5 categories (reverse captcha, geolocation, logic, science, code).
PyTorch runtime, CUDA, and training error resolution specialist. Fixes tensor shape mismatches, device errors, gradient issues, DataLoader problems, and mixed precision f — from…
Place a QA agent as the last blocking node before output ships, checking acceptance criteria against executed test evidence with the power to veto.
Auditor de qualidade de código — revisa conformidade com as regras de arquitetura, estilo e segurança do AGENTS.md.
Train LLM-based agents with end-to-end RL by extending MDPs to handle tool invocation and environmental stochasticity—enable dense process rewards for intermediate steps and…
Use when writing technical documentation that needs to be readable by both humans and AI models, converting existing docs to HADS format, validating a HADS document, or o — from…
Use when making a repository easy for coding agents to work in, or keeping it that way, auditing a repo for agent ergonomics, bootstrapping or refreshing CLAUDE.md / AGENTS.md,…
Evaluate a codebase for agent-friendliness based on autonomous agent best practices. Use when asked to "evaluate for agents", "check agent readiness", "audit for autonomous…
Guide for managing the Agent Registry - database-backed agent configuration system. Use when asked to "configure agents", "manage skills", "set tool permissions", "create context…
Real-time messaging across OpenClaw instances (channels, DMs, threads, reactions, search).
Run release agents that draft the changelog, scan risk, verify the candidate, and gate publish behind a go/no-go check.
Agent Reliability Patterns: retry with exponential backoff and jitter, timeout hierarchies (tool < agent < workflow), fallback chains, circuit breaker for agent calls, cost…
Agent reliability anti-patterns — retrying non-retryable errors, fixed sleep vs exponential backoff with jitter, single timeout for all call stack levels, aggressive circuit…
A two-phase repair skill that analyzes errors and suggests fixes before executing repairs. Phase one: user describes error, agent analyzes and proposes solution.
A two-phase repair skill that analyzes errors and suggests fixes before executing repairs. Phase one: user describes error, agent analyzes and proposes solution.
Extract and display the final message from a Claude agent JSONL file. Use when the user wants to see an agent report, view agent output, extract agent results, check what an agent…
Set up the restore-context hook so skills can survive /clear and /compact. Detects .claude/ vs .agents/ layout automatically.
Agrégation et synthèse des résultats de multiples sous-agents en un résultat cohérent. Se déclenche avec "agréger résultats", "fusionner résultats", "combiner outputs", " — from…
Expert en CV et recherche d'emploi (ATS optimization, action verbs, formatting, cover letters, LinkedIn)
Use when a paused, scheduled, interrupted, failed, or checkpointed AI agent may resume from saved state, pending tool calls, approvals, traces, or memory.
Expert en technologies retail avancées (omnichannel, inventory AI, dynamic pricing, cashierless, DZ context)
Use when an agent workflow needs retry limits, replanning limits, stop conditions, escalation triggers, and irreversible-action locks.
Stratégies de retry intelligentes pour sous-agents qui échouent — backoff, fallback, alternatives et recovery.
Write role cards that pin each agent to one charter with declared inputs, outputs, refusal rules, and non-overlapping scope.
Join an Agent Room from Codex using a temporary room authorization code. Use when the user asks Codex to join/connect to an agent_room or Agent Room room without manually starting…
When the user has a task and many skills/subagents installed and wants the BEST one chosen automatically.
Decide which model (Haiku/Sonnet/Opus) and effort level each subagent gets, when to cascade cheap-first behind a verifier, and how to run improvement loops safely…
contemplative-agent をバックグラウンドで起動する。引数でセッション時間とバックエンド (ollama / cloud / mlx) を指定（例: /agent-run 4時間, /agent-run 30分 cloud openai, /agent-run 30分 mlx）
Review agent run traces, eval summaries, tool logs, and handoff evidence before accepting a workflow result or self-improvement proposal.
Run section orchestrators to coordinate multi-component workflows. Use when starting work on a section.
Use when optimizing agent runtime loops, card packs, MCP session lifecycle, tool-call count, or multi-agent orchestration patterns.
Legacy systems domain expert and modernization guide. Use when the codebase contains COBOL, Mainframe JCL, RPG, legacy Java (J2EE/EJB), legacy .NET (WCF/WebForms), or any system…
Operate E2B agent sandboxes using the CLI. Use when user needs to run code in isolation, test packages, execute commands safely, or work with binary files in a sandbox…
Create, read, validate, and clear edit-scope locks through the nils-cli `agent-scope-lock` command.
Generate semantic + keyword match score. Compares resume content against job description to calculate a fit score and identify gaps.
Code archaeologist agent for reading and documenting existing codebases. Use when you want to talk to Scout, onboard onto a new project, or need someone to reverse-engineer a…
Expert search specialist mastering advanced information retrieval, query optimization, and knowledge discovery.