Use WildClawBench to benchmark agents on hard end-to-end OpenClaw tasks covering tool orchestration, multimodal work, coding, safety, and long-horizon planning.
Analiza el riesgo asociado a la profundidad de la cobertura del ducto y emite recomendaciones de integridad basadas en los estándares de seguridad frente a excavaciones y…
MMI評価エージェント - Modularity Maturity Indexによるモジュール成熟度評価（Cohesion/Coupling/Independence/Reusability）。/evaluate-mmi [対象パス] で呼び出し。
Independently evaluate an implementation plan posted on a GitHub issue. Posts findings and adds plan-reviewed label. Usage: /evaluate-plan
Evaluate plugin quality. Use when user says "evaluate plugin", "review plugin quality", "score my plugin", "check plugin", "rate plugin".
Assess Story complexity, identify required domains, and determine delivery tier (MicroDelivery / Core Team / Core Team + Specialists).
Structures abdominal pain workups with differential by quadrant and surgical consultation criteria. Use when assessing acute abdomen, determining imaging needs, or identifying…
Make an evidence-based hiring decision and produce a Candidate Evaluation Decision Pack (criteria + scorecard, signal log, work sample/trial plan + rubric, reference check script…
Help users make better hiring decisions. Use when someone is evaluating job candidates, making hiring decisions, conducting reference checks, reviewing work samples or take-homes,…
Analyzes concession terms with revenue sharing, performance requirements, hand-back conditions, and termination provisions.
Assesses country-level investment risk with political stability, rule of law, corruption indices, and expropriation history analysis.
Assesses critical mineral investments with supply chain mapping, geopolitical risk, and processing infrastructure analysis.
Structures fintech company analysis with unit economics, customer acquisition, and regulatory moat assessment.
Assesses founding team composition, complementarity, equity split rationale, and execution capability.
Structures PE/VC investment evaluation with business model assessment, market analysis, and return potential.
Assesses litigation outcome impact with settlement probability, damage range estimation, and stock price sensitivity analysis.
Evaluate trained machine learning models with the right metrics and comparison logic. Use for benchmark review, threshold selection, calibration, validation, and model comparison;…
Assesses leadership team capacity to scale with organizational design review, key person risk, and executive bench analysis.
Assesses marketplace dynamics with take rate analysis, liquidity metrics, supply/demand balance, and network effect strength.
Create a Technology Evaluation Pack (problem framing, options matrix, build vs buy, pilot plan, risk review, decision memo).
Assesses post-emergence equity with clean balance sheet analysis, improved capital structure, and re-rating potential.
Structures social bond analysis with eligible population targeting, impact metrics, and SBP alignment.
Structures strategic alternatives analysis with status quo, sale, merger, spin-off, and recapitalization scenario comparison.
Assesses conglomerate break-up activism with segment valuation, separation feasibility, and tax-free qualification analysis.
Structures SLL analysis with KPI assessment, margin ratchet evaluation, and ambition verification. Use when evaluating sustainability-linked loans, assessing SLL KPIs, or…
Risk-stratifies syncope presentations using San Francisco, Canadian, and OESIL rules. Use when evaluating syncope, determining admission criteria, or risk-stratifying fainting…
Assesses timberland and agricultural investments with biological growth rates, harvest economics, and land value appreciation.
Evaluate trade-offs and produce a Trade-off Evaluation Pack (trade-off brief, options+criteria matrix, all-in cost/opportunity cost table, impact ranges, recommendation,…
Help users make better decisions between competing options. Use when someone is weighing pros and cons, comparing alternatives, struggling with a difficult choice, deciding…
Structures transition bond analysis with credibility assessment and transition plan evaluation. Use when evaluating transition bonds, assessing issuer transition plans, or…
Assesses upstream oil and gas assets with reserve estimation, production decline curves, and net asset value modeling.
Patterns for building evaluation and scoring systems, quality gates, rubrics, and decision frameworks. Use for any scored assessment.
LLM evaluation frameworks, benchmarks, and quality metrics for production systems.
Use when need explicit quality criteria and scoring scales to evaluate work consistently, compare alternatives objectively, set acceptance thresholds, reduce subjective bias, or…
Systematic content evaluation framework progressing through Critique → Reinforcement → Risk Analysis → Growth.
코드 구현을 적대적 관점으로 검증해야 할 때. — MUST TRIGGER: /run, /check, /review 내부에서 독립 서브에이전트로 호출, 스프린트 완료 직후, 커밋 전 Evaluator PASS 필요 시.
Review the current branch, PR, or worktree against the plan or ExecPlan and record findings. Use when an agent needs a code review with findings for changes associated with an…
Clarify intent, propose 2-3 approaches, embedded grill to stress-test the chosen path. Use before any creative work — new features, components, behavior changes, design questions.
Vertical-slice TDD for any production code. One test → one impl → repeat. Tests verify behavior through public interfaces, not internals.
EVE Online ESI API integration patterns, authentication flows, rate limiting, and data modeling. Invoke with /eve-esi.
Build for the EVE Frontier track on Sui (game-economy integration). Use when the user mentions EVE Frontier.
EVE Frontier World API integration — endpoints, auth (FusionAuth + Sui zkLogin), pagination, data normalization, and resilience patterns. Invoke with /eve-frontier-api.
EVE Frontier on-chain patterns — MUD v2 smart contracts, Sui SDK integration, smart assembly gating, and on-chain reputation systems. Invoke with /eve-frontier-chain.
Comprehensive EVE Online project management and ESI integration toolkit. Use when updating, auditing, or integrating ESI into EVE Online projects like EVE_Rebellion,…
Capture the EVE Online client window for visual analysis. Takes screenshots of the game window by ID using macOS screencapture, returns path for reading with the Read tool.
Even Financial integration. Manage data, records, and automate workflows. Use when the user wants to interact with Even Financial data.
Evenium integration. Manage Events, Users, Roles. Use when the user wants to interact with Evenium data.
Automate Evenium tasks via Rube MCP (Composio). Always search tools first for current schemas. — from general/automation
Analyze event performance data and produce insights, reports, and strategy recommendations. Use when reviewing post-event data, preparing client or executive reports, analyzing…
Use when implementing decoupled communication between nodes — global EventBus autoload with typed signals
Handhaaft typed Pydantic-contracten voor de Event Bus: geen raw dicts na migratie, verplicht payload_model bij publish, tijdelijke backward compatibility (max 2 weken,…
Trigger MISSING_EVENT flag in template_recommendations.md (recon detects admin/state-changing functions without events) - Agent Type general-purpose (standalone niche agent, NOT...
Use when designing or reviewing asynchronous event contracts: producer/consumer ownership, event envelope, schema, topic/channel naming, ordering, idempotency, versioning,…
Event-driven coordination for teamwork orchestrators. Replaces polling-based monitoring loop with TeammateIdle and TaskCompleted hooks.
Event concept development, logistics planning, vendor coordination, budget management, and timeline creation
Structure systems around asynchronous, event-based communication to decouple producers and consumers for improved scalability and resilience.
Comprehensive guide to event driven design. Master the concepts, implementation, best practices, and real-world applications of event driven design in professional environments.
When the user wants to host a tech event, meetup, workshop, or community gathering — especially using Luma.
Guides event lifecycle implementation including registration, capacity management, waitlists, QR code check-in, virtual/hybrid events, and post-event analytics for NABIP…
Event pipeline patterns for 20B events/day including Protobuf schemas, telemetry ingestion, Pub/Sub partitioning, Flink streaming jobs, BigQuery tables, Redis deduplication, and…