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Build evaluation frameworks for agent systems. Use when testing agent performance, validating context engineering choice...
Build evaluation frameworks for agent systems. Use when testing agent performance systematically, validating context eng...
Guidelines for creating evaluation suites, including spec.md templates, rubric structures, and code-based validation pat...
Systematic evaluation and comparison of technologies, tools, frameworks, and approaches using weighted criteria and scor...
Evaluate agent systems with quality gates and LLM-as-judge. Use when you need to measure component quality or implement...
This skill should be used when the user asks to "evaluate agent performance", "build test framework", "measure agent qua...
Build evaluation frameworks for agent systems
This skill should be used when building agent evaluation systems: deterministic checks, regression suites, multi-dimensi...
- Overview
Builds repeatable evaluation systems with golden datasets, scoring rubrics, pass/fail thresholds, and regression reports...
PluginEval quality methodology — dimensions, rubrics, statistical methods, and scoring formulas. Use this skill when und...
name: evaluation-plan
Validate an Arena evaluation protocol before any costly or result-producing run.
Official scoring and audit protocol for Parallel Explore-Exploit branches. Preloaded into the ideator, solver, evaluator...
Evaluation and reporting for code quality, performance, security, architecture, team processes, AI/LLM outputs, A/B test...
Provide enterprise-grade capability for `evaluation-runner` inside AEOS v1.1. Use when the user requests evaluation runn...
Systematic content evaluation framework progressing through Critique → Reinforcement → Risk Analysis → Growth. Use when...
Use when evaluating AI model outputs, prompts, and LLM application quality in .NET. Covers Microsoft.Extensions.AI.Evalu...
Independent assessment without debate context — adversarial loop prevents gaming
Evaluate TappsCodingAgents framework effectiveness and provide continuous improvement recommendations. Use for analyzing...
Parameterized evaluator-optimizer loop for quality-critical output with configurable rubrics
Iterative refinement workflow for polishing code, documentation, or designs through systematic evaluation and improvemen...
Generate a solution, evaluate it against explicit pass/fail criteria, refine using the feedback, repeat until it passes...
eve framework guidance for durable AI agents and agent-powered applications. Use when creating, editing, or debugging an...
Build durable backend AI agents with the eve framework. Use when creating, editing, or debugging an eve project — agent...
Work safely on Eve-specific internals in the Eve chat template. Use when changing the Eve agent, withEve routes, eveChan...
EVE Online ESI API integration skill for third-party development. Use when building EVE Online tools, apps, or games tha...
Forge a personalized eve agent for a business end-to-end — absorb the business's artifacts, author the eve agent/ dir, v...
End-of-day response check and pipeline update. Run at 6 PM via cron. Checks all channels for replies via Chrome DevTools...
Customer event analytics across every GTM system — Intercom, Zendesk, Salesforce, HubSpot, Segment, Amplitude, Mixpanel,...
Use when documenting event objectives, requirements, and alignment across stakeholders.
Build event budgets with categories and contingency. TRIGGERS - Use when user needs help with event-budget related tasks...
Build an event budget that survives the event — every cost line including the ones people forget, the contingency sized...
Use when implementing decoupled communication between nodes — global EventBus autoload with typed signals
Write compelling copy for events including conferences, webinars, workshops, galas, and trade shows. Use for: event nami...
Design a domain event schema for event-driven communication between domains.
Expert in temporal event detection, spatio-temporal clustering (ST-DBSCAN), and photo context understanding. Use for det...
Use when designing or debugging an event-driven system — choosing Kafka partitioning strategies, implementing the outbox...
Use when designing event-driven architectures and patterns for loosely coupled, asynchronous .NET systems. USE FOR: even...
Structure systems around asynchronous, event-based communication to decouple producers and consumers for improved scalab...
Designs event-driven architectures with event sourcing, CQRS, pub/sub patterns, and domain events for decoupled systems....
Event-driven architecture — event/command taxonomy, Protobuf schemas, topic naming, mandatory outbox, partitioning, idem...
Expert guide for microservices, message queues, Event Sourcing, and high-scale backend architectures / Panduan ahli untu...
Event-driven architecture patterns including event sourcing, CQRS, message brokers, and event schema design. Use when de...
Event-driven architecture patterns including message queues, pub/sub, event sourcing, CQRS, and sagas. Use when implemen...
Design event-driven systems using event storming, domain events, and pub/sub patterns. Apply Martin Fowler's event patte...
When designing loosely coupled systems that react to state changes asynchronously.
Use events to decouple producers from consumers Use when designing system architecture. Architecture category skill.
Chokidarライブラリを中心としたファイルシステム監視の専門スキル。 Observer Patternによる効率的なファイル変更検知、クロスプラットフォーム対応、 EventEmitterによる疎結合な通知システムを設計・実装する。...
Use when implementing Kafka, RabbitMQ, Pulsar, or JMS producers and consumers in Spring Boot 3. Covers event contracts,...
Message queue patterns with BullMQ, Kafka, RabbitMQ - saga, outbox, dead letter queue, exactly-once semantics.
Add new events to Bob The Skull's event-driven architecture. Use when creating new events, event publishers, event handl...
Comprehensive guide to the Hookdeck Event Gateway for receiving, routing, and delivering webhooks and events. Covers set...
DRAFT. Build anonymizable host-prep one-pagers for must-meet guests at an in-person event: rank, enrich, light research,...
When the user wants to host a tech event, meetup, workshop, or community gathering — especially using Luma. Also use whe...
JSONL event stream for external integrations and hooks
Append-only event log — the probabilistic record of everything that happened in the project. Use whenever something nota...
Expert skill for high-performance event-driven I/O programming and optimization
Build ServiceNow Event Management — push events to em_event, write event rules with severity transforms, configure alert...
Expert event marketing guidance for conferences, webinars, and field programs. Use when planning event strategy, creatin...
Plan, promote, and execute successful event marketing campaigns for in-person, virtual, and hybrid events. Use for: deve...
Plans de communication et production de contenu pour les événements {{COMPANY_NAME}} — webinaires, livestreams, rencontr...
Event modeling facilitation for discovering and designing event-sourced systems. Four phases: domain discovery, workflow...
Adam Dymitruk's Event Modeling methodology with swimlanes
Use when the user runs `/event-modeling` (with or without a phase name), or wants to resume an event-modeling session wi...
Use when checking a ratified event model (and its slice docs) for drift against the codebase that implements it — adviso...
Use when structuring a draft event model into swimlanes and the four patterns (State Change, State View, Automation, Tra...
Use when starting a brand-new event model from scratch — greenfield discovery: brainstorming past-tense events, storyboa...
Use when leading an engagement: building a named set of ratified event-modeling slices (`em engagement`) into one indepe...
Use when building a single ratified event-modeling slice (status: ready-to-implement) into merged, tested code — the one...
Use when starting em's live browser viewer (`em watch --serve`) so a team can watch a model update in real time, or faci...
Shield Event Monitoring: event log types, downloading logs via REST API and SOQL, real-time event monitoring with stream...
DRAFT. Score Luma/RSVP lists, approve against capacity, produce host-hit shortlists and day-of door packs. Systems frami...
Capture professional event photography including weddings, corporate events, conferences, parties, and live performances...
Create comprehensive event plans with logistics. TRIGGERS - Use when user needs help with event-plan related tasks.
Event planning with timelines, budgets, vendor coordination, logistics checklists, and post-event evaluation. Use when o...
Help plan an event — from a birthday dinner to a wedding. Scales to the size of the occasion. Handles venue research, gu...
Load when planning, promoting, or executing community events including AMAs,webinars, workshops, meetups, and virtual ga...
Pre-event intelligence generator. Takes an event name/URL and generates a brief with ICP-matching attendees, conversatio...
Create an energetic EVENT PROMO VIDEO as one self-contained HTML file: the event name popping in, date, time and place,...
Find attendees at conferences/events, research their companies, qualify against ICP, and launch outreach
Use when generating branded QR codes for ProductTank SF events - speaker LinkedIn profiles, sponsor websites, or Slack j...
Detect video monitoring events through frame extraction plus LLM visual review, then map visual evidence into Event Cand...
Build the minute-by-minute run of show that lets an event run without the planner being asked anything — every cue, who...
Produce the event safety documentation that satisfies a venue or licensing authority and actually works on the day — the...
커뮤니티 오프라인 행사를 카카오톡 단톡방과 스레드에서 판매하기 위한 세일즈 멘트 세트를 자동 생성하는 스킬. 행사 정보를 입력받아 선공개 공지, 개별 DM, 리스트 업데이트, 카운트다운, 중간 업데이트, 설문, 완판...
Use when defining or reviewing runtime events, lifecycle payloads, and event-order expectations for PonyBunny.
Plan backward-compatible event schema changes for producers and consumers with versioning, replay, and unknown-field han...
Create new event scraping scripts for websites. Use when adding a new event source to the Asheville Event Feed. ALWAYS s...
Extract leads from conferences, meetups, hackathons, and podcasts by analyzing speaker lists, sponsor lists, hackathon e...
Event sourcing patterns for storing state as a sequence of events. Use when implementing event-driven architectures, CQR...
Expert in event sourcing, CQRS, and event-driven architecture patterns. Masters event store design, projection building,...
Record domain events and dispatch to inbox handlers for side effects, audit trails, and activity feeds. Use when buildin...
Event sourcing patterns and design decisions
Event-sourced application state pattern for TypeScript apps. Prefer bounded event logs plus pure derivation functions ov...
Testing event sourcing patterns including event store validation, projection testing, saga orchestration, and event vers...
Use event sourcing to build auditable, replayable UI state systems compatible with concurrent rendering.