Embedding Models — выбор, настройка и отладка моделей эмбеддингов. ИСПОЛЬЗУЙ когда выбираешь модель embeddings (E5, BGE, Jina, Giga), настраиваешь ONNX backend, исправляешь…
Implement reusable embedding functions using Gemini embedding models via LangChain with proper error handling and batching for sitemap-crawled content.
Guide to selecting and optimizing embedding models for vector search applications.
Select and optimize embedding models for semantic search and RAG applications. Use when choosing embedding models, implementing chunking strategies, or optimizing embeddi — from…
Select and optimize embedding models for semantic search and RAG applications. Use when choosing embedding models, implementing chunking strategies, or optimizing embeddi — from…
[STUB - Not implemented] Asymmetric embedding strategy with RETRIEVAL_DOCUMENT for ingestion and RETRIEVAL_QUERY for queries.
Vector embeddings with HNSW indexing, sql.js persistence, and hyperbolic support. 75x faster with agentic-flow integration.
Uses the Pluribus skill-policy receipt recipe to make hard agent-skill rules auditable before and after writes.
英語の技術ドキュメント (Hugging Face docs / GitHub README / arXiv 論文 / 技術ブログ等) を、日本人が読んで AI 生成と気づかない自然な日本語の解説サイトに変換します。フェッチ → 構成 → HTML/CSS/JS 生成 → 多角レビュー → 修正 → ローカル配信、まで一気通貫。日本語自然さチェックは…
Run Claude, Codex, and related coding-agent tasks through policy gates, evidence loops, and auditable execution tiers before risky work proceeds.
Draftet oder prüft englischsprachige Verträge mit deutschem Recht als anwendbarem Recht. Verhindert ungewollten Import von Common-Law-Konzepten, klärt governing language,…
Use when improving agent prompts, frontmatter, and tool restrictions.
Scan Linear for agent-ready issues in the Ensemble project, pick the highest priority one, implement it following TDD, verify with frontend and backend tests/lint, and create a…
Create Agent Users in Microsoft Entra ID from Agent Identities, enabling AI agents to act as digital workers with user identity capabilities in Microsoft 365 and Azure…
Epic-level multi-agent ekip orkestrasyonu — vertical slice + dependency graph + critical path + parallel agent assignment + cross-team blocker mediation + weekly burndown.
Erlaubnisantrag § 32 KWG Unterlagen Geschäftsleiter: prüft die einschlägigen Voraussetzungen, Dokumente, Risiken und Ausnahmen. Norm-/Quellenanker: KWG § 1 Abs. 1a Satz 2 Nr.
ERNE — Run a full multi-agent pipeline from plan to validation using the pipeline-orchestrator agent
Expert error coordinator specializing in distributed error handling, failure recovery, and system resilience.
Expert in making multi-agent systems resilient. Specializes in detecting loops, hallucinations, and failures, and implementing self-healing workflows.
Structured escalation with evidence. Surfaces blocking issues for human decision, referencing the Manifest hierarchy.
Sistema multi-agente especializado en inversión ESG y fondos temáticos. ACTÍVALO ante cualquier mención de: ESG, sostenible, inversión responsable, impacto, fondos verdes, energía…
\"Evaluate prompt effectiveness using metrics and test cases inspired by DSPy and OPRO. 以 DSPy/OPRO 啟發之指標與測試案例評估提示效果。 Use when: measuring prompt quality before/after changes,…
Run evaluation tests against a multi-agent workflow to assess orchestration quality and failure archetype resistance
Evidence is an open-source framework for building data products with SQL and Markdown. It generates interactive dashboards and reports as static sites, providing a code-driven…
Open the evo-agent-team dashboard in your default web browser. Detects the OS and uses the appropriate open command.
Mine failed agent runs for reusable skills, benchmark the candidates, and keep only the variants that improve a supported coding agent over your baseline.
Activate for ANY equity, legal, or term sheet question related to startup investing or fundraising. Triggers include: "what is a SAFE", "explain this term sheet", "what does…
Use a FHIR MCP server to query healthcare data resources for documentation and integration workflows while keeping PHI and clinical-use limits explicit.
Watch Claude Code, Codex CLI, Cursor, or OpenCode sessions, extract durable project memory, and keep it locally as reusable markdown.
Expose one document-extraction surface to MCP-compatible agents so they can normalize PDFs, Office files, images, HTML, and other mixed inputs before downstream review or indexing.
Expert guidance for Microsoft Fabric Real-Time Intelligence (RTI) using the Fabric RTI MCP Server. Execute KQL queries on Eventhouse, manage Eventstreams for real-time da — from…
Landpachtvertrags-Streitigkeiten LPachtVG. Pachtanzeige binnen 1 Monat. Aufhebungsantrag § 4 LPachtVG bei Unwirksamkeit. Pachtzins-Anpassung § 593 BGB.
Aufhebungsvertrag mit Sperrzeit-Vermeidung § 159 SGB III. Wichtiger Grund Arbeitgeberinitiative drohende betriebsbedingte Kuendigung.
Bautraeger-Insolvenz Schutz Bautraeger MaBV-Sicherheiten § 7 MaBV Buergschaft 5 Prozent. Auflassungs-Anwartschaft Eintragung Vormerkung § 883 BGB.
Scheidungsantrag § 133 FamFG beim Familiengericht. Voraussetzung Trennungsjahr § 1565 Abs. 2 BGB Zerruettung Vermutung § 1566 BGB.
SaaS-Vertragsverhandlung Pflicht-Klauseln SLA Verfuegbarkeit Datenschutz AVV Art. 28 DSGVO Wartung Sicherheitsupdates Vendor-Lock-in Exit-Klausel Datenmigration.
Behandlungsvertrag §§ 630a-h BGB Pflichten Aufklaerung Dokumentation Einwilligung Beweislastumkehr bei groben Behandlungsfehlern. Patientenrechte Aktenherausgabe § 630g BGB.
Honorarvertrag Kassenaerztliche Vereinigung EBM-Punkte Regelleistungsvolumen RLV qualifikationsgebundene Zusatzleistungen QZV.
Asyl-Folgeantrag § 71 AsylG Voraussetzungen nach erst ablehnung Wiederaufgreifensgruende Aenderung Sachlage neue Beweismittel. Frist 3 Monate nach Kenntnis. Folge-Folgeantrag.
CAS Court of Arbitration for Sport Lausanne. DIS-Sportschiedsgerichtsbarkeit. Verbands-Schiedsgerichte DFB FIFA UEFA IOC DOSB. WADA-Code Anti-Doping-Verfahren. NADA.
Insolvenzantrag-Massnahmen durch Staatsanwaltschaft im Wirtschaftsstrafrecht: Anwendungsfall Staatsanwaltschaft hat Insolvenzantrag gestellt oder Vermögenswerte beschlagnahmt und…
Lizenzvertrag Urheberrecht ausschliessliche / nicht-ausschliessliche Lizenz § 31 UrhG. Lizenz-Reichweite Gebiet Zeit Sprache Medium. Verguetungs-Modelle Pauschal Fix Beteiligung.
Nachpruefungsantrag bei der Vergabekammer nach §§ 160 ff. GWB. Statthaftigkeit bei oeffentlichen Auftraegen ab EU-Schwellenwert § 106 GWB. Antragsbefugnis § 160 Abs.
Unterschwellenvergabe nach UVgO durchfuehren und angreifen: Auftraggeber unter EU-Schwellenwert oder Bieter will UVgO-Verstoss ruegen.
Factoringvertrag Rahmenvertrag Forderungskauf Kaufpreis Sicherheitseinbehalt: prüft die einschlägigen Voraussetzungen, Dokumente, Risiken und Ausnahmen.
RAG engineering: embeddings, chunking, vector databases, hybrid search, reranking.
Spezialfall Kindeswohlgefaehrdung und Eilantrag: § 1666 BGB, Anordnungen Familiengericht, einstweilige Anordnung § 49 FamFG, Inobhutnahme Jugendamt § 42 SGB VIII.
Quản Epic (initiative cross-module) trên FARE — tạo Epic mới, đổi status (planned/in_progress/at_risk/done/archived), gán owner + dates, bulk assign tasks (max 500), close khi…
Dùng MCP của FARE đúng & an toàn — bản đồ tới tài liệu canonical của FARE, các bẫy không hiển nhiên và pattern bắt buộc.
Spawn Agent Farm for parallel issue execution. Mayor orchestrates crew via tmux + MCP Agent Mail. Replaces /crank for multi-agent work.
Query and invoke tools on MCP servers using fastmcp list and fastmcp call. Use when you need to discover what tools a server offers, call tools, or integrate MCP servers into…
Examples and patterns for integrating FastMCP Cloud servers with Claude Agent SDK using HTTP transport
FastMCP server patterns for building MCP servers. Use when implementing MCP tools, resources, or server configuration.
Fernabsatzvertrag § 312c BGB: prüft die einschlägigen Voraussetzungen, Dokumente, Risiken und Ausnahmen.
\"Design effective few-shot examples for prompts following DICE framework. 按 DICE 框架為提示設計有效少樣本示例。 Use when: need examples for prompt, ensuring format consistency, covering diverse…
Pull frames/components via Figma MCP, normalize messy or non-autolayout designs, and generate faithful HTML/CSS (or Shopify Liquid) layouts with inferred spacing and…
Standardize Figma-to-code workflow using Figma MCP - always get_design_context first, then screenshot, use project tokens not hardcoded values, validate 1:1 parity
Use when designing or reviewing filesystem MCP access, path boundaries, allowed roots, method allowlists, and safe local file operations.
Finalize prompt file using the role of an AI agent to polish the prompt for the end user.
Multi-agent task orchestration pack. DAG-based parallel task execution and team status monitoring. 2 orchestration tools.