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.
Diagnose the health of an embedding set before blaming the retriever — checking normalization, dimensionality, near-duplicates, degenerate vectors, and corpus/query distribution…
Use when you have pairs or triplets of MS/MS spectra with associated metadata (compound structural information, Tanimoto similarity scores) and want to learn embeddings that…
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…
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.
Use when after instantiating and invoking a sinusoidal formula embedding layer (such as SCARF embeddings in MIST-CF) on chemical formula inputs, validate that the output…
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…
Use when setting up Endor Labs Agent Kit for Cursor, checking readiness, verifying Endor auth, choosing namespaces, or diagnosing missing endorctl, gh, Endor MCP, or workflow…
Orchestrates EnergyCenter Cursor prompt pipelines for feature implementation, PR review, bug fixing, quality gates, and workflow task files.
Drop a multi-agent protocol pack into a project so coding assistants must satisfy reviewer, memory, and supply-chain gates before code-changing work completes.
Run Claude, Codex, and related coding-agent tasks through policy gates, evidence loops, and auditable execution tiers before risky work proceeds.
Install cc10x as a Claude Code loop engine that routes complex work through specialist agents, reusable skills, durable workflow artifacts, and fail-closed review gates.
Improve broken prompts and context plans by choosing the smallest prompt-engineering technique that fits.
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…
Guide agent to send a user-specified local PDF document for signature through eSignGlobal by calling the eSignGlobal CLI tool.eSignGlobal CLI is an agent-friendly CLI — all output…
Design and generate .envelope.json AI agent team definitions — the open standard for multi-agent teams with hierarchy, access policies, human-in-the-loop gates, and cron schedules.
Epic-level multi-agent ekip orkestrasyonu — vertical slice + dependency graph + critical path + parallel agent assignment + cross-team blocker mediation + weekly burndown.
Prüft Grundstück, Bauwerk, Laufzeit, Nutzung, Erbbauzins, Heimfall, Zustimmung, Versicherung, Instandhaltung und Entschädigung im Erbbaurecht Praxis.
Notare: erbvertrag testament belehrung - Kaltstart mit Faktenmatrix, Risikoampel und fehlenden Unterlagen; mit Live-Normencheck, Kammerlogik, Verhältnismäßigkeit, Belegplan und…
Notare: erbvertrag testament belehrung - Kammerantwort mit Verfahrensstrategie, Tonlage und Belegplan; mit Live-Normencheck, Kammerlogik, Verhältnismäßigkeit, Belegplan und…
Notare: erbvertrag testament belehrung - Organisationspflichten, Prävention, Team-Anweisung und Fristenkontrolle; mit Live-Normencheck, Kammerlogik, Verhältnismäßigkeit, Belegplan…
Sign and verify HTTP requests with Ethereum wallets using ERC-8128. Use when building authenticated APIs that need wallet-based auth, making signed requests to ERC-8128 endpoints,…
Erlaubnisantrag § 32 KWG Unterlagen Geschäftsleiter: prüft die einschlägigen Voraussetzungen, Dokumente, Risiken und Ausnahmen. Norm-/Quellenanker: KWG § 1 Abs.
Erlaubnisantrag § 32 KWG Unterlagen Geschäftsleiter: prüft die einschlägigen Voraussetzungen, Dokumente, Risiken und Ausnahmen. Norm-/Quellenanker: KWG § 1 Abs.
ERNE — Run a full multi-agent pipeline from plan to validation using the pipeline-orchestrator agent
Prüfung des Eröffnungsantrags Paragrafen 13-15 InsO, Zulässigkeit, Insolvenzgrund (Paragrafen 17-19 InsO), Verfahrenskostendeckung, Anhörung des Schuldners
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.
Master error handling patterns across languages including exceptions, Result types, error propagation, and graceful degradation to build resilient applications.
Trace error propagation through a multi-agent session by agent depth — where failures originated, the depth at which they appeared, and how they cascaded up to parent agents —…
Foerderantragssteller: Tatbestandsmerkmale, Beweisfragen und Beleglage im DFG-Förderantragstellung: 1. Welche Rolle hat die fragende Person und wer ist Gegenüber? 2.
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
Run repeatable EvalScope benchmark suites for LLM, VLM, RAG, and agent workflows, then inspect traces and reports before changing models or prompts.
Use ParseBench to run repeatable document-parser evaluations before an agent relies on PDF, table, chart, or enterprise-document output for downstream decisions.
Operate the "Documents" app of an everjust.app Odoo 19 tenant (browse/create/move folders and files, upload, download, tag, migrate storage, point Documents at the tenant's…
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.
Turn recurring agent lessons, logs, and strategy tweaks into reviewable GEP evolution artifacts that can be applied across supported coding-agent runtimes.
Mine failed agent runs for reusable skills, benchmark the candidates, and keep only the variants that improve a supported coding agent over your baseline.
EV-Vollzug: Ordnungsmittelantrag nach § 890 ZPO bei Verstoß gegen Unterlassungstitel aus einstweiliger Verfügung.
Analyze budget vs actual variances in Excel with drill-down and root cause analysis. Use when performing variance analysis or explaining budget differences.
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 DataHub metadata, ownership, schema, and lineage context to ground agent-assisted data discovery and governance workflows.
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.