Human-in-the-loop approval, custom middleware, and structured output patterns for LangChain agents. HumanInTheLoopMiddleware pauses execution before dangerous tool calls, allowing humans to approve, edit arguments, or reject with feedback Per-tool interrupt policies let you configure different approval rules based on risk level; requires a checkpointer and...
Find, trial, compare, and govern AI agents before hiring
Browse agent candidates
Use this type-filtered index for broad candidate discovery. Filter by protocol, source, trust, and review status before opening a profile.
The .NET library to build AI agents with 30+ built-in connectors.
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Slack CLI for agents: read URLs/threads/history/unreads/later/canvases/workflows, search messages/files, download attachments, lookup users, list/create/invite channels, open DMs, draft messages, schedule sends, and explicit sends/edits/deletes/reactions/mark-read/uploads.
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This skill analyzes data by querying the data warehouse to answer business questions with actionable insights.
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This skill performs comprehensive DAG failure diagnosis and root cause analysis for Airflow pipelines, delivering actionable remediation and prevention
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Initialize warehouse schema discovery. Generates .astro/warehouse.md with all table metadata for instant lookups. Run once per project, refresh when schema…
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This skill generates a comprehensive table profile, including metadata, statistics, quality assessment, and practical queries to understand structure, content,
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This skill analyzes downstream data impacts and identifies blast radius before changes, detailing affected tables, DAGs, dashboards, and owners.
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This skill traces upstream data lineage by identifying sources, DAGs, and transformations to reveal data origins and feeding paths.
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This skill initializes warehouse schema discovery and generates an editable .astro/warehouse.md with table metadata for instant lookups.
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This skill extracts YouTube transcripts with or without timestamps, delivering clean text or timestamped captions for any provided video URL.
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This skill generates complete Dify DSL/YML workflows from user requirements, selecting nodes, parameters, and edges for compliant, ready-to-import files.
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Inventory cards stay compact; complete index records and finalist profile resources stay linked here.
Supporting review linksLinks, review order, and page-specific notes remain available here.
- 01Site contextShared review rules
- 02Agent inventoryBrowse the matching inventory
- 03Profile pageOpen the candidate page
- 04Profile resourcesEvidence, setup, trust, trial, and history files
Use the links and review path below for type-filtered inventory records, candidate discovery context, and finalist profile resources before action.