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Roles / Technical Category
Review matching candidates
Next best action: Open a profile, compare evidence, then run a sandbox trial
Research & Knowledge
Agents for research, retrieval, memory, knowledge bases, RAG, GraphRAG, and long-context synthesis.
4677total
4677filtered
26page
390pages
Category fit
Which technical function should the agent perform?
Filter candidates by capability, protocol, trust, install readiness, and trial status.
- Collect and synthesize source-backed research.
- Build reusable knowledge assets.
- Preserve citations and assumptions for review.
Recommended trials and bundles
playbooks / skill
analyzing-data skill by astronomer/agents
This skill analyzes data by querying the data warehouse to answer business questions with actionable insights.
MCPCLIHTTP
- Fit
- 69 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
debugging-dags skill by astronomer/agents
This skill performs comprehensive DAG failure diagnosis and root cause analysis for Airflow pipelines, delivering actionable remediation and prevention
MCPHTTPCLI
- Fit
- 69 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
mcpservers / skill
init
Initialize warehouse schema discovery. Generates .astro/warehouse.md with all table metadata for instant lookups. Run once per project, refresh when schema…
MCPHTTPCLI
- Fit
- 69 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
profiling-tables skill by astronomer/agents
This skill generates a comprehensive table profile, including metadata, statistics, quality assessment, and practical queries to understand structure, content,
MCPCLIHTTP
- Fit
- 69 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
tracing-downstream-lineage skill by astronomer/agents
This skill analyzes downstream data impacts and identifies blast radius before changes, detailing affected tables, DAGs, dashboards, and owners.
MCPCLIHTTP
- Fit
- 69 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
tracing-upstream-lineage skill by astronomer/agents
This skill traces upstream data lineage by identifying sources, DAGs, and transformations to reveal data origins and feeding paths.
MCPHTTPCLI
- Fit
- 69 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
warehouse-init skill by astronomer/agents
This skill initializes warehouse schema discovery and generates an editable .astro/warehouse.md with table metadata for instant lookups.
MCPCLIHTTP
- Fit
- 69 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
cra-to-next-migration skill by vercel-labs/migration-skills
This skill guides migrating CRA projects to Next.js, converting routing, data fetching, and assets to modern patterns for improved performance and server
MCPHTTPCLISDK
- Fit
- 69 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
explainx / tool
Giphy
Easily search, retrieve, and use gifs and gif gifs from Giphy. Enhance your AI models with quality gifs and animated con
MCPHTTPCLISDK
- Fit
- 69 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
mcpservers / skill
upstash
Work with any Upstash TypeScript/JavaScript SDK including Redis, Box, QStash, Workflow, Vector, Search and Ratelimit. Use when the user is working with any…
MCPHTTPCLISDK
- Fit
- 69 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
- Fit
- 68 / 100
- Trust
- High traction
- Install
- MCP ready
Review links
awesomeskill / skill
paseo
Paseo reference for managing agents and worktrees. Load whenever you need to create agents, send them prompts, or manage worktrees.
MCPCLI
- Fit
- 68 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
Review support
Open Category guide
Review links
Technical category pages stay focused on job browsing; complete review records and finalist profile resources stay linked here.
Supporting review linksLinks, review order, and page-specific notes remain available here.
Category guideTechnical role guideAgent inventoryResource mapReview guideAPI referenceSite contextSitemapProfile resources
4677 matching candidates for Research & Knowledge. Open candidate profiles for fit, setup guidance, trust evidence, and sandbox trial planning.
- 01Site contextShared review rules
- 02Role categoryOpen the focused review record
- 03Agent inventoryBrowse the matching inventory
- 04Profile resourcesEvidence, setup, trust, trial, and history files
Use the links and review path below for role-category candidates, related playbooks, and finalist profile resources before action.
Review route: OpenAI review tools can start with openai.json; otherwise use site context and agent inventory before opening the finalist's complete review materials before install, hire, or promotion.