{"id":"a62f33d0-66b8-4924-aaf1-76e1e1bac99a","shortId":"CZZmmA","kind":"skill","title":"Run configurable multi-source deep research passes with Open Deep Research","tagline":"Use Open Deep Research when an agent should run a configurable research job that searches, compresses, synthesizes, and writes a cited report across multiple model and search backends.","description":"# Run configurable multi-source deep research passes with Open Deep Research\n\nUse Open Deep Research when an agent should run a configurable research job that searches, compresses, synthesizes, and writes a cited report across multiple model and search backends.\n\n## Prerequisites\n\nPython, uv, model API credentials, one or more supported search tools\n\n## Installation\n\nUse the upstream install or setup path that matches your environment:\n- git clone https://github.com/langchain-ai/open_deep_research.git\n- uv venv\n- uv sync\n- uv pip install -r pyproject.toml\n\nRequirements and caveats from upstream:\n- uvx --refresh --from \"langgraph-cli[inmem]\" --with-editable . --python 3.11 langgraph dev --allow-blocking\n- Open Deep Research supports a wide range of LLM providers via the [init_chat_model() API](https://python.langchain.com/docs/how_to/chat_models_universal_init/). It uses LLMs for a few different tasks. See the below mo...\n- Note: the selected model will need to support [structured outputs](https://python.langchain.com/docs/integrations/chat/) and [tool calling](https://python.langchain.com/docs/how_to/tool_calling/).\n\nBasic usage or getting-started notes:\n- cp .env.example .env\n- This will open the LangGraph Studio UI in your browser.\n- 🚀 API: http://127.0.0.1:2024\n\n- Source: https://github.com/langchain-ai/open_deep_research\n- Extracted from upstream docs: https://raw.githubusercontent.com/langchain-ai/open_deep_research/HEAD/README.md\n\n## Documentation\n\n- https://github.com/langchain-ai/open_deep_research#readme\n\n## Source\n\n- [Agent Skill Exchange](https://agentskillexchange.com/skills/run-configurable-multi-source-deep-research-passes-with-open-deep-research/)","tags":["run","configurable","multi","source","deep","research","passes","with","open","skills","agentskillexchange","agent-skills"],"capabilities":["skill","source-agentskillexchange","skill-run-configurable-multi-source-deep-research-passes-with-open-deep-research","topic-agent-skills","topic-ai-agents","topic-ai-tools","topic-awesome-list","topic-claude-code","topic-codex","topic-cursor","topic-llm","topic-mcp","topic-npx-skills","topic-openclaw","topic-skills-catalog"],"categories":["skills"],"synonyms":[],"warnings":[],"endpointUrl":"https://skills.sh/agentskillexchange/skills/run-configurable-multi-source-deep-research-passes-with-open-deep-research","protocol":"skill","transport":"skills-sh","auth":{"type":"none","details":{"cli":"npx skills add agentskillexchange/skills","source_repo":"https://github.com/agentskillexchange/skills","install_from":"skills.sh"}},"qualityScore":"0.454","qualityRationale":"deterministic score 0.45 from registry signals: · indexed on github topic:agent-skills · 8 github stars · SKILL.md body (1,691 chars)","verified":false,"liveness":"unknown","lastLivenessCheck":null,"agentReviews":{"count":0,"score_avg":null,"cost_usd_avg":null,"success_rate":null,"latency_p50_ms":null,"narrative_summary":null,"summary_updated_at":null},"enrichmentModel":"deterministic:skill-github:v1","enrichmentVersion":1,"enrichedAt":"2026-05-18T19:12:11.492Z","embedding":null,"createdAt":"2026-05-18T13:18:58.717Z","updatedAt":"2026-05-18T19:12:11.492Z","lastSeenAt":"2026-05-18T19:12:11.492Z","tsv":"'/docs/how_to/chat_models_universal_init/).':159 '/docs/how_to/tool_calling/).':190 '/docs/integrations/chat/)':184 '/langchain-ai/open_deep_research':217 '/langchain-ai/open_deep_research#readme':228 '/langchain-ai/open_deep_research.git':109 '/langchain-ai/open_deep_research/head/readme.md':224 '/skills/run-configurable-multi-source-deep-research-passes-with-open-deep-research/)':235 '127.0.0.1':212 '2024':213 '3.11':135 'across':35,75 'agent':19,59,230 'agentskillexchange.com':234 'agentskillexchange.com/skills/run-configurable-multi-source-deep-research-passes-with-open-deep-research/)':233 'allow':139 'allow-block':138 'api':85,156,211 'backend':40,80 'basic':191 'block':140 'browser':210 'call':187 'caveat':121 'chat':154 'cite':33,73 'cli':129 'clone':106 'compress':28,68 'configur':2,23,42,63 'cp':198 'credenti':86 'deep':6,11,15,46,51,55,142 'dev':137 'differ':166 'doc':221 'document':225 'edit':133 'env':200 'env.example':199 'environ':104 'exchang':232 'extract':218 'get':195 'getting-start':194 'git':105 'github.com':108,216,227 'github.com/langchain-ai/open_deep_research':215 'github.com/langchain-ai/open_deep_research#readme':226 'github.com/langchain-ai/open_deep_research.git':107 'init':153 'inmem':130 'instal':93,97,116 'job':25,65 'langgraph':128,136,205 'langgraph-c':127 'llm':149 'llms':162 'match':102 'mo':171 'model':37,77,84,155,175 'multi':4,44 'multi-sourc':3,43 'multipl':36,76 'need':177 'note':172,197 'one':87 'open':10,14,50,54,141,203 'output':181 'pass':8,48 'path':100 'pip':115 'prerequisit':81 'provid':150 'pyproject.toml':118 'python':82,134 'python.langchain.com':158,183,189 'python.langchain.com/docs/how_to/chat_models_universal_init/).':157 'python.langchain.com/docs/how_to/tool_calling/).':188 'python.langchain.com/docs/integrations/chat/)':182 'r':117 'rang':147 'raw.githubusercontent.com':223 'raw.githubusercontent.com/langchain-ai/open_deep_research/head/readme.md':222 'refresh':125 'report':34,74 'requir':119 'research':7,12,16,24,47,52,56,64,143 'run':1,21,41,61 'search':27,39,67,79,91 'see':168 'select':174 'setup':99 'skill':231 'skill-run-configurable-multi-source-deep-research-passes-with-open-deep-research' 'sourc':5,45,214,229 'source-agentskillexchange' 'start':196 'structur':180 'studio':206 'support':90,144,179 'sync':113 'synthes':29,69 'task':167 'tool':92,186 'topic-agent-skills' 'topic-ai-agents' 'topic-ai-tools' 'topic-awesome-list' 'topic-claude-code' 'topic-codex' 'topic-cursor' 'topic-llm' 'topic-mcp' 'topic-npx-skills' 'topic-openclaw' 'topic-skills-catalog' 'ui':207 'upstream':96,123,220 'usag':192 'use':13,53,94,161 'uv':83,110,112,114 'uvx':124 'venv':111 'via':151 'wide':146 'with-edit':131 'write':31,71","prices":[{"id":"4baf734e-6475-499e-80da-664498f6d87b","listingId":"a62f33d0-66b8-4924-aaf1-76e1e1bac99a","amountUsd":"0","unit":"free","nativeCurrency":null,"nativeAmount":null,"chain":null,"payTo":null,"paymentMethod":"skill-free","isPrimary":true,"details":{"org":"agentskillexchange","category":"skills","install_from":"skills.sh"},"createdAt":"2026-05-18T13:18:58.717Z"}],"sources":[{"listingId":"a62f33d0-66b8-4924-aaf1-76e1e1bac99a","source":"github","sourceId":"agentskillexchange/skills/run-configurable-multi-source-deep-research-passes-with-open-deep-research","sourceUrl":"https://github.com/agentskillexchange/skills/tree/main/skills/run-configurable-multi-source-deep-research-passes-with-open-deep-research","isPrimary":false,"firstSeenAt":"2026-05-18T13:18:58.717Z","lastSeenAt":"2026-05-18T19:12:11.492Z"}],"details":{"listingId":"a62f33d0-66b8-4924-aaf1-76e1e1bac99a","quickStartSnippet":null,"exampleRequest":null,"exampleResponse":null,"schema":null,"openapiUrl":null,"agentsTxtUrl":null,"citations":[],"useCases":[],"bestFor":[],"notFor":[],"kindDetails":{"org":"agentskillexchange","slug":"run-configurable-multi-source-deep-research-passes-with-open-deep-research","github":{"repo":"agentskillexchange/skills","stars":8,"topics":["agent-skills","ai-agents","ai-tools","awesome-list","claude-code","codex","cursor","llm","mcp","npx-skills","openclaw","skills-catalog"],"license":"mit","html_url":"https://github.com/agentskillexchange/skills","pushed_at":"2026-05-18T19:02:17Z","description":"The open catalog of AI agent skills — 2,000+ security-scanned skills for Claude Code, Cursor, Codex, and more.","skill_md_sha":"fb3a53e5e865731ecc1c4c7011c8ad890fb89bc8","skill_md_path":"skills/run-configurable-multi-source-deep-research-passes-with-open-deep-research/SKILL.md","default_branch":"main","skill_tree_url":"https://github.com/agentskillexchange/skills/tree/main/skills/run-configurable-multi-source-deep-research-passes-with-open-deep-research"},"layout":"multi","source":"github","category":"skills","frontmatter":{"name":"Run configurable multi-source deep research passes with Open Deep Research","description":"Use Open Deep Research when an agent should run a configurable research job that searches, compresses, synthesizes, and writes a cited report across multiple model and search backends."},"skills_sh_url":"https://skills.sh/agentskillexchange/skills/run-configurable-multi-source-deep-research-passes-with-open-deep-research"},"updatedAt":"2026-05-18T19:12:11.492Z"}}