Deep Research Jina

Use Jina Reader and Jina Search APIs for deep research retrieval, URL-to-markdown conversion, and markdown-oriented search results. Use when a workflow needs clean page extraction, search snippets, or reader output before synthesis.

closedloop-technologies Updated

File contents

Jina AI

Use this skill as a reader/search component in a deep research workflow. Jina Reader turns URLs into markdown; Jina Search returns markdown-oriented web results.

Environment

op run --env-file .env.climbhill -- python .agents/skills/deep-research-jina/scripts/jina_tools.py \
  search "deepresearch the deepresearchers"

Optional 1Password-backed variable:

  • JINA_API_KEY

Cost Controls

  • Basic Reader usage is available without a key, but API keys improve limits.
  • Use search for source discovery, then read only the URLs needed for evidence.
  • Avoid treating Jina alone as a full deep research agent; pair it with a planner/synthesizer.

Current Source Links

closedloop-technologies/awesome-deep-researchers/tree/main/skills/deep-research-jina commit f9b2664524

Frequently asked questions

npx skillmds@latest add closedloop-technologies/deep-research-jina