How to explore the EAR demo in a local browser studio with Effective Auto Research EAR

Related use cases from other repos

• Pull compound and protein records with source provenance

  Query public biology and chemistry databases and get each record with its source endpoint.

  • Scientific Agent Skills
  • Claude Code
  • Codex
  • Cursor
  • Research
  • Intermediate
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  Using the scientific-agent-skills repo, read skills/database-lookup/SKILL.md and query PubChem, ChEMBL, and UniProt for <target gene or compound list>. Return a table of identifiers and key properties, with the endpoint and access date for each row. Verify that every row names its source endpoint and flag any database that needs a key you do not have.

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• Retrieve speaker-labeled evidence from a group chat locally

  Store a multi-person conversation and pull back who said what for a question, with no API key.

  • Speaker Mem R1
  • Research
  • Intermediate
  View prompt

  Clone the SpeakerMem-R1 repo (2022hpsk/SpeakerMemR1), set up the virtual environment and install the package as its README describes, then run code/speakermem_pkg/examples/quickstart.py. Report the memory stats and the retrieved entries for the questions 'Who handles evaluation?' and 'What does Bob handle?'. Verify that each retrieved entry shows the speaker name.

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• Stress-test an architecture decision before committing

  Get independent answers, anonymous reviews, and a reasoned recommendation on a design choice.

  • DSH Council
  • Research
  • Intermediate
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  Using the a1exsun/dsh-council repo in DSH Web, run /council on this design question: <design question with both options and the failure scenario>. Return the recommended design, its stated assumptions, and the listed disagreements and blind spots. Verify that every assumption appears in the question context and was not invented.

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