Metaculus / Metaculus/forecasting-tools

Make all agents/tools stream updates

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Medium Priority
Dominant language
Python
Stars
79
Forks
38
Avg merge
20m
Merged PRs (30d)
12

Description

Due to structure_output structuring step, we won't be able to stream directly. However, we can still make tools into async Generators that pass back updates about progress. The question generation and operationalizer tools are especially relevant here.

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First steps

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  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start by reading the structure_output step and the question generation and operationalizer tools. Determine how agents and tools currently return results and where progress updates could be exposed through async generators. Done means the relevant agents/tools stream progress updates without requiring direct streaming through structure_output.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
ai, tooling
Issue type
Feature
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
35/100

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