Hints

This repo about analyze, generate and unify hints in current repo level coding problems.

folders - purpose:

• analyze_hint: helper scripts of analyze hints, also a garbage collection of helper scripts
• helper_code: helper code on the leave one out experiments, including data prepare and analysis
• identity_projection: identity projection experiments given selection, currently empty, maybe merged into src
• identity_selection: identity selection experiments given projection, currently has defuse2.py, feabench, nocode, and swebenchpro.
• leave_one_out: leave one out experiments, contains README inside.
• printing: instances printing scripts, contains README
• repos: location to store github repos for hint generation, contains scripts.
• src: extract identifier hints. contains outdated README, but suffice to see the functions
• mini-swe-agent: changes to run mini swe agent
• taxonomy_graph: the tools to draw the taxonomy graph. requirements.txt is meant for everything except mini-swe-agent and taxonomy_graph. mini-swe-agent uses the environment from the official mini-swe-agent github repo. taxonomy_graph folder is self-contained.

Contributing

Pull requests are very welcome! Make sure your patches are well tested. Ideally create a topic branch for every separate change you make. For example:

1. Fork the repo
2. Create your feature branch (git checkout -b my-new-feature)
3. Commit your changes (git commit -am 'Added some feature')
4. Push to the branch (git push origin my-new-feature)
5. Create new Pull Request

License

All source files must include a Copyright and License header. The SPDX license header is preferred because it can be easily scanned.

If you would like to see the detailed LICENSE click here.

#
# Copyright IBM Corp. 2026
# SPDX-License-Identifier: MIT
#