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  • agent-probe-guard SDK (capability + thinking probes)
  • Public registry of mech-interp publications
  • Something isn't working
  • Improvements or additions to documentation
  • This issue or pull request already exists
  • New feature or request
  • FabricationGuard hallucination probe
  • Fellowship funnel — work that supports applications + onboarding
  • Good for newcomers
  • Approachable contribution — onboarding-friendly
  • Extra attention is needed
  • This doesn't seem right
  • openinterp-mcp server, tools, or Colab backend
  • Research paper writing / submission / review
  • Probe leaderboard / categorical evaluation
  • Further information is requested
  • This will not be worked on