Issues

• Error taxonomy: shared vocabulary for agent failures

  help wantedroadmap
  aganthos/clawloop#57 · Filter by author bordeauxred opened on Apr 19, 2026

• Research direction: HyperEnv - Environment and curriculum synthesis from captured traces

  roadmap
  aganthos/clawloop#55 · Filter by author bordeauxred opened on Apr 19, 2026

• Research direction: HyperLearn for learner tuning

  roadmap
  aganthos/clawloop#54 · Filter by author bordeauxred opened on Apr 19, 2026

• Benchmark adapters (umbrella): SWE-bench, WebArena, GAIA, AgentBench, BrowseComp

  enhancementroadmap
  aganthos/clawloop#53 · Filter by author bordeauxred opened on Apr 19, 2026

• Observability integrations (umbrella): W&B, MLflow, Langfuse, OpenTelemetry, Phoenix

  enhancementgood first issueroadmap
  aganthos/clawloop#52 · Filter by author bordeauxred opened on Apr 19, 2026
  1

  

• Reintroduce clawloop run as a TrainConfig wrapper

  enhancement
  aganthos/clawloop#50 · Filter by author bordeauxred opened on Apr 19, 2026
  

• Docs: privacy & redaction of traces and tool calls

  ai_tinker_launchdocumentationroadmap
  aganthos/clawloop#42 · Filter by author bordeauxred opened on Apr 19, 2026

• Roadmap (umbrella): mode='full', router productionization, weights hardening, ProblemEnv abstraction

  ai_tinker_launchroadmap
  aganthos/clawloop#41 · Filter by author bordeauxred opened on Apr 19, 2026

• Refactor: split monolithic learning_layers/harness.py and resolve core->layers import inversion

  refactor
  aganthos/clawloop#38 · Filter by author bordeauxred opened on Apr 19, 2026

• Add 1280x640 social preview PNG and upload to repo settings

  ai_tinker_launchdocumentationenhancement
  aganthos/clawloop#37 · Filter by author bordeauxred opened on Apr 19, 2026

• Audit every command in README runs as written

  ai_tinker_launchdocumentation
  aganthos/clawloop#36 · Filter by author bordeauxred opened on Apr 19, 2026

• Set up launch support path: Discussions, pinned thread, response SLA

  ai_tinker_launchdocumentationenhancement
  aganthos/clawloop#35 · Filter by author bordeauxred opened on Apr 19, 2026

• Release rehearsal: TestPyPI dry-run before v0.1.0

  ai_tinker_launchenhancement
  aganthos/clawloop#34 · Filter by author bordeauxred opened on Apr 19, 2026