All evidence cases
DeepSWE v1.1repositoryPython

Add scoped state data to state machine callbacks and history

Add per-state scoped data ownership with lifecycle resets, callback injection, history restoration, and validation.

python-statemachine-state-data-scoping

Normalized profile

What this task asks for

Add per-state scoped data ownership with lifecycle resets, callback injection, history restoration, and validation. States lack built-in data ownership, forcing manual variable management without scoping or lifecycle. State accepts a data keyword mapping string keys to default values. On entry, data initializes as a fresh copy of the defaults. On exit, data is removed. Re-entering a state resets data to the original defaults. Data requires dict with string keys, DataVar rejects simultaneous default and factory.

  • feature implementation
  • configuration tuning
  • test and validation
  • validation layer
  • python-statemachine
  • repository patch
  • security-sensitive or adversarial behavior

Published evidence

Model × harness outcomes

Counts are tied to these exact configurations. Harnesses are not treated as equivalent across benchmarks.

Models
13
Configurations
41
Trials
164

Showing 41 of 41 configurations

ModelHarnessEffortResultPasses
claude-fable-5vertex_aimini-swe-agentpublished configurationlowMixed2/4
claude-fable-5vertex_aimini-swe-agentpublished configurationmediumAll passed4/4
claude-fable-5vertex_aimini-swe-agentpublished configurationhighAll passed4/4
claude-fable-5vertex_aimini-swe-agentpublished configurationxhighAll passed4/4
claude-fable-5vertex_aimini-swe-agentpublished configurationmaxAll passed4/4
claude-opus-4-8anthropicmini-swe-agentpublished configurationlowNo passes0/4
claude-opus-4-8anthropicmini-swe-agentpublished configurationmediumMixed1/4
claude-opus-4-8anthropicmini-swe-agentpublished configurationhighNo passes0/4
claude-opus-4-8anthropicmini-swe-agentpublished configurationxhighNo passes0/4
claude-opus-4-8anthropicmini-swe-agentpublished configurationmaxNo passes0/4
claude-sonnet-4-6anthropicmini-swe-agentpublished configurationhighMixed2/4
claude-sonnet-5anthropicmini-swe-agentpublished configurationlowNo passes0/4
claude-sonnet-5anthropicmini-swe-agentpublished configurationmediumNo passes0/4
claude-sonnet-5anthropicmini-swe-agentpublished configurationhighMixed2/4
claude-sonnet-5anthropicmini-swe-agentpublished configurationxhighMixed3/4
claude-sonnet-5anthropicmini-swe-agentpublished configurationmaxAll passed4/4
gemini-3-1-pro-previewvertex_aimini-swe-agentpublished configurationhighNo passes0/4
gemini-3-5-flashvertex_aimini-swe-agentpublished configurationmediumMixed1/4
glm-5-2zaimini-swe-agentpublished configurationhighMixed1/4
glm-5-2zaimini-swe-agentpublished configurationmaxMixed1/4
gpt-5-4openaimini-swe-agentpublished configurationxhighNo passes0/4
gpt-5-5openaimini-swe-agentpublished configurationlowNo passes0/4
gpt-5-5openaimini-swe-agentpublished configurationmediumMixed3/4
gpt-5-5openaimini-swe-agentpublished configurationhighMixed1/4
gpt-5-5openaimini-swe-agentpublished configurationxhighMixed2/4
gpt-5-6-lunaopenaimini-swe-agentpublished configurationlowNo passes0/4
gpt-5-6-lunaopenaimini-swe-agentpublished configurationmediumNo passes0/4
gpt-5-6-lunaopenaimini-swe-agentpublished configurationhighMixed1/4
gpt-5-6-lunaopenaimini-swe-agentpublished configurationxhighNo passes0/4
gpt-5-6-lunaopenaimini-swe-agentpublished configurationmaxMixed1/4
gpt-5-6-solopenaimini-swe-agentpublished configurationlowNo passes0/4
gpt-5-6-solopenaimini-swe-agentpublished configurationmediumNo passes0/4
gpt-5-6-solopenaimini-swe-agentpublished configurationhighNo passes0/4
gpt-5-6-solopenaimini-swe-agentpublished configurationxhighNo passes0/4
gpt-5-6-solopenaimini-swe-agentpublished configurationmaxMixed1/4
gpt-5-6-terraopenaimini-swe-agentpublished configurationlowNo passes0/4
gpt-5-6-terraopenaimini-swe-agentpublished configurationmediumNo passes0/4
gpt-5-6-terraopenaimini-swe-agentpublished configurationhighNo passes0/4
gpt-5-6-terraopenaimini-swe-agentpublished configurationxhighNo passes0/4
gpt-5-6-terraopenaimini-swe-agentpublished configurationmaxMixed2/4
kimi-k2-7-codeopenroutermini-swe-agentpublished configurationdefaultMixed1/4