All evidence cases
DeepSWE v1.1repositoryTypeScript

Add value-based query predicates to Koota

Add composable value-based entity predicates with dependency tracking and change transitions.

koota-query-predicates

Normalized profile

What this task asks for

Add composable value-based entity predicates with dependency tracking and change transitions. Export new `createPredicate` accepting dependency traits array and a predicate function. `set` or `add` on dependency re-evaluates the predicate. `Not(predicate)` matches entities missing any dependency or where predicate returns false. `Or` accepts predicates. `Added(predicate)` matches entities satisfying the predicate not present in the previous result. Predicates add no data to callback tuple.

  • feature implementation
  • query layer
  • library API
  • Koota
  • repository patch
  • incremental dependency tracking and transition semantics

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 configurationmediumMixed3/4
claude-fable-5vertex_aimini-swe-agentpublished configurationhighMixed2/4
claude-fable-5vertex_aimini-swe-agentpublished configurationxhighMixed3/4
claude-fable-5vertex_aimini-swe-agentpublished configurationmaxAll passed4/4
claude-opus-4-8anthropicmini-swe-agentpublished configurationlowMixed1/4
claude-opus-4-8anthropicmini-swe-agentpublished configurationmediumMixed1/4
claude-opus-4-8anthropicmini-swe-agentpublished configurationhighMixed1/4
claude-opus-4-8anthropicmini-swe-agentpublished configurationxhighMixed1/4
claude-opus-4-8anthropicmini-swe-agentpublished configurationmaxMixed3/4
claude-sonnet-4-6anthropicmini-swe-agentpublished configurationhighNo passes0/4
claude-sonnet-5anthropicmini-swe-agentpublished configurationlowNo passes0/4
claude-sonnet-5anthropicmini-swe-agentpublished configurationmediumMixed2/4
claude-sonnet-5anthropicmini-swe-agentpublished configurationhighNo passes0/4
claude-sonnet-5anthropicmini-swe-agentpublished configurationxhighMixed1/4
claude-sonnet-5anthropicmini-swe-agentpublished configurationmaxMixed2/4
gemini-3-1-pro-previewvertex_aimini-swe-agentpublished configurationhighNo passes0/4
gemini-3-5-flashvertex_aimini-swe-agentpublished configurationmediumNo passes0/4
glm-5-2zaimini-swe-agentpublished configurationhighNo passes0/4
glm-5-2zaimini-swe-agentpublished configurationmaxNo passes0/4
gpt-5-4openaimini-swe-agentpublished configurationxhighNo passes0/4
gpt-5-5openaimini-swe-agentpublished configurationlowNo passes0/4
gpt-5-5openaimini-swe-agentpublished configurationmediumNo passes0/4
gpt-5-5openaimini-swe-agentpublished configurationhighMixed1/4
gpt-5-5openaimini-swe-agentpublished configurationxhighMixed1/4
gpt-5-6-lunaopenaimini-swe-agentpublished configurationlowNo passes0/4
gpt-5-6-lunaopenaimini-swe-agentpublished configurationmediumNo passes0/4
gpt-5-6-lunaopenaimini-swe-agentpublished configurationhighNo passes0/4
gpt-5-6-lunaopenaimini-swe-agentpublished configurationxhighNo passes0/4
gpt-5-6-lunaopenaimini-swe-agentpublished configurationmaxNo passes0/4
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 configurationmediumMixed1/4
gpt-5-6-terraopenaimini-swe-agentpublished configurationhighNo passes0/4
gpt-5-6-terraopenaimini-swe-agentpublished configurationxhighNo passes0/4
gpt-5-6-terraopenaimini-swe-agentpublished configurationmaxNo passes0/4
kimi-k2-7-codeopenroutermini-swe-agentpublished configurationdefaultNo passes0/4