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.
Intent
- feature implementation
Work surfaces
- query layer
- library API
Technology
- Koota
Expected artifacts
- repository patch
What makes it difficult
- 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
| Model | Harness | Effort | Result | Passes |
|---|---|---|---|---|
| claude-fable-5vertex_ai | mini-swe-agentpublished configuration | low | Mixed | 2/4 |
| claude-fable-5vertex_ai | mini-swe-agentpublished configuration | medium | Mixed | 3/4 |
| claude-fable-5vertex_ai | mini-swe-agentpublished configuration | high | Mixed | 2/4 |
| claude-fable-5vertex_ai | mini-swe-agentpublished configuration | xhigh | Mixed | 3/4 |
| claude-fable-5vertex_ai | mini-swe-agentpublished configuration | max | All passed | 4/4 |
| claude-opus-4-8anthropic | mini-swe-agentpublished configuration | low | Mixed | 1/4 |
| claude-opus-4-8anthropic | mini-swe-agentpublished configuration | medium | Mixed | 1/4 |
| claude-opus-4-8anthropic | mini-swe-agentpublished configuration | high | Mixed | 1/4 |
| claude-opus-4-8anthropic | mini-swe-agentpublished configuration | xhigh | Mixed | 1/4 |
| claude-opus-4-8anthropic | mini-swe-agentpublished configuration | max | Mixed | 3/4 |
| claude-sonnet-4-6anthropic | mini-swe-agentpublished configuration | high | No passes | 0/4 |
| claude-sonnet-5anthropic | mini-swe-agentpublished configuration | low | No passes | 0/4 |
| claude-sonnet-5anthropic | mini-swe-agentpublished configuration | medium | Mixed | 2/4 |
| claude-sonnet-5anthropic | mini-swe-agentpublished configuration | high | No passes | 0/4 |
| claude-sonnet-5anthropic | mini-swe-agentpublished configuration | xhigh | Mixed | 1/4 |
| claude-sonnet-5anthropic | mini-swe-agentpublished configuration | max | Mixed | 2/4 |
| gemini-3-1-pro-previewvertex_ai | mini-swe-agentpublished configuration | high | No passes | 0/4 |
| gemini-3-5-flashvertex_ai | mini-swe-agentpublished configuration | medium | No passes | 0/4 |
| glm-5-2zai | mini-swe-agentpublished configuration | high | No passes | 0/4 |
| glm-5-2zai | mini-swe-agentpublished configuration | max | No passes | 0/4 |
| gpt-5-4openai | mini-swe-agentpublished configuration | xhigh | No passes | 0/4 |
| gpt-5-5openai | mini-swe-agentpublished configuration | low | No passes | 0/4 |
| gpt-5-5openai | mini-swe-agentpublished configuration | medium | No passes | 0/4 |
| gpt-5-5openai | mini-swe-agentpublished configuration | high | Mixed | 1/4 |
| gpt-5-5openai | mini-swe-agentpublished configuration | xhigh | Mixed | 1/4 |
| gpt-5-6-lunaopenai | mini-swe-agentpublished configuration | low | No passes | 0/4 |
| gpt-5-6-lunaopenai | mini-swe-agentpublished configuration | medium | No passes | 0/4 |
| gpt-5-6-lunaopenai | mini-swe-agentpublished configuration | high | No passes | 0/4 |
| gpt-5-6-lunaopenai | mini-swe-agentpublished configuration | xhigh | No passes | 0/4 |
| gpt-5-6-lunaopenai | mini-swe-agentpublished configuration | max | No passes | 0/4 |
| gpt-5-6-solopenai | mini-swe-agentpublished configuration | low | No passes | 0/4 |
| gpt-5-6-solopenai | mini-swe-agentpublished configuration | medium | No passes | 0/4 |
| gpt-5-6-solopenai | mini-swe-agentpublished configuration | high | No passes | 0/4 |
| gpt-5-6-solopenai | mini-swe-agentpublished configuration | xhigh | No passes | 0/4 |
| gpt-5-6-solopenai | mini-swe-agentpublished configuration | max | Mixed | 1/4 |
| gpt-5-6-terraopenai | mini-swe-agentpublished configuration | low | No passes | 0/4 |
| gpt-5-6-terraopenai | mini-swe-agentpublished configuration | medium | Mixed | 1/4 |
| gpt-5-6-terraopenai | mini-swe-agentpublished configuration | high | No passes | 0/4 |
| gpt-5-6-terraopenai | mini-swe-agentpublished configuration | xhigh | No passes | 0/4 |
| gpt-5-6-terraopenai | mini-swe-agentpublished configuration | max | No passes | 0/4 |
| kimi-k2-7-codeopenrouter | mini-swe-agentpublished configuration | default | No passes | 0/4 |