Add pair-level relation tracking modifiers
Tracking modifiers should distinguish changes to specific relation pairs, not just trait-level additions and removals.
koota-pair-relation-tracking
Normalized profile
What this task asks for
Tracking modifiers should distinguish changes to specific relation pairs, not just trait-level additions and removals. Tracking modifiers detect trait-level additions and removals but cannot distinguish which specific relation pair changed, blocking per-target reactivity. Make tracking modifier factories accept new `RelationPair`. The target `'*'` acts as a wildcard. Pair modifiers compose with `Or`. Pair modifiers combined with regular trait parameters in the same query must satisfy all constraints together. The `entity.changed` method accepts a `RelationPair` for manual pair-level change signaling.
Intent
- feature implementation
- performance optimization
- data transformation
Work surfaces
- cache
- query layer
- library API
Technology
- Koota
Expected artifacts
- repository patch
What makes it difficult
- composite state and lifecycle-transition semantics
- changes span multiple components or interfaces
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 | 3/4 |
| claude-fable-5vertex_ai | mini-swe-agentpublished configuration | medium | Mixed | 2/4 |
| claude-fable-5vertex_ai | mini-swe-agentpublished configuration | high | Mixed | 3/4 |
| claude-fable-5vertex_ai | mini-swe-agentpublished configuration | xhigh | All passed | 4/4 |
| claude-fable-5vertex_ai | mini-swe-agentpublished configuration | max | All passed | 4/4 |
| claude-opus-4-8anthropic | mini-swe-agentpublished configuration | low | No passes | 0/4 |
| claude-opus-4-8anthropic | mini-swe-agentpublished configuration | medium | No passes | 0/4 |
| claude-opus-4-8anthropic | mini-swe-agentpublished configuration | high | No passes | 0/4 |
| claude-opus-4-8anthropic | mini-swe-agentpublished configuration | xhigh | No passes | 0/4 |
| claude-opus-4-8anthropic | mini-swe-agentpublished configuration | max | Mixed | 1/4 |
| claude-sonnet-4-6anthropic | mini-swe-agentpublished configuration | high | No passes | 0/4 |
| claude-sonnet-5anthropic | mini-swe-agentpublished configuration | low | Mixed | 1/4 |
| claude-sonnet-5anthropic | mini-swe-agentpublished configuration | medium | Mixed | 1/4 |
| claude-sonnet-5anthropic | mini-swe-agentpublished configuration | high | Mixed | 1/4 |
| claude-sonnet-5anthropic | mini-swe-agentpublished configuration | xhigh | No passes | 0/4 |
| claude-sonnet-5anthropic | mini-swe-agentpublished configuration | max | No passes | 0/4 |
| 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 | Mixed | 1/4 |
| gpt-5-5openai | mini-swe-agentpublished configuration | low | No passes | 0/4 |
| gpt-5-5openai | mini-swe-agentpublished configuration | medium | Mixed | 1/4 |
| gpt-5-5openai | mini-swe-agentpublished configuration | high | Mixed | 2/4 |
| 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 | Mixed | 1/4 |
| gpt-5-6-lunaopenai | mini-swe-agentpublished configuration | max | Mixed | 3/4 |
| 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 | No passes | 0/4 |
| gpt-5-6-terraopenai | mini-swe-agentpublished configuration | low | No passes | 0/4 |
| gpt-5-6-terraopenai | mini-swe-agentpublished configuration | medium | No passes | 0/4 |
| 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 |