Feature Request: Automatic dynamic ontology expansion from coverage gaps
Nobody has claimed this yet.
Assessment
- Difficulty
- 5/5
- Estimated time
- Over a week
- Newbie friendliness
- 35/100
Research direction
Start by reading docs/handovers/dynamic-ontology-handover.md and docs/src/dynamic-ontology.md, then trace the pipeline's CoverageSignal.coverage_ratio and unmatched-entity flow. Done means candidates are generated, approval gates updates, ontology changes are deterministic and auditable, reloads work without restart regressions, and an integration test covers the gap-to-approved-update flow.
Written by the indexing model from the issue text.
Description
Summary
Implement automatic ontology expansion when coverage signals indicate low grounding quality.
Context
The dynamic ontology handover identifies this as the next step after feature-gate and normalization example rollout.
Problem
Current pipeline reports coverage gaps but does not autonomously propose/apply ontology additions.
Proposed Scope
- Add expansion workflow triggered by low
CoverageSignal.coverage_ratio. - Generate candidate terms from unmatched entities.
- Add guarded review/approval step before writing ontology updates.
- Persist changes in a deterministic, auditable format.
Acceptance Criteria
- Expansion candidates generated from unmatched terms
- Review gate prevents unsafe/unwanted automatic additions
- Updated ontology can be reloaded without service restart regressions
- Integration test covers gap->candidate->approved-update flow
References
docs/handovers/dynamic-ontology-handover.mddocs/src/dynamic-ontology.md
- Dominant language
- Rust
- Stars
- 62
- Forks
- 5
- Avg merge
- 2h 27m
- Merged PRs (30d)
- 1
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
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