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Tracking epic for the retrieval-quality work. Full record: analysis/retrieval_quality_investigation.md.
Baseline shipped
PR #16 — the validated config: generalization rules ON + Concept catch-all type ...
brianok-neo4j
問題
context_accumulator.py の _compute_confidence() に 0.15, 0.25, 0.3 などのマジックナンバーがハードコードされている。ユーザーがユースケースに合わせて調整できず、値の根拠も不透明。
改善案
policy.yaml の evaluation_thresholds セクションを拡張:
evaluation_thresholds: ...
enhancement
y-nakata
Start note
- Date: 2026-06-07 00:42 UTC
- Lane: Lane 22 -- Phase 2 closure tranche
- Goal: advance the current-master Lane 22 kbuild closure contract PR by verifying exact-head readiness, moving ...
adybag14-cyber
Auto-reported by camofox-crash-reporter. All data is anonymized.
Environment
- version: 1.7.2
- node: v22.22.2
- platform: darwin
- uptime: 60050 min
Resources
- node RSS: 55 MB
- node ...
auto-report
likely-sleep
stuck
camofox-crash-stuck-reporter[bot]
問題
AuthorizationResult（Receipt）は現在メモリ内（AARMRuntime._receipts リスト）にのみ保持される。セッション終了とともに消失し、事後監査やコンプライアンス対応が不可能。
改善案
フェーズ1（最低限）
- JSONL ファイルへの追記出力
- 環境変数 AARM_AUDIT_LOG_PATH でパス指定（未設定時はメモリのみ）
フェーズ2（拡張） ...
enhancement
Context
The wheel build/publish pipeline (.github/workflows/python-publish-pypi.yml) is hand-rolled: a (os × python-version)
matrix that sets up miniconda, creates a conda env with the build toolchain ...
stoiver
背景
ToolRiskClass (READ_ONLY / WRITE / DESTRUCTIVE) は AARM 仕様に存在しない静的分類であり、CLAUDE.md
に「距離計算精度が向上するまでのフォールバック」として明記されている。しかし現状では廃止計画が存在せず、仕様との乖離が継続している。
タスク
1. 精度基準の定義: semantic_distance と confidence_level ...
tech-debt
Goal: let the pipeline run instance extraction on a local LLM (cost-free / privacy-sensitive), and benchmark whether a
local model gives satisfactory (not necessarily Sonnet-parity) results.
Hardware ...
Documented limitation (see README Known limitations ).
Instance nodes are deduplicated only by exact MERGE on name, so one real-world entity fragments across many surface
forms. In the FLTCA pilot, the ...
Auto-reported by camofox-crash-reporter. All data is anonymized.
Environment
- version: 1.11.2
- node: v22.22.3
- platform: linux
- uptime: 10 min
Resources
- node RSS: 1032 MB
- node heap: ...
auto-report
memory-leak
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