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背景与动机
用户视角的问题
#90 / #92 已为课时结算与学习中枢智能推荐含本课词汇的真实新闻；阅读器内通过 lessonWords query 高亮命中词并展示顶部条「📰 本文包含你刚学的 {n} 个词」。#101 跟读听完全文后也会提示「本次接触了 {n}
个课时词」。走查这条课时 → 真实语境动线，发现仍有一条明显的记忆验证断层——产品帮用户「找到了词」，却从未在语境中验证用户「是否还记得」： ...
enhancement
wesele
Graduated from #78 (A7 + A8). The user-facing surface of panelcast select.
CLI + effort tiers
- panelcast select --dataset descriptor.yaml command.
- Effort tiers live in the same YAML as the grid ...
documentation
enhancement
experimental
modeling
reproducibility
statistics
cupidthatbtc
Part of M1 (#649). Roadmap epic #659.
Scope
Add meta.data annotated data-mode tool variants for the analytics panels not yet covered by R12 (anomaly_timeline,
lead_lag, narrative_thread, semantic drift, ...
KrasForge
Graduated from #78 (A4). Pre-registered decision rules + confirmation orchestration.
- Thresholds committed in YAML config, not chosen post hoc: promote-candidate requires paired-ELPD z ≥ Z (default ...
enhancement
experimental
reproducibility
statistics
⚠️ CAIRE Incident Report
| Field | Value |
| --- | --- |
| Pod | caire-rca-engine-5cc954f898-gfrtk |
| Namespace | caire |
| Deployment | caire-rca-engine |
| Crash Type | LivenessProbeFailed |
| Detection ...
caire
needs-human
Akashstztt
⚠️ CAIRE Incident Report
| Field | Value |
| --- | --- |
| Pod | prometheus-kube-prometheus-operator-7c5bf8f95f-v58dh |
| Namespace | monitoring |
| Deployment | prometheus-kube-prometheus-operator | ...
caire
needs-human
⚠️ CAIRE Incident Report
| Field | Value |
| --- | --- |
| Pod | prometheus-prometheus-kube-prometheus-prometheus-0 |
| Namespace | monitoring |
| Deployment | unknown-deployment |
| Crash Type | LivenessProbeFailed ...
caire
needs-human
⚠️ CAIRE Incident Report
| Field | Value |
| --- | --- |
| Pod | prometheus-prometheus-node-exporter-2lkgr |
| Namespace | monitoring |
| Deployment | unknown-deployment |
| Crash Type | LivenessProbeFailed ...
caire
needs-human
Graduated from #78 (A3 + A6). One report per sweep, aggregating what today lives in four artifact types.
A3 — scoring ledger (src/panelcast/select/scoring.py)
Promote the per-point pairing core out of ...
enhancement
experimental
modeling
reproducibility
statistics
Part of M1 (#649). Roadmap epic #659.
Scope
Add meta.data annotated data-mode tool variants for the research panels (citation_graph, venues, literature_claims).
Done when
Each research panel type has ...
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Learn how you can use GitHub Issues to plan and track your work.
Save views for sprints, backlogs, teams, or releases. Rank, sort, and filter issues to suit the occasion. The possibilities are endless.Learn more about GitHub IssuesProTip! Restrict your search to the title by using the in:title qualifier.