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背景
環境有雙重雜訊（內部 2% apply_internal_noise + 外部 5% engine.apply_noise），但現有 21 策略缺少文獻上專門對抗雜訊的兩種 TFT 變體。普通 TitForTat
一旦手滑背叛，就會跟對手陷入 C-D-C-D 無止盡互戕；GenerousTitForTat 靠「報復時 10% 隨機慷慨」破螺旋，但那是機率性、無差別的原諒。
補強內容（策略 ...
documentation
enhancement
rrushtw
您好，维护者老师们：
我在阅读《Easy Data x AI》课程文档时，顺手检查到几处比较小的文档问题，主要是错别字、重复段落和局部表述优化。整体不影响课程理解，但可以通过一个小的 docs PR 统一修一下。
发现的问题
1. docs/course-intro.md
- 认知的的空白 中 的 重复了一次。
- 建议改为：认知的空白
- AI Native 数据层 中间多了一个空格。 ...
hu-qi
Parent
Parent PRD: #1441
What to build
Rebalance Docker build tests so parser behavior is concentrated at the interpreter interface and Docker service tests
cover only the subprocess adapter responsibilities. ...
ready-for-agent
refactor-slice
Johannes-Kutsch
Paper
An LLM-Based Assistance System for Intuitive and Flexible Capability-Based Planning
ArXiv ID
2605.28666v1
Bot Score
7
Reason
Not relevant to my research interests
Matched Interest
AI-Assisted ...
feedback
negative
winterbloooom
Parent
Parent PRD: #1441
What to build
Route terse Docker build progress rendering through the interpreter while leaving terminal rendering and failure dumping
in the Docker service adapter.
Acceptance ...
ready-for-agent
refactor-slice
Parent
Parent PRD: #1441
What to build
Add named terse progress interpretation to the in-process Docker build output interpreter for BuildKit and classic
builder output.
Acceptance criteria
- [ ...
behavior-slice
ready-for-agent
api ORM models rely on SQLAlchemy default constraint names while the hand-written Alembic migrations name constraints
explicitly (e.g. uq_user_username_lower). They agree today, but if Alembic autogenerate ...
enhancement
mmiura-2351
Parent
Parent PRD: #1441
What to build
Route verbose Docker build streaming through the interpreter for rebuild-start callbacks while keeping the Docker
service focused on process execution and raw ...
ready-for-agent
refactor-slice
Parent
Parent PRD: #1441
What to build
Add rebuild-start interpretation to the in-process Docker build output interpreter so callback timing uses the same
state model as final outcome detection.
Acceptance ...
behavior-slice
ready-for-agent
Parent
Parent PRD: #1441
What to build
Make the in-process Docker build output interpreter the direct behavior surface for final build outcome examples across
BuildKit and classic builder output.
Acceptance ...
behavior-slice
ready-for-agent
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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.