yaojingang
73 lines
2.8 KiB
Markdown
73 lines
2.8 KiB
Markdown
# User Pattern Summary
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- Generated at: `2026-06-15T00:00:00Z`
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- Local only: `true`
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- Explicit source: `evals/adaptation/user_signals.example.jsonl`
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- Records: `8`
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- Patterns: `5`
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- Discarded signals: `0`
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## Privacy Contract
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- No implicit private log scan.
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- No unredacted raw content stored.
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- Scan and proposal stages do not write source files.
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## Patterns
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### Default language preference
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- Pattern: `language_default`
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- Support: `2`
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- Confidence: `0.79`
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- Reason: 2 redacted records matched repeated report-language signals.
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- Recommended action: Keep generated reports Chinese-first with an English switch where user-facing.
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- Redacted evidence:
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- `line-1`: 新生成的 Skill 报告默认使用中文简体，并在右上角提供英文切换。
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- `line-2`: HTML 报告需要双语能力，但默认内容应该保持中文简体。
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### Report UI and visualization preference
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- Pattern: `report_ui`
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- Support: `5`
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- Confidence: `0.95`
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- Reason: 5 redacted records matched repeated artifact-design signals.
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- Recommended action: Prioritize white-background Kami-style reports with readable charts and stable navigation.
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- Redacted evidence:
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- `line-1`: 新生成的 Skill 报告默认使用中文简体，并在右上角提供英文切换。
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- `line-2`: HTML 报告需要双语能力，但默认内容应该保持中文简体。
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- `line-3`: 报告排版采用白底 Kami 风格，图表、模块和导航都要清晰。
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### Approval and privacy boundary
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- Pattern: `approval_safety`
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- Support: `2`
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- Confidence: `0.79`
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- Reason: 2 redacted records matched repeated governance signals.
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- Recommended action: Keep adaptive work proposal-only until a reviewer approves an allowlisted patch path.
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- Redacted evidence:
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- `line-5`: 自适应升级必须先生成提案，不能直接自动修改源文件。
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- `line-6`: 用户偏好扫描必须由用户提供明确路径，不要默认扫描私人日志。
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### Delivery format preference
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- Pattern: `delivery_format`
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- Support: `2`
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- Confidence: `0.79`
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- Reason: 2 redacted records matched repeated artifact-format signals.
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- Recommended action: Surface stable artifact paths and formats in CLI output and generated summaries.
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- Redacted evidence:
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- `line-2`: HTML 报告需要双语能力，但默认内容应该保持中文简体。
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- `line-6`: 用户偏好扫描必须由用户提供明确路径，不要默认扫描私人日志。
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### Evidence and testing preference
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- Pattern: `evidence_testing`
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- Support: `2`
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- Confidence: `0.79`
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- Reason: 2 redacted records matched repeated quality-gate signals.
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- Recommended action: Attach focused tests and refreshed evidence reports to every non-trivial skill upgrade.
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- Redacted evidence:
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- `line-7`: 每次升级都需要测试、覆盖报告和可审计证据，推送前要跑 CI。
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- `line-8`: 涉及 GitHub 推送时，要保留证据链，避免把计划当作完成证明。
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