YAO
31ce04c655
Merge the beta-ready Yao Meta Skill architecture, report, evidence gate, and release-boundary updates.\n\nRelease boundary: beta/public testing is allowed; formal world-class, fully reviewed, or superiority claims remain blocked until the pending evidence gates are accepted.
2.8 KiB
2.8 KiB
User Pattern Summary
- Generated at:
2026-06-15T00:00:00Z - Local only:
true - Explicit source:
evals/adaptation/user_signals.example.jsonl - Records:
8 - Patterns:
5 - Discarded signals:
0
Privacy Contract
- No implicit private log scan.
- No unredacted raw content stored.
- Scan and proposal stages do not write source files.
Patterns
Default language preference
- Pattern:
language_default - Support:
2 - Confidence:
0.79 - Reason: 2 redacted records matched repeated report-language signals.
- Recommended action: Keep generated reports Chinese-first with an English switch where user-facing.
- Redacted evidence:
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。line-2: HTML 报告需要双语能力，但默认内容应该保持中文简体。
Report UI and visualization preference
- Pattern:
report_ui - Support:
5 - Confidence:
0.95 - Reason: 5 redacted records matched repeated artifact-design signals.
- Recommended action: Prioritize white-background Kami-style reports with readable charts and stable navigation.
- Redacted evidence:
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。line-2: HTML 报告需要双语能力，但默认内容应该保持中文简体。line-3: 报告排版采用白底 Kami 风格，图表、模块和导航都要清晰。
Approval and privacy boundary
- Pattern:
approval_safety - Support:
2 - Confidence:
0.79 - Reason: 2 redacted records matched repeated governance signals.
- Recommended action: Keep adaptive work proposal-only until a reviewer approves an allowlisted patch path.
- Redacted evidence:
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。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。
Delivery format preference
- Pattern:
delivery_format - Support:
2 - Confidence:
0.79 - Reason: 2 redacted records matched repeated artifact-format signals.
- Recommended action: Surface stable artifact paths and formats in CLI output and generated summaries.
- Redacted evidence:
line-2: HTML 报告需要双语能力，但默认内容应该保持中文简体。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。
Evidence and testing preference
- Pattern:
evidence_testing - Support:
2 - Confidence:
0.79 - Reason: 2 redacted records matched repeated quality-gate signals.
- Recommended action: Attach focused tests and refreshed evidence reports to every non-trivial skill upgrade.
- Redacted evidence:
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。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。