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AI 用量看板

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开始使用
用户指南
开发指南
设计说明
开发验证记录
项目说明
- desktop
  - assets
    应用标识与静态资源
- previous-draft
  - LLM 用量看板（独立版）
- llm-usage
测试数据说明
- claude
  - real-2.1.197-queue-metadata
    real-2.1.197-queue-metadata._expectations.md（REAL 脱敏提取）
  - real-2.1.197-zhipu
    Claude Code 2.1.197 真实用量提取字段
  - synthetic-assistant-without-usage
    synthetic-assistant-without-usage._expectations.md（SYNTHETIC）
  - synthetic-contract
    synthetic-contract._expectations.md（SYNTHETIC）
  - synthetic-fallback-identity
    synthetic-fallback-identity._expectations.md（SYNTHETIC）
  - synthetic-orphaned-superseded
    synthetic-orphaned-superseded._expectations.md（SYNTHETIC）
  - synthetic-subagent
    synthetic-subagent._expectations.md（SYNTHETIC）
  - synthetic-undocumented-type
    synthetic-undocumented-type._expectations.md（SYNTHETIC）
  - synthetic-unmapped-usage-keys
    synthetic-unmapped-usage-keys._expectations.md（SYNTHETIC）
  - synthetic-usage-on-user
    synthetic-usage-on-user._expectations.md（SYNTHETIC）
- cline
  - real-vscode-4.1.22
    Cline VS Code 4.1.22 真实 SDK 样本
- codex
  - rollout-49calls._expectations.md
  - rollout-legacy-v0.139.0._expectations.md
  - rollout-legacy-v0.142.5._expectations.md
  - rollout-legacy-v0.146.0-alpha.3._expectations.md
  - rollout-multimodel-full._expectations.md
  - rollout-single-call._expectations.md
  - rollout-v0.153.0._expectations.md
  - rollout-v0.154.0-alpha.6.1._expectations.md
  - rollout-v0.154.0-alpha.6.2._expectations.md
  - synthetic-cache-write
    synthetic-cache-write._expectations.md（SYNTHETIC）
  - synthetic-duplicate-final
    synthetic-duplicate-final._expectations.md（SYNTHETIC）
  - synthetic-no-usage-messages
    synthetic-no-usage-messages._expectations.md（SYNTHETIC）
  - synthetic-not-codex
    synthetic-not-codex._expectations.md（SYNTHETIC）
  - synthetic-subagent
    synthetic-subagent._expectations.md（SYNTHETIC）
  - synthetic-unknown-version
    synthetic-unknown-version._expectations.md（SYNTHETIC）
- copilot
  - Copilot CLI assistant_usage_events 真实脱敏样本预期值
- dsh
  - real-0.2.0-rc.2
    DSH 0.2.0-rc.2 v4 真实样本的字段提取
- gemini
  - synthetic-bom
    synthetic-bom 期望（人工核算，全合成样本）
  - synthetic-contract
    synthetic-contract 期望（人工核算，全合成样本）
  - synthetic-missing-id
    synthetic-missing-id 期望（人工核算，全合成样本）
  - synthetic-negative-tokens
    synthetic-negative-tokens 期望（人工核算，全合成样本）
  - synthetic-schema-deviation
    synthetic-schema-deviation 期望（人工核算，全合成样本）
  - synthetic-undocumented-type
    synthetic-undocumented-type 期望（人工核算，全合成样本）
  - synthetic-unmapped-keys
    synthetic-unmapped-keys 期望（人工核算，全合成样本）
  - synthetic-usage-on-user
    synthetic-usage-on-user 期望（人工核算，全合成样本）
- hermes
  - Hermes Agent fixtures
  - synthetic-aux-task-mutex
    synthetic-aux-task-mutex 期望（全合成）
  - synthetic-basic-cumulative
    synthetic-basic-cumulative 期望（全合成）
  - synthetic-cross-day
    synthetic-cross-day 期望（全合成）
  - synthetic-v20-backfill-compression
    synthetic-v20-backfill-compression 期望（全合成）
- kilo
- kimi-code
  - session-main._expectations.md（REAL，本机脱敏提取）
  - subagent-agent-0._expectations.md（REAL，本机脱敏提取）
  - synthetic-bad-shapes
    synthetic-bad-shapes._expectations.md（SYNTHETIC）
  - synthetic-echo-defense
    synthetic-echo-defense._expectations.md（SYNTHETIC）
  - synthetic-no-usage
    synthetic-no-usage._expectations.md（SYNTHETIC）
  - synthetic-unknown-version
    synthetic-unknown-version._expectations.md（SYNTHETIC）
- kimi-work
  - agent-44-subagent._expectations.md（REAL，本机脱敏提取）
  - conv-main._expectations.md（REAL，本机脱敏提取）
  - synthetic-bad-shapes
    synthetic-bad-shapes._expectations.md（SYNTHETIC）
  - synthetic-echo-defense
    synthetic-echo-defense._expectations.md（SYNTHETIC）
  - synthetic-no-usage
    synthetic-no-usage._expectations.md（SYNTHETIC）
  - synthetic-unknown-version
    synthetic-unknown-version._expectations.md（SYNTHETIC）
- mimo-code
  - MiMo Code fixtures
  - synthetic-step-finish
    synthetic-step-finish 期望（全合成）
  - synthetic-unknown-version
    synthetic-unknown-version 期望（全合成）
- omp
  - session-glm-reasoning._expectations.md
  - session-k3-cache-abort._expectations.md
  - subagent-community-research._expectations.md
  - synthetic-auxiliary-carriers
    synthetic-auxiliary-carriers._expectations.md（SYNTHETIC）
  - synthetic-cost-estimated
    synthetic-cost-estimated._expectations.md（SYNTHETIC）
  - synthetic-detect-supported
    synthetic-detect-supported._expectations.md（SYNTHETIC）
  - synthetic-error-aborted
    synthetic-error-aborted._expectations.md（SYNTHETIC）
  - synthetic-fork-inherited
    synthetic-fork-inherited._expectations.md（SYNTHETIC）
  - synthetic-not-omp
    synthetic-not-omp._expectations.md（SYNTHETIC）
  - synthetic-subagent-nested
    synthetic-subagent-nested._expectations.md（SYNTHETIC）
  - synthetic-unknown-record-type
    synthetic-unknown-record-type._expectations.md（SYNTHETIC）
  - synthetic-unsupported-version
    synthetic-unsupported-version._expectations.md（SYNTHETIC）
- openclaw
  - OpenClaw fixtures
  - synthetic-legacy-archive
    synthetic-legacy-archive 期望（全合成）
  - synthetic-runtime-store
    synthetic-runtime-store 期望（全合成）
- opencode
  - OpenCode 测试样本
  - real-1.18.34-local-controlled
    OpenCode 1.18.34 明确标题对照
  - real-1.18.34-local-default
    OpenCode 1.18.34 默认标题场景
  - synthetic-step-finish
    synthetic-step-finish 期望（全合成）
  - synthetic-unknown-version
    synthetic-unknown-version 期望（全合成）
- otel
  - real-qwen-0.25.0-sdk
    Qwen Code 0.25.0 SDK file 真实脱敏样本
- pi
  - session-error-zero-usage._expectations.md
  - synthetic-auxiliary-carriers
    synthetic-auxiliary-carriers._expectations.md（SYNTHETIC）
  - synthetic-cost-estimated
    synthetic-cost-estimated._expectations.md（SYNTHETIC）
  - synthetic-error-aborted
    synthetic-error-aborted._expectations.md（SYNTHETIC）
  - synthetic-fork-inherited
    synthetic-fork-inherited._expectations.md（SYNTHETIC）
  - synthetic-not-pi
    synthetic-not-pi._expectations.md（SYNTHETIC）
  - synthetic-unknown-record-type
    synthetic-unknown-record-type._expectations.md（SYNTHETIC）
  - synthetic-unknown-version
    synthetic-unknown-version._expectations.md（SYNTHETIC）
  - synthetic-version-fallback
    synthetic-version-fallback._expectations.md（SYNTHETIC）
- qwen
  - real-0.25.0-local-controlled
    Qwen Code 0.25.0：关闭自动记忆的对照
  - real-0.25.0-local-default
    Qwen Code 0.25.0：默认自动记忆
  - synthetic-contract
    synthetic-contract 期望（人工核算，全合成样本）
  - synthetic-missing-uuid
    synthetic-missing-uuid 期望（人工核算，全合成样本）
  - synthetic-negative-usage
    synthetic-negative-usage 期望（人工核算，全合成样本）
  - synthetic-no-usage-metadata
    synthetic-no-usage-metadata 期望（人工核算，全合成样本）
  - synthetic-undocumented-subtype
    synthetic-undocumented-subtype 期望（人工核算，全合成样本）
  - synthetic-undocumented-type
    synthetic-undocumented-type 期望（人工核算，全合成样本）
  - synthetic-unmapped-keys
    synthetic-unmapped-keys 期望（人工核算，全合成样本）
  - synthetic-usage-on-tool-result
    synthetic-usage-on-tool-result 期望（人工核算，全合成样本）
- zcode
  - real-main-session
    real-main-session 期望（真实脱敏样本，本机 ZCode 3.14.3）
  - real-subagent
    real-subagent 期望（真实脱敏样本，本机 ZCode 3.14.3）
  - synthetic-cache-write
    synthetic-cache-write 期望（全合成）
  - synthetic-dual-fallback
    synthetic-dual-fallback 期望（全合成）
  - synthetic-dual-mismatch
    synthetic-dual-mismatch 期望（全合成）
  - synthetic-epoch-timestamps
    synthetic-epoch-timestamps 期望（全合成）
  - synthetic-future-version
    synthetic-future-version 期望（全合成）
  - synthetic-missing-request-id
    synthetic-missing-request-id 期望（全合成）
  - synthetic-negative-usage
    synthetic-negative-usage 期望（全合成）
  - synthetic-no-usage
    synthetic-no-usage 期望（全合成）
  - synthetic-session-title
    synthetic-session-title 期望（全合成）
  - synthetic-undocumented-type
    synthetic-undocumented-type 期望（全合成）
- zoo
  - Zoo Code fixtures
  - real-3.86.0
    Zoo 3.86.0 真实容器用量字段提取
  - synthetic-contract
    synthetic-contract 期望（全合成）
  - synthetic-not-array
    synthetic-not-array 期望（全合成）
  - synthetic-undocumented-say
    synthetic-undocumented-say 期望（全合成）

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docs/site/scripts/python-comments.py

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docs/site/scripts/python-comments.py:1

"""不执行源码，仅提取注释及实际模块、类、函数的 docstring。"""