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✨ feat(stats): add token-usage mode to activity heatmap#15425

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arvinxx merged 4 commits into
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feat/stats-token-heatmaps
Jun 3, 2026
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✨ feat(stats): add token-usage mode to activity heatmap#15425
arvinxx merged 4 commits into
canaryfrom
feat/stats-token-heatmaps

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@arvinxx arvinxx commented Jun 3, 2026

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💻 Change Type

  • ✨ feat
  • 💄 style

🔀 Description of Change

Adds a token-usage dimension to the activity heatmap on /settings/stats:

  • New daily token-usage mode for the past-year activity heatmap, with a Tokens / 消息数 toggle placed beside the title (token mode is the default).
  • A summary stat row above the heatmap: cumulative tokens, peak single-day tokens, longest task duration, current streak, and longest streak.
  • Heatmap token counts are formatted with the shortened-number helper.

Also fixes the shortened-number formatter so large token totals ladder correctly: values now step up through K → M → B → T instead of staying stuck on M (e.g. 15065.8M now renders as 15.1B).

🧪 How to Test

  • Tested locally
  • Added/updated tests

Open /settings/stats, view the “过去一年活跃度” heatmap. Confirm the cumulative token stat shows B/T suffixes for large totals, and the Tokens / 消息数 toggle switches the heatmap dimension.

Unit tests for formatShortenNumber cover the new B/T tiers (packages/utils/src/format.test.ts).

@dosubot dosubot Bot added the size:L This PR changes 100-499 lines, ignoring generated files. label Jun 3, 2026
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lobehub Ready Ready Preview, Comment Jun 3, 2026 11:26am

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@dosubot dosubot Bot added feature:settings Settings and configuration issues 💄 Design Design and style issues labels Jun 3, 2026

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We've reviewed this pull request using the Sourcery rules engine

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eq(messages.userId, this.userId),
eq(messages.role, 'assistant'),
genRangeWhere(
[startDate.format('YYYY-MM-DD'), endDate.add(1, 'day').format('YYYY-MM-DD')],

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P2 Badge Keep future buckets out of token scaling

Because genRangeWhere delegates the upper bound to genEndDateWhere, which already adds one day, this extra endDate.add(1, 'day') makes the SQL include buckets after today. If a client-clock-skewed or otherwise future-dated assistant message lands in that extra window, it is included when computing maxTokens but is never emitted by the output loop that stops at today, so all visible token heatmap levels can be scaled down incorrectly. Use the same end date as the rendered range, or filter future buckets before calculating maxTokens.

Useful? React with 👍 / 👎.

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Codecov Report

❌ Patch coverage is 31.57895% with 52 lines in your changes missing coverage. Please review.
✅ Project coverage is 71.01%. Comparing base (2eb9e34) to head (2360527).
⚠️ Report is 5 commits behind head on canary.

Additional details and impacted files
@@            Coverage Diff             @@
##           canary   #15425      +/-   ##
==========================================
- Coverage   71.02%   71.01%   -0.01%     
==========================================
  Files        3212     3212              
  Lines      321285   321305      +20     
  Branches    29240    35017    +5777     
==========================================
+ Hits       228179   228186       +7     
- Misses      92931    92944      +13     
  Partials      175      175              
Flag Coverage Δ
app 61.84% <26.76%> (-0.01%) ⬇️
database 92.49% <ø> (ø)
packages/agent-runtime 80.48% <ø> (ø)
packages/builtin-tool-lobe-agent 18.52% <ø> (ø)
packages/context-engine 84.17% <ø> (ø)
packages/conversation-flow 91.29% <ø> (ø)
packages/file-loaders 87.89% <ø> (ø)
packages/memory-user-memory 74.99% <ø> (ø)
packages/model-bank 99.99% <ø> (ø)
packages/model-runtime 84.72% <ø> (ø)
packages/prompts 72.49% <ø> (ø)
packages/python-interpreter 92.90% <ø> (ø)
packages/ssrf-safe-fetch 0.00% <ø> (ø)
packages/types 35.36% <ø> (ø)
packages/utils 88.71% <100.00%> (+0.02%) ⬆️
packages/web-crawler 88.08% <ø> (ø)

Flags with carried forward coverage won't be shown. Click here to find out more.

Components Coverage Δ
Store 68.43% <ø> (ø)
Services 54.58% <ø> (ø)
Server 72.32% <ø> (-0.01%) ⬇️
Libs 57.01% <ø> (ø)
Utils 81.44% <ø> (ø)
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arvinxx and others added 2 commits June 3, 2026 13:58
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
…ve tokens

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
@arvinxx arvinxx merged commit 2fb0970 into canary Jun 3, 2026
34 of 35 checks passed
@arvinxx arvinxx deleted the feat/stats-token-heatmaps branch June 3, 2026 13:52
@arvinxx arvinxx mentioned this pull request Jun 3, 2026
arvinxx added a commit that referenced this pull request Jun 4, 2026
# 🚀 LobeHub Release (20260604)

**Release Date:** June 4, 2026  
**Since v2.2.1:** 88 merged PRs · 11 contributors

> This week brings Execution Devices out of the lab — run agents and
Claude Code on any configured local or remote machine — alongside Claude
Opus 4.8, token-usage analytics, and Page sharing.

---

## ✨ Highlights

- **Execution Devices** — Pick where an agent runs. Desktop and CLI
devices auto-register with a stable machine ID, route through the
gateway by channel, and surface a device switcher in the chat input. Run
remote Claude Code on a configured device, with a recent-directory
picker you can drag to reorder. (#15300, #15315, #15322, #15343, #15351,
#15371)
- **Claude Opus 4.8** — Day-one support for Anthropic's latest model.
(#15314)
- **Token-usage analytics** — A new token-usage mode on the activity
heatmap, backed by a denormalized topic usage/cost rollup so totals stay
accurate without recomputing from messages. (#15365, #15417, #15425)
- **Page sharing** — Share a Page through a dedicated document share
flow, plus new Workspace and Agent share tables. (#15309, #15439)
- **Self-iteration agents** — Agent Signal's execAgent migration lands a
server-runtime bridge, async memory writer, and a registered
self-iteration tool package, with a CLI trigger command for testing.
(#15360, #15364, #15392)
- **Knowledge search** — BM25 search now extends to file-backed
documents, and the portal ships an editable CodeMirror viewer for local
files with document highlighting. (#15247, #15298)

---

## 🏗️ Core Agent & Architecture

### Agent Signal & Runtime

- **execAgent migration** — Server-runtime bridge, completion
projection, async memory writer, and removal of the legacy
`executeSelfIteration` path. (#15392)
- Registered the self-iteration builtin tool package and restored the
three mode-specific self-iteration agent slugs. (#15202, #15364)
- Added a CLI trigger command with a golden-snapshot fixture for Agent
Signal. (#15360)
- **Skill priority** — Agent Builder now emits a skill-priority
instruction with matching server runtime. (#15409)
- Retry empty LLM completions instead of silently finishing the turn.
(#15355)
- Classify topic/agent/session foreign-key violations as
`ConversationParentMissing` for clearer recovery. (#15408)
- Persist canonical nested usage/performance on assistant messages, and
re-link orphan tool messages at the raw bucket write boundary. (#15359,
#15438)
- Guard `createAgent` against LLM double-encoded array fields. (#15381)

---

## 🖥️ Execution Devices & Gateway

- Auto-register desktop and CLI devices with a stable machine ID, and
add the `@lobechat/device-identity` package. (#15300, #15321)
- New Devices settings page behind the Execution Device Switcher lab,
with a device switcher shown for all agents in the chat input. (#15315,
#15371)
- `connectionId` + channel routing across the gateway client and device
list; preset the local device on the first LLM request for the 本机
target. (#15322, #15435)
- Run remote Claude Code on a configured device, with drag-to-reorder
recent-directory management and client renders for device tool results.
(#15343, #15351, #15437)
- Preserve content and state across gateway tool calls, and prevent
duplicate streaming from stale reconnects. (#15114, #15354)

---

## 🖥️ CLI & Desktop

- Preserve content/state for connect local file and shell tools; render
the `runCommand` tool result card. (#15441, #15442)
- New `lh topic view` command; CLI now auto-registers its device on
login, matching desktop. (#15340, #15377)
- Resolve CLI tools from the shell `PATH`, and clarify local command
session handling. (#15368, #15389)
- Relocate visual-ref helpers to `@lobechat/const` to fix a renderer
crash; upload `.blockmap` files to S3 for differential updates. (#15326,
#15369)
- Fix a market OAuth expiry that triggered the wrong re-login modal, and
kill dev child processes on parent shutdown. (#15246, #15290)

---

## 🗂️ Pages, Library & Knowledge

- Document share flow with business slot stubs, plus Workspace and Agent
share tables. (#15309, #15439)
- Export Agent profiles as Markdown, preserving an empty agent prompt on
export. (#15312, #15316)
- Editable CodeMirror viewer for local files with document highlighting;
BM25 search extended to file-backed documents. (#15247, #15298)
- Default new Agent-doc files to `.md` and preserve IME composition;
refresh folder data on slug switch and dedupe breadcrumb fetches.
(#15335, #15427)

---

## 💬 Chat & User Experience

- Group-by-status mode for the Topic sidebar; dropped the legacy
session→agentId compatibility path from Topic queries. (#15366, #15378)
- Restore editor focus after the file picker closes, and close the skill
dropdown before navigating to settings. (#15391, #15394)
- Strip markdown tokens from fallback Topic titles; keep an open
ActionBar popup when hovering another message. (#15303, #15372)
- Stabilize home starter loading and stop transliterating model names in
the home starter; show artifact source while streaming. (#15310, #15324,
#15386)
- Group the sidebar spacer with recents and agents. (#15373)

---

## 📊 Analytics, Tasks & Notifications

- Token-usage mode on the activity heatmap, backed by a denormalized
topic usage/cost rollup. (#15365, #15417, #15425)
- Push: new `PushChannel`, receipt cron, and `pushToken` tRPC API.
(#15233)
- Tasks now support file and image attachments. (#15141)

---

## 🧩 Models & Providers

- Support Claude Opus 4.8 and configurable model routing with starters.
(#15314, #15384)
- MiniMax M3: new model entry and an Anthropic video runtime. (#15380,
#15403)
- Add `intern-s2-preview` with `thinking_mode`, and `step-3.7-flash`
support. (#15308, #15317)
- Block disabling the official provider; fix default provider setup in
business mode. (#15379, #15382)

---

## 🎨 UI & Modals

- Migrate modals to `@lobehub/ui/base-ui` (LOBE-9711 + eval batch),
including the create-custom-model and feedback/changelog modals.
(#15401, #15416)
- Restructure confirmModal title and content across deletion flows;
polish the service-model form and migrate its Switch to base-ui.
(#15426, #15440)
- Wrap the BlueBubbles bridge config into a connection card; update
`@lobehub/ui` to v5.15.5. (#15325, #15342)

---

## 🔒 Reliability

- Replace hardcoded `session_context` values with template variables in
credentials. (#15352)
- Point `CHANGELOG_URL` to `/changelog`. (#15428)

---

## 👥 Contributors

Huge thanks to **11 contributors** who shipped **88 merged PRs** this
cycle.

@hezhijie0327 · @qybaihe · @sxjeru · @arvinxx · @Innei · @tjx666 ·
@lijian · @sudongyuer · @cy948 · @rivertwilight · @AmAzing129

Plus @lobehubbot and renovate[bot] for maintenance.

---

**Full Changelog**: v2.2.1...release/weekly-20260604
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