sansan0/TrendRadarPublic

โญAI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.๐ŸŽฏ ๅ‘Šๅˆซไฟกๆฏ่ฟ‡่ฝฝ๏ผŒไฝ ็š„ AI ่ˆ†ๆƒ…็›‘ๆŽงๅŠฉๆ‰‹ไธŽ็ƒญ็‚น็ญ›้€‰ๅทฅๅ…ท๏ผ่šๅˆๅคšๅนณๅฐ็ƒญ็‚น + RSS ่ฎข้˜…๏ผŒๆ”ฏๆŒๅ…ณ้”ฎ่ฏ็ฒพๅ‡†็ญ›้€‰ใ€‚AI ๆ™บ่ƒฝ็ญ›้€‰ๆ–ฐ้—ป + AI ็ฟป่ฏ‘ + AI ๅˆ†ๆž็ฎ€ๆŠฅ็›ดๆŽจๆ‰‹ๆœบ๏ผŒไนŸๆ”ฏๆŒๆŽฅๅ…ฅ MCP ๆžถๆž„๏ผŒ่ต‹่ƒฝ AI ่‡ช็„ถ่ฏญ่จ€ๅฏน่ฏๅˆ†ๆžใ€ๆƒ…ๆ„ŸๆดžๅฏŸไธŽ่ถ‹ๅŠฟ้ข„ๆต‹็ญ‰ใ€‚ๆ”ฏๆŒ Docker ๏ผŒๆ•ฐๆฎๆœฌๅœฐ/ไบ‘็ซฏ่‡ชๆŒใ€‚้›†ๆˆๅพฎไฟก/้ฃžไนฆ/้’‰้’‰/Telegram/้‚ฎไปถ/ntfy/bark/slack ็ญ‰ๆธ ้“ๆ™บ่ƒฝๆŽจ้€ใ€‚

AI summary: An automated intelligence gathering tool that monitors and summarizes emerging tech trends across platforms.

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PythonGPL-3.0Created Apr 28, 2025Last push 21d ago+193 stars this week+193 this month

Star history

since May 4, 2025
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61.2K stars as of Aug 6, 2026, tracked back to May 4, 2025. Historical curve reconstructed from public GitHub event archives, calibrated to the current total.

Contribution activity

commits per day, last 52 weeks
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178 commits in the last yearLessMore

Signals and awards

derived from tracked data
  • Landmark project

    61,197 stars

  • Continuous integration

    Automated checks passing

What TrendRadar does

TrendRadar is an intelligence gathering system that autonomously monitors various technical platforms, including GitHub, HackerNews, and Twitter, to identify emerging trends. It utilizes natural language processing to filter through massive amounts of noise and extract genuinely impactful projects and discussions. The system aggregates this data, categorizes it by technology stack, and generates concise, readable summaries of what is gaining traction. It features a customizable dashboard that allows users to track specific keywords or organizations. By automating the discovery phase, it helps developers and investors stay ahead of the technology curve.

Designed for technology researchers, investors, and developer advocates who need to monitor the fast-paced tech landscape. Requires basic Python knowledge to customize scraping parameters.

  • Multi-platform scraping: Pulls data continuously from key developer hubs and social networks.
  • Noise reduction: Uses machine learning algorithms to filter out spam and focus on high-signal content.
  • Automated summarization: Leverages LLMs to distill long discussions into brief, actionable insights.
  • Customizable alerts: Allows users to set up real-time notifications for specific emerging topics.
  • Trend visualization: Graphs the momentum of specific technologies or repositories over time.

Where teams use it

Technology scouting

Helps venture capitalists and tech leads identify promising new open-source projects early.

Content curation

Provides newsletter writers with a curated feed of the week's most important technical developments.

Market research

Assists product managers in understanding shifts in developer preferences and tooling.

Competitive analysis

Tracks the momentum and community engagement of rival open-source frameworks.

Getting started: python setup.py install

README

master branch
TrendRadar Banner

ๆœ€ๅฟซ30็ง’้ƒจ็ฝฒ็š„็ƒญ็‚นๅŠฉๆ‰‹ โ€”โ€” ๅ‘Šๅˆซๆ— ๆ•ˆๅˆทๅฑ๏ผŒๅช็œ‹็œŸๆญฃๅ…ณๅฟƒ็š„ๆ–ฐ้—ป่ต„่ฎฏ

๐ŸŒ ๅฎ˜ๆ–น็ฝ‘็ซ™ ยท ๐Ÿ“– ๅฎ˜็ฝ‘ๆ–‡ๆกฃ

sansan0%2FTrendRadar | Trendshift

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ๆœฌ้กน็›ฎไปฅ่ฝป้‡๏ผŒๆ˜“้ƒจ็ฝฒไธบ็›ฎๆ ‡


๐Ÿ“‘ ๅฟซ้€Ÿๅฏผ่ˆช

๐Ÿ’ก ็‚นๅ‡ปไธ‹ๆ–น้“พๆŽฅๅฏๅฟซ้€Ÿ่ทณ่ฝฌๅˆฐๅฏนๅบ”็ซ ่Š‚ใ€‚้ƒจ็ฝฒๆŽจ่ไปŽใ€Œๅฟซ้€Ÿๅผ€ๅง‹ใ€ๅ…ฅๆ‰‹๏ผŒ้œ€่ฆ่ฏฆ็ป†่‡ชๅฎšไน‰่ฏท็œ‹ใ€Œ้…็ฝฎ่ฏฆ่งฃใ€


  • ๆ„Ÿ่ฐขไธบ้กน็›ฎ็‚น star ็š„่ง‚ไผ—ไปฌ๏ผŒfork ไฝ ๆ‰€ๆฌฒไนŸ๏ผŒstar ๆˆ‘ๆ‰€ๆฌฒไนŸ๏ผŒไธค่€…ๅพ—ๅ…ผ๐Ÿ˜ๆ˜ฏๅฏนๅผ€ๆบ็ฒพ็ฅžๆœ€ๅฅฝ็š„ๆ”ฏๆŒ
๐Ÿ‘‰ ็‚นๅ‡ปๅฑ•ๅผ€๏ผš่‡ด่ฐขๅๅ• (ๅคฉไฝฟ่ฝฎ่ฃ่ช‰ๆฆœ ๐Ÿ”ฅ73+๐Ÿ”ฅ ไฝ)

ๆ—ฉๆœŸๆ”ฏๆŒ่€…่‡ด่ฐข

๐Ÿ’ก ็‰นๅˆซ่ฏดๆ˜Ž๏ผš

  1. ๅ…ณไบŽๅๅ•๏ผšไธ‹ๆ–น่กจๆ ผ่ฎฐๅฝ•ไบ†้กน็›ฎ่ตทๆญฅ้˜ถๆฎต๏ผˆๅคฉไฝฟ่ฝฎ๏ผ‰็š„ๆ”ฏๆŒ่€…ใ€‚ๅ› ๆ—ฉๆœŸไบบๅทฅ็ปŸ่ฎก็น็๏ผŒ้šพๅ…ๅญ˜ๅœจ็–ๆผๆˆ–่ฎฐๅฝ•ไธๅ…จ็š„ๆƒ…ๅ†ต๏ผŒๅฆ‚ๆœ‰้—ๆผ๏ผŒๅฎž้žๆœฌๆ„๏ผŒไธ‡ๆœ›ๆตทๆถตใ€‚
  2. ๆœชๆฅ่ง„ๅˆ’๏ผšไธบไบ†ๅฐ†ๆœ‰้™็š„็ฒพๅŠ›ๅ›žๅฝ’ไปฃ็ ไธŽๅŠŸ่ƒฝ่ฟญไปฃ๏ผŒๅณๆ—ฅ่ตทไธๅ†ไบบๅทฅ็ปดๆŠคๆญคๅๅ•ใ€‚

ๆ— ่ฎบๅๅญ—ๆ˜ฏๅฆไธŠๆฆœ๏ผŒไฝ ไปฌ็š„ๆฏไธ€ไปฝๆ”ฏๆŒ้ƒฝๆ˜ฏ TrendRadar ่ƒฝๅคŸ่ตฐๅˆฐไปŠๅคฉ็š„ๅŸบ็Ÿณใ€‚๐Ÿ™

ๅŸบ็ก€่ฎพๆ–ฝๆ”ฏๆŒ

ๆ„Ÿ่ฐข GitHub ๅ…่ดนๆไพ›็š„ๅŸบ็ก€่ฎพๆ–ฝ๏ผŒ่ฟ™ๆ˜ฏๆœฌ้กน็›ฎๅพ—ไปฅไธ€้”ฎ forkไพฟๆท่ฟ่กŒ็š„ๆœ€ๅคงๅ‰ๆใ€‚

ๆ•ฐๆฎๆ”ฏๆŒ

ๆœฌ้กน็›ฎไฝฟ็”จ newsnow ้กน็›ฎ็š„ API ่Žทๅ–ๅคšๅนณๅฐๆ•ฐๆฎ๏ผŒ็‰นๅˆซๆ„Ÿ่ฐขไฝœ่€…ๆไพ›็š„ๆœๅŠกใ€‚

็ป่”็ณป๏ผŒไฝœ่€…่กจ็คบๆ— ้œ€ๆ‹…ๅฟƒๆœๅŠกๅ™จๅŽ‹ๅŠ›๏ผŒไฝ†่ฟ™ๆ˜ฏๅŸบไบŽไป–็š„ๅ–„ๆ„ๅ’Œไฟกไปปใ€‚่ฏทๅคงๅฎถ๏ผš

  • ๅ‰ๅพ€ newsnow ้กน็›ฎ ็‚น star ๆ”ฏๆŒ
  • Docker ้ƒจ็ฝฒๆ—ถ๏ผŒ่ฏทๅˆ็†ๆŽงๅˆถๆŽจ้€้ข‘็އ๏ผŒๅ‹ฟ็ซญๆณฝ่€Œๆธ”

ๆŽจๅนฟๅŠฉๅŠ›

ๆ„Ÿ่ฐขไปฅไธ‹ๅนณๅฐๅ’Œไธชไบบ็š„ๆŽจ่(ๆŒ‰ๆ—ถ้—ดๆŽ’ๅˆ—)

่ง‚ไผ—ๆ”ฏๆŒ

ๆ„Ÿ่ฐข็ป™ไบˆ่ต„้‡‘ๆ”ฏๆŒ็š„ๆœ‹ๅ‹ไปฌ๏ผŒไฝ ไปฌ็š„ๆ…ทๆ…จๅทฒๅŒ–่บซไธบ้”ฎ็›˜ๆ—็š„้›ถ้ฃŸ้ฅฎๆ–™๏ผŒ้™ชไผด็€้กน็›ฎ็š„ๆฏไธ€ๆฌก่ฟญไปฃใ€‚

ๅ…ณไบŽ"ไธ€ๅ…ƒ็‚น่ตž"็š„ๅ›žๅฝ’๏ผš ้š็€ v5.0.0 ็‰ˆๆœฌ็š„ๅ‘ๅธƒ๏ผŒ้กน็›ฎ่ฟˆๅ…ฅไบ†ไธ€ไธชๆ–ฐ็š„้˜ถๆฎตใ€‚ไธบไบ†ๆ”ฏๆŒๆ—ฅ็›Šๅขž้•ฟ็š„ API ๆˆๆœฌๅ’Œๅ’–ๅ•กๅ› ๆถˆ่€—๏ผŒ"ไธ€ๅ…ƒ็‚น่ตž"้€š้“็Žฐๅทฒ้‡ๆ–ฐๅผ€ๅฏใ€‚ไฝ ็š„ๆฏไธ€ไปฝๅฟƒๆ„๏ผŒ้ƒฝๅฐ†่ฝฌๅŒ–ไธบไปฃ็ ไธ–็•Œ้‡Œ็š„ Token ๅ’ŒๅŠจๅŠ›ใ€‚๐Ÿš€ ๅ‰ๅพ€ๆ”ฏๆŒ

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*ๆ™จ 8.88 2025.11.16 ้กน็›ฎไธ้”™,็ ”็ฉถๅญฆไน ไธญ
*ๆตท 1 2025.11.15
*ๅพท 1.99 2025.11.15
*็– 8.8 2025.11.14 ๆ„Ÿ่ฐขๅผ€ๆบ๏ผŒ้กน็›ฎๅพˆๆฃ’๏ผŒๆ”ฏๆŒไธ€ไธ‹
M*e 10 2025.11.14 ๅผ€ๆบไธๆ˜“๏ผŒๅคงไฝฌ่พ›่‹ฆไบ†
**ๆŸฏ 1 2025.11.14
*ไบ‘ 88 2025.11.13 ๅฅฝ้กน็›ฎ๏ผŒๆ„Ÿ่ฐขๅผ€ๆบ
*W 6 2025.11.13
*ๅ‡ฏ 1 2025.11.13
ๅฏน*. 1 2025.11.13 Thanks for your TrendRadar
s*y 1 2025.11.13
**็ฟ” 10 2025.11.13 ๅฅฝ้กน็›ฎ๏ผŒ็›ธ่งๆจๆ™š๏ผŒๆ„Ÿ่ฐขๅผ€ๆบ๏ผ
*้Ÿฆ 9.9 2025.11.13 TrendRadar่ถ…่ตž๏ผŒ่ฏท่€ๅธˆๅ–ๅ’–ๅ•ก~
h*p 5 2025.11.12 ๆ”ฏๆŒไธญๅ›ฝๅผ€ๆบๅŠ›้‡๏ผŒๅŠ ๆฒน๏ผ
c*r 6 2025.11.12
a*n 5 2025.11.12
ใ€‚*c 1 2025.11.12 ๆ„Ÿ่ฐขๅผ€ๆบๅˆ†ไบซ
*่ฎฐ 1 2025.11.11
*ไธป 1 2025.11.10
*ไบ† 10 2025.11.09
*ๆฐ 5 2025.11.08
*็‚น 8.80 2025.11.07 ๅผ€ๅ‘ไธๆ˜“๏ผŒๆ”ฏๆŒไธ€ไธ‹ใ€‚
Q*Q 6.66 2025.11.07 ๆ„Ÿ่ฐขๅผ€ๆบ๏ผ
C*e 1 2025.11.05
Peter Fan 20 2025.10.29
M*n 1 2025.10.27 ๆ„Ÿ่ฐขๅผ€ๆบ
*่ฎธ 8.88 2025.10.23 ่€ๅธˆ ๅฐ็™ฝไธ€ๆžš๏ผŒๆ‘ธไบ†ๅ‡ ๅคฉไบ†่ฟ˜ๆฒกๆ•ด่ตทๆฅ๏ผŒๆฑ‚ๆ•™
Eason 1 2025.10.22 ่ฟ˜ๆฒกๆ•ดๆ˜Ž็™ฝ๏ผŒไฝ†ไฝ ๅœจๅšๅฅฝไบ‹
P*n 1 2025.10.20
*ๆฐ 1 2025.10.19
*ๅพ 1 2025.10.18
*ๅฟ— 1 2025.10.17
*๐Ÿ˜€ 10 2025.10.16 ็‚น่ตž
**ๆฐ 10 2025.10.16
*ๅ•ธ 10 2025.10.16
*็บช 5 2025.10.14 TrendRadar
J*d 1 2025.10.14 ่ฐข่ฐขไฝ ็š„ๅทฅๅ…ท๏ผŒๅพˆๅฅฝ็Žฉ...
*H 1 2025.10.14
้‚ฃ*O 10 2025.10.13
*ๅœ† 1 2025.10.13
P*g 6 2025.10.13
Ocean 20 2025.10.12 ...็œŸ็š„ๅคชๆฃ’ไบ†๏ผ๏ผ๏ผๅฐ็™ฝ็บงๅˆซไนŸ่ƒฝ็›ดๆŽฅ็”จ...
**ๅŸน 5.2 2025.10.2 github-yzyf1312:ๅผ€ๆบไธ‡ๅฒ
*ๆคฟ 3 2025.9.23 ๅŠ ๆฒน๏ผŒๅพˆไธ้”™
*๐Ÿ 10 2025.9.21
E*f 1 2025.9.20
*่ฎฐ 1 2025.9.20
z*u 2 2025.9.19
**ๆ˜Š 5 2025.9.17
*ๅท 1 2025.9.15
T*T 2 2025.9.15 ็‚น่ตž
*ๅฎถ 10 2025.9.10
*X 1.11 2025.9.3
*้ฃ™ 20 2025.8.31 ๆฅ่‡ช่€็ซฅ่ฐข่ฐข
*ไธ‹ 1 2025.8.30
2*D 88 2025.8.13 ไธ‹ๅˆ
2*D 1 2025.8.13 ไธŠๅˆ
S*o 1 2025.8.05 ๆ”ฏๆŒไธ€ไธ‹
*ไพ  10 2025.8.04
x*x 2 2025.8.03 trendRadar ๅฅฝ้กน็›ฎ ็‚น่ตž
*่ฟœ 1 2025.8.01
*้‚ช 5 2025.8.01
*ๆขฆ 0.1 2025.7.30
**้พ™ 10 2025.7.29 ๆ”ฏๆŒไธ€ไธ‹

๐Ÿช„ ่ตžๅŠฉๅ•†

ไธ€็ซ™็•…ไบซ ๅญ—่Š‚่ทณๅŠจ่‡ช็ ”็š„่ฑ†ๅŒ…ๅคงๆจกๅž‹ ไธŽไธปๆตๅผ€ๆบ SOTA ๆจกๅž‹็š„ ๆปก่ก€็‰ˆๆœฌ๏ผŒๅ…จ้ข่ฆ†็›–ๆ–‡ๆœฌใ€่ง†่ง‰็†่งฃ๏ผˆVLM๏ผ‰ใ€ๅ›พๅƒ็”Ÿๆˆ็ญ‰ ๅคšๆจกๆ€่ƒฝๅŠ›ใ€‚Seed-2.1ใ€Seedream 5.0ใ€GLM-5.2ใ€DeepSeek ็ญ‰็ƒญ้—จๆจกๅž‹ไธ€็ซ™้…้ฝ๏ผŒไธๆญข ้ซ˜ๆ•ˆ็ผ–็จ‹๏ผŒๆ›ด่ƒฝ่ƒœไปป ๅคๆ‚็š„้•ฟ็จ‹ Agent ไปปๅŠกใ€‚

็ซๅฑฑๅผ•ๆ“Ž่ฑ†ๅŒ…ๅคงๆจกๅž‹ AI ๆ™ฎๆƒ ๅญฃ


โค๏ธ ่ง‰ๅพ—ๅฅฝ็”จ๏ผŸๆ”ฏๆŒไธ€ไธ‹

่‹ฅ TrendRadar ๆ›พไธบไฝ ๆ•ๆ‰ไปทๅ€ผ๏ผŒไธๅฆจไธบๅฎƒๆณจๅ…ฅๅŠจๅŠ›๏ผŒๅŠฉๅ…ถๆŒ็ปญ่ฟ›ๅŒ–

้‡‘้ข้šๆ„๏ผŒ1 ๅ…ƒไนŸๆ˜ฏๅฏนๅผ€ๆบ็š„้ผ“ๅŠฑใ€‚ๆฌข่ฟŽๅœจ่ตž่ตๆ—ถๅค‡ๆณจ็•™่จ€ (ยดโ–ฝ`สƒโ™กฦช)

ๅพฎไฟก่ตž่ต ๆ”ฏไป˜ๅฎ่ตž่ต
ๅพฎไฟก่ตž่ต ๆ”ฏไป˜ๅฎ่ตž่ต

๐Ÿค ไบŒๆฌกๅผ€ๅ‘ไธŽๅผ•็”จ

ๅฆ‚ๆžœไฝ ๅœจ้กน็›ฎไธญไฝฟ็”จๆˆ–ๅ€Ÿ้‰ดไบ†ๆœฌ้กน็›ฎ็š„ๆ€่ทฏใ€ๆ ธๅฟƒไปฃ็ ๏ผŒ้žๅธธๆฌข่ฟŽๅœจ README ๆˆ–ๆ–‡ๆกฃไธญๆณจๆ˜Žๆฅๆบๅนถ้™„ไธŠๆœฌไป“ๅบ“้“พๆŽฅใ€‚

่ฟ™ๅฐ†ๆœ‰ๅŠฉไบŽ้กน็›ฎ็š„ๆŒ็ปญ็ปดๆŠคๅ’Œ็คพๅŒบๅ‘ๅฑ•๏ผŒๆ„Ÿ่ฐขไฝ ็š„ๅฐŠ้‡ไธŽๆ”ฏๆŒ๏ผโค๏ธ

๐Ÿ’ฌ ไบคๆตไธŽๅ้ฆˆ

  • GitHub Issues๏ผš้€‚ๅˆๅ…ทไฝ“็š„ๆŠ€ๆœฏ้—ฎ้ข˜ใ€‚ๆ้—ฎๆ—ถ่ฏทๆไพ›ๅฎŒๆ•ดไฟกๆฏ๏ผˆๆˆชๅ›พใ€้”™่ฏฏๆ—ฅๅฟ—็ญ‰๏ผ‰๏ผŒๆœ‰ๅŠฉไบŽๅฟซ้€Ÿๅฎšไฝใ€‚
  • ๅ…ฌไผ—ๅทไบคๆต๏ผšๅปบ่ฎฎไผ˜ๅ…ˆๅœจ็›ธๅ…ณๆ–‡็ซ ไธ‹็š„็•™่จ€ๅŒบไบคๆตใ€‚่‹ฅ้œ€ๅŽๅฐๆ้—ฎ๏ผŒๅ…ˆ็‚น่ตž/ๆŽจ่ๆ–‡็ซ ๆ˜ฏๆœ€ๅฅฝ็š„"ๆ•ฒ้—จ็ –"๏ผŒๆˆ‘ๅœจๅŽๅฐ้ƒฝ่ƒฝๆ„Ÿๅ—ๅˆฐ่ฟ™ไปฝๅฟƒๆ„ๅ“Ÿ (ยดโ–ฝ`สƒโ™กฦช)ใ€‚
  • QQ ็พคไบคๆต๏ผšๅ…ณๆณจๅ…ฌไผ—ๅท๏ผŒๅ›žๅคใ€Œไบคๆต็พคใ€ๅณๅฏๅŠ ๅ…ฅใ€‚ๆ— ่ฎบไฝ ๆ˜ฏ AI ๅฐ็™ฝ่ฟ˜ๆ˜ฏ็กฌๆ ธๅผ€ๅ‘่€…๏ผŒๆƒณๆฑ‚ๅŠฉๆŠ€ๆœฏ้—ฎ้ข˜่ฟ˜ๆ˜ฏๅˆ†ไบซๆŠ˜่…พๅฟƒๅพ—๏ผŒ่ฟ™้‡Œ้ƒฝๆฌข่ฟŽไฝ ใ€‚็พค้‡Œไธปๆ‰“ไบ’ๅŠฉไบคๆตๅ’Œ็ตๆ„Ÿ็ขฐๆ’ž๏ผŒๅ…ฅ็พค่ฏทๅ…ˆ็œ‹็พคๅ…ฌๅ‘Š๏ผ›ๆ้—ฎๆ—ถๆ่ฟฐๆธ…ๆฅš้—ฎ้ข˜ใ€้™„ไธŠๆˆชๅ›พ๏ผŒ็พคๅ‹ๆœ‰็ฉบๅฐฑไผšๅธฎๅฟ™๏ผŒๅคงๅฎถ็š„ๅฎžๆˆ˜็ป้ชŒๅพ€ๅพ€ๆฏ”ๆˆ‘ไธ€ไธชไบบๆ›ดๅฟซๆ›ดๅ…จ้ข ๐Ÿค

ๅ‹ๆƒ…ๆ็คบ๏ผš ๆœฌ้กน็›ฎไธบๅผ€ๆบๅˆ†ไบซ๏ผŒ้žๅ•†ไธšไบงๅ“ใ€‚ๆŠŠไฝœ่€…ๅฝ“ๆœ‹ๅ‹่€Œ้žๅฎขๆœ๏ผŒๆฒŸ้€šๆ•ˆ็އไผšๆ›ด้ซ˜ๅ“ฆ๏ผ

ๅ…ฌไผ—ๅทๅ…ณๆณจ

๐Ÿ“ ๆ›ดๆ–ฐๆ—ฅๅฟ—

๐Ÿ“Œ ๆŸฅ็œ‹ๆœ€ๆ–ฐๆ›ดๆ–ฐ๏ผšๅŽŸไป“ๅบ“ๆ›ดๆ–ฐๆ—ฅๅฟ— ๏ผš

  • ๆ็คบ๏ผšๅปบ่ฎฎๆŸฅ็œ‹ใ€ๅކๅฒๆ›ดๆ–ฐใ€‘๏ผŒๆ˜Ž็กฎๅ…ทไฝ“็š„ใ€ๅŠŸ่ƒฝๅ†…ๅฎนใ€‘

2026/06/19 - v6.10.0

  • AI ็ฟป่ฏ‘ๅˆ†ๆ‰นๅค„็†๏ผšๅคง้‡ๆ ‡้ข˜็ฟป่ฏ‘ๆ—ถ่‡ชๅŠจๅˆ†ๆ‰น่ฏทๆฑ‚๏ผŒ้ฟๅ…ๅ•ๆฌก่ฏทๆฑ‚่ถ…้™ๅฏผ่‡ด็ฟป่ฏ‘ๅคฑ่ดฅ
  • ๆจกๅ—ๆ‹†ๅˆ†้‡ๆž„๏ผšๆ‹†ๅˆ† context.py ๅ’Œ __main__.py๏ผŒAI ็ญ›้€‰ๆตๆฐด็บฟ็‹ฌ็ซ‹ไธบ filter_pipeline ๆจกๅ—๏ผŒ่Œ่ดฃๆ›ดๆธ…ๆ™ฐใ€็ปดๆŠคๆ›ดๆ–นไพฟ
  • ไฟฎๅค้ฃžไนฆๆฅๆบๆ ‡็ญพๆ˜พ็คบ๏ผšไฟฎๅค้ฃžไนฆๅก็‰‡ไธญๆฅๆบๆ ‡็ญพๅ’Œ AI ็‹ฌ็ซ‹ๆบ็‚น้€Ÿ่งˆ่ขซ CommonMark ๅžๆމไธๆ˜พ็คบ็š„้—ฎ้ข˜

2026/02/09 - mcp-v4.0.0

  • ๐Ÿ”ฅ AI ๆถˆๆฏ็›ดๆŽจๆ‰€ๆœ‰ๆธ ้“๏ผš่ฎฉ AI ๅ†™ๅฅฝ็š„ๅ†…ๅฎนไธ€้”ฎๆŽจ้€ๅˆฐ้ฃžไนฆใ€้’‰้’‰ใ€Telegramใ€้‚ฎไปถ็ญ‰ 9 ไธชๆธ ้“๏ผŒMarkdown ่‡ชๅŠจ้€‚้…ๅ„ๅนณๅฐๆ ผๅผ๏ผŒไธ็”จๆ“ๅฟƒๆ ผๅผๅทฎๅผ‚
  • ๆ–ฐๅขžๆ ผๅผๅŒ–็ญ–็•ฅๆŒ‡ๅ—๏ผšๆ–ฐๅขž get_channel_format_guide ๅทฅๅ…ท๏ผŒๅ‘Š่ฏ‰ AI ๆฏไธชๆธ ้“ๆ”ฏๆŒไป€ไนˆๆ ผๅผใ€ๆœ‰ไป€ไนˆ้™ๅˆถ๏ผŒ็”Ÿๆˆ็š„ๅ†…ๅฎนๆŽ’็‰ˆๆ›ดๅฅฝ็œ‹
  • ๆ™บ่ƒฝๅˆ†ๆ‰นๅ‘้€๏ผš่ถ…้•ฟๆถˆๆฏ่‡ชๅŠจๆŒ‰ๅ„ๆธ ้“ๅญ—่Š‚้™ๅˆถๆ‹†ๅˆ†๏ผˆ้ฃžไนฆ 30KBใ€้’‰้’‰ 20KB ็ญ‰๏ผ‰๏ผŒ้…็ฝฎ่ฏปๅ–่‡ช config.yaml
  • ไฟฎๅคๆธ ้“่ฏฏๆฃ€ๆต‹๏ผšntfy ไธๅ†ๅ› ไธบ้ป˜่ฎคๅœฐๅ€่ขซ่ฏฏๆŠฅไธบ"ๅทฒ้…็ฝฎ"
  • ไปฃ็ ๅค็”จไผ˜ๅŒ–๏ผšๆ‰นๆฌกๅค„็†ๅ‡ฝๆ•ฐ็›ดๆŽฅๅค็”จ trendradar ๆ ธๅฟƒๆจกๅ—๏ผŒไธ้‡ๅค้€ ่ฝฎๅญ
๐Ÿ‘‰ ็‚นๅ‡ปๅฑ•ๅผ€๏ผšๅކๅฒๆ›ดๆ–ฐ

2026/06/02 - v6.9.0

  • ็ƒญๆฆœๅŸŸๅๅฎ‰ๅ…จๆ ก้ชŒ๏ผšๆ–ฐๅขž expected_domain ้…็ฝฎ้กน๏ผŒๆ ก้ชŒ่ฟ”ๅ›žๆ•ฐๆฎ้“พๆŽฅ็š„ๅŸŸๅๅˆๆณ•ๆ€ง๏ผŒไธๅŒน้…ๆ—ถ่‡ชๅŠจไธขๅผƒๆ•ฐๆฎๅนถ่ญฆๅ‘Š๏ผŒๆœ‰ๆ•ˆ้˜ฒ่Œƒ้“พๆŽฅๅŠซๆŒๆˆ–ๆ•ฐๆฎ็ฏกๆ”น
  • ่‡ชๅฎšไน‰็ƒญๆฆœ API ๅœฐๅ€๏ผšๆ”ฏๆŒ่‡ช้ƒจ็ฝฒ newsnow ๅนถ้…็ฝฎ api_url ไฝฟ็”จ่‡ชๅทฑ็š„ๆ•ฐๆฎๆบ

2026/05/23 - v6.8.0

  • HTML ๆŠฅๅ‘Šๅ…จ้ขๅขžๅผบ๏ผšๆ–ฐๅขžๆŠฅๅ‘Šๅ…ƒๆ•ฐๆฎๅฑ•็คบ๏ผˆ็”Ÿๆˆๆ—ถ้—ดใ€ๆ•ฐๆฎๆฅๆบใ€็‰ˆๆœฌๅท๏ผ‰ใ€ๆš—่‰ฒๆจกๅผ่‡ชๅŠจ้€‚้…ใ€Tab ๆ ไบคไบ’ไผ˜ๅŒ–ใ€่ถ‹ๅŠฟ็ฎญๅคดๅฏ่ง†ๅŒ–๏ผŒๆต่งˆๅ™จ้˜…่ฏปไฝ“้ชŒๅคงๅน…ๆๅ‡
  • ็‰ˆๆœฌๆฃ€ๆŸฅ CDN ๅคšๆบๅ›ž้€€๏ผš็‰ˆๆœฌๆฃ€ๆŸฅๆŽฅๅฃๆ”ฏๆŒ GitHub โ†’ jsDelivr โ†’ Cloudflare ็ญ‰ๅคšไธช CDN ๆบ่‡ชๅŠจๅ›ž้€€๏ผŒๅ›ฝๅ†…็ฝ‘็ปœ็ŽฏๅขƒไนŸ่ƒฝ็จณๅฎš่Žทๅ–ๆ›ดๆ–ฐๆ็คบ
  • ๅฑ•็คบๅŒบๅŸŸๅผ€ๅ…ณ็”Ÿๆ•ˆ๏ผšHTML ๆŠฅๅ‘Šๅ’Œ้‚ฎไปถ็Žฐๅœจๆญฃ็กฎๅฐŠ้‡ display.regions.ai_analysis ๅ’Œ display.regions.standalone ๅผ€ๅ…ณ๏ผŒๅ…ณ้—ญๅณไธๆธฒๆŸ“
  • ๅฏผๅ‡บๆŒ‰้’ฎไฟฎๅค๏ผšไฟฎๅคๅฏผๅ‡บๆŒ‰้’ฎ็‚นๅ‡ปๅŽไธ‹ๆ‹‰่œๅ•ๅ›พๆ ‡ๆถˆๅคฑ็š„้—ฎ้ข˜
  • Markdown ๅฏผๅ‡บไฟฎๅค๏ผšไฟฎๅค HTML ๆŠฅๅ‘Š Markdown ๅฏผๅ‡บไธญ JS ๆข่กŒ็ฌฆ่ฝฌไน‰้”™่ฏฏ

2026/05/15 - v6.7.0

  • Markdown ๅฏผๅ‡บ๏ผšๆŠฅๅ‘Šๅฏผๅ‡บไธ‹ๆ‹‰่œๅ•ๆ–ฐๅขž Markdown ๆ ผๅผ๏ผŒไธ€้”ฎ็”Ÿๆˆๅธฆ้“พๆŽฅ็š„็ป“ๆž„ๅŒ–ๆ–‡ๆœฌ๏ผŒๆ–นไพฟ LLM ไบŒๆฌกๅŠ ๅทฅๅ’Œ่ทจๅนณๅฐๅˆ†ไบซ๏ผˆ#1121๏ผ‰
  • RSS guid ๅŽป้‡๏ผšRSS ๅญ˜ๅ‚จๆ–ฐๅขž guid ๅญ—ๆฎต๏ผŒๅŽป้‡ไผ˜ๅ…ˆ็บงๆ”นไธบ guid > url๏ผŒ่งฃๅ†ณๅŒไธ€ๆ–‡็ซ ๅ›  URL ๅ˜ๅŒ–ๅฏผ่‡ด้‡ๅคๅ…ฅๅบ“็š„้—ฎ้ข˜
  • ็ฉบๆ ‡้ข˜้˜ฒๆŠค๏ผš่งฃๆžๅ™จใ€ๆธฒๆŸ“ๅฑ‚ใ€็ฟป่ฏ‘ๅ›žๅกซๅ…จ้“พ่ทฏๅขžๅŠ ็ฉบๆ ‡้ข˜ๅ…œๅบ•้€ป่พ‘๏ผŒ็กฎไฟๆ— ๆ ‡้ข˜ๆก็›ฎไนŸ่ƒฝๆญฃๅธธๆ˜พ็คบ
  • ็ฟป่ฏ‘่ดจ้‡ๅขžๅผบ๏ผš็ฟป่ฏ‘ๆ็คบ่ฏ่ฆๆฑ‚ไฟ็•™็ผ–ๅท้กบๅบ๏ผŒ็ฉบ็ฟป่ฏ‘็ป“ๆžœไธๅ†่ฆ†็›–ๅŽŸๅง‹ๆ ‡้ข˜

2026/03/28 - v6.6.0

  • HTML ๆŠฅๅ‘Šๆต่งˆๅ™จๅขžๅผบ๏ผšๅœจๆต่งˆๅ™จไธญๆ‰“ๅผ€ๆŠฅๅ‘Šๅฏ่‡ชๅŠจๅˆ‡ๆขๅฎฝๅฑๅธƒๅฑ€๏ผŒๅ…ณ้”ฎ่ฏๅˆ†็ป„ๅ’Œ็‹ฌ็ซ‹ๅฑ•ๅŒบๅ‡ๆ”ฏๆŒ Tab ๅฟซ้€Ÿๅˆ‡ๆข๏ผŒๆœ็ดขๆก†ๅฎžๆ—ถ่ฟ‡ๆปคๆ–ฐ้—ปๆ ‡้ข˜๏ผŒ้‚ฎไปถๅฎขๆˆท็ซฏไปๆ˜พ็คบๅŽŸๅง‹็ช„ๅฑๅธƒๅฑ€๏ผŒ้›ถๅ›žๅฝ’
  • ๆš—่‰ฒๆจกๅผ๏ผšไธ€้”ฎๅˆ‡ๆขๆทฑ่‰ฒไธป้ข˜๏ผŒ่‡ชๅŠจ่ฎฐไฝๅๅฅฝ๏ผŒ้€‚ๅˆๅคœ้—ด้˜…่ฏป
  • ไธ€้”ฎๅคๅˆถๆ–ฐ้—ป๏ผš้ผ ๆ ‡ๆ‚ฌๅœๆ–ฐ้—ปๅบๅทๅณๅฏๅคๅˆถๆ ‡้ข˜ๅ’Œ้“พๆŽฅ๏ผŒๆ–นไพฟๅฟซ้€Ÿๅˆ†ไบซ
  • ๅฏผๅ‡บไผ˜ๅŒ–๏ผšๆ•ด้กตๆˆชๅ›พๅ’Œๅˆ†ๆฎตๆˆชๅ›พๅˆๅนถไธบไธ‹ๆ‹‰ๅผๅฏผๅ‡บๆŒ‰้’ฎ๏ผŒๆˆชๅ›พๆ—ถ่‡ชๅŠจ่ฟ˜ๅŽŸๅนฒๅ‡€ๅธƒๅฑ€
  • ๅฟซๆท้”ฎ็ณป็ปŸ๏ผšๆ”ฏๆŒ W ๅฎฝๅฑๅˆ‡ๆขใ€D ๆš—่‰ฒๆจกๅผใ€/ ๆœ็ดขใ€? ๆŸฅ็œ‹ๅฟซๆท้”ฎๆ็คบ
  • ้˜…่ฏป่ฟ›ๅบฆๆก๏ผš้กต้ข้กถ้ƒจๅฎžๆ—ถๆ˜พ็คบ้˜…่ฏป่ฟ›ๅบฆ

2026/03/12 - v6.5.0

  • AI ๆ™บ่ƒฝ็ญ›้€‰็ณป็ปŸ๏ผšไธ็”จๅ†ๆ‰‹ๅŠจ่ฎพๅ…ณ้”ฎ่ฏ๏ผๅœจ ai_interests.txt ้‡Œ็”จๆ—ฅๅธธ่ฏญ่จ€ๅ†™ไธ‹ไฝ ๅ…ณๆณจ็š„ๆ–นๅ‘๏ผˆๅฆ‚"ๆˆ‘ๆƒณ็œ‹ AI ๅ’Œๆ–ฐ่ƒฝๆบ็›ธๅ…ณๆ–ฐ้—ป"๏ผ‰๏ผŒAI ไผš่‡ชๅŠจๆๅ–ๆ ‡็ญพๅนถๅฏนๆฏๆกๆ–ฐ้—ปๆ‰“ๅˆ†๏ผŒๅชๆŽจ้€็œŸๆญฃๅ’Œไฝ ็›ธๅ…ณ็š„ๅ†…ๅฎนใ€‚ไธ‡ไธ€ AI ็ญ›้€‰ๅ‡บไบ†้—ฎ้ข˜๏ผŒไผš่‡ชๅŠจๅˆ‡ๅ›žๅ…ณ้”ฎ่ฏๅŒน้…๏ผŒๆŽจ้€ไธไธญๆ–ญ
  • ๆฏไธชๆ—ถๆฎตๆ”ฏๆŒไธๅŒ็š„็ญ›้€‰ๆ–นๅผๅ’Œๅ…ณๆณจๆ–นๅ‘๏ผšTimeline ไธญ็š„ๆฏไธชๆ—ถ้—ดๆฎต็Žฐๅœจๅฏไปฅ็‹ฌ็ซ‹่ฎพ็ฝฎ็”จไป€ไนˆๆ–นๅผ็ญ›้€‰ใ€็œ‹ไป€ไนˆ็ฑปๅž‹็š„ๆ–ฐ้—ปใ€‚ๆฏ”ๅฆ‚๏ผšๆ—ฉไธŠ็”จ"็ง‘ๆŠ€ๅ…ณ้”ฎ่ฏ"ๅฟซ้€Ÿ่ฟ‡ๆปค๏ผŒๆ™šไธŠๆขๆˆ"้‡‘่ž AI ๅ…ด่ถฃๆ่ฟฐ"ๅšๆทฑๅบฆ็ญ›้€‰โ€”โ€”ๅŒไธ€ไธช็ณป็ปŸ๏ผŒไธๅŒๆ—ถๆฎต็œ‹ไธๅŒๅ†…ๅฎน
  • AI ๅˆ†ๆž่Œƒๅ›ด็‹ฌ็ซ‹ไบŽๆŽจ้€๏ผšAI ๅˆ†ๆž็š„ๆ•ฐๆฎ่Œƒๅ›ดๅฏไปฅๅ’ŒๆŽจ้€ๅ†…ๅฎนไธๅŒใ€‚ๆฏ”ๅฆ‚ๆŽจ้€ๅชๅ‘ๆ–ฐๅขžๆถˆๆฏ๏ผˆ้ฟๅ…้‡ๅคๆ‰“ๆ‰ฐ๏ผ‰๏ผŒไฝ† AI ๅˆ†ๆžๅฝ“ๅคฉๅ…จ้ƒจๆ–ฐ้—ป๏ผˆ็œ‹ๅฎŒๆ•ด่ถ‹ๅŠฟ๏ผ‰ใ€‚ๆฏไธชๆ—ถๆฎตไนŸ่ƒฝๅ•็‹ฌ่ฎพ็ฝฎ AI ๅˆ†ๆžๆจกๅผ
  • AI ็ญ›้€‰ๆ™บ่ƒฝ็œ้’ฑ๏ผšๅทฒๅˆ†ๆž่ฟ‡็š„ๆ–ฐ้—ปไธไผš้‡ๅคๆถˆ่€— token๏ผ›ๅ…ด่ถฃๆ่ฟฐไฟฎๆ”นๅŽ๏ผŒAI ่‡ชๅŠจๅˆคๆ–ญๅ˜ๅŒ–ๅน…ๅบฆโ€”โ€”ๅฐๆ”นๅŠจๅชๆ›ดๆ–ฐๅ—ๅฝฑๅ“็š„ๆ ‡็ญพ๏ผŒๅคงๆ”นๅŠจๆ‰ๅ…จ้‡้‡ๆ–ฐๅˆ†็ฑป
  • ๅคšๆ–‡ไปถ้…็ฝฎไธŽๆ ‡็ญพ้š”็ฆป๏ผš่‡ชๅฎšไน‰ๅ…ณ้”ฎ่ฏๆ–‡ไปถๆ”พ config/custom/keyword/๏ผŒAI ๅ…ด่ถฃๆ–‡ไปถๆ”พ config/custom/ai/๏ผŒไธๅŒๆ–‡ไปถไบง็”Ÿ็š„ๆ ‡็ญพๅ„่‡ช็‹ฌ็ซ‹ใ€ไบ’ไธๅนฒๆ‰ฐ
  • AI ็ฟป่ฏ‘็ฒพๅ‡†ๆŽงๅˆถ๏ผšๅฏๅˆ†ๅˆซๆŽงๅˆถ็ƒญๆฆœใ€RSSใ€็‹ฌ็ซ‹ๅฑ•็คบๅŒบๆ˜ฏๅฆ็ฟป่ฏ‘๏ผŒๆฒกๅผ€ๅฏๆ˜พ็คบ็š„ๅŒบๅŸŸ่‡ชๅŠจ่ทณ่ฟ‡๏ผŒไธๆตช่ดน token
  • ่ฟœ็จ‹ๅญ˜ๅ‚จๆ‰น้‡ไธŠไผ ๏ผšๅคšๆฌกๅ†™ๆ“ไฝœๆ”’ๅœจไธ€่ตท็ปŸไธ€ๆไบคไบ‘็ซฏ๏ผŒๅ‡ๅฐ‘ API ่ฐƒ็”จๆฌกๆ•ฐ
  • ๆฏ็ป„ๅ…ณ้”ฎ่ฏ/ๆ ‡็ญพๅฑ•็คบๆ•ฐ้‡้™ๅˆถ๏ผš้€š่ฟ‡ max_news_per_keyword ๆŽงๅˆถๆฏไธชๅˆ†็ป„ๆœ€ๅคšๆ˜พ็คบๅคšๅฐ‘ๆกๆ–ฐ้—ป๏ผŒ้ฟๅ…ๅ•ไธช็ƒญ้—จ่ฏ้ข˜ๅ ๆปกๆ•ดๆกๆŽจ้€
  • ๆ—ถๆฎตๅ†ฒ็ชๆ™บ่ƒฝๆฃ€ๆต‹๏ผšไธคไธชๆ—ถ้—ดๆฎตๅฆ‚ๆžœๆœ‰ๆ—ถ้—ด้‡ๅ ๏ผŒ็ณป็ปŸไผš่‡ชๅŠจๆŠฅ้”™ๆ้†’ไฟฎๆ”น๏ผŒ้ฟๅ…้…็ฝฎๅ†ฒ็ชๅฏผ่‡ดๆ„ๅค–่กŒไธบ
  • ไฟฎๅค่‹ฅๅนฒbug

2026/02/09 - v6.0.0

Breaking Change๏ผš้…็ฝฎๆ–‡ไปถๅ‡็บง๏ผˆconfig.yaml 2.0.0๏ผ‰๏ผŒๆ—ง็‰ˆ push_window ๅ’Œ analysis_window ้…็ฝฎไธๅ†ๅ…ผๅฎน๏ผŒ่ฏทๅ‚่€ƒๆ–ฐ็‰ˆ config.yaml ่ฟ็งป

  • ็ปŸไธ€่ฐƒๅบฆ็ณป็ปŸ๏ผšๆ–ฐๅขž timeline.yaml๏ผŒ็”จไธ€ๅฅ—้…็ฝฎๆŽงๅˆถใ€Œไป€ไนˆๆ—ถ้—ด้‡‡้›† / ๆŽจ้€ / AI ๅˆ†ๆžใ€
  • 5 ็ง้ข„่ฎพๆจกๆฟ๏ผšalways_on๏ผˆๅ…จๅคฉๅ€™๏ผŒ้ป˜่ฎค๏ผ‰ใ€morning_evening๏ผˆๆ—ฉๆ™šๆฑ‡ๆ€ป๏ผ‰ใ€office_hours๏ผˆๅŠžๅ…ฌๆ—ถ้—ด๏ผ‰ใ€night_owl๏ผˆๅคœ็Œซๅญ๏ผ‰ใ€custom๏ผˆ่‡ชๅฎšไน‰๏ผ‰๏ผ›ไนŸๆ”ฏๆŒๅœจ presets: ไธ‹ๆ–ฐๅขž่‡ชๅทฑ็š„ๆจกๆฟ๏ผŒๅช่ฆ key ไธ้‡ๅค๏ผŒ็„ถๅŽๅœจ config.yaml ้‡Œๅกซไฝ ็š„ๆจกๆฟๅๅณๅฏ
  • ็ตๆดป็š„ๆ—ถ้—ดๆฎต้…็ฝฎ๏ผšๆ”ฏๆŒๅทฅไฝœๆ—ฅ/ๅ‘จๆœซๅทฎๅผ‚ๅŒ–ใ€่ทจๅˆๅคœๆ—ถ้—ดๆฎตใ€per-period once ๅŽป้‡
  • ๅฏ่ง†ๅŒ–้…็ฝฎ็ผ–่พ‘ๅ™จ๏ผš
    • ๆ–ฐๅขž timeline.yaml ็ผ–่พ‘ๆ ‡็ญพ้กต๏ผŒไธŽ config.yaml / frequency_words.txt ๅนถๅˆ—
    • ้ข„่ฎพๆจกๅผๅก็‰‡้€‰ๆ‹ฉ๏ผš็‚นๅ‡ปๅณๅˆ‡ๆข๏ผŒ่‡ชๅŠจๅŒๆญฅ config.yaml ็š„ schedule.preset
    • ๅ‘จ่ง†ๅ›พๆ—ถ้—ด็บฟ๏ผš7 ๅคฉ ร— 24 ๅฐๆ—ถๆฐดๅนณๆก๏ผŒ็”จ้ขœ่‰ฒๅŒบๅˆ†ๆŽจ้€/ๅˆ†ๆž/้‡‡้›†็Šถๆ€
    • ๅฏไบคไบ’ๆŽงไปถ๏ผšๅผ€ๅ…ณใ€ไธ‹ๆ‹‰ๆก†ใ€ๆ—ถ้—ด้€‰ๆ‹ฉๅ™จ๏ผŒๅณไพงไฟฎๆ”นๅฎžๆ—ถๅŒๆญฅๅˆฐๅทฆไพง YAML
    • ๅ‘จๆ˜ ๅฐ„ไธ‹ๆ‹‰้€‰ๆ‹ฉ๏ผšๆ นๆฎๆ—ฅ่ฎกๅˆ’ๅŠจๆ€ๅกซๅ……๏ผŒๆ‹–ๆ‹‰็‚นๅ‡ปๅณๅฏๅฎŒๆˆ่ฐƒๅบฆ้…็ฝฎ
  • AI ๆ็คบ่ฏ็จณๅฎšๆ€งไผ˜ๅŒ–๏ผˆai_analysis_prompt.txt v2.0.0๏ผ‰๏ผš
    • ๆ ผๅผ่ง„่Œƒ็‹ฌ็ซ‹่ฏดๆ˜Ž๏ผšๅฐ†ๆข่กŒ/ๆ ‡็ญพ/ๅบๅท/็ฆๆญขไบ‹้กนไปŽ JSON value ไธญๆŠฝๅ‡บ๏ผŒไฝœไธบ็‹ฌ็ซ‹็ซ ่Š‚
    • JSON ๆจกๆฟ็ฎ€ๅŒ–๏ผšๅญ—ๆฎตๆ่ฟฐ็ผฉ็Ÿญไธบไธ€ๅฅ่ฏ + ๅญ—ๆ•ฐ้™ๅˆถ๏ผŒๅ‡ๅฐ‘ AI ่พ“ๅ‡บๆ ผๅผๆททไนฑ
    • ๅŽป้™ค system prompt ไธญ็š„ Markdown ๆ ผๅผ๏ผŒไธŽ"็ฆๆญข Markdown"ๆŒ‡ไปคไฟๆŒไธ€่‡ด
    • ๆ‰€ๆœ‰ JSON ๅญ—ๆฎตๅฃฐๆ˜Žไธบๅฏ้€‰๏ผŒ็ผบๅฐ‘ไปปไฝ•ๅญ—ๆฎตไธไผšๆŠฅ้”™๏ผŒๅขžๅผบๅฎน้”™ๆ€ง
  • ๆ–ฐๅขž็‹ฌ็ซ‹ๅฑ•็คบๅŒบ AI ๆฆ‚ๆ‹ฌๅˆ†ๆž๏ผˆai_analysis.include_standalone๏ผ‰๏ผš
    • ๆ–ฐๅขž็‹ฌ็ซ‹ๅผ€ๅ…ณ๏ผŒๅผ€ๅฏๅŽ AI ๅฏนๆฏไธช standalone ๆบ็”Ÿๆˆๆ ธๅฟƒๆฆ‚ๆ‹ฌ
    • AI ๅˆ†ๆžไธŽๆŽจ้€ๅฑ•็คบ่งฃ่€ฆ๏ผšๆ— ้œ€ๅผ€ๅฏ็‹ฌ็ซ‹ๅฑ•็คบๅŒบ็š„ๆŽจ้€ๆ˜พ็คบ๏ผŒAI ไนŸๅฏ็‹ฌ็ซ‹ๅˆ†ๆžๅฎŒๆ•ด็ƒญๆฆœๆ•ฐๆฎ
    • ๆ”ฏๆŒ็ƒญๆฆœๅนณๅฐๅ’Œ RSS ๆบ๏ผŒๅซๆŽ’ๅ/ๆ—ถ้—ด/่ฝจ่ฟนๆ•ฐๆฎ
    • ่ฝจ่ฟนๅˆ†ๆžไธŽ include_rank_timeline ่”ๅŠจ๏ผšๅผ€ๅฏๆ—ถๅˆฉ็”จ่ฝจ่ฟนๆ•ฐๆฎๅšๆทฑๅบฆ่ถ‹ๅŠฟๅˆ†ๆž๏ผŒๅ…ณ้—ญๆ—ถๅŸบไบŽๆŽ’ๅๅš็ฎ€่ฆๅˆคๆ–ญ
    • ๆ–ฐๅขž standalone_summaries JSON ๅญ—ๆฎต๏ผˆ็‹ฌ็ซ‹ๆบ็‚น้€Ÿ่งˆ๏ผ‰๏ผŒๆ‰€ๆœ‰ๆŽจ้€ๆธ ้“ๅ‡ๅทฒ้€‚้…ๆธฒๆŸ“

2026/01/28 - v5.5.0

ๅ’Œ mcp ๅŠŸ่ƒฝไธ€ๆ ท, ่ฟ™ไธชๅฐๅทฅๅ…ทๆˆ‘ไนŸไธๆ–ฐๅผ€ไธ€ไธชไป“ๅบ“็ปดๆŠคไบ†, ๅๆญฃ็บฏๅ‰็ซฏ, ้ƒฝๆไธ€่ตทๅง

  • ๅขžๅŠ  trendradar ็š„ๅฏ่ง†ๅŒ–้…็ฝฎ็ผ–่พ‘ๅ™จ

2026/02/02 - mcp-v3.2.0

  • ๆ–ฐๅขž read_article ๅทฅๅ…ท๏ผš้€š่ฟ‡ Jina AI Reader ่ฏปๅ–ๅ•็ฏ‡ๆ–‡็ซ ๆญฃๆ–‡๏ผˆMarkdown ๆ ผๅผ๏ผ‰
  • ๆ–ฐๅขž read_articles_batch ๅทฅๅ…ท๏ผšๆ‰น้‡่ฏปๅ–ๅคš็ฏ‡ๆ–‡็ซ ๏ผˆๆœ€ๅคš 5 ็ฏ‡๏ผŒ่‡ชๅŠจ้™้€Ÿ๏ผ‰
  • ๆŽจ่ๅทฅไฝœๆต๏ผšsearch_news(query="ๅ…ณ้”ฎ่ฏ", include_url=True) โ†’ read_article(url=...) ่ฏปๅ–ๆญฃๆ–‡
  • ๆ–‡ๆกฃๆ›ดๆ–ฐ๏ผšREADME-MCP-FAQ.md ๅ’Œ README-MCP-FAQ-EN.md ๆ–ฐๅขž Q19-Q20 ๆ–‡็ซ ่ฏปๅ–็›ธๅ…ณ่ฏดๆ˜Ž

2026/01/10 - mcp-v3.0.0~v3.1.5

  • Breaking Change๏ผšๆ‰€ๆœ‰ๅทฅๅ…ท่ฟ”ๅ›žๅ€ผ็ปŸไธ€ไธบ {success, summary, data, error} ็ป“ๆž„
  • ๅผ‚ๆญฅไธ€่‡ดๆ€ง๏ผšๆ‰€ๆœ‰ 21 ไธชๅทฅๅ…ทๅ‡ฝๆ•ฐไฝฟ็”จ asyncio.to_thread() ๅŒ…่ฃ…ๅŒๆญฅ่ฐƒ็”จ
  • MCP Resources๏ผšๆ–ฐๅขž 4 ไธช่ต„ๆบ๏ผˆplatformsใ€rss-feedsใ€available-datesใ€keywords๏ผ‰
  • RSS ๅขžๅผบ๏ผšget_latest_rss ๆ”ฏๆŒๅคšๆ—ฅๆŸฅ่ฏข๏ผˆdays ๅ‚ๆ•ฐ๏ผ‰๏ผŒ่ทจๆ—ฅๆœŸ URL ๅŽป้‡
  • ๆญฃๅˆ™ๅŒน้…ไฟฎๅค๏ผšget_trending_topics ๆ”ฏๆŒ /pattern/ ๆญฃๅˆ™่ฏญๆณ•ๅ’Œ display_name
  • ็ผ“ๅญ˜ไผ˜ๅŒ–๏ผšๆ–ฐๅขž make_cache_key() ๅ‡ฝๆ•ฐ๏ผŒๅ‚ๆ•ฐๆŽ’ๅบ+MD5 ๅ“ˆๅธŒ็กฎไฟไธ€่‡ดๆ€ง
  • ๆ–ฐๅขž check_version ๅทฅๅ…ท๏ผšๆ”ฏๆŒๅŒๆ—ถๆฃ€ๆŸฅ TrendRadar ๅ’Œ MCP Server ็‰ˆๆœฌๆ›ดๆ–ฐ

2026/01/23 - v5.4.0

  • ๅขžๅŠ  AI ๅˆ†ๆžๆจกๅผ็š„็‹ฌ็ซ‹ๆŽงๅˆถๅŠŸ่ƒฝ๏ผŒๅฏ้€‰ follow_report | daily | current | incremental
  • ๆ–ฐๅขž AI ๅˆ†ๆžๆ—ถ้—ด็ช—ๅฃๆŽงๅˆถ๏ผŒๆ”ฏๆŒ่‡ชๅฎšไน‰่ฟ่กŒๆฎตๅŠๆฏๆ—ฅ้ข‘ๆฌก้™ๅˆถ
  • ๅขžๅŠ ้…็ฝฎๆ–‡ไปถ็‰ˆๆœฌ็ฎก็†ๅŠŸ่ƒฝ
  • ไฟฎๅค่‹ฅๅนฒbug

2026/01/19 - v5.3.0

้‡ๅคง้‡ๆž„๏ผšAI ๆจกๅ—่ฟ็งป่‡ณ LiteLLM

  • ็ปŸไธ€ AI ๆŽฅๅฃ๏ผšไฝฟ็”จ LiteLLM ๆ›ฟไปฃๆ‰‹ๅŠจๅฎž็Žฐ๏ผŒๆ”ฏๆŒ 100+ AI ๆไพ›ๅ•†
  • ็ฎ€ๅŒ–้…็ฝฎ๏ผš็งป้™ค provider ๅญ—ๆฎต๏ผŒๆ”น็”จ model: "provider/model_name" ๆ ผๅผ
  • ๆ–ฐๅขžๅŠŸ่ƒฝ๏ผš่‡ชๅŠจ้‡่ฏ• (num_retries)ใ€ๅค‡็”จๆจกๅž‹ (fallback_models)
  • ้…็ฝฎๅ˜ๆ›ด๏ผš
    • ai.provider โ†’ ็งป้™ค๏ผˆๅทฒๅˆๅนถๅˆฐ model๏ผ‰
    • ai.base_url โ†’ ai.api_base
    • AI_PROVIDER ็Žฏๅขƒๅ˜้‡ โ†’ ็งป้™ค
    • AI_BASE_URL ็Žฏๅขƒๅ˜้‡ โ†’ AI_API_BASE
  • ๆจกๅž‹ๆ ผๅผ็คบไพ‹๏ผš
    • DeepSeek: deepseek/deepseek-chat
    • OpenAI: openai/gpt-4o
    • Gemini: gemini/gemini-2.5-flash
    • Anthropic: anthropic/claude-3-5-sonnet

2026/01/17 - v5.2.0

ไธป่ฆ่ง config.yaml ๆ่ฟฐ

๐ŸŒ AI ็ฟป่ฏ‘ๅŠŸ่ƒฝ

  • ๅคš่ฏญ่จ€็ฟป่ฏ‘๏ผšๆ”ฏๆŒๅฐ†ๆŽจ้€ๅ†…ๅฎน็ฟป่ฏ‘ไธบไปปๆ„่ฏญ่จ€
  • ๆ‰น้‡็ฟป่ฏ‘๏ผšๆ™บ่ƒฝๆ‰น้‡ๅค„็†๏ผŒๅ‡ๅฐ‘ API ่ฐƒ็”จๆฌกๆ•ฐ
  • ่‡ชๅฎšไน‰ๆ็คบ่ฏ๏ผšๆ”ฏๆŒ่‡ชๅฎšไน‰็ฟป่ฏ‘้ฃŽๆ ผ

๐Ÿ”ง ้…็ฝฎๆžถๆž„ไผ˜ๅŒ–

  • AI ๆจกๅž‹้…็ฝฎ็‹ฌ็ซ‹๏ผšๅˆ†ๆžๅ’Œ็ฟป่ฏ‘ๅ…ฑไบซๆจกๅž‹้…็ฝฎ
  • ๅŒบๅŸŸๅผ€ๅ…ณ็ปŸไธ€๏ผš็ปŸไธ€็ฎก็†ๆŽจ้€ๅŒบๅŸŸๆ˜พ็คบ
  • ๅŒบๅŸŸๆŽ’ๅบ่‡ชๅฎšไน‰๏ผšๆ”ฏๆŒ่‡ชๅฎšไน‰ๅ„ๅŒบๅŸŸ็š„ๆ˜พ็คบ้กบๅบ

โœจ AI ๅˆ†ๆžๅขžๅผบ

  • AI ๅˆ†ๆžๅตŒๅ…ฅ HTML๏ผšๅˆ†ๆž็ป“ๆžœ็›ดๆŽฅๅตŒๅ…ฅ HTML ๆŠฅๅ‘Š๏ผŒ้‚ฎไปถ้€š็Ÿฅ็›ดๆŽฅไฝฟ็”จ
  • ๅฏŒๆ ทๅผ AI ๅŒบๅ—๏ผšๆธๅ˜่“่‰ฒ่ƒŒๆ™ฏๅก็‰‡ๅผๅธƒๅฑ€๏ผŒๆธ…ๆ™ฐๅˆ†้š”ๅ„ๅˆ†ๆž็ปดๅบฆ
  • ๆŽ’ๅๆ—ถ้—ด็บฟๆ”ฏๆŒ๏ผšAI ๅฏ่Žทๅ–ๆฏๆกๆ–ฐ้—ปๅœจๆฏไธชๆŠ“ๅ–ๆ—ถ้—ด็‚น็š„็ฒพ็กฎๆŽ’ๅ
  • ๆฟๅ—้‡็ป„ (7โ†’4)๏ผšๆ•ดๅˆไธบๆ ธๅฟƒ็ƒญ็‚นๆ€ๅŠฟใ€่ˆ†่ฎบ้ฃŽๅ‘ไบ‰่ฎฎใ€ๅผ‚ๅŠจไธŽๅผฑไฟกๅทใ€็ ”ๅˆค็ญ–็•ฅๅปบ่ฎฎ

๐Ÿ”ง ๅคšๆจกๅž‹้€‚้…

  • ้€š็”จๅ‚ๆ•ฐ้€ไผ ๏ผšๆ”ฏๆŒๅ‘ API ้€ไผ ไปปๆ„้ซ˜็บงๅ‚ๆ•ฐ
  • Gemini ้€‚้…๏ผšๅŽŸ็”Ÿๅ‚ๆ•ฐๆ”ฏๆŒ๏ผŒๅ†…็ฝฎๅฎ‰ๅ…จ็ญ–็•ฅๆ”พๅฎฝ

๐Ÿ› Bug ไฟฎๅค

  • ไฟฎๅค่‹ฅๅนฒๅทฒ็Ÿฅ้—ฎ้ข˜๏ผŒๆๅ‡็ณป็ปŸ็จณๅฎšๆ€ง

2026/01/10 - v5.0.0

ๅผ€ๅ‘ๅฐๆ’ๆ›ฒ๏ผš ่‡ดๆ•ฌ้‚ฃไธช้™ชไผดๆˆ‘ไธคๅนดๅคšใ€ๅดๅœจๅˆš็ปญ่ดนๅŽๅๆ‰‹ๅผนๅ‡บ "This organization has been disabled" ็š„ๆŸ C ๅŽ‚ๆจกๅž‹

โœจ ๆŽจ้€ๅ†…ๅฎน"ไบ”ๅคงๆฟๅ—"้‡ๆž„

ๆœฌๆฌกๆ›ดๆ–ฐๅฏนๆŽจ้€ๆถˆๆฏ่ฟ›่กŒไบ†ๅŒบๅŸŸๅŒ–้‡ๆž„๏ผŒ็ŽฐๅœจๆŽจ้€ๅ†…ๅฎนๆธ…ๆ™ฐๅœฐๅˆ’ๅˆ†ไธบไบ”ๅคงๆ ธๅฟƒๆฟๅ—๏ผš

  1. ๐Ÿ“Š ็ƒญๆฆœๆ–ฐ้—ป๏ผšๆ นๆฎไฝ ็š„ๅ…ณ้”ฎ่ฏ็ฒพๅ‡†็ญ›้€‰ๅŽ็š„ๅ…จ็ฝ‘็ƒญ็‚น่šๅˆใ€‚
  2. ๐Ÿ“ฐ RSS ่ฎข้˜…๏ผšไฝ ็š„ไธชๆ€งๅŒ–่ฎข้˜…ๆบๅ†…ๅฎน๏ผŒๆ”ฏๆŒๆŒ‰ๅ…ณ้”ฎ่ฏๅˆ†็ป„ใ€‚
  3. ๐Ÿ†• ๆœฌๆฌกๆ–ฐๅขž๏ผšๅฎžๆ—ถๆ•ๆ‰่‡ชไธŠๆฌก่ฟ่กŒไปฅๆฅ็š„ๅ…จๆ–ฐ็ƒญ็‚น๏ผˆๅธฆ ๐Ÿ†• ๆ ‡่ฎฐ๏ผ‰ใ€‚
  4. ๐Ÿ“‹ ็‹ฌ็ซ‹ๅฑ•็คบๅŒบ๏ผšๆŒ‡ๅฎšๅนณๅฐ็š„ๅฎŒๆ•ด็ƒญๆฆœๆˆ– RSS ๆบๅฑ•็คบ๏ผŒๅฎŒๅ…จไธๅ—ๅ…ณ้”ฎ่ฏ่ฟ‡ๆปค้™ๅˆถใ€‚
  5. โœจ AI ๅˆ†ๆžๆฟๅ—๏ผš็”ฑ AI ้ฉฑๅŠจ็š„ๆทฑๅบฆๆดžๅฏŸ๏ผŒๅŒ…ๅซ่ถ‹ๅŠฟๆฆ‚่ฟฐใ€็ƒญๅบฆ่ตฐๅŠฟๅŠๆžๅ…ถ้‡่ฆ็š„ๆƒ…ๆ„Ÿๅ€พๅ‘ๅˆ†ๆžใ€‚

โœจ AI ๆ™บ่ƒฝๅˆ†ๆžๆŽจ้€ๅŠŸ่ƒฝ

  • AI ๅˆ†ๆž้›†ๆˆ๏ผšไฝฟ็”จ AI ๅคงๆจกๅž‹ๅฏนๆŽจ้€ๅ†…ๅฎน่ฟ›่กŒๆทฑๅบฆๅˆ†ๆž๏ผŒ่‡ชๅŠจ็”Ÿๆˆ็ƒญ็‚น่ถ‹ๅŠฟๆฆ‚่ฟฐใ€ๅ…ณ้”ฎ่ฏ็ƒญๅบฆๅˆ†ๆžใ€่ทจๅนณๅฐๅ…ณ่”ใ€ๆฝœๅœจๅฝฑๅ“่ฏ„ไผฐ็ญ‰
  • ๆƒ…ๆ„Ÿๅ€พๅ‘ๅˆ†ๆž๏ผšๆ–ฐๅขžๆทฑๅบฆๆƒ…ๆ„Ÿ่ฏ†ๅˆซ๏ผŒ็ฒพๅ‡†ๆ•ๆ‰่ˆ†่ฎบ็š„ๆญฃ่ดŸ้ขใ€ไบ‰่ฎฎๆˆ–ๆ‹…ๅฟงๆƒ…็ปช
  • ๅคš AI ๆไพ›ๅ•†ๆ”ฏๆŒ๏ผšๆ”ฏๆŒ DeepSeek๏ผˆ้ป˜่ฎค๏ผŒๆ€งไปทๆฏ”้ซ˜๏ผ‰ใ€OpenAIใ€Google Gemini ๅŠไปปๆ„ OpenAI ๅ…ผๅฎนๆŽฅๅฃ
  • ไธค็งๆŽจ้€ๆจกๅผ๏ผšonly_analysis๏ผˆไป… AI ๅˆ†ๆž๏ผ‰ใ€both๏ผˆไธค่€…้ƒฝๆŽจ้€๏ผ‰
  • ่‡ชๅฎšไน‰ๆ็คบ่ฏ๏ผš้€š่ฟ‡ config/ai_analysis_prompt.txt ๆ–‡ไปถ่‡ชๅฎšไน‰ AI ๅˆ†ๆž่ง’่‰ฒๅ’Œ่พ“ๅ‡บๆ ผๅผ
  • ๅคš็ปดๅบฆๆ•ฐๆฎๅˆ†ๆž๏ผšAI ๅฏๅˆ†ๆžๆŽ’ๅๅ˜ๅŒ–ใ€็ƒญๅบฆๆŒ็ปญๆ—ถ้—ดใ€่ทจๅนณๅฐ่กจ็Žฐใ€่ถ‹ๅŠฟ้ข„ๆต‹็ญ‰

๐Ÿ“‹ ็‹ฌ็ซ‹ๅฑ•็คบๅŒบๅŠŸ่ƒฝ

  • ๅฎŒๆ•ด็ƒญๆฆœๅฑ•็คบ๏ผšๆŒ‡ๅฎšๅนณๅฐ็š„ๅฎŒๆ•ด็ƒญๆฆœๅ•็‹ฌๅฑ•็คบ๏ผŒไธๅ—ๅ…ณ้”ฎ่ฏ่ฟ‡ๆปคๅฝฑๅ“
  • RSS ็‹ฌ็ซ‹ๅฑ•็คบ๏ผšRSS ๆบๅ†…ๅฎนๅฏๅฎŒๆ•ดๅฑ•็คบ๏ผŒ้€‚ๅˆๅ†…ๅฎน่พƒๅฐ‘็š„่ฎข้˜…ๆบ
  • ็ตๆดป้…็ฝฎ๏ผšๆ”ฏๆŒ้…็ฝฎๅฑ•็คบๅนณๅฐๅˆ—่กจใ€RSS ๆบๅˆ—่กจใ€ๆœ€ๅคงๅฑ•็คบๆกๆ•ฐ

๐Ÿ“Š ๆŽจ้€ไฝ“้ชŒ้‡ๆž„

  • ๆŽ’็‰ˆๅ‡็บง๏ผš้‡ๆ–ฐ่ฎพ่ฎกๅนถ็ปŸไธ€ๅ„ๆธ ้“็ปŸ่ฎกๅคด้ƒจ๏ผŒๅผบๅŒ–ๅŒบๅ—็ป„็ป‡๏ผŒๆถˆๆฏๅฑ‚ๆฌกไธ€็›ฎไบ†็„ถ
  • ้…็ฝฎ็ฎ€ๅŒ–๏ผšไผ˜ๅŒ–้ฃžไนฆ็ญ‰้€š็Ÿฅๆธ ้“็š„้…็ฝฎ้€ป่พ‘๏ผŒไธŠๆ‰‹ๆ›ด็ฎ€ๅ•
  • ็ƒญๅบฆ่ถ‹ๅŠฟ็ฎญๅคด๏ผšๆ–ฐๅขž ๐Ÿ”บ(ไธŠๅ‡)ใ€๐Ÿ”ป(ไธ‹้™)ใ€โž–(ๆŒๅนณ) ่ถ‹ๅŠฟๆ ‡่ฏ†๏ผŒ็›ด่ง‚ๅฑ•็คบ็ƒญๅบฆๅ˜ๅŒ–
  • ้€š็”จ Webhook๏ผšๆ”ฏๆŒ่‡ชๅฎšไน‰ Webhook URL ๅ’Œ JSON ๆจกๆฟ๏ผŒ่ฝปๆพ้€‚้… Discordใ€Matrixใ€IFTTT ็ญ‰ไปปๆ„ๅนณๅฐ

๐Ÿ”ง ้…็ฝฎไผ˜ๅŒ–

  • ้ข‘็އ่ฏ้…็ฝฎๅขžๅผบ๏ผšๆ–ฐๅขž [็ป„ๅˆซๅ] ่ฏญๆณ•๏ผŒๆ”ฏๆŒ # ๆณจ้‡Š่กŒ๏ผŒ้…็ฝฎๆ›ดๆธ…ๆ™ฐ๏ผˆๆ„Ÿ่ฐข @songge8 ๆๅ‡บ็š„ๅปบ่ฎฎ๏ผ‰
  • ็Žฏๅขƒๅ˜้‡ๆ”ฏๆŒ๏ผšAI ๅˆ†ๆž็›ธๅ…ณ้…็ฝฎๆ”ฏๆŒ็Žฏๅขƒๅ˜้‡่ฆ†็›–๏ผˆAI_API_KEYใ€AI_PROVIDER ็ญ‰๏ผ‰

๐Ÿ’ก ่ฏฆ็ป†้…็ฝฎๆ•™็จ‹่ง ่ฎฉ AI ๅธฎๆˆ‘ๅˆ†ๆž็ƒญ็‚น

2026/01/02 - v4.7.0

  • ไฟฎๅค RSS HTML ๆ˜พ็คบ๏ผšไฟฎๅค RSS ๆ•ฐๆฎๆ ผๅผไธๅŒน้…ๅฏผ่‡ด็š„ๆธฒๆŸ“้—ฎ้ข˜๏ผŒ็ŽฐๅœจๆŒ‰ๅ…ณ้”ฎ่ฏๅˆ†็ป„ๆญฃ็กฎๆ˜พ็คบ
  • ๆ–ฐๅขžๆญฃๅˆ™่กจ่พพๅผ่ฏญๆณ•๏ผšๅ…ณ้”ฎ่ฏ้…็ฝฎๆ”ฏๆŒ /pattern/ ๆญฃๅˆ™่ฏญๆณ•๏ผŒ่งฃๅ†ณ่‹ฑๆ–‡ๅญๅญ—็ฌฆไธฒ่ฏฏๅŒน้…้—ฎ้ข˜๏ผˆๅฆ‚ ai ๅŒน้… training๏ผ‰๐Ÿ“– ๆŸฅ็œ‹่ฏญๆณ•่ฏฆ่งฃ
  • ๆ–ฐๅขžๆ˜พ็คบๅ็งฐ่ฏญๆณ•๏ผšไฝฟ็”จ => ๅค‡ๆณจ ็ป™ๅคๆ‚็š„ๆญฃๅˆ™่กจ่พพๅผ่ตทไธชๅฅฝ่ฎฐ็š„ๅๅญ—๏ผŒๆŽจ้€ๆถˆๆฏๆ˜พ็คบๆ›ดๆธ…ๆ™ฐ๏ผˆๅฆ‚ /\bai\b/ => AI็›ธๅ…ณ๏ผ‰
  • ไธไผšๅ†™ๆญฃๅˆ™๏ผŸ README ๆ–ฐๅขž AI ็”Ÿๆˆๆญฃๅˆ™็š„ๅผ•ๅฏผ๏ผŒๅ‘Š่ฏ‰ ChatGPT/Gemini/DeepSeek ไฝ ๆƒณๅŒน้…ไป€ไนˆ๏ผŒ่ฎฉ AI ๅธฎไฝ ๅ†™

2025/12/30 - mcp-v2.0.0

  • ๆžถๆž„่ฐƒๆ•ด๏ผš็งป้™ค TXT ๆ”ฏๆŒ๏ผŒ็ปŸไธ€ไฝฟ็”จ SQLite ๆ•ฐๆฎๅบ“
  • RSS ๆŸฅ่ฏข๏ผšๆ–ฐๅขž get_latest_rssใ€search_rssใ€get_rss_feeds_status
  • ็ปŸไธ€ๆœ็ดข๏ผšsearch_news ๆ”ฏๆŒ include_rss ๅ‚ๆ•ฐๅŒๆ—ถๆœ็ดข็ƒญๆฆœๅ’Œ RSS

2026/01/01 - v4.6.0

  • ไฟฎๅค RSS HTML ๆ˜พ็คบ๏ผšๅฐ† RSS ๅ†…ๅฎนๅˆๅนถๅˆฐ็ƒญๆฆœ HTML ้กต้ข๏ผŒๆŒ‰ๆบๅˆ†็ป„ๆ˜พ็คบ
  • ๆ–ฐๅขž display_mode ้…็ฝฎ๏ผšๆ”ฏๆŒ keyword๏ผˆๆŒ‰ๅ…ณ้”ฎ่ฏๅˆ†็ป„๏ผ‰ๅ’Œ platform๏ผˆๆŒ‰ๅนณๅฐๅˆ†็ป„๏ผ‰ไธค็งๆ˜พ็คบๆจกๅผ

2025/12/30 - v4.5.0

  • RSS ่ฎข้˜…ๆบๆ”ฏๆŒ๏ผšๆ–ฐๅขž RSS/Atom ๆŠ“ๅ–๏ผŒๆŒ‰ๅ…ณ้”ฎ่ฏๅˆ†็ป„็ปŸ่ฎก๏ผˆไธŽ็ƒญๆฆœๆ ผๅผไธ€่‡ด๏ผ‰
  • ๅญ˜ๅ‚จ็ป“ๆž„้‡ๆž„๏ผšๆ‰ๅนณๅŒ–็›ฎๅฝ•็ป“ๆž„ output/{type}/{date}.db
  • ็ปŸไธ€ๆŽ’ๅบ้…็ฝฎ๏ผšsort_by_position_first ๅŒๆ—ถๅฝฑๅ“็ƒญๆฆœๅ’Œ RSS
  • ้…็ฝฎ็ป“ๆž„้‡ๆž„๏ผšconfig.yaml ้‡ๆ–ฐ็ป„็ป‡ไธบ 7 ไธช้€ป่พ‘ๅˆ†็ป„๏ผˆappใ€reportใ€notificationใ€storageใ€platformsใ€rssใ€advanced๏ผ‰๏ผŒ้…็ฝฎ่ทฏๅพ„ๆ›ดๆธ…ๆ™ฐ

2025/12/26 - mcp-v1.2.0

MCP ๆจกๅ—ๆ›ดๆ–ฐ - ไผ˜ๅŒ–ๅทฅๅ…ท้›†๏ผŒๆ–ฐๅขž่šๅˆๅฏนๆฏ”ๅŠŸ่ƒฝ๏ผŒๅˆๅนถๅ†—ไฝ™ๅทฅๅ…ท:

  • ๆ–ฐๅขž aggregate_news ๅทฅๅ…ท - ่ทจๅนณๅฐๆ–ฐ้—ปๅŽป้‡่šๅˆ
  • ๆ–ฐๅขž compare_periods ๅทฅๅ…ท - ๆ—ถๆœŸๅฏนๆฏ”ๅˆ†ๆž๏ผˆๅ‘จ็Žฏๆฏ”/ๆœˆ็Žฏๆฏ”๏ผ‰
  • ๅˆๅนถ find_similar_news + search_related_news_history โ†’ find_related_news
  • ๅขžๅผบ get_trending_topics - ๆ–ฐๅขž auto_extract ๆจกๅผ่‡ชๅŠจๆๅ–็ƒญ็‚น
  • ไฟฎๅค่‹ฅๅนฒbug
  • ๅŒๆญฅๆ›ดๆ–ฐ README-MCP-FAQ.md ๆ–‡ๆกฃ็š„ไธญ่‹ฑๆ–‡็‰ˆ (Q1-Q18)

2025/12/20 - v4.0.3

  • ๆ–ฐๅขž URL ๆ ‡ๅ‡†ๅŒ–ๅŠŸ่ƒฝ๏ผŒ่งฃๅ†ณๅพฎๅš็ญ‰ๅนณๅฐๅ› ๅŠจๆ€ๅ‚ๆ•ฐ๏ผˆๅฆ‚ band_rank๏ผ‰ๅฏผ่‡ด็š„้‡ๅคๆŽจ้€้—ฎ้ข˜
  • ไฟฎๅคๅขž้‡ๆจกๅผๆฃ€ๆต‹้€ป่พ‘๏ผŒๆญฃ็กฎ่ฏ†ๅˆซๅކๅฒๆ ‡้ข˜

2025/12/17 - v4.0.1

  • StorageManager ๆทปๅŠ ๆŽจ้€่ฎฐๅฝ•ไปฃ็†ๆ–นๆณ•
  • S3 ๅฎขๆˆท็ซฏๅˆ‡ๆข่‡ณ virtual-hosted style ไปฅๆๅ‡ๅ…ผๅฎนๆ€ง๏ผˆๆ”ฏๆŒ่…พ่ฎฏไบ‘ COS ็ญ‰ๆ›ดๅคšๆœๅŠก๏ผ‰

2025/12/13 - mcp-v1.1.0

MCP ๆจกๅ—ๆ›ดๆ–ฐ:

  • ้€‚้… v4.0.0๏ผŒๅŒๆ—ถไนŸๅ…ผๅฎน v3.x ็š„ๆ•ฐๆฎ
  • ๆ–ฐๅขžๅญ˜ๅ‚จๅŒๆญฅๅทฅๅ…ท๏ผšsync_from_remoteใ€get_storage_statusใ€list_available_dates

2025/12/13 - v4.0.0

๐ŸŽ‰ ้‡ๅคงๆ›ดๆ–ฐ๏ผšๅ…จ้ข้‡ๆž„ๅญ˜ๅ‚จๅ’Œๆ ธๅฟƒๆžถๆž„

  • ๅคšๅญ˜ๅ‚จๅŽ็ซฏๆ”ฏๆŒ๏ผšๅผ•ๅ…ฅๅ…จๆ–ฐ็š„ๅญ˜ๅ‚จๆจกๅ—๏ผŒๆ”ฏๆŒๆœฌๅœฐ SQLite ๅ’Œ่ฟœ็จ‹ไบ‘ๅญ˜ๅ‚จ๏ผˆS3 ๅ…ผๅฎนๅ่ฎฎ๏ผŒไพ‹ๅฆ‚ Cloudflare R2๏ผ‰๏ผŒ้€‚ๅบ” GitHub Actionsใ€Docker ๅ’Œๆœฌๅœฐ็Žฏๅขƒใ€‚
  • ๆ•ฐๆฎๅบ“็ป“ๆž„ไผ˜ๅŒ–๏ผš้‡ๆž„ SQLite ๆ•ฐๆฎๅบ“่กจ็ป“ๆž„๏ผŒๆๅ‡ๆ•ฐๆฎๆ•ˆ็އๅ’ŒๆŸฅ่ฏข่ƒฝๅŠ›ใ€‚
  • ๆ ธๅฟƒไปฃ็ ๆจกๅ—ๅŒ–๏ผšๅฐ†ไธป็จ‹ๅบ้€ป่พ‘ๆ‹†ๅˆ†ไธบ trendradar ๅŒ…็š„ๅคšไธชๆจกๅ—๏ผŒๆ˜พ่‘—ๆๅ‡ไปฃ็ ๅฏ็ปดๆŠคๆ€งใ€‚
  • ๅขžๅผบๅŠŸ่ƒฝ๏ผšๅฎž็Žฐๆ—ฅๆœŸๆ ผๅผๆ ‡ๅ‡†ๅŒ–ใ€ๆ•ฐๆฎไฟ็•™็ญ–็•ฅใ€ๆ—ถๅŒบ้…็ฝฎๆ”ฏๆŒใ€ๆ—ถ้—ดๆ˜พ็คบไผ˜ๅŒ–๏ผŒๅนถไฟฎๅค่ฟœ็จ‹ๅญ˜ๅ‚จๆ•ฐๆฎๆŒไน…ๅŒ–้—ฎ้ข˜๏ผŒ็กฎไฟๆ•ฐๆฎๅˆๅนถ็š„ๅ‡†็กฎๆ€งใ€‚
  • ๆธ…็†ๅ’Œๅ…ผๅฎน๏ผš็งป้™คไบ†ๅคง้ƒจๅˆ†ๅކๅฒๅ…ผๅฎนไปฃ็ ๏ผŒ็ปŸไธ€ไบ†ๆ•ฐๆฎๅญ˜ๅ‚จๅ’Œ่ฏปๅ–ๆ–นๅผใ€‚

2025/12/03 - v3.5.0

๐ŸŽ‰ ๆ ธๅฟƒๅŠŸ่ƒฝๅขžๅผบ

  1. ๅคš่ดฆๅทๆŽจ้€ๆ”ฏๆŒ

    • ๆ‰€ๆœ‰ๆŽจ้€ๆธ ้“๏ผˆ้ฃžไนฆใ€้’‰้’‰ใ€ไผไธšๅพฎไฟกใ€Telegramใ€ntfyใ€Barkใ€Slack๏ผ‰ๆ”ฏๆŒๅคš่ดฆๅท้…็ฝฎ
    • ไฝฟ็”จๅˆ†ๅท ; ๅˆ†้š”ๅคšไธช่ดฆๅท๏ผŒไพ‹ๅฆ‚๏ผšFEISHU_WEBHOOK_URL=url1;url2
    • ่‡ชๅŠจ้ชŒ่ฏ้…ๅฏน้…็ฝฎ๏ผˆๅฆ‚ Telegram ็š„ token ๅ’Œ chat_id๏ผ‰ๆ•ฐ้‡ไธ€่‡ดๆ€ง
  2. ๆŽจ้€ๅŒบๅŸŸ้…็ฝฎ

    • ้€š่ฟ‡ display.region_order ่‡ชๅฎšไน‰ๅ„ๅŒบๅŸŸ็š„ๆ˜พ็คบ้กบๅบ๏ผˆv5.2.0 ๆ›ฟไปฃๅŽŸ reverse_content_order๏ผ‰
    • ้€š่ฟ‡ display.regions ๆŽงๅˆถๅ„ๅŒบๅŸŸๆ˜ฏๅฆๆ˜พ็คบ๏ผˆ็ƒญๆฆœใ€ๆ–ฐๅขž็ƒญ็‚นใ€RSSใ€็‹ฌ็ซ‹ๅฑ•็คบๅŒบใ€AI ๅˆ†ๆž๏ผ‰
  3. ๅ…จๅฑ€่ฟ‡ๆปคๅ…ณ้”ฎ่ฏ

    • ๆ–ฐๅขž [GLOBAL_FILTER] ๅŒบๅŸŸๆ ‡่ฎฐ๏ผŒๆ”ฏๆŒๅ…จๅฑ€่ฟ‡ๆปคไธๆƒณ็œ‹ๅˆฐ็š„ๅ†…ๅฎน
    • ้€‚็”จๅœบๆ™ฏ๏ผš่ฟ‡ๆปคๅนฟๅ‘Šใ€่ฅ้”€ใ€ไฝŽ่ดจๅ†…ๅฎน็ญ‰

๐Ÿณ Docker ๅŒ่ทฏๅพ„ HTML ็”Ÿๆˆไผ˜ๅŒ–

  • ้—ฎ้ข˜ไฟฎๅค๏ผš่งฃๅ†ณ Docker ็Žฏๅขƒไธ‹ index.html ๆ— ๆณ•ๅŒๆญฅๅˆฐๅฎฟไธปๆœบ็š„้—ฎ้ข˜
  • ๅŒ่ทฏๅพ„็”Ÿๆˆ๏ผšๅฝ“ๆ—ฅๆฑ‡ๆ€ป HTML ๅŒๆ—ถ็”Ÿๆˆๅˆฐไธคไธชไฝ็ฝฎ
    • index.html๏ผˆ้กน็›ฎๆ น็›ฎๅฝ•๏ผ‰๏ผšไพ› GitHub Pages ่ฎฟ้—ฎ
    • output/index.html๏ผš้€š่ฟ‡ Docker Volume ๆŒ‚่ฝฝ๏ผŒๅฎฟไธปๆœบๅฏ็›ดๆŽฅ่ฎฟ้—ฎ
  • ๅ…ผๅฎนๆ€ง๏ผš็กฎไฟ Dockerใ€GitHub Actionsใ€ๆœฌๅœฐ่ฟ่กŒ็Žฏๅขƒๅ‡่ƒฝๆญฃๅธธ่ฎฟ้—ฎ็ฝ‘้กต็‰ˆๆŠฅๅ‘Š

๐Ÿณ Docker MCP ้•œๅƒๆ”ฏๆŒ

  • ๆ–ฐๅขž็‹ฌ็ซ‹็š„ MCP ๆœๅŠก้•œๅƒ wantcat/trendradar-mcp
  • ๆ”ฏๆŒ Docker ้ƒจ็ฝฒ AI ๅˆ†ๆžๅŠŸ่ƒฝ๏ผŒ้€š่ฟ‡ HTTP ๆŽฅๅฃ๏ผˆ็ซฏๅฃ 3333๏ผ‰ๆไพ›ๆœๅŠก
  • ๅŒๅฎนๅ™จๆžถๆž„๏ผšๆ–ฐ้—ปๆŽจ้€ๆœๅŠกไธŽ MCP ๆœๅŠก็‹ฌ็ซ‹่ฟ่กŒ๏ผŒๅฏๅˆ†ๅˆซๆ‰ฉๅฑ•ๅ’Œ้‡ๅฏ
  • ่ฏฆ่ง Docker ้ƒจ็ฝฒ - MCP ๆœๅŠก

๐ŸŒ Web ๆœๅŠกๅ™จๆ”ฏๆŒ

  • ๆ–ฐๅขžๅ†…็ฝฎ Web ๆœๅŠกๅ™จ๏ผŒๆ”ฏๆŒ้€š่ฟ‡ๆต่งˆๅ™จ่ฎฟ้—ฎ็”Ÿๆˆ็š„ๆŠฅๅ‘Š
  • ้€š่ฟ‡ manage.py ๅ‘ฝไปคๆŽงๅˆถๅฏๅŠจ/ๅœๆญข๏ผšdocker exec -it trendradar python manage.py start_webserver
  • ่ฎฟ้—ฎๅœฐๅ€๏ผšhttp://localhost:8080๏ผˆ็ซฏๅฃๅฏ้…็ฝฎ๏ผ‰
  • ๅฎ‰ๅ…จ็‰นๆ€ง๏ผš้™ๆ€ๆ–‡ไปถๆœๅŠกใ€็›ฎๅฝ•้™ๅˆถใ€ๆœฌๅœฐ่ฎฟ้—ฎ
  • ๆ”ฏๆŒ่‡ชๅŠจๅฏๅŠจๅ’Œๆ‰‹ๅŠจๆŽงๅˆถไธค็งๆจกๅผ

๐Ÿ“– ๆ–‡ๆกฃไผ˜ๅŒ–

๐Ÿ”ง ๅ‡็บง่ฏดๆ˜Ž๏ผš

  • GitHub Fork ็”จๆˆท๏ผšๆ›ดๆ–ฐ main.pyใ€config/config.yaml๏ผˆๆ–ฐๅขžๅคš่ดฆๅทๆŽจ้€ๆ”ฏๆŒ๏ผŒๆ— ้œ€ไฟฎๆ”น็Žฐๆœ‰้…็ฝฎ๏ผ‰
  • ๅคš่ดฆๅทๆŽจ้€๏ผšๆ–ฐๅŠŸ่ƒฝ๏ผŒ้ป˜่ฎคไธๅฏ็”จ๏ผŒ็Žฐๆœ‰ๅ•่ดฆๅท้…็ฝฎไธๅ—ๅฝฑๅ“

2025/11/26 - mcp-v1.0.3

MCP ๆจกๅ—ๆ›ดๆ–ฐ:

  • ๆ–ฐๅขžๆ—ฅๆœŸ่งฃๆžๅทฅๅ…ท resolve_date_range,่งฃๅ†ณ AI ๆจกๅž‹่ฎก็ฎ—ๆ—ฅๆœŸไธไธ€่‡ด็š„้—ฎ้ข˜
  • ๆ”ฏๆŒ่‡ช็„ถ่ฏญ่จ€ๆ—ฅๆœŸ่กจ่พพๅผ่งฃๆž(ๆœฌๅ‘จใ€ๆœ€่ฟ‘7ๅคฉใ€ไธŠๆœˆ็ญ‰)
  • ๅทฅๅ…ทๆ€ปๆ•ฐไปŽ 13 ไธชๅขžๅŠ ๅˆฐ 14 ไธช

2025/11/28 - v3.4.1

๐Ÿ”ง ๆ ผๅผไผ˜ๅŒ–

  1. Bark ๆŽจ้€ๅขžๅผบ

    • Bark ็Žฐๆ”ฏๆŒ Markdown ๆธฒๆŸ“
    • ๅฏ็”จๅŽŸ็”Ÿ Markdown ๆ ผๅผ๏ผš็ฒ—ไฝ“ใ€้“พๆŽฅใ€ๅˆ—่กจใ€ไปฃ็ ๅ—็ญ‰
    • ็งป้™ค็บฏๆ–‡ๆœฌ่ฝฌๆข๏ผŒๅ……ๅˆ†ๅˆฉ็”จ Bark ๅŽŸ็”ŸๆธฒๆŸ“่ƒฝๅŠ›
  2. Slack ๆ ผๅผ็ฒพๅ‡†ๅŒ–

    • ไฝฟ็”จไธ“็”จ mrkdwn ๆ ผๅผๅค„็†ๅˆ†ๆ‰นๅ†…ๅฎน
    • ๆๅ‡ๅญ—่Š‚ๅคงๅฐไผฐ็ฎ—ๅ‡†็กฎๆ€ง๏ผˆ้ฟๅ…ๆถˆๆฏ่ถ…้™๏ผ‰
    • ไผ˜ๅŒ–้“พๆŽฅๆ ผๅผ๏ผš<url|text> ๅ’ŒๅŠ ็ฒ—่ฏญๆณ•๏ผš*text*
  3. ๆ€ง่ƒฝๆๅ‡

    • ๆ ผๅผ่ฝฌๆขๅœจๅˆ†ๆ‰น่ฟ‡็จ‹ไธญๅฎŒๆˆ๏ผŒ้ฟๅ…ไบŒๆฌกๅค„็†
    • ๅ‡†็กฎไผฐ็ฎ—ๆถˆๆฏๅคงๅฐ๏ผŒๅ‡ๅฐ‘ๅ‘้€ๅคฑ่ดฅ็އ

๐Ÿ”ง ๅ‡็บง่ฏดๆ˜Ž๏ผš

  • GitHub Fork ็”จๆˆท๏ผšๆ›ดๆ–ฐ main.py๏ผŒconfig.yaml

2025/11/25 - v3.4.0

๐ŸŽ‰ ๆ–ฐๅขž Slack ๆŽจ้€ๆ”ฏๆŒ

  1. ๅ›ข้˜ŸๅไฝœๆŽจ้€ๆธ ้“

    • ๆ”ฏๆŒ Slack Incoming Webhooks๏ผˆๅ…จ็ƒๆต่กŒ็š„ๅ›ข้˜Ÿๅไฝœๅทฅๅ…ท๏ผ‰
    • ๆถˆๆฏ้›†ไธญ็ฎก็†๏ผŒ้€‚ๅˆๅ›ข้˜Ÿๅ…ฑไบซ็ƒญ็‚น่ต„่ฎฏ
    • ๆ”ฏๆŒ mrkdwn ๆ ผๅผ๏ผˆ็ฒ—ไฝ“ใ€้“พๆŽฅ็ญ‰๏ผ‰
  2. ๅคš็ง้ƒจ็ฝฒๆ–นๅผ

    • GitHub Actions๏ผš้…็ฝฎ SLACK_WEBHOOK_URL Secret
    • Docker๏ผš็Žฏๅขƒๅ˜้‡ SLACK_WEBHOOK_URL
    • ๆœฌๅœฐ่ฟ่กŒ๏ผšconfig/config.yaml ้…็ฝฎๆ–‡ไปถ

๐Ÿ“– ่ฏฆ็ป†้…็ฝฎๆ•™็จ‹๏ผšๅฟซ้€Ÿๅผ€ๅง‹ - Slack ๆŽจ้€

  • ไผ˜ๅŒ– setup-windows.bat ๅ’Œ setup-windows-en.bat ไธ€้”ฎๅฎ‰่ฃ… MCP ็š„ไฝ“้ชŒ

๐Ÿ”ง ๅ‡็บง่ฏดๆ˜Ž๏ผš

  • GitHub Fork ็”จๆˆท๏ผšๆ›ดๆ–ฐ main.pyใ€config/config.yamlใ€.github/workflows/crawler.yml

2025/11/24 - v3.3.0

๐ŸŽ‰ ๆ–ฐๅขž Bark ๆŽจ้€ๆ”ฏๆŒ

  1. iOS ไธ“ๅฑžๆŽจ้€ๆธ ้“

    • ๆ”ฏๆŒ Bark ๆŽจ้€๏ผˆๅŸบไบŽ APNs๏ผŒiOS ๅนณๅฐ๏ผ‰
    • ๅ…่ดนๅผ€ๆบ๏ผŒ็ฎ€ๆด้ซ˜ๆ•ˆ๏ผŒๆ— ๅนฟๅ‘Šๅนฒๆ‰ฐ
    • ๆ”ฏๆŒๅฎ˜ๆ–นๆœๅŠกๅ™จๅ’Œ่‡ชๅปบๆœๅŠกๅ™จไธค็งๆ–นๅผ
  2. ๅคš็ง้ƒจ็ฝฒๆ–นๅผ

    • GitHub Actions๏ผš้…็ฝฎ BARK_URL Secret
    • Docker๏ผš็Žฏๅขƒๅ˜้‡ BARK_URL
    • ๆœฌๅœฐ่ฟ่กŒ๏ผšconfig/config.yaml ้…็ฝฎๆ–‡ไปถ

๐Ÿ“– ่ฏฆ็ป†้…็ฝฎๆ•™็จ‹๏ผšๅฟซ้€Ÿๅผ€ๅง‹ - Bark ๆŽจ้€

๐Ÿ› Bug ไฟฎๅค

  • ไฟฎๅค config.yaml ไธญ ntfy_server_url ้…็ฝฎไธ็”Ÿๆ•ˆ็š„้—ฎ้ข˜ (#345)

๐Ÿ”ง ๅ‡็บง่ฏดๆ˜Ž๏ผš

  • GitHub Fork ็”จๆˆท๏ผšๆ›ดๆ–ฐ main.pyใ€config/config.yamlใ€.github/workflows/crawler.yml

2025/11/23 - v3.2.0

๐ŸŽฏ ๆ–ฐๅขž้ซ˜็บงๅฎšๅˆถๅŠŸ่ƒฝ

  1. ๅ…ณ้”ฎ่ฏๆŽ’ๅบไผ˜ๅ…ˆ็บง้…็ฝฎ

    • ๆ”ฏๆŒไธค็งๆŽ’ๅบ็ญ–็•ฅ๏ผš็ƒญๅบฆไผ˜ๅ…ˆ vs ้…็ฝฎ้กบๅบไผ˜ๅ…ˆ
    • ๆปก่ถณไธๅŒไฝฟ็”จๅœบๆ™ฏ๏ผš็ƒญ็‚น่ฟฝ่ธช or ไธชๆ€งๅŒ–ๅ…ณๆณจ
  2. ๆ˜พ็คบๆ•ฐ้‡็ฒพๅ‡†ๆŽงๅˆถ

    • ๅ…จๅฑ€้…็ฝฎ๏ผš็ปŸไธ€้™ๅˆถๆ‰€ๆœ‰ๅ…ณ้”ฎ่ฏๆ˜พ็คบๆ•ฐ้‡
    • ๅ•็‹ฌ้…็ฝฎ๏ผšไฝฟ็”จ @ๆ•ฐๅญ— ่ฏญๆณ•ไธบ็‰นๅฎšๅ…ณ้”ฎ่ฏ่ฎพ็ฝฎ้™ๅˆถ
    • ๆœ‰ๆ•ˆๆŽงๅˆถๆŽจ้€้•ฟๅบฆ๏ผŒ็ชๅ‡บ้‡็‚นๅ†…ๅฎน

๐Ÿ“– ่ฏฆ็ป†้…็ฝฎๆ•™็จ‹๏ผšๅ…ณ้”ฎ่ฏ้…็ฝฎ - ้ซ˜็บง้…็ฝฎ

๐Ÿ”ง ๅ‡็บง่ฏดๆ˜Ž๏ผš

  • GitHub Fork ็”จๆˆท๏ผšๆ›ดๆ–ฐ main.pyใ€config/config.yaml

2025/11/18 - mcp-v1.0.2

MCP ๆจกๅ—ๆ›ดๆ–ฐ:

  • ไผ˜ๅŒ–ๆŸฅ่ฏขไปŠๆ—ฅๆ–ฐ้—ปๅดๅฏ่ƒฝ้”™่ฏฏ่ฟ”ๅ›ž่ฟ‡ๅŽปๆ—ฅๆœŸ็š„ๆƒ…ๅ†ต

2025/11/22 - v3.1.1

  • ไฟฎๅคๆ•ฐๆฎๅผ‚ๅธธๅฏผ่‡ด็š„ๅดฉๆบƒ้—ฎ้ข˜๏ผš่งฃๅ†ณ้ƒจๅˆ†็”จๆˆทๅœจ GitHub Actions ็Žฏๅขƒไธญ้‡ๅˆฐ็š„ 'float' object has no attribute 'lower' ้”™่ฏฏ
  • ๆ–ฐๅขžๅŒ้‡้˜ฒๆŠคๆœบๅˆถ๏ผšๅœจๆ•ฐๆฎ่Žทๅ–้˜ถๆฎต่ฟ‡ๆปคๆ— ๆ•ˆๆ ‡้ข˜๏ผˆNoneใ€floatใ€็ฉบๅญ—็ฌฆไธฒ๏ผ‰๏ผŒๅŒๆ—ถๅœจๅ‡ฝๆ•ฐ่ฐƒ็”จๅค„ๆทปๅŠ ็ฑปๅž‹ๆฃ€ๆŸฅ
  • ๆๅ‡็ณป็ปŸ็จณๅฎšๆ€ง๏ผŒ็กฎไฟๅœจๆ•ฐๆฎๆบ่ฟ”ๅ›žๅผ‚ๅธธๆ ผๅผๆ—ถไป่ƒฝๆญฃๅธธ่ฟ่กŒ

ๅ‡็บง่ฏดๆ˜Ž๏ผˆGitHub Fork ็”จๆˆท๏ผ‰๏ผš

  • ๅฟ…้กปๆ›ดๆ–ฐ๏ผšmain.py
  • ๅปบ่ฎฎไฝฟ็”จๅฐ็‰ˆๆœฌๅ‡็บงๆ–นๅผ๏ผšๅคๅˆถๆ›ฟๆขไธŠ่ฟฐๆ–‡ไปถ

2025/11/20 - v3.1.0

  • ๆ–ฐๅขžไธชไบบๅพฎไฟกๆŽจ้€ๆ”ฏๆŒ๏ผšไผไธšๅพฎไฟกๅบ”็”จๅฏๆŽจ้€ๅˆฐไธชไบบๅพฎไฟก๏ผŒๆ— ้œ€ๅฎ‰่ฃ…ไผไธšๅพฎไฟก APP
  • ๆ”ฏๆŒไธค็งๆถˆๆฏๆ ผๅผ๏ผšmarkdown๏ผˆไผไธšๅพฎไฟก็พคๆœบๅ™จไบบ๏ผ‰ๅ’Œ text๏ผˆไธชไบบๅพฎไฟกๅบ”็”จ๏ผ‰
  • ๆ–ฐๅขž WEWORK_MSG_TYPE ็Žฏๅขƒๅ˜้‡้…็ฝฎ๏ผŒๆ”ฏๆŒ GitHub Actionsใ€Dockerใ€docker compose ็ญ‰ๅคš็ง้ƒจ็ฝฒๆ–นๅผ
  • text ๆจกๅผ่‡ชๅŠจๆธ…้™ค Markdown ่ฏญๆณ•๏ผŒๆไพ›็บฏๆ–‡ๆœฌๆŽจ้€ๆ•ˆๆžœ
  • ่ฏฆ่งๅฟซ้€Ÿๅผ€ๅง‹ไธญ็š„ใ€ŒไธชไบบๅพฎไฟกๆŽจ้€ใ€้…็ฝฎ่ฏดๆ˜Ž

ๅ‡็บง่ฏดๆ˜Ž๏ผˆGitHub Fork ็”จๆˆท๏ผ‰๏ผš

  • ๅฟ…้กปๆ›ดๆ–ฐ๏ผšmain.pyใ€config/config.yaml
  • ๅฏ้€‰ๆ›ดๆ–ฐ๏ผš.github/workflows/crawler.yml๏ผˆๅฆ‚ไฝฟ็”จ GitHub Actions ้ƒจ็ฝฒ๏ผ‰
  • ๅปบ่ฎฎไฝฟ็”จๅฐ็‰ˆๆœฌๅ‡็บงๆ–นๅผ๏ผšๅคๅˆถๆ›ฟๆขไธŠ่ฟฐๆ–‡ไปถ

2025/11/12 - v3.0.5

  • ไฟฎๅค้‚ฎไปถๅ‘้€ SSL/TLS ็ซฏๅฃ้…็ฝฎ้€ป่พ‘้”™่ฏฏ
  • ไผ˜ๅŒ–้‚ฎ็ฎฑๆœๅŠกๅ•†๏ผˆQQ/163/126๏ผ‰้ป˜่ฎคไฝฟ็”จ 465 ็ซฏๅฃ๏ผˆSSL๏ผ‰
  • ๆ–ฐๅขž Docker ็Žฏๅขƒๅ˜้‡ๆ”ฏๆŒ๏ผšๆ ธๅฟƒ้…็ฝฎ้กน๏ผˆenable_crawlerใ€report_modeใ€push_window ็ญ‰๏ผ‰ๆ”ฏๆŒ้€š่ฟ‡็Žฏๅขƒๅ˜้‡่ฆ†็›–๏ผŒ่งฃๅ†ณ NAS ็”จๆˆทไฟฎๆ”น้…็ฝฎๆ–‡ไปถไธ็”Ÿๆ•ˆ็š„้—ฎ้ข˜๏ผˆ่ฏฆ่ง ๐Ÿณ Docker ้ƒจ็ฝฒ ็ซ ่Š‚๏ผ‰

2025/10/26 - mcp-v1.0.1

MCP ๆจกๅ—ๆ›ดๆ–ฐ:

  • ไฟฎๅคๆ—ฅๆœŸๆŸฅ่ฏขๅ‚ๆ•ฐไผ ้€’้”™่ฏฏ
  • ็ปŸไธ€ๆ‰€ๆœ‰ๅทฅๅ…ท็š„ๆ—ถ้—ดๅ‚ๆ•ฐๆ ผๅผ

2025/10/31 - v3.0.4

  • ่งฃๅ†ณ้ฃžไนฆๅ› ๆŽจ้€ๅ†…ๅฎน่ฟ‡้•ฟ่€Œไบง็”Ÿ็š„้”™่ฏฏ๏ผŒๅฎž็Žฐไบ†ๅˆ†ๆ‰นๆŽจ้€

2025/10/23 - v3.0.3

  • ๆ‰ฉๅคง ntfy ้”™่ฏฏไฟกๆฏๆ˜พ็คบ่Œƒๅ›ด

2025/10/21 - v3.0.2

  • ไฟฎๅค ntfy ๆŽจ้€็ผ–็ ้—ฎ้ข˜

2025/10/20 - v3.0.0

้‡ๅคงๆ›ดๆ–ฐ - AI ๅˆ†ๆžๅŠŸ่ƒฝไธŠ็บฟ โœจ

  • ๆ ธๅฟƒๅŠŸ่ƒฝ๏ผš

    • ๆ–ฐๅขžๅŸบไบŽ MCP (Model Context Protocol) ็š„ AI ๅˆ†ๆžๆœๅŠกๅ™จ
    • ๆ”ฏๆŒ17็งๆ™บ่ƒฝๅˆ†ๆžๅทฅๅ…ท๏ผšๅŸบ็ก€ๆŸฅ่ฏขใ€ๆ™บ่ƒฝๆฃ€็ดขใ€้ซ˜็บงๅˆ†ๆžใ€RSS ๆŸฅ่ฏขใ€็ณป็ปŸ็ฎก็†
    • ่‡ช็„ถ่ฏญ่จ€ไบคไบ’๏ผš้€š่ฟ‡ๅฏน่ฏๆ–นๅผๆŸฅ่ฏขๅ’Œๅˆ†ๆžๆ–ฐ้—ปๆ•ฐๆฎ
    • ๅคšๅฎขๆˆท็ซฏๆ”ฏๆŒ๏ผšClaude Desktopใ€Cherry Studioใ€Cursorใ€Cline ็ญ‰
  • ๅˆ†ๆž่ƒฝๅŠ›๏ผš

    • ่ฏ้ข˜่ถ‹ๅŠฟๅˆ†ๆž๏ผˆ็ƒญๅบฆ่ฟฝ่ธชใ€็”Ÿๅ‘ฝๅ‘จๆœŸใ€็ˆ†็ซๆฃ€ๆต‹ใ€่ถ‹ๅŠฟ้ข„ๆต‹๏ผ‰
    • ๆ•ฐๆฎๆดžๅฏŸ๏ผˆๅนณๅฐๅฏนๆฏ”ใ€ๆดป่ทƒๅบฆ็ปŸ่ฎกใ€ๅ…ณ้”ฎ่ฏๅ…ฑ็Žฐ๏ผ‰
    • ๆƒ…ๆ„Ÿๅˆ†ๆžใ€็›ธไผผๆ–ฐ้—ปๆŸฅๆ‰พใ€ๆ™บ่ƒฝๆ‘˜่ฆ็”Ÿๆˆ
    • ๅކๅฒ็›ธๅ…ณๆ–ฐ้—ปๆฃ€็ดขใ€ๅคšๆจกๅผๆœ็ดข
  • ๆ›ดๆ–ฐๆ็คบ๏ผš

    • ่ฟ™ๆ˜ฏ็‹ฌ็ซ‹็š„ AI ๅˆ†ๆžๅŠŸ่ƒฝ๏ผŒไธๅฝฑๅ“็Žฐๆœ‰็š„ๆŽจ้€ๅŠŸ่ƒฝ
    • ๅฏ้€‰ๆ‹ฉๆ€งไฝฟ็”จ๏ผŒๆ— ้œ€ๅ‡็บง็Žฐๆœ‰้ƒจ็ฝฒ

2025/10/15 - v2.4.4

  • ๆ›ดๆ–ฐๅ†…ๅฎน๏ผš

    • ไฟฎๅค ntfy ๆŽจ้€็ผ–็ ้—ฎ้ข˜ + 1
    • ไฟฎๅคๆŽจ้€ๆ—ถ้—ด็ช—ๅฃๅˆคๆ–ญ้—ฎ้ข˜
  • ๆ›ดๆ–ฐๆ็คบ๏ผš

    • ๅปบ่ฎฎใ€ๅฐ็‰ˆๆœฌๅ‡็บงใ€‘

2025/10/10 - v2.4.3

ๆ„Ÿ่ฐข nidaye996 ๅ‘็Žฐ็š„ไฝ“้ชŒ้—ฎ้ข˜

  • ๆ›ดๆ–ฐๅ†…ๅฎน๏ผš

    • ้‡ๆž„"้™้ป˜ๆŽจ้€ๆจกๅผ"ๅ‘ฝๅไธบ"ๆŽจ้€ๆ—ถ้—ด็ช—ๅฃๆŽงๅˆถ"๏ผŒๆๅ‡ๅŠŸ่ƒฝ็†่งฃๅบฆ
    • ๆ˜Ž็กฎๆŽจ้€ๆ—ถ้—ด็ช—ๅฃไฝœไธบๅฏ้€‰้™„ๅŠ ๅŠŸ่ƒฝ๏ผŒๅฏไธŽไธ‰็งๆŽจ้€ๆจกๅผๆญ้…ไฝฟ็”จ
    • ๆ”น่ฟ›ๆณจ้‡Šๅ’Œๆ–‡ๆกฃๆ่ฟฐ๏ผŒไฝฟๅŠŸ่ƒฝๅฎšไฝๆ›ดๅŠ ๆธ…ๆ™ฐ
  • ๆ›ดๆ–ฐๆ็คบ๏ผš

    • ่ฟ™ไธชไป…ไป…ๆ˜ฏ้‡ๆž„๏ผŒๅฏไปฅไธ็”จๅ‡็บง

2025/10/8 - v2.4.2

  • ๆ›ดๆ–ฐๅ†…ๅฎน๏ผš

    • ไฟฎๅค ntfy ๆŽจ้€็ผ–็ ้—ฎ้ข˜
    • ไฟฎๅค้…็ฝฎๆ–‡ไปถ็ผบๅคฑ้—ฎ้ข˜
    • ไผ˜ๅŒ– ntfy ๆŽจ้€ๆ•ˆๆžœ
    • ๅขžๅŠ  github page ๅ›พ็‰‡ๅˆ†ๆฎตๅฏผๅ‡บๅŠŸ่ƒฝ
  • ๆ›ดๆ–ฐๆ็คบ๏ผš

    • ๅปบ่ฎฎไฝฟ็”จใ€ๅคง็‰ˆๆœฌๆ›ดๆ–ฐใ€‘

2025/10/2 - v2.4.0

ๆ–ฐๅขž ntfy ๆŽจ้€้€š็Ÿฅ

  • ๆ ธๅฟƒๅŠŸ่ƒฝ๏ผš

    • ๆ”ฏๆŒ ntfy.sh ๅ…ฌๅ…ฑๆœๅŠกๅ’Œ่‡ชๆ‰˜็ฎกๆœๅŠกๅ™จ
  • ไฝฟ็”จๅœบๆ™ฏ๏ผš

    • ้€‚ๅˆ่ฟฝๆฑ‚้š็ง็š„็”จๆˆท๏ผˆๆ”ฏๆŒ่‡ชๆ‰˜็ฎก๏ผ‰
    • ่ทจๅนณๅฐๆŽจ้€๏ผˆiOSใ€Androidใ€Desktopใ€Web๏ผ‰
    • ๆ— ้œ€ๆณจๅ†Œ่ดฆๅท๏ผˆๅ…ฌๅ…ฑๆœๅŠกๅ™จ๏ผ‰
    • ๅผ€ๆบๅ…่ดน๏ผˆMIT ๅ่ฎฎ๏ผ‰
  • ๆ›ดๆ–ฐๆ็คบ๏ผš

    • ๅปบ่ฎฎไฝฟ็”จใ€ๅคง็‰ˆๆœฌๆ›ดๆ–ฐใ€‘

2025/09/26 - v2.3.2

  • ไฟฎๆญฃไบ†้‚ฎไปถ้€š็Ÿฅ้…็ฝฎๆฃ€ๆŸฅ่ขซ้—ๆผ็š„้—ฎ้ข˜๏ผˆ#88๏ผ‰

ไฟฎๅค่ฏดๆ˜Ž๏ผš

  • ่งฃๅ†ณไบ†ๅณไฝฟๆญฃ็กฎ้…็ฝฎ้‚ฎไปถ้€š็Ÿฅ๏ผŒ็ณป็ปŸไปๆ็คบ"ๆœช้…็ฝฎไปปไฝ•webhook"็š„้—ฎ้ข˜

2025/09/22 - v2.3.1

  • ๆ–ฐๅขž้‚ฎไปถๆŽจ้€ๅŠŸ่ƒฝ๏ผŒๆ”ฏๆŒๅฐ†็ƒญ็‚นๆ–ฐ้—ปๆŠฅๅ‘Šๅ‘้€ๅˆฐ้‚ฎ็ฎฑ
  • ๆ™บ่ƒฝ SMTP ่ฏ†ๅˆซ๏ผš่‡ชๅŠจ่ฏ†ๅˆซ Gmailใ€QQ้‚ฎ็ฎฑใ€Outlookใ€็ฝ‘ๆ˜“้‚ฎ็ฎฑ็ญ‰ 10+ ็ง้‚ฎ็ฎฑๆœๅŠกๅ•†้…็ฝฎ
  • HTML ็ฒพ็พŽๆ ผๅผ๏ผš้‚ฎไปถๅ†…ๅฎน้‡‡็”จไธŽ็ฝ‘้กต็‰ˆ็›ธๅŒ็š„ HTML ๆ ผๅผ๏ผŒๆŽ’็‰ˆ็ฒพ็พŽ๏ผŒ็งปๅŠจ็ซฏ้€‚้…
  • ๆ‰น้‡ๅ‘้€ๆ”ฏๆŒ๏ผšๆ”ฏๆŒๅคšไธชๆ”ถไปถไบบ๏ผŒ็”จ้€—ๅทๅˆ†้š”ๅณๅฏๅŒๆ—ถๅ‘้€็ป™ๅคšไบบ
  • ่‡ชๅฎšไน‰ SMTP๏ผšๅฏ่‡ชๅฎšไน‰ SMTP ๆœๅŠกๅ™จๅ’Œ็ซฏๅฃ
  • ไฟฎๅคDockerๆž„ๅปบ็ฝ‘็ปœ่ฟžๆŽฅ้—ฎ้ข˜

ไฝฟ็”จ่ฏดๆ˜Ž๏ผš

  • ้€‚็”จๅœบๆ™ฏ๏ผš้€‚ๅˆ้œ€่ฆ้‚ฎไปถๅฝ’ๆกฃใ€ๅ›ข้˜Ÿๅˆ†ไบซใ€ๅฎšๆ—ถๆŠฅๅ‘Š็š„็”จๆˆท
  • ๆ”ฏๆŒ้‚ฎ็ฎฑ๏ผšGmailใ€QQ้‚ฎ็ฎฑใ€Outlook/Hotmailใ€163/126้‚ฎ็ฎฑใ€ๆ–ฐๆตช้‚ฎ็ฎฑใ€ๆœ็‹้‚ฎ็ฎฑ็ญ‰

ๆ›ดๆ–ฐๆ็คบ๏ผš

  • ๆญคๆฌกๆ›ดๆ–ฐ็š„ๅ†…ๅฎนๆฏ”่พƒๅคš๏ผŒๅฆ‚ๆžœๆƒณๅ‡็บง๏ผŒๅปบ่ฎฎ้‡‡็”จใ€ๅคง็‰ˆๆœฌๅ‡็บงใ€‘

2025/09/17 - v2.2.0

  • ๆ–ฐๅขžไธ€้”ฎไฟๅญ˜ๆ–ฐ้—ปๅ›พ็‰‡ๅŠŸ่ƒฝ๏ผŒ่ฎฉไฝ ่ฝปๆพๅˆ†ไบซๅ…ณๆณจ็š„็ƒญ็‚น

ไฝฟ็”จ่ฏดๆ˜Ž๏ผš

  • ้€‚็”จๅœบๆ™ฏ๏ผšๅฝ“ไฝ ๆŒ‰็…งๆ•™็จ‹ๅผ€ๅฏไบ†็ฝ‘้กต็‰ˆๅŠŸ่ƒฝๅŽ(GitHub Pages)
  • ไฝฟ็”จๆ–นๆณ•๏ผš็”จๆ‰‹ๆœบๆˆ–็”ต่„‘ๆ‰“ๅผ€่ฏฅ็ฝ‘้กต้“พๆŽฅ๏ผŒ็‚นๅ‡ป้กต้ข้กถ้ƒจ็š„"ไฟๅญ˜ไธบๅ›พ็‰‡"ๆŒ‰้’ฎ
  • ๅฎž้™…ๆ•ˆๆžœ๏ผš็ณป็ปŸไผš่‡ชๅŠจๅฐ†ๅฝ“ๅ‰็š„ๆ–ฐ้—ปๆŠฅๅ‘Šๅˆถไฝœๆˆไธ€ๅผ ็ฒพ็พŽๅ›พ็‰‡๏ผŒไฟๅญ˜ๅˆฐไฝ ็š„ๆ‰‹ๆœบ็›ธๅ†Œๆˆ–็”ต่„‘ๆกŒ้ข
  • ๅˆ†ไบซไพฟๅˆฉ๏ผšไฝ ๅฏไปฅ็›ดๆŽฅๆŠŠ่ฟ™ๅผ ๅ›พ็‰‡ๅ‘็ป™ๆœ‹ๅ‹ใ€ๅ‘ๅˆฐๆœ‹ๅ‹ๅœˆ๏ผŒๆˆ–ๅˆ†ไบซๅˆฐๅทฅไฝœ็พค๏ผŒ่ฎฉๅˆซไบบไนŸ่ƒฝ็œ‹ๅˆฐไฝ ๅ‘็Žฐ็š„้‡่ฆ่ต„่ฎฏ

2025/09/13 - v2.1.2

  • ่งฃๅ†ณ้’‰้’‰็š„ๆŽจ้€ๅฎน้‡้™ๅˆถๅฏผ่‡ด็š„ๆ–ฐ้—ปๆŽจ้€ๅคฑ่ดฅ้—ฎ้ข˜(้‡‡็”จๅˆ†ๆ‰นๆŽจ้€)

2025/09/04 - v2.1.1

  • ไฟฎๅคdockerๅœจๆŸไบ›ๆžถๆž„ไธญๆ— ๆณ•ๆญฃๅธธ่ฟ่กŒ็š„้—ฎ้ข˜
  • ๆญฃๅผๅ‘ๅธƒๅฎ˜ๆ–น Docker ้•œๅƒ wantcat/trendradar๏ผŒๆ”ฏๆŒๅคšๆžถๆž„
  • ไผ˜ๅŒ– Docker ้ƒจ็ฝฒๆต็จ‹๏ผŒๆ— ้œ€ๆœฌๅœฐๆž„ๅปบๅณๅฏๅฟซ้€Ÿไฝฟ็”จ

2025/08/30 - v2.1.0

ๆ ธๅฟƒๆ”น่ฟ›๏ผš

  • ๆŽจ้€้€ป่พ‘ไผ˜ๅŒ–๏ผšไปŽ"ๆฏๆฌกๆ‰ง่กŒ้ƒฝๆŽจ้€"ๆ”นไธบ"ๆ—ถ้—ด็ช—ๅฃๅ†…ๅฏๆŽงๆŽจ้€"
  • ๆ—ถ้—ด็ช—ๅฃๆŽงๅˆถ๏ผšๅฏ่ฎพๅฎšๆŽจ้€ๆ—ถ้—ด่Œƒๅ›ด๏ผŒ้ฟๅ…้žๅทฅไฝœๆ—ถ้—ดๆ‰“ๆ‰ฐ
  • ๆŽจ้€้ข‘็އๅฏ้€‰๏ผšๆ—ถ้—ดๆฎตๅ†…ๆ”ฏๆŒๅ•ๆฌกๆŽจ้€ๆˆ–ๅคšๆฌกๆŽจ้€

ๆ›ดๆ–ฐๆ็คบ๏ผš

  • ๆœฌๅŠŸ่ƒฝ้ป˜่ฎคๅ…ณ้—ญ๏ผŒ้œ€ๆ‰‹ๅŠจๅœจ config.yaml ไธญๅผ€ๅฏๆŽจ้€ๆ—ถ้—ด็ช—ๅฃๆŽงๅˆถ
  • ๅ‡็บง้œ€ๅŒๆ—ถๆ›ดๆ–ฐ main.py ๅ’Œ config.yaml ไธคไธชๆ–‡ไปถ

2025/08/27 - v2.0.4

  • ๆœฌๆฌก็‰ˆๆœฌไธๆ˜ฏๅŠŸ่ƒฝไฟฎๅค๏ผŒ่€Œๆ˜ฏ้‡่ฆๆ้†’
  • ่ฏทๅŠกๅฟ…ๅฆฅๅ–„ไฟ็ฎกๅฅฝ webhooks๏ผŒไธ่ฆๅ…ฌๅผ€๏ผŒไธ่ฆๅ…ฌๅผ€๏ผŒไธ่ฆๅ…ฌๅผ€
  • ๅฆ‚ๆžœไฝ ไปฅ fork ็š„ๆ–นๅผๅฐ†ๆœฌ้กน็›ฎ้ƒจ็ฝฒๅœจ GitHub ไธŠ๏ผŒ่ฏทๅฐ† webhooks ๅกซๅ…ฅ GitHub Secret๏ผŒ่€Œ้ž config.yaml
  • ๅฆ‚ๆžœไฝ ๅทฒ็ปๆšด้œฒไบ† webhooks ๆˆ–ๅฐ†ๅ…ถๅกซๅ…ฅไบ† config.yaml๏ผŒๅปบ่ฎฎๅˆ ้™คๅŽ้‡ๆ–ฐ็”Ÿๆˆ

2025/08/06 - v2.0.3

  • ไผ˜ๅŒ– github page ็š„็ฝ‘้กต็‰ˆๆ•ˆๆžœ๏ผŒๆ–นไพฟ็งปๅŠจ็ซฏไฝฟ็”จ

2025/07/28 - v2.0.2

  • ้‡ๆž„ไปฃ็ 
  • ่งฃๅ†ณ็‰ˆๆœฌๅทๅฎนๆ˜“่ขซ้—ๆผไฟฎๆ”น็š„้—ฎ้ข˜

2025/07/27 - v2.0.1

ไฟฎๅค้—ฎ้ข˜:

  1. docker ็š„ shell ่„šๆœฌ็š„ๆข่กŒ็ฌฆไธบ CRLF ๅฏผ่‡ด็š„ๆ‰ง่กŒๅผ‚ๅธธ้—ฎ้ข˜
  2. frequency_words.txt ไธบ็ฉบๆ—ถ๏ผŒๅฏผ่‡ดๆ–ฐ้—ปๅ‘้€ไนŸไธบ็ฉบ็š„้€ป่พ‘้—ฎ้ข˜
  • ไฟฎๅคๅŽ๏ผŒๅฝ“ไฝ ้€‰ๆ‹ฉ frequency_words.txt ไธบ็ฉบๆ—ถ๏ผŒๅฐ†ๆŽจ้€ๆ‰€ๆœ‰ๆ–ฐ้—ป๏ผŒไฝ†ๅ—้™ไบŽๆถˆๆฏๆŽจ้€ๅคงๅฐ้™ๅˆถ๏ผŒ่ฏทๅšๅฆ‚ไธ‹่ฐƒๆ•ด
    • ๆ–นๆกˆไธ€๏ผšๅ…ณ้—ญๆ‰‹ๆœบๆŽจ้€๏ผŒๅช้€‰ๆ‹ฉ Github Pages ๅธƒ็ฝฎ(่ฟ™ๆ˜ฏ่ƒฝ่Žทๅพ—ๆœ€ๅฎŒๆ•ดไฟกๆฏ็š„ๆ–นๆกˆ๏ผŒๅฐ†ๆŠŠๆ‰€ๆœ‰ๅนณๅฐ็š„็ƒญ็‚นๆŒ‰็…งไฝ ่‡ชๅฎšไน‰็š„็ƒญๆœ็ฎ—ๆณ•่ฟ›่กŒ้‡ๆ–ฐๆŽ’ๅบ)
    • ๆ–นๆกˆไบŒ๏ผšๅ‡ๅฐ‘ๆŽจ้€ๅนณๅฐ๏ผŒไผ˜ๅ…ˆ้€‰ๆ‹ฉไผไธšๅพฎไฟกๆˆ–Telegram๏ผŒ่ฟ™ไธคไธชๆŽจ้€ๆˆ‘ๅšไบ†ๅˆ†ๆ‰นๆŽจ้€ๅŠŸ่ƒฝ(ๅ› ไธบๅˆ†ๆ‰นๆŽจ้€ๅฝฑๅ“ๆŽจ้€ไฝ“้ชŒ๏ผŒไธ”ๅชๆœ‰่ฟ™ไธคไธชๅนณๅฐๅช็ป™ไธ€็‚น็‚นๆŽจ้€ๅฎน้‡๏ผŒๆ‰€ไปฅๆ‰ไธๅพ—ๅทฒๅšไบ†ๅˆ†ๆ‰นๆŽจ้€ๅŠŸ่ƒฝ๏ผŒไฝ†่‡ณๅฐ‘่ƒฝไฟ่ฏ่Žทๅพ—็š„ไฟกๆฏๅฎŒๆ•ด)
    • ๆ–นๆกˆไธ‰๏ผšๅฏไธŽๆ–นๆกˆไบŒ็ป“ๅˆ๏ผŒๆจกๅผ้€‰ๆ‹ฉ current ๆˆ– incremental ๅฏๆœ‰ๆ•ˆๅ‡ๅฐ‘ไธ€ๆฌกๆ€งๆŽจ้€็š„ๅ†…ๅฎน

2025/07/17 - v2.0.0

้‡ๅคง้‡ๆž„๏ผš

  • ้…็ฝฎ็ฎก็†้‡ๆž„๏ผšๆ‰€ๆœ‰้…็ฝฎ็Žฐๅœจ้€š่ฟ‡ config/config.yaml ๆ–‡ไปถ็ฎก็†๏ผˆmain.py ๆˆ‘ไพๆ—งๆฒกๆ‹†ๅˆ†๏ผŒๆ–นไพฟไฝ ไปฌๅคๅˆถๅ‡็บง๏ผ‰
  • ่ฟ่กŒๆจกๅผๅ‡็บง๏ผšๆ”ฏๆŒไธ‰็งๆจกๅผ - daily๏ผˆๅฝ“ๆ—ฅๆฑ‡ๆ€ป๏ผ‰ใ€current๏ผˆๅฝ“ๅ‰ๆฆœๅ•๏ผ‰ใ€incremental๏ผˆๅขž้‡็›‘ๆŽง๏ผ‰
  • Docker ๆ”ฏๆŒ๏ผšๅฎŒๆ•ด็š„ Docker ้ƒจ็ฝฒๆ–นๆกˆ๏ผŒๆ”ฏๆŒๅฎนๅ™จๅŒ–่ฟ่กŒ

้…็ฝฎๆ–‡ไปถ่ฏดๆ˜Ž๏ผš

  • config/config.yaml - ไธป้…็ฝฎๆ–‡ไปถ๏ผˆๅบ”็”จ่ฎพ็ฝฎใ€็ˆฌ่™ซ้…็ฝฎใ€้€š็Ÿฅ้…็ฝฎใ€ๅนณๅฐ้…็ฝฎ็ญ‰๏ผ‰
  • config/frequency_words.txt - ๅ…ณ้”ฎ่ฏ้…็ฝฎ๏ผˆ็›‘ๆŽง่ฏๆฑ‡่ฎพ็ฝฎ๏ผ‰

2025/07/09 - v1.4.1

ๅŠŸ่ƒฝๆ–ฐๅขž๏ผšๅขžๅŠ ๅขž้‡ๆŽจ้€(ๅœจ main.py ๅคด้ƒจ้…็ฝฎ FOCUS_NEW_ONLY)๏ผŒ่ฏฅๅผ€ๅ…ณๅชๅ…ณๅฟƒๆ–ฐ่ฏ้ข˜่€Œ้žๆŒ็ปญ็ƒญๅบฆ๏ผŒๅชๅœจๆœ‰ๆ–ฐๅ†…ๅฎนๆ—ถๆ‰ๅ‘้€š็Ÿฅใ€‚

ไฟฎๅค้—ฎ้ข˜: ๆŸไบ›ๆƒ…ๅ†ตไธ‹๏ผŒ็”ฑไบŽๆ–ฐ้—ปๆœฌ่บซๅซๆœ‰็‰นๆฎŠ็ฌฆๅทๅฏผ่‡ด็š„ๅถๅ‘ๆ€งๆŽ’็‰ˆๅผ‚ๅธธใ€‚

2025/06/23 - v1.3.0

ไผไธšๅพฎไฟก ๅ’Œ Telegram ็š„ๆŽจ้€ๆถˆๆฏๆœ‰้•ฟๅบฆ้™ๅˆถ๏ผŒๅฏนๆญคๆˆ‘้‡‡็”จๅฐ†ๆถˆๆฏๆ‹†ๅˆ†ๆŽจ้€็š„ๆ–นๅผใ€‚ๅผ€ๅ‘ๆ–‡ๆกฃ่ฏฆ่งไผไธšๅพฎไฟก ๅ’Œ Telegram

2025/06/21 - v1.2.1

ๅœจๆœฌ็‰ˆๆœฌไน‹ๅ‰็š„ๆ—ง็‰ˆๆœฌ๏ผŒไธไป… main.py ้œ€่ฆๅคๅˆถๆ›ฟๆข๏ผŒ crawler.yml ไนŸ้œ€่ฆไฝ ๅคๅˆถๆ›ฟๆข https://github.com/sansan0/TrendRadar/blob/master/.github/workflows/crawler.yml

2025/06/19 - v1.2.0

ๆ„Ÿ่ฐข claude research ๆ•ด็†็š„ๅ„ๅนณๅฐ api ,่ฎฉๆˆ‘ๅฟซ้€ŸๅฎŒๆˆๅ„ๅนณๅฐ้€‚้…๏ผˆ่™ฝ็„ถไปฃ็ ๆ›ดๅคšๅ†—ไฝ™ไบ†~

  1. ๆ”ฏๆŒ telegram ๏ผŒไผไธšๅพฎไฟก๏ผŒ้’‰้’‰ๆŽจ้€ๆธ ้“, ๆ”ฏๆŒๅคšๆธ ้“้…็ฝฎๅ’ŒๅŒๆ—ถๆŽจ้€

2025/06/18 - v1.1.0

200 starโญ ไบ†, ็ปง็ปญ็ป™ๅคงไผ™ๅ„ฟๅŠฉๅ…ด~่ฟ‘ๆœŸ๏ผŒๅœจๆˆ‘็š„"ๆ€‚ๆฟ"ไธ‹๏ผŒๆŒบๅคšไบบๅœจๆˆ‘ๅ…ฌไผ—ๅท็‚น่ตžๅˆ†ไบซๆŽจ่ๅŠฉๅŠ›ไบ†ๆˆ‘๏ผŒๆˆ‘้ƒฝๅœจๅŽๅฐ็œ‹่งไบ†ๅ…ทไฝ“่ดฆๅท็š„้ผ“ๅŠฑๆ•ฐๆฎ๏ผŒๅพˆๅคš้ƒฝๆˆไบ†ๅคฉไฝฟ่ฝฎ่€็ฒ‰๏ผˆๆˆ‘็Žฉๅ…ฌไผ—ๅทๆ‰ไธ€ไธชๅคšๆœˆ๏ผŒ่™ฝ็„ถๆณจๅ†Œๆ˜ฏไธƒๅ…ซๅนดๅ‰็š„ไบ‹ไบ†ๅ“ˆๅ“ˆ๏ผŒๅฑžไบŽไธŠ่ฝฆๆ—ฉ๏ผŒๅ‘่ฝฆๆ™š๏ผ‰๏ผŒไฝ†ๅ› ไธบไฝ ไปฌๆฒกๆœ‰็•™่จ€ๆˆ–็งไฟกๆˆ‘๏ผŒๆ‰€ไปฅๆˆ‘ไนŸๆ— ๆณ•ไธ€ไธ€ๅ›žๅบ”ๅนถๆ„Ÿ่ฐขๆ”ฏๆŒ๏ผŒๅœจๆญคไธ€ๅนถ่ฐข่ฐข๏ผ

  1. ้‡่ฆ็š„ๆ›ดๆ–ฐ๏ผŒๅŠ ไบ†ๆƒ้‡๏ผŒไฝ ็Žฐๅœจ็œ‹ๅˆฐ็š„ๆ–ฐ้—ป้ƒฝๆ˜ฏๆœ€็ƒญ็‚นๆœ€ๆœ‰ๅ…ณๆณจๅบฆ็š„ๅ‡บ็Žฐๅœจๆœ€ไธŠ้ข
  2. ๆ›ดๆ–ฐๆ–‡ๆกฃไฝฟ็”จ๏ผŒๅ› ไธบ่ฟ‘ๆœŸๆ›ดๆ–ฐไบ†ๅพˆๅคšๅŠŸ่ƒฝ๏ผŒ่€Œไธ”ไน‹ๅ‰็š„ไฝฟ็”จๆ–‡ๆกฃๆˆ‘ๅทๆ‡’ๅ†™็š„็ฎ€ๅ•๏ผˆ่งไธ‹้ข็š„ โš™๏ธ frequency_words.txt ้…็ฝฎๅฎŒๆ•ดๆ•™็จ‹๏ผ‰

2025/06/16 - v1.0.0

  1. ๅขžๅŠ ไบ†ไธ€ไธช้กน็›ฎๆ–ฐ็‰ˆๆœฌๆ›ดๆ–ฐๆ็คบ๏ผŒ้ป˜่ฎคๆ‰“ๅผ€๏ผŒๅฆ‚่ฆๅ…ณๆމ๏ผŒๅฏไปฅๅœจ main.py ไธญๆŠŠ "FEISHU_SHOW_VERSION_UPDATE": True ไธญ็š„ True ๆ”นๆˆ False ๅณๅฏ

2025/06/13+14

  1. ๅŽปๆމไบ†ๅ…ผๅฎนไปฃ็ ๏ผŒไน‹ๅ‰ fork ็š„ๅŒๅญฆ๏ผŒ็›ดๆŽฅๅคๅˆถไปฃ็ ไผšๅœจๅฝ“ๅคฉๆ˜พ็คบๅผ‚ๅธธ๏ผˆ็ฌฌไบŒๅคฉไผšๆขๅคๆญฃๅธธ๏ผ‰
  2. feishu ๅ’Œ html ๅบ•้ƒจๅขžๅŠ ไธ€ไธชๆ–ฐๅขžๆ–ฐ้—ปๆ˜พ็คบ

2025/06/09

100 starโญ ไบ†๏ผŒๅ†™ไธชๅฐๅŠŸ่ƒฝ็ป™ๅคงไผ™ๅ„ฟๅŠฉๅŠฉๅ…ด frequency_words.txt ๆ–‡ไปถๅขžๅŠ ไบ†ไธ€ไธชใ€ๅฟ…้กป่ฏใ€‘ๅŠŸ่ƒฝ๏ผŒไฝฟ็”จ + ๅท

  1. ๅฟ…้กป่ฏ่ฏญๆณ•ๅฆ‚ไธ‹๏ผš
    ๅ”ๅƒงๆˆ–่€…็Œชๅ…ซๆˆ’ๅฟ…้กปๅœจๆ ‡้ข˜้‡ŒๅŒๆ—ถๅ‡บ็Žฐ๏ผŒๆ‰ไผšๆ”ถๅฝ•ๅˆฐๆŽจ้€ๆ–ฐ้—ปไธญ
+ๅ”ๅƒง
+็Œชๅ…ซๆˆ’
  1. ่ฟ‡ๆปค่ฏ็š„ไผ˜ๅ…ˆ็บงๆ›ด้ซ˜๏ผš
    ๅฆ‚ๆžœๆ ‡้ข˜ไธญ่ฟ‡ๆปค่ฏๅŒน้…ๅˆฐๅ”ๅƒงๅฟต็ป๏ผŒ้‚ฃไนˆๅณไฝฟๅฟ…้กป่ฏ้‡Œๆœ‰ๅ”ๅƒง๏ผŒไนŸไธๆ˜พ็คบ
+ๅ”ๅƒง
!ๅ”ๅƒงๅฟต็ป

2025/06/02

  1. ็ฝ‘้กตๅ’Œ้ฃžไนฆๆถˆๆฏๆ”ฏๆŒๆ‰‹ๆœบ็›ดๆŽฅ่ทณ่ฝฌ่ฏฆๆƒ…ๆ–ฐ้—ป
  2. ไผ˜ๅŒ–ๆ˜พ็คบๆ•ˆๆžœ + 1

2025/05/26

  1. ้ฃžไนฆๆถˆๆฏๆ˜พ็คบๆ•ˆๆžœไผ˜ๅŒ–
ไผ˜ๅŒ–ๅ‰
้ฃžไนฆๆถˆๆฏ็•Œ้ข - ไผ˜ๅŒ–ๅ‰
ไผ˜ๅŒ–ๅŽ
้ฃžไนฆๆถˆๆฏ็•Œ้ข - ไผ˜ๅŒ–ๅŽ

โœจ ๆ ธๅฟƒๅŠŸ่ƒฝ

ๅ…จ็ฝ‘็ƒญ็‚น่šๅˆ

  • ็ŸฅไนŽ
  • ๆŠ–้Ÿณ
  • bilibili ็ƒญๆœ
  • ๅŽๅฐ”่ก—่ง้—ป
  • ่ดดๅง
  • ็™พๅบฆ็ƒญๆœ
  • ่ดข่”็คพ็ƒญ้—จ
  • ๆพŽๆนƒๆ–ฐ้—ป
  • ๅ‡คๅ‡ฐ็ฝ‘
  • ไปŠๆ—ฅๅคดๆก
  • ๅพฎๅš

้ป˜่ฎค็›‘ๆŽง 11 ไธชไธปๆตๅนณๅฐ๏ผŒไนŸๅฏ่‡ช่กŒๅขžๅŠ ้ขๅค–็š„ๅนณๅฐ

๐Ÿ’ก ่ฏฆ็ป†้…็ฝฎๆ•™็จ‹่ง ้…็ฝฎ่ฏฆ่งฃ - ๅนณๅฐ้…็ฝฎ

RSS ่ฎข้˜…ๆบๆ”ฏๆŒ๏ผˆv4.5.0 ๆ–ฐๅขž๏ผ‰

ๆ”ฏๆŒ RSS/Atom ่ฎข้˜…ๆบๆŠ“ๅ–๏ผŒๆŒ‰ๅ…ณ้”ฎ่ฏๅˆ†็ป„็ปŸ่ฎก๏ผˆไธŽ็ƒญๆฆœๆ ผๅผไธ€่‡ด๏ผ‰๏ผš

  • ็ปŸไธ€ๆ ผๅผ๏ผšRSS ไธŽ็ƒญๆฆœไฝฟ็”จ็›ธๅŒ็š„ๅ…ณ้”ฎ่ฏๅŒน้…ๅ’Œๆ˜พ็คบๆ ผๅผ
  • ็ฎ€ๅ•้…็ฝฎ๏ผš็›ดๆŽฅๅœจ config.yaml ไธญๆทปๅŠ  RSS ๆบ
  • ๅˆๅนถๆŽจ้€๏ผš็ƒญๆฆœๅ’Œ RSS ๅˆๅนถไธบไธ€ๆกๆถˆๆฏๆŽจ้€
  • ๆ–ฐ้ฒœๅบฆ่ฟ‡ๆปค๏ผš่‡ชๅŠจ่ฟ‡ๆปค่ถ…่ฟ‡ๆŒ‡ๅฎšๅคฉๆ•ฐ็š„ๆ—งๆ–‡็ซ ๏ผŒ้ฟๅ…้‡ๅคๆŽจ้€ใ€‚ๆ”ฏๆŒๅ…จๅฑ€้ป˜่ฎคๅคฉๆ•ฐๅ’Œๅ•ๆบ็‹ฌ็ซ‹่ฎพ็ฝฎ

๐Ÿ’ก RSS ไฝฟ็”จไธŽ็ƒญๆฆœ็›ธๅŒ็š„ frequency_words.txt ่ฟ›่กŒๅ…ณ้”ฎ่ฏ่ฟ‡ๆปค

ๅฏ่ง†ๅŒ–้…็ฝฎ็ผ–่พ‘ๅ™จ

ๆไพ›ๅŸบไบŽ Web ็š„ๅ›พๅฝขๅŒ–้…็ฝฎ็•Œ้ข๏ผŒๆ— ้œ€ๆ‰‹ๅŠจ็ผ–่พ‘ YAML ๆ–‡ไปถ๏ผŒ้€š่ฟ‡่กจๅ•ๅณๅฏๅฎŒๆˆๆ‰€ๆœ‰้…็ฝฎ้กน็š„ไฟฎๆ”นไธŽๅฏผๅ‡บใ€‚

๐Ÿ‘‰ ๅœจ็บฟไฝ“้ชŒ๏ผšhttps://sansan0.github.io/TrendRadar/

ๅฏ่ง†ๅŒ–้…็ฝฎ็ผ–่พ‘ๅ™จ

ๆ™บ่ƒฝๆŽจ้€็ญ–็•ฅ

ไธ‰็งๆŽจ้€ๆจกๅผ๏ผš

ๆจกๅผ ้€‚็”จๅœบๆ™ฏ ๆŽจ้€็‰น็‚น
ๅฝ“ๆ—ฅๆฑ‡ๆ€ป (daily) ไผไธš็ฎก็†่€…/ๆ™ฎ้€š็”จๆˆท ๆŒ‰ๆ—ถๆŽจ้€ๅฝ“ๆ—ฅๆ‰€ๆœ‰ๅŒน้…ๆ–ฐ้—ป๏ผˆไผšๅŒ…ๅซไน‹ๅ‰ๆŽจ้€่ฟ‡็š„๏ผ‰
ๅฝ“ๅ‰ๆฆœๅ• (current) ่‡ชๅช’ไฝ“ไบบ/ๅ†…ๅฎนๅˆ›ไฝœ่€… ๆŒ‰ๆ—ถๆŽจ้€ๅฝ“ๅ‰ๆฆœๅ•ๅŒน้…ๆ–ฐ้—ป๏ผˆๆŒ็ปญๅœจๆฆœ็š„ๆฏๆฌก้ƒฝๅ‡บ็Žฐ๏ผ‰
ๅขž้‡็›‘ๆŽง (incremental) ๆŠ•่ต„่€…/ไบคๆ˜“ๅ‘˜ ไป…ๆŽจ้€ๆ–ฐๅขžๅ†…ๅฎน๏ผŒ้›ถ้‡ๅค

๐Ÿ’ก ๅฟซ้€Ÿ้€‰ๆ‹ฉๆŒ‡ๅ—๏ผš

  • ไธๆƒณ็œ‹ๅˆฐ้‡ๅคๆ–ฐ้—ป โ†’ ็”จ incremental๏ผˆๅขž้‡็›‘ๆŽง๏ผ‰
  • ๆƒณ็œ‹ๅฎŒๆ•ดๆฆœๅ•่ถ‹ๅŠฟ โ†’ ็”จ current๏ผˆๅฝ“ๅ‰ๆฆœๅ•๏ผ‰
  • ้œ€่ฆๆฏๆ—ฅๆฑ‡ๆ€ปๆŠฅๅ‘Š โ†’ ็”จ daily๏ผˆๅฝ“ๆ—ฅๆฑ‡ๆ€ป๏ผ‰

่ฏฆ็ป†ๅฏนๆฏ”ๅ’Œ้…็ฝฎๆ•™็จ‹่ง ้…็ฝฎ่ฏฆ่งฃ - ๆŽจ้€ๆจกๅผ่ฏฆ่งฃ

้™„ๅŠ ๅŠŸ่ƒฝ๏ผˆๅฏ้€‰๏ผ‰๏ผš

ๅŠŸ่ƒฝ ่ฏดๆ˜Ž ้ป˜่ฎค
่ฐƒๅบฆ็ณป็ปŸ ๆŒ‰ๅ‘จไธ€ๅˆฐๅ‘จๆ—ฅ้€ๆ—ฅ็ผ–ๆŽ’๏ผšไธบๆฏๅคฉๅˆ†้…ไธๅŒๆ—ถ้—ดๆฎตใ€ๆŽจ้€ๆจกๅผๅ’Œ AI ๅˆ†ๆž็ญ–็•ฅใ€‚ๆฏไธชๆ—ถๆฎตๅฏ็‹ฌ็ซ‹่ฎพ็ฝฎ็ญ›้€‰ๆ–นๅผ๏ผˆๅ…ณ้”ฎ่ฏ/AI๏ผ‰ๅ’Œๅ…ณๆณจๆ–นๅ‘๏ผŒๅฎž็ŽฐไธๅŒๆ—ถ้—ด็œ‹ไธๅŒ็ฑปๅž‹ๆ–ฐ้—ปใ€‚ๅ†…็ฝฎ 5 ็ง้ข„่ฎพ๏ผˆalways_on / morning_evening / office_hours / night_owl / custom๏ผ‰๏ผŒไนŸๅฏ่‡ชๅฎšไน‰ใ€‚ๆ”ฏๆŒๅทฅไฝœๆ—ฅ/ๅ‘จๆœซๅทฎๅผ‚ๅŒ–ใ€่ทจๅˆๅคœๆ—ถๆฎตใ€per-period ๅŽป้‡ใ€ๆ—ถๆฎตๅ†ฒ็ชๆฃ€ๆต‹๏ผˆv6.0.0 + v6.5.0๏ผ‰ morning_evening
ๅ†…ๅฎน้กบๅบ้…็ฝฎ ้€š่ฟ‡ display.region_order ่ฐƒๆ•ดๅ„ๅŒบๅŸŸ๏ผˆ็ƒญๆฆœใ€ๆ–ฐๅขž็ƒญ็‚นใ€RSSใ€็‹ฌ็ซ‹ๅฑ•็คบๅŒบใ€AI ๅˆ†ๆž๏ผ‰็š„ๆ˜พ็คบ้กบๅบ๏ผ›้€š่ฟ‡ display.regions ๆŽงๅˆถๅ„ๅŒบๅŸŸๆ˜ฏๅฆๆ˜พ็คบ๏ผˆv5.2.0๏ผ‰ ่ง้…็ฝฎๆ–‡ไปถ
ๆ˜พ็คบๆจกๅผๅˆ‡ๆข keyword=ๆŒ‰ๅ…ณ้”ฎ่ฏๅˆ†็ป„๏ผŒplatform=ๆŒ‰ๅนณๅฐๅˆ†็ป„๏ผˆv4.6.0 ๆ–ฐๅขž๏ผ‰ keyword

๐Ÿ’ก ่ฏฆ็ป†้…็ฝฎๆ•™็จ‹่ง ๆŽจ้€ๅ†…ๅฎนๆ€Žไนˆๆ˜พ็คบ๏ผŸ ๅ’Œ ไป€ไนˆๆ—ถๅ€™็ป™ๆˆ‘ๆŽจ้€๏ผŸ

็ฒพๅ‡†ๅ†…ๅฎน็ญ›้€‰

่ฎพ็ฝฎไธชไบบๅ…ณ้”ฎ่ฏ๏ผˆๅฆ‚๏ผšAIใ€ๆฏ”ไบš่ฟชใ€ๆ•™่‚ฒๆ”ฟ็ญ–๏ผ‰๏ผŒๅชๆŽจ้€็›ธๅ…ณ็ƒญ็‚น๏ผŒ่ฟ‡ๆปคๆ— ๅ…ณไฟกๆฏ

๐Ÿ’ก ๅŸบ็ก€้…็ฝฎๆ•™็จ‹๏ผšๅ…ณ้”ฎ่ฏ้…็ฝฎ - ๅŸบ็ก€่ฏญๆณ•

๐Ÿ’ก ้ซ˜็บง้…็ฝฎๆ•™็จ‹๏ผšๅ…ณ้”ฎ่ฏ้…็ฝฎ - ้ซ˜็บง้…็ฝฎ

๐Ÿ’ก ไนŸๅฏไปฅไธๅš็ญ›้€‰๏ผŒๅฎŒๆ•ดๆŽจ้€ๆ‰€ๆœ‰็ƒญ็‚น๏ผˆๅฐ† frequency_words.txt ็•™็ฉบ๏ผ‰

AI ๆ™บ่ƒฝ็ญ›้€‰ๆ–ฐ้—ป๏ผˆv6.5.0 ๆ–ฐๅขž๏ผ‰

็”จ่‡ช็„ถ่ฏญ่จ€ๆ่ฟฐไฝ ็š„ๅ…ด่ถฃ๏ผŒAI ่‡ชๅŠจๅˆ†็ฑปๆ–ฐ้—ป๏ผŒๆ›ฟไปฃไผ ็ปŸๅ…ณ้”ฎ่ฏๅŒน้…

  • ่‡ช็„ถ่ฏญ่จ€ๅ…ด่ถฃๆ่ฟฐ๏ผšๅœจ ai_interests.txt ไธญ็”จๆ—ฅๅธธ่ฏญ่จ€ๅ†™ไธ‹ๅ…ณๆณจๆ–นๅ‘๏ผŒๆ— ้œ€ๅญฆไน ๅ…ณ้”ฎ่ฏ่ฏญๆณ•
  • ไธค้˜ถๆฎตๆ™บ่ƒฝๅค„็†๏ผšAI ๅ…ˆไปŽๅ…ด่ถฃๆ่ฟฐๆๅ–็ป“ๆž„ๅŒ–ๆ ‡็ญพ๏ผŒๅ†ๅฏนๆ–ฐ้—ปๆŒ‰ๆ ‡็ญพๆ‰น้‡ๅˆ†็ฑปๆ‰“ๅˆ†
  • ๅˆ†ๆ•ฐ้˜ˆๅ€ผๆŽงๅˆถ๏ผš้€š่ฟ‡ ai_filter.min_score ็ฒพ็กฎๆŽงๅˆถๆŽจ้€่ดจ้‡๏ผŒๅชๆŽจ้€้ซ˜็›ธๅ…ณๅบฆๆ–ฐ้—ป
  • ่‡ชๅŠจๅ›ž้€€ไฟ้šœ๏ผšAI ็ญ›้€‰ๅคฑ่ดฅๆ—ถ่‡ชๅŠจๅ›ž้€€ๅˆฐๅ…ณ้”ฎ่ฏๅŒน้…๏ผŒ็กฎไฟๆŽจ้€ไธไธญๆ–ญ
  • ๆ™บ่ƒฝๆ ‡็ญพๆ›ดๆ–ฐ๏ผšๅ…ด่ถฃๅ˜ๆ›ดๆ—ถ AI ่‡ชๅŠจ่ฏ„ไผฐๅ˜ๅŒ–ๅน…ๅบฆ๏ผŒๅ†ณๅฎšๅขž้‡ๆˆ–ๅ…จ้‡้‡ๅˆ†็ฑป
  • ็ตๆดปๅˆ‡ๆข๏ผšfilter.method ๆ”ฏๆŒ keyword๏ผˆ้ป˜่ฎค๏ผ‰ๅ’Œ ai ไธค็งๆจกๅผ๏ผŒTimeline ๅฏๆŒ‰ๆ—ถๆฎต่ฆ†็›–
  • ๅˆ†ๆ—ถๆฎตไธชๆ€งๅŒ–๏ผšไธๅŒๆ—ถ้—ดๆฎตๅฏไปฅไฝฟ็”จไธๅŒ็š„ๅ…ณ้”ฎ่ฏๆ–‡ไปถๆˆ– AI ๅ…ด่ถฃๆ่ฟฐใ€‚ไพ‹ๅฆ‚ๆ—ฉไธŠ็”จ"็ง‘ๆŠ€่ฏๅบ“"ๅฟซ้€Ÿ่ฟ‡ๆปค๏ผŒๆ™šไธŠๆขๆˆ"้‡‘่žๅ…ด่ถฃ"ๅš AI ๆทฑๅบฆ็ญ›้€‰
# config.yaml ๅฟซ้€Ÿๅฏ็”จ็คบไพ‹
filter:
  method: ai          # keyword๏ผˆ้ป˜่ฎค๏ผ‰| ai
ai_filter:
  min_score: 6         # ๆŽจ้€ๆœ€ไฝŽๅˆ†ๆ•ฐ้˜ˆๅ€ผ๏ผˆ1-10๏ผ‰

๐Ÿ’ก AI ็ญ›้€‰ไธŽ AI ๅˆ†ๆž/็ฟป่ฏ‘ๅ…ฑไบซๆจกๅž‹้…็ฝฎ๏ผŒๅช้œ€้…็ฝฎไธ€ๆฌก ai.api_key

็ƒญ็‚น่ถ‹ๅŠฟๅˆ†ๆž

ๅฎžๆ—ถ่ฟฝ่ธชๆ–ฐ้—ป็ƒญๅบฆๅ˜ๅŒ–๏ผŒ่ฎฉไฝ ไธไป…็Ÿฅ้“"ไป€ไนˆๅœจ็ƒญๆœ"๏ผŒๆ›ดไบ†่งฃ"็ƒญ็‚นๅฆ‚ไฝ•ๆผ”ๅ˜"

  • ๆ—ถ้—ด่ฝด่ฟฝ่ธช๏ผš่ฎฐๅฝ•ๆฏๆกๆ–ฐ้—ปไปŽ้ฆ–ๆฌกๅ‡บ็Žฐๅˆฐๆœ€ๅŽๅ‡บ็Žฐ็š„ๅฎŒๆ•ดๆ—ถ้—ด่ทจๅบฆ
  • ็ƒญๅบฆๅ˜ๅŒ–๏ผš็ปŸ่ฎกๆ–ฐ้—ปๅœจไธๅŒๆ—ถ้—ดๆฎต็š„ๆŽ’ๅๅ˜ๅŒ–ๅ’Œๅ‡บ็Žฐ้ข‘ๆฌก
  • ๆ–ฐๅขžๆฃ€ๆต‹๏ผšๅฎžๆ—ถ่ฏ†ๅˆซๆ–ฐๅ‡บ็Žฐ็š„็ƒญ็‚น่ฏ้ข˜๏ผŒ็”จ๐Ÿ†•ๆ ‡่ฎฐ็ฌฌไธ€ๆ—ถ้—ดๆ้†’
  • ๆŒ็ปญๆ€งๅˆ†ๆž๏ผšๅŒบๅˆ†ไธ€ๆฌกๆ€ง็ƒญ็‚น่ฏ้ข˜ๅ’ŒๆŒ็ปญๅ‘้…ต็š„ๆทฑๅบฆๆ–ฐ้—ป
  • ่ทจๅนณๅฐๅฏนๆฏ”๏ผšๅŒไธ€ๆ–ฐ้—ปๅœจไธๅŒๅนณๅฐ็š„ๆŽ’ๅ่กจ็Žฐ๏ผŒ็œ‹ๅ‡บๅช’ไฝ“ๅ…ณๆณจๅบฆๅทฎๅผ‚

๐Ÿ’ก ๆŽจ้€ๆ ผๅผ่ฏดๆ˜Ž่ง ๆถˆๆฏๆ ทๅผ่ฏดๆ˜Ž

ไธชๆ€งๅŒ–็ƒญ็‚น็ฎ—ๆณ•

ไธๅ†่ขซๅ„ไธชๅนณๅฐ็š„็ฎ—ๆณ•็‰ต็€่ตฐ๏ผŒTrendRadar ไผš้‡ๆ–ฐๆ•ด็†ๅ…จ็ฝ‘็ƒญๆœ

๐Ÿ’ก ไธ‰ไธชๆฏ”ไพ‹ๅฏไปฅ่ฐƒๆ•ด๏ผŒ่ฏฆ่ง ้…็ฝฎ่ฏฆ่งฃ - ็ƒญ็‚นๆƒ้‡่ฐƒๆ•ด

ๅคšๆธ ้“ๅคš่ดฆๅทๆŽจ้€

ๆ”ฏๆŒไผไธšๅพฎไฟก(+ ๅพฎไฟกๆŽจ้€ๆ–นๆกˆ)ใ€้ฃžไนฆใ€้’‰้’‰ใ€Telegramใ€้‚ฎไปถใ€ntfyใ€Barkใ€Slackใ€้€š็”จ Webhook๏ผˆๅฏๅฏนๆŽฅ Discordใ€IFTTT ็ญ‰ไปปๆ„ๅนณๅฐ๏ผ‰๏ผŒๆถˆๆฏ็›ด่พพๆ‰‹ๆœบๅ’Œ้‚ฎ็ฎฑ

๐Ÿ’ก ่ฏฆ็ป†้…็ฝฎๆ•™็จ‹่ง ๆŽจ้€ๅˆฐๅคšไธช็พค/่ฎพๅค‡

AI ๅคš่ฏญ่จ€็ฟป่ฏ‘๏ผˆv5.2.0 ๆ–ฐๅขž๏ผ‰

ๅฐ†ๆŽจ้€ๅ†…ๅฎน็ฟป่ฏ‘ไธบไปปๆ„่ฏญ่จ€๏ผŒๆ‰“็ ด่ฏญ่จ€ๅฃๅž’๏ผŒๆ— ่ฎบๆ˜ฏ้˜…่ฏปๅ›ฝๅ†…็ƒญ็‚น่ฟ˜ๆ˜ฏ้€š่ฟ‡ RSS ่ฎข้˜…ๆตทๅค–่ต„่ฎฏ๏ผŒ้ƒฝ่ƒฝไปฅๆฏ่ฏญ่ฝปๆพ่Žทๅ–

  • ไธ€้”ฎ็ฟป่ฏ‘๏ผšๅœจ config.yaml ไธญ่ฎพ็ฝฎ ai_translation.enabled: true ๅ’Œ็›ฎๆ ‡่ฏญ่จ€ๅณๅฏ
  • ๅคš่ฏญ่จ€ๆ”ฏๆŒ๏ผšๆ”ฏๆŒ Englishใ€Koreanใ€Japaneseใ€French ็ญ‰ไปปๆ„่ฏญ่จ€
  • ๆ™บ่ƒฝๆ‰น้‡ๅค„็†๏ผš่‡ชๅŠจๆ‰น้‡็ฟป่ฏ‘๏ผŒๅ‡ๅฐ‘ API ่ฐƒ็”จๆฌกๆ•ฐ๏ผŒ่Š‚็œๆˆๆœฌ
  • ่‡ชๅฎšไน‰้ฃŽๆ ผ๏ผš้€š่ฟ‡ ai_translation_prompt.txt ่‡ชๅฎšไน‰็ฟป่ฏ‘้ฃŽๆ ผๅ’Œๆœฏ่ฏญ
  • ๅ…ฑไบซๆจกๅž‹้…็ฝฎ๏ผšไธŽ AI ๅˆ†ๆžๅŠŸ่ƒฝๅ…ฑ็”จ ai ้…็ฝฎๆฎต็š„ๆจกๅž‹่ฎพ็ฝฎ
# config.yaml ๅฟซ้€Ÿๅฏ็”จ็คบไพ‹
ai_translation:
  enabled: true
  language: "English"  # ็ฟป่ฏ‘็›ฎๆ ‡่ฏญ่จ€

๐Ÿ’ก ็ฟป่ฏ‘ๅŠŸ่ƒฝไธŽ AI ๅˆ†ๆžๅŠŸ่ƒฝๅ…ฑไบซๆจกๅž‹้…็ฝฎ๏ผŒๅช้œ€้…็ฝฎไธ€ๆฌก ai.api_key ๅณๅฏๅŒๆ—ถไฝฟ็”จไธคไธชๅŠŸ่ƒฝ

RSS ๆบๅ‚่€ƒ๏ผšไปฅไธ‹ๆ˜ฏไธ€ไบ› RSS ่ฎข้˜…ๆบๅˆ้›†๏ผŒๅฏๆŒ‰้œ€้€‰็”จ

  • awesome-tech-rss - ็ง‘ๆŠ€ใ€ๅˆ›ไธšใ€็ผ–็จ‹้ข†ๅŸŸๅšๅฎขๅ’Œๅช’ไฝ“
  • awesome-rss-feeds - ไธ–็•Œๅ„ๅ›ฝไธปๆตๆ–ฐ้—ปๅช’ไฝ“ RSS ๅˆ้›†

โš ๏ธ ้ƒจๅˆ†ๆตทๅค–ๅช’ไฝ“ๅ†…ๅฎนๅฏ่ƒฝๆถ‰ๅŠๆ•ๆ„Ÿ่ฏ้ข˜๏ผŒAI ๆจกๅž‹ๅฏ่ƒฝๆ‹’็ป็ฟป่ฏ‘๏ผŒๅปบ่ฎฎๆ นๆฎๅฎž้™…้œ€ๆฑ‚็ญ›้€‰่ฎข้˜…ๆบ

HTML ๆŠฅๅ‘Šๆต่งˆๅ™จๅขžๅผบ๏ผˆv6.6.0 ๆ–ฐๅขž๏ผ‰

ๅœจๆต่งˆๅ™จไธญๆ‰“ๅผ€ๆŽจ้€็š„ HTML ๆŠฅๅ‘Š๏ผŒ่‡ชๅŠจ่งฃ้”ๅขžๅผบไฝ“้ชŒ๏ผˆ้‚ฎไปถๅฎขๆˆท็ซฏไธๅ—ๅฝฑๅ“๏ผ‰๏ผš

  • ๅฎฝๅฑๆจกๅผ๏ผšๆกŒ้ข็ซฏ่‡ชๅŠจๅˆ‡ๆข 1200px ๅฎฝๅฑๅธƒๅฑ€๏ผŒๅ……ๅˆ†ๅˆฉ็”จๅฑๅน•็ฉบ้—ด
  • Tab ๅฟซ้€Ÿๅˆ‡ๆข๏ผšๅ…ณ้”ฎ่ฏๅˆ†็ป„ๅ’Œ็‹ฌ็ซ‹ๅฑ•ๅŒบๅ‡ๆ”ฏๆŒ Tab ๅฏผ่ˆช๏ผŒๅ‘Šๅˆซ้•ฟ้กต้ข็ฟปๆปš
  • ๆš—่‰ฒๆจกๅผ๏ผšไธ€้”ฎๅˆ‡ๆขๆทฑ่‰ฒไธป้ข˜๏ผŒ่‡ชๅŠจ่ฎฐไฝๅๅฅฝ
  • ๅฎžๆ—ถๆœ็ดข๏ผšๆŒ‰ / ๅ”ค่ตทๆœ็ดขๆก†๏ผŒๅณๆ—ถ่ฟ‡ๆปคๆ–ฐ้—ปๆ ‡้ข˜
  • ไธ€้”ฎๅคๅˆถ๏ผšๆ‚ฌๅœๆ–ฐ้—ปๅบๅทๅณๅฏๅคๅˆถๆ ‡้ข˜ๅ’Œ้“พๆŽฅ
  • ๅฟซๆท้”ฎ๏ผšW ๅฎฝๅฑใ€D ๆš—่‰ฒใ€/ ๆœ็ดขใ€? ๆŸฅ็œ‹ๆ‰€ๆœ‰ๅฟซๆท้”ฎ

๐Ÿ’ก ๆ‰€ๆœ‰ๅขžๅผบๅŠŸ่ƒฝๅŸบไบŽๆธ่ฟ›ๅขžๅผบ๏ผŒ้‚ฎไปถๅฎขๆˆท็ซฏไปๆ˜พ็คบๅŽŸๅง‹ 600px ๅธƒๅฑ€๏ผŒ้›ถๅ›žๅฝ’

็ตๆดปๅญ˜ๅ‚จๆžถๆž„๏ผˆv4.0.0 ้‡ๅคงๆ›ดๆ–ฐ๏ผ‰

ๅคšๅญ˜ๅ‚จๅŽ็ซฏๆ”ฏๆŒ๏ผš

  • ่ฟœ็จ‹ไบ‘ๅญ˜ๅ‚จ๏ผšGitHub Actions ็Žฏๅขƒ้ป˜่ฎค๏ผŒๆ”ฏๆŒ S3 ๅ…ผๅฎนๅ่ฎฎ๏ผˆR2/OSS/COS ็ญ‰๏ผ‰๏ผŒๆ•ฐๆฎๅญ˜ๅ‚จๅœจไบ‘็ซฏ๏ผŒไธๆฑกๆŸ“ไป“ๅบ“
  • ๆœฌๅœฐ SQLite ๆ•ฐๆฎๅบ“๏ผšDocker/ๆœฌๅœฐ็Žฏๅขƒ้ป˜่ฎค๏ผŒๆ•ฐๆฎๅฎŒๅ…จๅฏๆŽง
  • ่‡ชๅŠจๅŽ็ซฏ้€‰ๆ‹ฉ๏ผšๆ นๆฎ่ฟ่กŒ็Žฏๅขƒๆ™บ่ƒฝๅˆ‡ๆขๅญ˜ๅ‚จๆ–นๅผ

๐Ÿ’ก ่ฏฆ็ป†่ฏดๆ˜Ž่ง ๆ•ฐๆฎไฟๅญ˜ๅœจๅ“ช้‡Œ๏ผŸ

ๅคš็ซฏ้ƒจ็ฝฒ

  • GitHub Actions๏ผšๅฎšๆ—ถ่‡ชๅŠจ็ˆฌๅ– + ่ฟœ็จ‹ไบ‘ๅญ˜ๅ‚จ๏ผˆ้œ€็ญพๅˆฐ็ปญๆœŸ๏ผ‰
  • Docker ้ƒจ็ฝฒ๏ผšๆ”ฏๆŒๅคšๆžถๆž„ๅฎนๅ™จๅŒ–่ฟ่กŒ๏ผŒๆ•ฐๆฎๆœฌๅœฐๅญ˜ๅ‚จ
  • ๆœฌๅœฐ่ฟ่กŒ๏ผšWindows/Mac/Linux ็›ดๆŽฅ่ฟ่กŒ

AI ๅˆ†ๆžๆŽจ้€๏ผˆv5.0.0 ๆ–ฐๅขž๏ผ‰

ไฝฟ็”จ AI ๅคงๆจกๅž‹ๅฏนๆŽจ้€ๅ†…ๅฎน่ฟ›่กŒๆทฑๅบฆๅˆ†ๆž๏ผŒ่‡ชๅŠจ็”Ÿๆˆ็ƒญ็‚นๆดžๅฏŸๆŠฅๅ‘Š

  • ๆ™บ่ƒฝๅˆ†ๆž๏ผš่‡ชๅŠจๅˆ†ๆž็ƒญ็‚น่ถ‹ๅŠฟใ€ๅ…ณ้”ฎ่ฏ็ƒญๅบฆใ€่ทจๅนณๅฐๅ…ณ่”ใ€ๆฝœๅœจๅฝฑๅ“
  • ๅคšๆไพ›ๅ•†๏ผšๅŸบไบŽ LiteLLM ็ปŸไธ€ๆŽฅๅฃ๏ผŒๆ”ฏๆŒ 100+ AI ๆไพ›ๅ•†๏ผˆDeepSeekใ€OpenAIใ€Geminiใ€Anthropicใ€ๆœฌๅœฐ Ollama ็ญ‰๏ผ‰๏ผŒ่ฟ˜ๆ”ฏๆŒๅค‡็”จๆจกๅž‹่‡ชๅŠจๅˆ‡ๆข
  • ๅˆ†ๆžๆจกๅผ็‹ฌ็ซ‹๏ผšAI ็š„ๅˆ†ๆž่Œƒๅ›ดๅฏไปฅๅ’ŒๆŽจ้€ไธๅŒโ€”โ€”ๆŽจ้€ๅชๅ‘ๆ–ฐๅขžๆถˆๆฏ๏ผˆ้ฟๅ…ๆ‰“ๆ‰ฐ๏ผ‰๏ผŒไฝ† AI ๅฏไปฅๅˆ†ๆžๅฝ“ๅคฉๅ…จ้ƒจๆ–ฐ้—ป๏ผˆ็œ‹ๅฎŒๆ•ด่ถ‹ๅŠฟ๏ผ‰
  • ็ตๆดปๆŽจ้€๏ผšๅฏ้€‰ไป…ๅŽŸๅง‹ๅ†…ๅฎนใ€ไป… AI ๅˆ†ๆžใ€ๆˆ–ไธค่€…้ƒฝๆŽจ้€
  • ่‡ชๅฎšไน‰ๆ็คบ่ฏ๏ผš้€š่ฟ‡ config/ai_analysis_prompt.txt ่‡ชๅฎšไน‰ๅˆ†ๆž่ง’ๅบฆ

๐Ÿ’ก ่ฏฆ็ป†้…็ฝฎๆ•™็จ‹่ง ่ฎฉ AI ๅธฎๆˆ‘ๅˆ†ๆž็ƒญ็‚น

็‹ฌ็ซ‹ๅฑ•็คบๅŒบ๏ผˆv5.0.0 ๆ–ฐๅขž๏ผ‰

ไธบๆŒ‡ๅฎšๅนณๅฐๆไพ›ๅฎŒๆ•ด็ƒญๆฆœๅฑ•็คบ๏ผŒไธๅ—ๅ…ณ้”ฎ่ฏ่ฟ‡ๆปคๅฝฑๅ“

  • ๅฎŒๆ•ด็ƒญๆฆœ๏ผšๆŒ‡ๅฎšๅนณๅฐ็š„็ƒญๆฆœๅฎŒๆ•ดๅฑ•็คบ๏ผŒ้€‚ๅˆๆƒณ็œ‹ๅฎŒๆ•ดๆŽ’ๅ็š„็”จๆˆท
  • RSS ็‹ฌ็ซ‹ๅฑ•็คบ๏ผšRSS ๆบๅ†…ๅฎนๅฏๅฎŒๆ•ดๅฑ•็คบ๏ผŒไธๅ—ๅ…ณ้”ฎ่ฏ้™ๅˆถ
  • AI ๆทฑๅบฆๅˆ†ๆž๏ผšๅฏ็‹ฌ็ซ‹ๅผ€ๅฏ AI ๅฏนๅฎŒๆ•ด็ƒญๆฆœ็š„่ถ‹ๅŠฟๅˆ†ๆž๏ผŒๆ— ้œ€ๅœจๆŽจ้€ไธญๅฑ•็คบ
  • ็ตๆดป้…็ฝฎ๏ผšๆ”ฏๆŒ้…็ฝฎๅฑ•็คบๅนณๅฐใ€RSS ๆบใ€ๆœ€ๅคงๆกๆ•ฐ

๐Ÿ’ก ่ฏฆ็ป†้…็ฝฎๆ•™็จ‹่ง ๆŽจ้€ๅ†…ๅฎนๆ€Žไนˆๆ˜พ็คบ๏ผŸ - ็‹ฌ็ซ‹ๅฑ•็คบๅŒบ

AI ๆ™บ่ƒฝๅˆ†ๆž๏ผˆv3.0.0 ๆ–ฐๅขž๏ผ‰

ๅŸบไบŽ MCP (Model Context Protocol) ๅ่ฎฎ็š„ AI ๅฏน่ฏๅˆ†ๆž็ณป็ปŸ๏ผŒ่ฎฉไฝ ็”จ่‡ช็„ถ่ฏญ่จ€ๆทฑๅบฆๆŒ–ๆŽ˜ๆ–ฐ้—ปๆ•ฐๆฎ

๐Ÿ’ก ไฝฟ็”จๆ็คบ๏ผšAI ๅŠŸ่ƒฝ้œ€่ฆๆœฌๅœฐๆ–ฐ้—ปๆ•ฐๆฎๆ”ฏๆŒ

  • ้กน็›ฎ่‡ชๅธฆๆต‹่ฏ•ๆ•ฐๆฎ๏ผŒๅฏ็ซ‹ๅณไฝ“้ชŒๅŠŸ่ƒฝ
  • ๅปบ่ฎฎ่‡ช่กŒ้ƒจ็ฝฒ่ฟ่กŒ้กน็›ฎ๏ผŒ่Žทๅ–ๆ›ดๅฎžๆ—ถ็š„ๆ•ฐๆฎ

่ฏฆ่ง AI ๆ™บ่ƒฝๅˆ†ๆž

็ฝ‘้กต้ƒจ็ฝฒ

่ฟ่กŒๅŽๆ น็›ฎๅฝ•็”Ÿๆˆ index.html๏ผŒๅณไธบๅฎŒๆ•ด็š„ๆ–ฐ้—ปๆŠฅๅ‘Š้กต้ขใ€‚

้ƒจ็ฝฒๆ–นๅผ๏ผš็‚นๅ‡ป Use this template ๅˆ›ๅปบไป“ๅบ“๏ผŒๅฏ้ƒจ็ฝฒๅˆฐ Cloudflare Pages ๆˆ– GitHub Pages ็ญ‰้™ๆ€ๆ‰˜็ฎกๅนณๅฐใ€‚

๐Ÿ’ก ๆ็คบ๏ผšๅฏ็”จ GitHub Pages ๅฏ่Žทๅพ—ๅœจ็บฟ่ฎฟ้—ฎๅœฐๅ€๏ผŒ่ฟ›ๅ…ฅไป“ๅบ“ Settings โ†’ Pages ๅณๅฏๅผ€ๅฏใ€‚ๆ•ˆๆžœ้ข„่งˆ

โš ๏ธ ๅŽŸ GitHub Actions ่‡ชๅŠจๅญ˜ๅ‚จๅŠŸ่ƒฝๅทฒไธ‹็บฟ๏ผˆ่ฏฅๆ–นๆกˆๆ›พๅฏผ่‡ด GitHub ๆœๅŠกๅ™จ่ดŸ่ฝฝ่ฟ‡้ซ˜๏ผŒๅฝฑๅ“ๅนณๅฐ็จณๅฎšๆ€ง๏ผ‰ใ€‚

โ˜๏ธ ่‡ชๅŠจ้ƒจ็ฝฒๅˆฐ Cloudflare Pages๏ผˆๅฏ้€‰ ยท ๅ›ฝๅ†…่ฎฟ้—ฎๆ›ดๅฟซ๏ผ‰

GitHub Pages ๅœจๅ›ฝๅ†…่ฎฟ้—ฎ่พƒๆ…ข๏ผŒCloudflare Pages ็š„่ฎฟ้—ฎ้€Ÿๅบฆๆ›ดๅ‹ๅฅฝใ€‚้…็ฝฎๅฎŒๆˆๅŽ๏ผŒGitHub Actions ๆฏๆฌก่ฟ่กŒ้ƒฝไผš่‡ชๅŠจๆŠŠๆœ€ๆ–ฐ็š„ index.html ๆŽจ้€ๅˆฐ Cloudflare Pages๏ผŒๆ— ้œ€ไปปไฝ•ๆ‰‹ๅŠจๆ“ไฝœใ€‚

ๅ‰็ฝฎๆกไปถ๏ผšๅทฒๅฎŒๆˆ GitHub Actions ้ƒจ็ฝฒ ๅนถ่ƒฝๆญฃๅธธ็”Ÿๆˆ็ฝ‘้กตๆŠฅๅ‘Šใ€‚

โ‘  ๅˆ›ๅปบ Cloudflare Pages ้กน็›ฎ

็™ปๅฝ• Cloudflare Dashboard โ†’ Workers & Pages โ†’ Create โ†’ Pages โ†’ ้€‰ๆ‹ฉ Upload assets๏ผˆ็›ดๆŽฅไธŠไผ ๏ผ‰๏ผŒๅกซๅ†™ไธ€ไธช้กน็›ฎๅ็งฐ๏ผˆไพ‹ๅฆ‚ trendradar๏ผŒ่ฏท่ฎฐไฝๅฎƒ๏ผ‰๏ผŒ้šๆ„ไธŠไผ ไธ€ไธชๆ–‡ไปถๅฎŒๆˆ้ฆ–ๆฌกๅˆ›ๅปบ๏ผˆๅŽ็ปญไผš่ขซ Actions ่‡ชๅŠจ่ฆ†็›–๏ผ‰ใ€‚

โ‘ก ่Žทๅ– API Token ไธŽ Account ID

  • API Token๏ผšๅณไธŠ่ง’ๅคดๅƒ โ†’ My Profile โ†’ API Tokens โ†’ Create Token โ†’ Create Custom Token๏ผŒๆƒ้™้€‰ๆ‹ฉ Account โ†’ Cloudflare Pages โ†’ Edit๏ผŒๅˆ›ๅปบๅŽๅคๅˆถ Token๏ผˆไป…ๆ˜พ็คบไธ€ๆฌก๏ผ‰ใ€‚
  • Account ID๏ผšๅœจ Workers & Pages ้กต้ขๅณไพงๆ ๅณๅฏๆ‰พๅˆฐ๏ผˆๆˆ–ไปปๆ„ๅŸŸๅ Overview ้กต้ขๅณไธ‹่ง’๏ผ‰ใ€‚

โ‘ข ๅœจ GitHub ไป“ๅบ“ๆทปๅŠ  3 ไธช Secrets

่ฟ›ๅ…ฅไป“ๅบ“ Settings โ†’ Secrets and variables โ†’ Actions โ†’ New repository secret๏ผŒไพๆฌกๆทปๅŠ ๏ผš

Name๏ผˆๅ็งฐ๏ผ‰ Secret๏ผˆๅ€ผ๏ผ‰
CLOUDFLARE_API_TOKEN ไธŠไธ€ๆญฅๅˆ›ๅปบ็š„ API Token
CLOUDFLARE_ACCOUNT_ID ไฝ ็š„ Cloudflare Account ID
CLOUDFLARE_PROJECT_NAME Cloudflare Pages ้กน็›ฎๅ๏ผˆๅฆ‚ trendradar๏ผ‰

้…็ฝฎๅฎŒๆˆๅŽ๏ผŒไธ‹ไธ€ๆฌก GitHub Actions ่ฟ่กŒๅณไผš่‡ชๅŠจ้ƒจ็ฝฒ๏ผŒ่ฎฟ้—ฎๅœฐๅ€ไธบ https://<้กน็›ฎๅ>.pages.devใ€‚

๐Ÿ’ก ่ฏดๆ˜Ž๏ผšไธ‰ไธช Secret ็ผบไปปๆ„ไธ€ไธช้ƒฝไผš่‡ชๅŠจ่ทณ่ฟ‡ Cloudflare ้ƒจ็ฝฒ๏ผŒไธไผšๅฝฑๅ“ๆ–ฐ้—ปๆŽจ้€็ญ‰ๅ…ถๅฎƒๅŠŸ่ƒฝ๏ผ›ๅฆ‚้œ€็ป‘ๅฎš่‡ชๅฎšไน‰ๅŸŸๅ๏ผŒๅฏๅœจ Pages ้กน็›ฎ็š„ Custom domains ไธญ่ฎพ็ฝฎใ€‚

ๅ‡ๅฐ‘ APP ไพ่ต–

ไปŽ"่ขซ็ฎ—ๆณ•ๆŽจ่็ป‘ๆžถ"ๅ˜ๆˆ"ไธปๅŠจ่Žทๅ–่‡ชๅทฑๆƒณ่ฆ็š„ไฟกๆฏ"

้€‚ๅˆไบบ็พค๏ผš ๆŠ•่ต„่€…ใ€่‡ชๅช’ไฝ“ไบบใ€ไผไธšๅ…ฌๅ…ณใ€ๅ…ณๅฟƒๆ—ถไบ‹็š„ๆ™ฎ้€š็”จๆˆท

ๅ…ธๅž‹ๅœบๆ™ฏ๏ผš ่‚กๅธ‚ๆŠ•่ต„็›‘ๆŽงใ€ๅ“็‰Œ่ˆ†ๆƒ…่ฟฝ่ธชใ€่กŒไธšๅŠจๆ€ๅ…ณๆณจใ€็”Ÿๆดป่ต„่ฎฏ่Žทๅ–

็ฝ‘้กตๆ•ˆๆžœ(้‚ฎ็ฎฑๆŽจ้€ๆ•ˆๆžœ) ้ฃžไนฆๆŽจ้€ๆ•ˆๆžœ AI ๅˆ†ๆžๆŽจ้€ๆ•ˆๆžœ
็ฝ‘้กตๆ•ˆๆžœ ้ฃžไนฆๆŽจ้€ๆ•ˆๆžœ AIๅˆ†ๆžๆŽจ้€ๆ•ˆๆžœ

๐Ÿš€ ๅฟซ้€Ÿๅผ€ๅง‹

ๆ้†’๏ผšๅปบ่ฎฎๅ…ˆ ๆŸฅ็œ‹ๆœ€ๆ–ฐๅฎ˜ๆ–นๆ–‡ๆกฃ๏ผŒ็กฎไฟ้…็ฝฎๆญฅ้ชคๆ˜ฏๆœ€ๆ–ฐ็š„ใ€‚

่ฏท้€‰ๆ‹ฉ้€‚ๅˆไฝ ็š„้ƒจ็ฝฒๆ–นๅผ

โ’ถ ๆ–นๆกˆไธ€๏ผšDocker ้ƒจ็ฝฒ๏ผˆๆŽจ่ ๐Ÿ”ฅ๏ผ‰

  • ็‰น็‚น๏ผšๆฏ” GitHub Actions ๆ›ด็จณๅฎš๏ผŒๆ•ฐๆฎๆœฌๅœฐๅญ˜ๅ‚จ๏ผˆๆ— ้œ€้…็ฝฎไบ‘ๅญ˜ๅ‚จ๏ผ‰
  • ้€‚็”จ๏ผšๆœ‰่‡ชๅทฑ็š„ๆœๅŠกๅ™จใ€NAS ๆˆ–้•ฟๆœŸ่ฟ่กŒ็š„็”ต่„‘
  • ๆณจๆ„๏ผšไฝ ้œ€่ฆ้˜…่ฏปไบ†่งฃไธ‹ๆ–น็š„ๅŸบ็ก€้…็ฝฎๆต็จ‹๏ผŒ็„ถๅŽ่ทณ่ฝฌๅˆฐ Docker ๆ•™็จ‹่ฟ›่กŒ้ƒจ็ฝฒใ€‚

โ’ท ๆ–นๆกˆไบŒ๏ผšGitHub Actions ้ƒจ็ฝฒ๏ผˆๆœฌ็ซ ่Š‚ๅ†…ๅฎน โฌ‡๏ธ๏ผ‰

  • ็‰น็‚น๏ผšๆ— ๆœๅŠกๅ™จ๏ผŒๆ•ฐๆฎๅญ˜ๅ‚จๅœจ ่ฟœ็จ‹ไบ‘ๅญ˜ๅ‚จ๏ผˆๆŽจ่้…็ฝฎ๏ผ‰
  • ้€‚็”จ๏ผšๆฒกๆœ‰ๆœๅŠกๅ™จ็š„็”จๆˆท๏ผŒๅˆฉ็”จ GitHub ๅ…่ดน่ต„ๆบ
  • ๆณจๆ„๏ผš้œ€้…็ฝฎไบ‘ๅญ˜ๅ‚จไปฅ่Žทๅพ—ๅฎŒๆ•ดไฝ“้ชŒ๏ผŒไธ”้œ€ๅฎšๆœŸ็ญพๅˆฐ็ปญๆœŸ

โ’ธ ๆ–นๆกˆไธ‰๏ผšๆœฌๅœฐ้ƒจ็ฝฒ๏ผˆuv๏ผ‰

  • ็‰น็‚น๏ผš็›ดๆŽฅๅœจๆœฌๆœบ่ฟ่กŒ๏ผŒๆ— ้œ€ Docker๏ผŒ้€‚ๅˆๅผ€ๅ‘่ฐƒ่ฏ•ๆˆ–ๆ—  Docker ็Žฏๅขƒ็š„็”จๆˆท

  • ้€‚็”จ๏ผšWindows / Mac / Linux ็”จๆˆท๏ผˆๆ— ้œ€้ข„่ฃ… Python๏ผŒuv ไผš่‡ชๅŠจ็ฎก็†๏ผ‰

  • ๆญฅ้ชค๏ผš

    1. ๅฎ‰่ฃ… uv๏ผˆๅฆ‚ๅทฒๅฎ‰่ฃ…ๅฏ่ทณ่ฟ‡๏ผŒๆ— ้œ€้ข„่ฃ… Python๏ผ‰

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Recent activity

commits and pull requests

Code frequency

additions and deletions
+104.7K-104.7KWeek of 2025-08-03: +685 linesWeek of 2025-08-03: -194 linesWeek of 2025-08-10: +14 linesWeek of 2025-08-10: -13 linesWeek of 2025-08-17: +0 linesWeek of 2025-08-17: -0 linesWeek of 2025-08-24: +224 linesWeek of 2025-08-24: -45 linesWeek of 2025-08-31: +339 linesWeek of 2025-08-31: -103 linesWeek of 2025-09-07: +232 linesWeek of 2025-09-07: -51 linesWeek of 2025-09-14: +449 linesWeek of 2025-09-14: -222 linesWeek of 2025-09-21: +812 linesWeek of 2025-09-21: -418 linesWeek of 2025-09-28: +547 linesWeek of 2025-09-28: -222 linesWeek of 2025-10-05: +457 linesWeek of 2025-10-05: -102 linesWeek of 2025-10-12: +68 linesWeek of 2025-10-12: -17 linesWeek of 2025-10-19: +7,032 linesWeek of 2025-10-19: -166 linesWeek of 2025-10-26: +959 linesWeek of 2025-10-26: -278 linesWeek of 2025-11-02: +230 linesWeek of 2025-11-02: -426 linesWeek of 2025-11-09: +395 linesWeek of 2025-11-09: -90 linesWeek of 2025-11-16: +6,286 linesWeek of 2025-11-16: -3,378 linesWeek of 2025-11-23: +2,794 linesWeek of 2025-11-23: -407 linesWeek of 2025-11-30: +2,800 linesWeek of 2025-11-30: -607 linesWeek of 2025-12-07: +104,689 linesWeek of 2025-12-07: -6,033 linesWeek of 2025-12-14: +1,144 linesWeek of 2025-12-14: -927 linesWeek of 2025-12-21: +2,332 linesWeek of 2025-12-21: -1,062 linesWeek of 2025-12-28: +7,427 linesWeek of 2025-12-28: -92,775 linesWeek of 2026-01-04: +4,862 linesWeek of 2026-01-04: -1,922 linesWeek of 2026-01-11: +4,409 linesWeek of 2026-01-11: -4,663 linesWeek of 2026-01-18: +1,209 linesWeek of 2026-01-18: -638 linesWeek of 2026-01-25: +4,717 linesWeek of 2026-01-25: -74 linesWeek of 2026-02-01: +1,239 linesWeek of 2026-02-01: -94 linesWeek of 2026-02-08: +6,291 linesWeek of 2026-02-08: -1,418 linesWeek of 2026-02-15: +0 linesWeek of 2026-02-15: -0 linesWeek of 2026-02-22: +0 linesWeek of 2026-02-22: -0 linesWeek of 2026-03-01: +12 linesWeek of 2026-03-01: -77 linesWeek of 2026-03-08: +4,429 linesWeek of 2026-03-08: -537 linesWeek of 2026-03-15: +6 linesWeek of 2026-03-15: -0 linesWeek of 2026-03-22: +4,292 linesWeek of 2026-03-22: -1,554 linesWeek of 2026-03-29: +0 linesWeek of 2026-03-29: -0 linesWeek of 2026-04-05: +135 linesWeek of 2026-04-05: -165 linesWeek of 2026-04-12: +138 linesWeek of 2026-04-12: -33 linesWeek of 2026-04-19: +8 linesWeek of 2026-04-19: -8 linesWeek of 2026-04-26: +18 linesWeek of 2026-04-26: -16 linesWeek of 2026-05-03: +0 linesWeek of 2026-05-03: -0 linesWeek of 2026-05-10: +307 linesWeek of 2026-05-10: -87 linesWeek of 2026-05-17: +1,257 linesWeek of 2026-05-17: -850 linesWeek of 2026-05-24: +42 linesWeek of 2026-05-24: -41 linesWeek of 2026-05-31: +148 linesWeek of 2026-05-31: -33 linesWeek of 2026-06-07: +183 linesWeek of 2026-06-07: -256 linesWeek of 2026-06-14: +1,466 linesWeek of 2026-06-14: -1,372 linesWeek of 2026-06-21: +197 linesWeek of 2026-06-21: -30 linesWeek of 2026-06-28: +15 linesWeek of 2026-06-28: -17 linesWeek of 2026-07-05: +2,492 linesWeek of 2026-07-05: -482 linesWeek of 2026-07-12: +6 linesWeek of 2026-07-12: -6 linesWeek of 2026-07-19: +0 linesWeek of 2026-07-19: -0 linesWeek of 2026-07-26: +0 linesWeek of 2026-07-26: -0 linesAug 3, 2025Jul 26, 2026
+177.8K lines added, -121.9K removed over the last year.

Commits per week

last 52 weeks
130Week of 2025-08-03: 10 commitsWeek of 2025-08-10: 3 commitsWeek of 2025-08-17: 0 commitsWeek of 2025-08-24: 2 commitsWeek of 2025-08-31: 9 commitsWeek of 2025-09-07: 3 commitsWeek of 2025-09-14: 6 commitsWeek of 2025-09-21: 6 commitsWeek of 2025-09-28: 4 commitsWeek of 2025-10-05: 6 commitsWeek of 2025-10-12: 3 commitsWeek of 2025-10-19: 7 commitsWeek of 2025-10-26: 10 commitsWeek of 2025-11-02: 3 commitsWeek of 2025-11-09: 7 commitsWeek of 2025-11-16: 10 commitsWeek of 2025-11-23: 10 commitsWeek of 2025-11-30: 5 commitsWeek of 2025-12-07: 4 commitsWeek of 2025-12-14: 8 commitsWeek of 2025-12-21: 4 commitsWeek of 2025-12-28: 3 commitsWeek of 2026-01-04: 2 commitsWeek of 2026-01-11: 4 commitsWeek of 2026-01-18: 4 commitsWeek of 2026-01-25: 5 commitsWeek of 2026-02-01: 2 commitsWeek of 2026-02-08: 1 commitsWeek of 2026-02-15: 0 commitsWeek of 2026-02-22: 0 commitsWeek of 2026-03-01: 1 commitsWeek of 2026-03-08: 1 commitsWeek of 2026-03-15: 1 commitsWeek of 2026-03-22: 13 commitsWeek of 2026-03-29: 0 commitsWeek of 2026-04-05: 2 commitsWeek of 2026-04-12: 1 commitsWeek of 2026-04-19: 1 commitsWeek of 2026-04-26: 1 commitsWeek of 2026-05-03: 0 commitsWeek of 2026-05-10: 1 commitsWeek of 2026-05-17: 4 commitsWeek of 2026-05-24: 1 commitsWeek of 2026-05-31: 2 commitsWeek of 2026-06-07: 2 commitsWeek of 2026-06-14: 1 commitsWeek of 2026-06-21: 1 commitsWeek of 2026-06-28: 2 commitsWeek of 2026-07-05: 1 commitsWeek of 2026-07-12: 1 commitsWeek of 2026-07-19: 0 commitsWeek of 2026-07-26: 0 commitsAug 3, 2025Jul 26, 2026
178 commits in the last 52 weeks.

When work happens

weekday and hour
SunMonTueWedThuFriSat036912151821Sun 0:00 โ€” 0 commitsSun 1:00 โ€” 0 commitsSun 2:00 โ€” 0 commitsSun 3:00 โ€” 0 commitsSun 4:00 โ€” 0 commitsSun 5:00 โ€” 0 commitsSun 6:00 โ€” 0 commitsSun 7:00 โ€” 4 commitsSun 8:00 โ€” 2 commitsSun 9:00 โ€” 2 commitsSun 10:00 โ€” 1 commitsSun 11:00 โ€” 1 commitsSun 12:00 โ€” 3 commitsSun 13:00 โ€” 4 commitsSun 14:00 โ€” 1 commitsSun 15:00 โ€” 1 commitsSun 16:00 โ€” 2 commitsSun 17:00 โ€” 1 commitsSun 18:00 โ€” 0 commitsSun 19:00 โ€” 0 commitsSun 20:00 โ€” 2 commitsSun 21:00 โ€” 0 commitsSun 22:00 โ€” 0 commitsSun 23:00 โ€” 0 commitsMon 0:00 โ€” 0 commitsMon 1:00 โ€” 0 commitsMon 2:00 โ€” 0 commitsMon 3:00 โ€” 0 commitsMon 4:00 โ€” 0 commitsMon 5:00 โ€” 0 commitsMon 6:00 โ€” 0 commitsMon 7:00 โ€” 2 commitsMon 8:00 โ€” 0 commitsMon 9:00 โ€” 1 commitsMon 10:00 โ€” 0 commitsMon 11:00 โ€” 0 commitsMon 12:00 โ€” 1 commitsMon 13:00 โ€” 7 commitsMon 14:00 โ€” 1 commitsMon 15:00 โ€” 0 commitsMon 16:00 โ€” 2 commitsMon 17:00 โ€” 0 commitsMon 18:00 โ€” 0 commitsMon 19:00 โ€” 23 commitsMon 20:00 โ€” 1 commitsMon 21:00 โ€” 5 commitsMon 22:00 โ€” 1 commitsMon 23:00 โ€” 0 commitsTue 0:00 โ€” 0 commitsTue 1:00 โ€” 0 commitsTue 2:00 โ€” 0 commitsTue 3:00 โ€” 0 commitsTue 4:00 โ€” 0 commitsTue 5:00 โ€” 0 commitsTue 6:00 โ€” 0 commitsTue 7:00 โ€” 2 commitsTue 8:00 โ€” 0 commitsTue 9:00 โ€” 1 commitsTue 10:00 โ€” 0 commitsTue 11:00 โ€” 2 commitsTue 12:00 โ€” 0 commitsTue 13:00 โ€” 5 commitsTue 14:00 โ€” 1 commitsTue 15:00 โ€” 0 commitsTue 16:00 โ€” 0 commitsTue 17:00 โ€” 1 commitsTue 18:00 โ€” 0 commitsTue 19:00 โ€” 8 commitsTue 20:00 โ€” 2 commitsTue 21:00 โ€” 1 commitsTue 22:00 โ€” 0 commitsTue 23:00 โ€” 0 commitsWed 0:00 โ€” 0 commitsWed 1:00 โ€” 0 commitsWed 2:00 โ€” 0 commitsWed 3:00 โ€” 0 commitsWed 4:00 โ€” 0 commitsWed 5:00 โ€” 0 commitsWed 6:00 โ€” 1 commitsWed 7:00 โ€” 2 commitsWed 8:00 โ€” 1 commitsWed 9:00 โ€” 0 commitsWed 10:00 โ€” 0 commitsWed 11:00 โ€” 1 commitsWed 12:00 โ€” 4 commitsWed 13:00 โ€” 2 commitsWed 14:00 โ€” 0 commitsWed 15:00 โ€” 1 commitsWed 16:00 โ€” 1 commitsWed 17:00 โ€” 1 commitsWed 18:00 โ€” 0 commitsWed 19:00 โ€” 19 commitsWed 20:00 โ€” 2 commitsWed 21:00 โ€” 6 commitsWed 22:00 โ€” 2 commitsWed 23:00 โ€” 0 commitsThu 0:00 โ€” 0 commitsThu 1:00 โ€” 0 commitsThu 2:00 โ€” 0 commitsThu 3:00 โ€” 0 commitsThu 4:00 โ€” 0 commitsThu 5:00 โ€” 0 commitsThu 6:00 โ€” 0 commitsThu 7:00 โ€” 1 commitsThu 8:00 โ€” 0 commitsThu 9:00 โ€” 0 commitsThu 10:00 โ€” 1 commitsThu 11:00 โ€” 0 commitsThu 12:00 โ€” 2 commitsThu 13:00 โ€” 8 commitsThu 14:00 โ€” 4 commitsThu 15:00 โ€” 1 commitsThu 16:00 โ€” 0 commitsThu 17:00 โ€” 0 commitsThu 18:00 โ€” 0 commitsThu 19:00 โ€” 12 commitsThu 20:00 โ€” 6 commitsThu 21:00 โ€” 3 commitsThu 22:00 โ€” 0 commitsThu 23:00 โ€” 0 commitsFri 0:00 โ€” 0 commitsFri 1:00 โ€” 0 commitsFri 2:00 โ€” 0 commitsFri 3:00 โ€” 0 commitsFri 4:00 โ€” 0 commitsFri 5:00 โ€” 0 commitsFri 6:00 โ€” 0 commitsFri 7:00 โ€” 1 commitsFri 8:00 โ€” 0 commitsFri 9:00 โ€” 3 commitsFri 10:00 โ€” 1 commitsFri 11:00 โ€” 0 commitsFri 12:00 โ€” 0 commitsFri 13:00 โ€” 6 commitsFri 14:00 โ€” 0 commitsFri 15:00 โ€” 1 commitsFri 16:00 โ€” 1 commitsFri 17:00 โ€” 2 commitsFri 18:00 โ€” 2 commitsFri 19:00 โ€” 6 commitsFri 20:00 โ€” 7 commitsFri 21:00 โ€” 5 commitsFri 22:00 โ€” 0 commitsFri 23:00 โ€” 0 commitsSat 0:00 โ€” 0 commitsSat 1:00 โ€” 0 commitsSat 2:00 โ€” 0 commitsSat 3:00 โ€” 0 commitsSat 4:00 โ€” 0 commitsSat 5:00 โ€” 0 commitsSat 6:00 โ€” 0 commitsSat 7:00 โ€” 0 commitsSat 8:00 โ€” 3 commitsSat 9:00 โ€” 5 commitsSat 10:00 โ€” 3 commitsSat 11:00 โ€” 1 commitsSat 12:00 โ€” 1 commitsSat 13:00 โ€” 2 commitsSat 14:00 โ€” 1 commitsSat 15:00 โ€” 2 commitsSat 16:00 โ€” 1 commitsSat 17:00 โ€” 6 commitsSat 18:00 โ€” 0 commitsSat 19:00 โ€” 4 commitsSat 20:00 โ€” 5 commitsSat 21:00 โ€” 3 commitsSat 22:00 โ€” 1 commitsSat 23:00 โ€” 0 commits
Commit volume by weekday and hour (UTC). Larger dots mean more commits.

Who is committing

last 52 weeks
Maintainer commits179 (99%)
Community commits2 (1%)

181 commits in total over the last year.

DateListRankStars gained
Apr 22, 2026daily#19+105
Apr 20, 2026daily#25+92
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