ใ‚นใ‚ญใƒซ็›ฃๆŸปใƒฌใƒใƒผใƒˆ

Llm Twin Course ็›ฃๆŸปใƒฌใƒใƒผใƒˆ.

๐Ÿค– ๐—Ÿ๐—ฒ๐—ฎ๐—ฟ๐—ป for ๐—ณ๐—ฟ๐—ฒ๐—ฒ how to ๐—ฏ๐˜‚๐—ถ๐—น๐—ฑ an end-to-end ๐—ฝ๐—ฟ๐—ผ๐—ฑ๐˜‚๐—ฐ๐˜๐—ถ๐—ผ๐—ป-๐—ฟ๐—ฒ๐—ฎ๐—ฑ๐˜† ๐—Ÿ๐—Ÿ๐—  & ๐—ฅ๐—”๐—š ๐˜€๐˜†๐˜€๐˜๐—ฒ๐—บ using ๐—Ÿ๐—Ÿ๐— ๐—ข๐—ฝ๐˜€ best practices: ~ ๐˜ด๐˜ฐ๐˜ถ๐˜ณ๐˜ค๐˜ฆ ๐˜ค๐˜ฐ๐˜ฅ๐˜ฆ + 12 ๐˜ฉ๐˜ข๐˜ฏ๐˜ฅ๐˜ด-๐˜ฐ๐˜ฏ ๐˜ญ๐˜ฆ๐˜ด๐˜ด๐˜ฐ๐˜ฏ๐˜ด

ใƒฌใƒ“ใƒฅใƒผๆธˆใฟ ยท ใƒฌใƒ“ใƒฅใƒผ่ฆใƒฌใƒ“ใƒฅใƒผ็”Ÿๆˆๆ—ฅ 2026ๅนด8ๆœˆ23ๆ—ฅใƒ’ใƒฅใƒผใƒชใ‚นใƒ†ใ‚ฃใƒƒใ‚ฏใชใƒกใ‚ฟใƒ‡ใƒผใ‚ฟ็›ฃๆŸป
89
็›ฃๆŸป
87
ไฟก้ ผ
98
ๅ“่ณช
87
ใ‚ปใ‚ญใƒฅใƒชใƒ†ใ‚ฃ
76
ไฟๅฎˆ
92
ใ‚คใƒณใ‚นใƒˆใƒผใƒซ

OpenAgentSkill Trust Score

87
ๆœฌ็•ชๅ€™่ฃœ

OpenAgentSkill Trust Score

Trust Score ใฏใ€ใ‚คใƒณใ‚นใƒˆใƒผใƒซๅ‰ใซๅ€™่ฃœใซๅ…ฅใ‚Œใ‚‹ๅฎ‰ๅ…จๆ€งใ‚’ Agent ใŒๅˆคๆ–ญใ™ใ‚‹ๅŠฉใ‘ใซใชใ‚Šใพใ™ใ€‚

GitHub ๆŽก็”จๅบฆ

ๅˆๆ ผ

86

GitHub ใ‚นใ‚ฟใƒผ 4.3K

ใ‚นใ‚ฟใƒผ๏ผใƒ•ใ‚ฉใƒผใ‚ฏๆดปๅ‹•

ๅˆๆ ผ

83

ใ‚นใ‚ฟใƒผ 4.3Kใ€ใƒ•ใ‚ฉใƒผใ‚ฏ 727; ็พๅœจใฎใƒกใ‚ฟใƒ‡ใƒผใ‚ฟใงใฏ Issue ๆดปๅ‹•ใ‚’ๅˆฉ็”จใงใใพใ›ใ‚“

ๆœ€่ฟ‘ใฎใƒกใƒณใƒ†ใƒŠใƒณใ‚น

ๆƒ…ๅ ฑ

76

ๆœ€็ต‚ใƒ—ใƒƒใ‚ทใƒฅใ‹ใ‚‰ 4 ใ‹ๆœˆ

ใƒฉใ‚คใ‚ปใƒณใ‚นใฎๆ˜Ž็ขบใ•

ๅˆๆ ผ

86

MIT

README/SKILL.md ใฎๅฎŒๅ…จๆ€ง

ๅˆๆ ผ

90

ใƒกใ‚ฟใƒ‡ใƒผใ‚ฟใซใฏๅๅˆ†ใชๅˆฉ็”จใƒปใƒฏใƒผใ‚ฏใƒ•ใƒญใƒผๆ–‡่„ˆใŒใ‚ใ‚Šใพใ™

ไพๅญ˜้–ขไฟ‚๏ผใƒฉใƒณใ‚ฟใ‚คใƒ ใฎใƒชใ‚นใ‚ฏ

ๆƒ…ๅ ฑ

80

ๅค–้ƒจใƒ‘ใƒƒใ‚ฑใƒผใ‚ธใฎใ‚คใƒณใ‚นใƒˆใƒผใƒซ็ฏ„ๅ›ฒ

ใ‚คใƒณใ‚นใƒˆใƒผใƒซๅฏๅฆ

ๅˆๆ ผ

92

npx skills add decodingai-magazine/llm-twin-course

ใ‚คใƒณใ‚นใƒˆใƒผใƒซใ‚ณใƒžใƒณใƒ‰ใฎๅฎ‰ๅ…จๆ€ง

ๅˆๆ ผ

92

ๆจ™ๆบ–ใƒ‘ใƒƒใ‚ฑใƒผใ‚ธใพใŸใฏใƒฉใƒณใ‚ฟใ‚คใƒ ใฎใ‚คใƒณใ‚นใƒˆใƒผใƒซใƒ‘ใ‚น

ๆจฉ้™็ฏ„ๅ›ฒ

ๅˆๆ ผ

86

ใƒ•ใ‚กใ‚คใƒซใ‚ทใ‚นใƒ†ใƒ ใพใŸใฏใƒ‰ใ‚ญใƒฅใƒกใƒณใƒˆใ‚ขใ‚ฏใ‚ปใ‚น

ใƒชใƒใ‚ธใƒˆใƒชๆ นๆ‹ 

ๅˆๆ ผ

86

https://github.com/decodingai-magazine/llm-twin-course

ใƒฌใƒ“ใƒฅใƒผ็Šถๆณ

ๅˆๆ ผ

88

AI ใƒฌใƒ“ใƒฅใƒผใƒ‡ใƒผใ‚ฟใ‚’ๅˆฉ็”จใงใใพใ™

Agent ๆคœ่จผ็ตๆžœ

ๆƒ…ๅ ฑ

54

Agent ใฎๆˆๆžœใƒ‡ใƒผใ‚ฟใฏใพใ ใ‚ใ‚Šใพใ›ใ‚“

ใƒใ‚งใƒƒใ‚ฏ

ใ‚คใƒณใ‚นใƒˆใƒผใƒซใจๆŽก็”จใฎใƒฌใƒ“ใƒฅใƒผ

10 ๅˆๆ ผ ยท 4 ่ฆใƒฌใƒ“ใƒฅใƒผ

ใ‚คใƒณใ‚นใƒˆใƒผใƒซ็ตŒ่ทฏ

92

ๅˆๆ ผ

npx skills add decodingai-magazine/llm-twin-course

ใƒชใƒใ‚ธใƒˆใƒช

88

ๅˆๆ ผ

https://github.com/decodingai-magazine/llm-twin-course

ใƒฉใ‚คใ‚ปใƒณใ‚น

86

ๅˆๆ ผ

MIT

ใƒกใƒณใƒ†ใƒŠใƒณใ‚น

76

็ขบ่ช

ๆœ€็ต‚ใƒ—ใƒƒใ‚ทใƒฅใ‹ใ‚‰ 4 ใ‹ๆœˆ

AI ใƒฌใƒ“ใƒฅใƒผ

88

ๅˆๆ ผ

Approved with no listed issues

README/SKILL.md ใฎๅฎŒๅ…จๆ€ง

90

ๅˆๆ ผ

Usable description available

ไพๅญ˜้–ขไฟ‚ใƒชใ‚นใ‚ฏ

80

ๅˆๆ ผ

ๅค–้ƒจใƒ‘ใƒƒใ‚ฑใƒผใ‚ธใฎใ‚คใƒณใ‚นใƒˆใƒผใƒซ็ฏ„ๅ›ฒ

ใ‚คใƒณใ‚นใƒˆใƒผใƒซใ‚ณใƒžใƒณใƒ‰ใฎๅฎ‰ๅ…จๆ€ง

92

ๅˆๆ ผ

ๆจ™ๆบ–ใƒ‘ใƒƒใ‚ฑใƒผใ‚ธใพใŸใฏใƒฉใƒณใ‚ฟใ‚คใƒ ใฎใ‚คใƒณใ‚นใƒˆใƒผใƒซใƒ‘ใ‚น

ๆจฉ้™็ฏ„ๅ›ฒ

86

ๅˆๆ ผ

ใƒ•ใ‚กใ‚คใƒซใ‚ทใ‚นใƒ†ใƒ ใพใŸใฏใƒ‰ใ‚ญใƒฅใƒกใƒณใƒˆใ‚ขใ‚ฏใ‚ปใ‚น

ใ‚นใ‚ฟใƒผ๏ผใƒ•ใ‚ฉใƒผใ‚ฏๆดปๅ‹•

83

ๅˆๆ ผ

ใ‚นใ‚ฟใƒผ 4.3Kใ€ใƒ•ใ‚ฉใƒผใ‚ฏ 727; ็พๅœจใฎใƒกใ‚ฟใƒ‡ใƒผใ‚ฟใงใฏ Issue ๆดปๅ‹•ใ‚’ๅˆฉ็”จใงใใพใ›ใ‚“

ๆŽก็”จๅบฆ

88

ๅˆๆ ผ

GitHub ใ‚นใ‚ฟใƒผ 4.3K

Financial decision safety

58

็ขบ่ช

Research-only use: do not treat output as financial advice or execute a position without human approval.

่ญฆๅ‘Š

  • Financial research output is not financial advice; require human review before any live investment decision
  • Financial research output is not financial advice; require human review before any live investment decision.

ๆ–นๆณ•

ใ“ใฎใƒฌใƒใƒผใƒˆใฏๅ…ฌ้–‹ใƒกใ‚ฟใƒ‡ใƒผใ‚ฟใ€AI ใƒฌใƒ“ใƒฅใƒผใ€ใƒชใƒใ‚ธใƒˆใƒชใฎ้ฎฎๅบฆใ€ใ‚คใƒณใ‚นใƒˆใƒผใƒซๆบ–ๅ‚™ใ€OpenAgentSkill ใ‚คใƒ™ใƒณใƒˆใ€ๅ“่ณชใ‚นใ‚ณใ‚ขใ€ไฟก้ ผใƒใ‚งใƒƒใ‚ฏใ€Agent ใ‚ปใƒผใƒ•ใƒ†ใ‚ฃใ‚ฒใƒผใƒˆใ‚’็ตฑๅˆใ—ใพใ™ใ€‚ๅฎŒๅ…จใชใ‚ฝใƒผใ‚นใ‚ณใƒผใƒ‰็›ฃๆŸปใงใฏใ‚ใ‚Šใพใ›ใ‚“ใ€‚

่ฟ‘ใ„้ธๆŠž่‚ขใ‚’ๆฏ”่ผƒ

ๆฌกใซ็›ฃๆŸปใ™ใ‚‹้–ข้€ฃใ‚นใ‚ญใƒซ