ๅฎ‰่ฃ…ๅ‰่ฏ„ไผฐ

Llm Twin Course ่ฏ„ไผฐๆŠฅๅ‘Š.

ไธบ Agent ๆไพ›ๆœบๅ™จๅฏ่ฏป็š„ๅฎ‰่ฃ…ๅ†ณ็ญ–๏ผšไปปๅŠกๅŒน้…ใ€Trust Scoreใ€Audit Scoreใ€ๅฎ‰่ฃ…ๅฎ‰ๅ…จใ€ๆƒ้™่Œƒๅ›ด๏ผŒไปฅๅŠๅœจ Skill ่ฟ›ๅ…ฅๅทฅไฝœๅŒบๅ‰็š„ๅ…ทไฝ“้ชŒ่ฏ่ฎกๅˆ’ใ€‚

้œ€ๅฎกๆŸฅไธญ้ฃŽ้™ฉๅฎกๆŸฅ ็ญ–็•ฅ
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่ฏ„ไผฐๆŠฅๅ‘Š
87
ไฟกไปป
89
ๅฎก่ฎก
73
Agent ๅฎ‰ๅ…จ

ไบบๅทฅๅฎกๆŸฅ

ๅœจ็œŸๅฎžๅทฅไฝœๅŒบๅฎ‰่ฃ…ๅ‰้œ€่ฆไบบๅทฅๆ‰นๅ‡†ใ€‚

ๅฟ…่ฆๅ…ณๅก

Agent ๅฎ‰่ฃ…ๅ‰ๅฟ…้กป้€š่ฟ‡็š„ๆฃ€ๆŸฅ

ๆ‰“ๅผ€ JSON

ไปปๅŠกๅŒน้…ๅบฆ

94

้€š่ฟ‡

ไปปๅŠกๆ่ฟฐไธŽๆญค Skill ็š„ๅ…ƒๆ•ฐๆฎๅŒน้…ใ€‚

  • Evaluate Llm Twin Course before installing it in an agent workflow
  • development
  • Coding agents workflows; Claude Code teams; teams that value GitHub adoption signals

ๅฎ‰่ฃ…่ทฏๅพ„

92

้€š่ฟ‡

ๅฏ็”จๅฎ‰่ฃ…ไบคๆŽฅไฟกๆฏใ€‚

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

ๅฎ‰่ฃ…ๅ‘ฝไปคๅฎ‰ๅ…จๆ€ง

92

้€š่ฟ‡

ๆ ‡ๅ‡†่ฝฏไปถๅŒ…ๆˆ–่ฟ่กŒๆ—ถๅฎ‰่ฃ…่ทฏๅพ„

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

ไฟกไปป่ฏ„ๅˆ†

87

้€š่ฟ‡

Strong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/runtime risk, install safety, permission surface, and install availability.

  • ็”Ÿไบงๅ€™้€‰
  • 4.3K ไธช GitHub Stars
  • MIT

ๅฎก่ฎก่ฏ„ๅˆ†

89

่ญฆๅ‘Š

้œ€ๅฎกๆŸฅ

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

Agent ๅฎ‰ๅ…จ้—จๆง›

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่ญฆๅ‘Š

ๅฏ็”จๅ€™้€‰๏ผŒไฝ† Agent ๅœจๅฎ‰่ฃ…ๅ‰ๅบ”ๅฑ•็คบๆƒ้™ไธŽๅฎก่ฎก่ฏดๆ˜Žใ€‚

  • ๅœจ็œŸๅฎžๅทฅไฝœๅŒบๅฎ‰่ฃ…ๅ‰้œ€่ฆไบบๅทฅๆ‰นๅ‡†ใ€‚
  • Financial research output is not financial advice; require human review before any live investment decision

่ฎธๅฏ่ฏๆธ…ๆ™ฐๅบฆ

86

้€š่ฟ‡

MIT

  • MIT

ๆƒ้™่Œƒๅ›ด

86

้€š่ฟ‡

ๆ–‡ไปถ็ณป็ปŸๆˆ–ๆ–‡ๆกฃ่ฎฟ้—ฎ

  • Network access: medium
  • Filesystem access: medium

้ชŒ่ฏ่ฎกๅˆ’

Agent ๆŽฅไธ‹ๆฅๅบ”ๆ‰ง่กŒไป€ไนˆ

  1. 1ๅœจ็”Ÿไบงไฝฟ็”จๅ‰ๆฃ€ๆŸฅไป“ๅบ“ใ€README/SKILL.mdใ€่ฎธๅฏ่ฏไธŽๆœ€่ฟ‘ๆไบคใ€‚
  2. 2ๅœจๆฒกๆœ‰็”Ÿไบงๅฏ†้’ฅ็š„้š”็ฆปๅทฅไฝœๅŒบๆˆ–ๆฒ™็›’ไธญๅฎ‰่ฃ…ใ€‚
  3. 3่ฟ่กŒๆœ€ๅฐไปฃ่กจๆ€งไปปๅŠก๏ผŒๅนถ่ฎฐๅฝ•่ฎฟ้—ฎ็š„ๆ–‡ไปถใ€ๆ‰ง่กŒ็š„ๅ‘ฝไปคใ€็ฝ‘็ปœ่ฎฟ้—ฎๅ’Œ่พ“ๅ‡บใ€‚
  4. 4ๅฝ“่ฏ„ไผฐ็Šถๆ€ไธบโ€œๅฎกๆŸฅโ€ๆˆ–โ€œๅคฑ่ดฅโ€ๆ—ถ๏ผŒ่‡ณๅฐ‘ไธŽไธ€ไธชๆ›ฟไปฃ Skill ๆฏ”่พƒใ€‚
  5. 5ๅชๆœ‰ๅœจ Agent ๆŠฅๅ‘Š้ชŒ่ฏๆˆๅŠŸไธ”ๅทฒๆŽฅๅ—ๆœช่งฃๅ†ณ่ญฆๅ‘ŠๅŽ๏ผŒๆ‰ๆๅ‡ๅˆฐๆ›ด้ซ˜็Žฏๅขƒใ€‚

ไธ้€‚็”จๅœบๆ™ฏ

้œ€่ฆๆ”น็”จๅ…ถไป– Skill ็š„ๆƒ…ๅ†ต

  • ้œ€่ฆๅŽ‚ๅ•†ๆ”ฏๆŒ SLA ็š„ๅ›ข้˜Ÿ
  • ๆฒกๆœ‰ๅ†…้ƒจๅฎ‰ๅ…จๅฎกๆŸฅ็š„้ซ˜ๅˆ่ง„็Žฏๅขƒ
  • ๅฝ“ๅ‰ๅ…ƒๆ•ฐๆฎไธญๆœชๅ‘็Žฐ้‡ๅคง้ฃŽ้™ฉไฟกๅท
  • 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.
  • Production credentials, payments, or irreversible account changes without explicit human review

่พ…ๅŠฉๆฃ€ๆŸฅ

ๆ”ฏๆ’‘่ฏฅๅ†ณ็ญ–็š„ไฟกไปปไฟกๅท

README/SKILL.md ๅฎŒๆ•ดๅบฆ

้€š่ฟ‡

90

ๅ…ƒๆ•ฐๆฎๅŒ…ๅซ่ถณๅคŸ็š„็”จๆณ•ไธŽๅทฅไฝœๆตไธŠไธ‹ๆ–‡

่ฟ‘ๆœŸ็ปดๆŠค

่ญฆๅ‘Š

76

่ทไธŠๆฌกๆŽจ้€ 4 ไธชๆœˆ

ๅฏ็”จๆ›ฟไปฃๆ–นๆกˆ

้€š่ฟ‡

82

ๆœ‰ๅฏ็”จไบŽๆฏ”่พƒ็š„ๆ›ฟไปฃ Skillใ€‚