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SelfCtx

ไธ€ๅฅ่ฏ๏ผšๆŠŠไฝ ็š„ๅทฅไฝœๆ–นๅผใ€้กน็›ฎ่ƒŒๆ™ฏใ€ๅๅฅฝ่ง„ๅˆ™ๅญ˜ๆˆ Markdown๏ผŒ็ฒ˜่ดดๅˆฐไปปไฝ• AI ๆจกๅž‹็ซ‹ๅˆป็”Ÿๆ•ˆใ€‚

ๅˆ‡ๆขๆจกๅž‹ไธๅ†ไปŽ้›ถๅผ€ๅง‹ ยท 2 ๅˆ†้’ŸๆขๅคๅฎŒๆ•ดไธŠไธ‹ๆ–‡

GitHub stars

License: MIT

English ยท ๅฟซ้€Ÿๅผ€ๅง‹ ยท ๅšๅฎขๆ–‡็ซ 


๐Ÿ’ก ่ฟ™ๆ˜ฏไป€ไนˆ๏ผŸ

ไฝ ๆ˜ฏๅฆ้‡ๅˆฐ่ฟ‡่ฟ™ไบ›้—ฎ้ข˜๏ผš

  • โŒ ๆฏๆฌกๆขๆจกๅž‹่ฆ้‡ๆ–ฐโ€œ่ฐƒๆ•™โ€๏ผŒ่Šฑ 30-50 ๅˆ†้’Ÿ

  • โŒ Claude ่ฎฐไฝ็š„ไธŠไธ‹ๆ–‡๏ผŒChatGPT ๅฎŒๅ…จไธ็Ÿฅ้“

  • โŒ ๅนณๅฐ็š„ Memory ๅŠŸ่ƒฝ่ขซ้”ๆญป๏ผŒๆ— ๆณ•ๅฏผๅ‡บ่ฟ็งป

  • โŒ ไธ็กฎๅฎšๅ“ชไบ›ไฟกๆฏๅฏไปฅ็ป™ AI๏ผŒๅ“ชไบ›ไธ่ƒฝ

SelfCtx ่ฎฉไฝ ๏ผš

  • โœ… 2 ๅˆ†้’ŸๆขๅคๅฎŒๆ•ดไธŠไธ‹ๆ–‡๏ผˆvs ไผ ็ปŸ 30-50 ๅˆ†้’Ÿ๏ผ‰

  • โœ… ไธ€ไปฝๆ–‡ไปถ๏ผŒๆ‰€ๆœ‰ๆจกๅž‹้€š็”จ๏ผˆClaudeใ€ChatGPTใ€Geminiใ€DeepSeekโ€ฆโ€ฆ๏ผ‰

  • โœ… ๆœฌๅœฐๆŽŒๆŽง๏ผŒ้šๆ—ถๅฏผๅ‡บ่ฟ็งป

  • โœ… 4 ไธชๆŠซ้œฒ็บงๅˆซ๏ผŒๆŒ‰้œ€ๅˆ†็บงๅ…ฑไบซ


๐ŸŽฏ ๅทฅไฝœๅŽŸ็†

graph TB
    A[๐Ÿ“ my_pca/ ๆœฌๅœฐๆ–‡ไปถๅคน] --> B[D1_identity.md]
    A --> C[D2_cognitive_os.md ๐Ÿ”ฅ]
    A --> D[D5_capabilities.md]
    A --> E[D8_projects.md]
    
    A --> F[โš™๏ธ build.py]
    
    F --> G[๐Ÿ“ฆ exports/]
    G --> H[L0_public.md<br>500 tokens]
    G --> I[L1_work.md<br>2000 tokens]
    G --> J[L2_trusted.md<br>5000 tokens]
    G --> K[L3_full.md<br>ๅฎŒๆ•ด็‰ˆ]
    
    I -.๐Ÿ“‹ ๅคๅˆถ็ฒ˜่ดด.-> L[๐Ÿค– AI ๆจกๅž‹]
    L --> M[Claude]
    L --> N[ChatGPT]
    L --> O[Gemini]
    L --> P[DeepSeek]
    
    style C fill:#ff6b6b,color:#fff
    style I fill:#51cf66,color:#fff
    style L fill:#4dabf7,color:#fff
Loading

ๆ ธๅฟƒๆ€่ทฏ๏ผš

  1. ๆŠŠไฝ ็š„ๅทฅไฝœๆ–นๅผใ€ๆŠ€่ƒฝใ€้กน็›ฎๅ†™ๆˆ 10 ไธช Markdown ๆ–‡ไปถ

  2. ็”จ่„šๆœฌๅˆๅนถๆˆไธๅŒ็บงๅˆซ็š„ๆ–‡ไปถ๏ผˆL0-L3๏ผ‰

  3. ๅคๅˆถ็ฒ˜่ดดๅˆฐไปปไฝ• AI ๆจกๅž‹๏ผŒ็ซ‹ๅˆป็”Ÿๆ•ˆ


๐Ÿš€ ๅฟซ้€Ÿๅผ€ๅง‹๏ผˆ5 ๅˆ†้’Ÿ๏ผ‰

็ฌฌ 1 ๆญฅ๏ผšๅ…‹้š†ไป“ๅบ“

git clone https://github.com/s87343472/selfctx.git
cd selfctx

็ฌฌ 2 ๆญฅ๏ผšๅกซๅ†™ไฝ ็š„ไฟกๆฏ

ๆ‰“ๅผ€ my_pca/ ๆ–‡ไปถๅคน๏ผŒ็ผ–่พ‘่ฟ™ 4 ไธชๆ ธๅฟƒๆ–‡ไปถ๏ผš

my_pca/
โ”œโ”€โ”€ D1_identity.md          # ไฝ ๆ˜ฏ่ฐ๏ผˆ่Œไธšใ€่ƒŒๆ™ฏ๏ผ‰
โ”œโ”€โ”€ D2_cognitive_os.md      # ๐Ÿ”ฅ ๆ ธๅฟƒ๏ผAI ๅฟ…้กป้ตๅฎˆ็š„่ง„ๅˆ™
โ”œโ”€โ”€ D5_capabilities.md      # ไฝ ็š„ๆŠ€่ƒฝๅ’Œไธ“้•ฟ
โ””โ”€โ”€ D8_projects.md          # ๅฝ“ๅ‰้กน็›ฎ

๐Ÿ’ก ไธ็Ÿฅ้“ๆ€Žไนˆๅ†™๏ผŸ็‚นๅ‡ปๆŸฅ็œ‹็คบไพ‹

D2_cognitive_os.md ็คบไพ‹๏ผˆ่ฟ™ๆ˜ฏๆœ€้‡่ฆ็š„ๆ–‡ไปถ๏ผ‰๏ผš

# D2 ่ฎค็Ÿฅๆ“ไฝœ็ณป็ปŸ

## ่พ“ๅ‡บ่ง„ๅˆ™
- ๆฐธ่ฟœ็”จไธญๆ–‡ๅ›žๅค
- ไปฃ็ ๅฟ…้กปๅธฆๆณจ้‡Š
- ็ป™ๆˆ‘ 3 ไธชๆ–นๆกˆ่€Œไธๆ˜ฏ 1 ไธช

## ๅทฅไฝœๆ–นๅผ
- ๆˆ‘ๅๅฅฝๆธ่ฟ›ๅผๅฎž็Žฐ๏ผŒไธ่ฆไธ€ๆฌกๆ€งๅคง้‡ๆž„
- ้‡ๅˆฐๆŠ€ๆœฏ้€‰ๅž‹ๅ…ˆ้—ฎๆˆ‘๏ผŒไธ่ฆ่‡ชๅทฑๅ†ณๅฎš

## ็ฆๆญขไบ‹้กน
โŒ ไธ่ฆ็›ดๆŽฅ็ป™ไปฃ็ ่ฎฉๆˆ‘ๅคๅˆถ็ฒ˜่ดด๏ผˆๆˆ‘่ฆ็†่งฃๅŽŸ็†๏ผ‰
โŒ ไธ่ฆ็”จ"ๅบ”่ฏฅ"ใ€"ๅฏ่ƒฝ"็ญ‰ๆจก็ณŠ่ฏๆฑ‡๏ผˆ่ฆๆ˜Ž็กฎ๏ผ‰

ๅฎŒๆ•ด็คบไพ‹๏ผšๆŸฅ็œ‹ examples/product_manager/ ๆ–‡ไปถๅคน

็ฌฌ 3 ๆญฅ๏ผš็”Ÿๆˆๅฏ็ฒ˜่ดด็š„ๆ–‡ไปถ

python build.py --level L1  # ็”Ÿๆˆๅทฅไฝœ็‰ˆ๏ผˆๆŽจ่๏ผ‰

ไผšๅœจ exports/ ็”Ÿๆˆ L1_work.md

็ฌฌ 4 ๆญฅ๏ผš็ฒ˜่ดดๅˆฐไปปไฝ• AI

ๅคๅˆถ exports/L1_work.md ็š„ๅ†…ๅฎน๏ผŒ็ฒ˜่ดดๅˆฐ๏ผš

AI ๆจกๅž‹ ็ฒ˜่ดดไฝ็ฝฎ
Claude Project Knowledge
ChatGPT Custom Instructions ๆˆ–ๅฏน่ฏๅผ€ๅคด
Gemini System Instructions
DeepSeek / Qwen ๅฏน่ฏๅผ€ๅคด

ๅฎŒๆˆ๏ผ AI ็Žฐๅœจ่ฎฐไฝไฝ ไบ† ๐ŸŽ‰


๐Ÿ“Š ๅฎž้™…ๆ•ˆๆžœๅฏนๆฏ”

โŒ ๆฒกๆœ‰ SelfCtx

ไฝ : ๅธฎๆˆ‘ๅ†™ไธช React ็ป„ไปถ

AI: ๅฅฝ็š„๏ผŒ่ฟ™ๆ˜ฏไธ€ไธชๅŸบ็ก€็ป„ไปถ...
    ๏ผˆ็”Ÿๆˆ class ็ป„ไปถ๏ผ‰

ไฝ : ๆˆ‘่ฆๅ‡ฝๆ•ฐๅผ็ป„ไปถ๏ผŒ็”จ TypeScript๏ผŒๅธฆๅ•ๆต‹

AI: ๅฅฝ็š„๏ผŒ้‡ๆ–ฐๅ†™...

ไฝ : ็”จๆˆ‘ไปฌ้กน็›ฎ็š„ design system

AI: ไฝ ไปฌ็”จไป€ไนˆ design system๏ผŸ

โœ… ไฝฟ็”จ SelfCtx๏ผˆL1 ็บงๅˆซ๏ผ‰

ไฝ : ๅธฎๆˆ‘ๅ†™ไธช React ็ป„ไปถ

AI: ๆ นๆฎไฝ ็š„ๆŠ€ๆœฏๆ ˆ๏ผˆReact 18 + TS + Vitest๏ผ‰๏ผŒ
    ไฝฟ็”จไฝ ไปฌ็š„ Ant Design 5.0 ่ง„่Œƒ๏ผŒ
    ่ฟ™ๆ˜ฏๅ‡ฝๆ•ฐๅผ็ป„ไปถ + ๅ•ๆต‹...
    
    [็›ดๆŽฅ็ป™ๅ‡บ็ฌฆๅˆ้กน็›ฎ่ง„่Œƒ็š„ไปฃ็ ]

่Š‚็œๆ—ถ้—ด๏ผšไปŽๆฏๆฌก 30-50 ๅˆ†้’Ÿ โ†’ 2 ๅˆ†้’Ÿ


๐ŸŽš๏ธ 4 ไธชๆŠซ้œฒ็บงๅˆซ

็บงๅˆซ Token ๅŒ…ๅซๅ†…ๅฎน ้€‚็”จๅœบๆ™ฏ
L0 ๅ…ฌๅผ€็‰ˆ <500 ่บซไปฝๆ ‡็ญพ + ่กŒไธบ่ง„ๅˆ™ ๅ…ฌๅผ€ๅˆ†ไบซใ€ๆผ”็คบ
L1 ๅทฅไฝœ็‰ˆ โญ <2000 + ้กน็›ฎ/ๆŠ€่ƒฝ/ๅทฅไฝœๅ…ณ็ณป ๆ—ฅๅธธๆŽจ่
L2 ไฟกไปป็‰ˆ <5000 ๅ…จ้ƒจ็ปดๅบฆ๏ผˆ่„ฑๆ•๏ผ‰ ้•ฟๆœŸไธปๅŠ›ๆจกๅž‹
L3 ๅ…จ้‡็‰ˆ ไธ้™ ๅŽŸๅง‹ๆ•ฐๆฎ ไป…ๆœฌๅœฐ๏ผŒๆฐธไธๅค–ๅ‘

้ฆ–ๆฌกๅปบ็ซ‹๏ผš15-30 ๅˆ†้’Ÿไน‹ๅŽ่ฟ็งป๏ผš2 ๅˆ†้’Ÿ


๐Ÿ“ 10 ไธช็ปดๅบฆ่ฏฆ่งฃ

graph TD
    D1[D1 ๅ™ไบ‹่บซไปฝ<br>ๅนดๅบฆๆ›ดๆ–ฐ] --> D2[D2 ่ฎค็Ÿฅ OS ๐Ÿ”ฅ<br>ๅญฃๅบฆๆ›ดๆ–ฐ]
    
    D2 --> D3[D3 ๅ…ท่บซ็Šถๆ€<br>ๆœˆๅบฆๆ›ดๆ–ฐ]
    D2 --> D4[D4 ๆƒ…็ปชๅฟƒ็†<br>ๆœˆๅบฆๆ›ดๆ–ฐ]
    D2 --> D5[D5 ่ƒฝๅŠ›ไธ“้•ฟ<br>ๅญฃๅบฆๆ›ดๆ–ฐ]
    
    D5 --> D6[D6 ่ต„ไบงๅ›พ่ฐฑ<br>ๅญฃๅบฆๆ›ดๆ–ฐ]
    D5 --> D7[D7 ๅ…ณ็ณป็ฝ‘็ปœ<br>ๅญฃๅบฆๆ›ดๆ–ฐ]
    D5 --> D8[D8 ้กน็›ฎๅฟซ็…ง<br>ๆœˆๅบฆๆ›ดๆ–ฐ]
    
    D1 --> D9[D9 ๅ…ด่ถฃๅฎก็พŽ<br>ๅนดๅบฆๆ›ดๆ–ฐ]
    D1 --> D10[D10 ไธ–็•Œ่ง‚ๅฟ—ๅ‘<br>ๅนดๅบฆๆ›ดๆ–ฐ]
    
    style D2 fill:#ff6b6b,color:#fff
    style D5 fill:#51cf66,color:#fff
    style D8 fill:#ffd93d,color:#000
Loading

็‚นๅ‡ปๅฑ•ๅผ€ๅฎŒๆ•ด็ปดๅบฆ่ฏดๆ˜Ž

# ็ปดๅบฆ ๆ›ดๆ–ฐ้ข‘็އ ่ฏดๆ˜Ž
D1 ๅ™ไบ‹่บซไปฝ ๅนดๅบฆ ๆˆ‘ๆ˜ฏ่ฐ๏ผˆ่Œไธšใ€ๆ•™่‚ฒใ€ๅœฐๅŸŸ๏ผ‰
D2 ่ฎค็Ÿฅๆ“ไฝœ็ณป็ปŸ ๅญฃๅบฆ ๐Ÿ”ฅ ๆ ธๅฟƒ๏ผAI ็š„ๅผบๅˆถ่ง„ๅˆ™
D3 ๅ…ท่บซ็Šถๆ€ ๆœˆๅบฆ ๅฅๅบทใ€่ƒฝ้‡ใ€ไฝœๆฏ
D4 ๆƒ…็ปชไธŽๅฟƒ็† ๆœˆๅบฆ ๅฏ้€‰๏ผŒๅฝ“ๅ‰ๅฟƒ็†็Šถๆ€
D5 ่ƒฝๅŠ›ไธŽไธ“้•ฟ ๅญฃๅบฆ ๆŠ€่ƒฝๆ ‘ใ€ๅทฅๅ…ท้“พ
D6 ่ต„ไบงๅ›พ่ฐฑ ๅญฃๅบฆ ไบงๅ“/่ฎพๅค‡/ไปฃ็ ๅบ“
D7 ๅ…ณ็ณป็ฝ‘็ปœ ๅญฃๅบฆ ๅทฅไฝœๅ…ณ็ณปใ€ๅไฝœ่€…
D8 ้กน็›ฎๅฟซ็…ง ๆœˆๅบฆ 3-12 ไธชๆœˆ็ช—ๅฃ็š„้กน็›ฎ
D9 ๅ…ด่ถฃไธŽๅฎก็พŽ ๅนดๅบฆ ๅๅฅฝใ€ๅ“ๅ‘ณ
D10 ไธ–็•Œ่ง‚ไธŽๅฟ—ๅ‘ ๅนดๅบฆ ้•ฟๆœŸ็›ฎๆ ‡ใ€ไปทๅ€ผ่ง‚

D2 ๆ˜ฏๆ ธๅฟƒใ€‚ ๅฎƒๅญ˜็š„ไธๆ˜ฏๅๅฅฝ๏ผŒๆ˜ฏ่ง„ๅˆ™โ€”โ€”็ฒ˜่ดด่ฟ›ไปปไฝ•ๆจกๅž‹็ซ‹ๅˆปๅผบๅˆถๆ‰ง่กŒใ€‚


๐Ÿค– ๆจกๅž‹ๅ…ผๅฎนๆ€ง

ๆจกๅž‹ L0 L1 L2 ๅค‡ๆณจ
Claude Opus 4.8 / Sonnet 4.6 โœ“ โœ“ โœ“ ๅฎŒ็พŽๆ”ฏๆŒ
GPT-5.5 / GPT-5.4 โœ“ โœ“ โœ“ ๅฎŒ็พŽๆ”ฏๆŒ
Gemini 3.1 Pro โœ“ โœ“ โœ“ ๅฎŒ็พŽๆ”ฏๆŒ
Gemini 3 Flash โœ“ โœ“ โ–ณ ๅŸบๆœฌๅฏ็”จ
Grok 4 / 4.3 โœ“ โœ“ โ–ณ ๅŸบๆœฌๅฏ็”จ
DeepSeek V3.2 โœ“ โœ“ โ–ณ ๅŸบๆœฌๅฏ็”จ
Qwen 3.5 โœ“ โœ“ โ–ณ ๅŸบๆœฌๅฏ็”จ
Mistral Large โœ“ โœ“ โ–ณ ๅŸบๆœฌๅฏ็”จ

โœ“ ๅฎŒๅ…จๆ”ฏๆŒ ยท โ–ณ ๅŸบๆœฌๅฏ็”จ๏ผŒ้ƒจๅˆ†ๅญ—ๆฎต่ฏ†ๅˆซไธๅคŸ็ฒพๅ‡†


๐Ÿ”’ ๅฎ‰ๅ…จๆ้†’

โš ๏ธ ้‡่ฆ๏ผšๆŠŠ่ฟ™ไบ›ๆ–‡ไปถๅŠ ๅ…ฅ .gitignore๏ผš

# SelfCtx ๆ•ๆ„Ÿๆ–‡ไปถ
exports/L3_full.md
my_pca/D4_emotional.md
my_pca/D7_relationships.md

้š็งๅŽŸๅˆ™๏ผš

  • โœ… L0/L1 ๅฏไปฅๅ…ฌๅผ€ๅˆ†ไบซ

  • โš ๏ธ L2 ๅช็ป™ไฟกไปป็š„ไธปๅŠ›ๆจกๅž‹

  • โŒ L3 ๆฐธ่ฟœไธ่ฆไธŠไผ ๅˆฐไปปไฝ•ๅนณๅฐ


โ“ FAQ

Q: ๅ’Œๅนณๅฐ็š„ Memory ๅŠŸ่ƒฝๆœ‰ไป€ไนˆๅŒบๅˆซ๏ผŸ

A: ๅนณๅฐ Memory ่ขซ้”ๆญปๅœจๅ•ไธ€ๆจกๅž‹๏ผŒๆ— ๆณ•ๅฏผๅ‡บๆˆ–่ฟ็งปใ€‚SelfCtx ๆ˜ฏๆœฌๅœฐ Markdown ๆ–‡ไปถ๏ผŒไฝ ๅฎŒๅ…จๆŽŒๆŽง๏ผŒๅฏไปฅ่ทจๆ‰€ๆœ‰ๆจกๅž‹ไฝฟ็”จใ€‚

Q: ้œ€่ฆ็ผ–็จ‹ๅŸบ็ก€ๅ—๏ผŸ

A: ไธ้œ€่ฆใ€‚ๅช้œ€่ฆไผš็ผ–่พ‘ Markdown ๆ–‡ไปถใ€‚build.py ๆ˜ฏๅฏ้€‰็š„๏ผŒไฝ ไนŸๅฏไปฅๆ‰‹ๅŠจๅˆๅนถๆ–‡ไปถใ€‚

Q: Token ไผšไธไผšๅคชๅคš๏ผŸ

A: L1 ๅทฅไฝœ็‰ˆ <2000 tokens๏ผŒ็›ธๅฝ“ไบŽไธ€้กต A4 ็บธใ€‚็Žฐไปฃๆจกๅž‹ๆ”ฏๆŒ 128K-200K tokens๏ผŒๅฎŒๅ…จๆ— ๅŽ‹ๅŠ›ใ€‚

Q: ๅคšไน…ๆ›ดๆ–ฐไธ€ๆฌก๏ผŸ

A:

  • D2๏ผˆ่ฎค็Ÿฅ OS๏ผ‰๏ผšๆฏๅญฃๅบฆๅฎก่ง†ไธ€ๆฌก

  • D8๏ผˆ้กน็›ฎๅฟซ็…ง๏ผ‰๏ผšๆฏๆœˆๆ›ดๆ–ฐ

  • D1/D9/D10๏ผšๆฏๅนดๆ›ดๆ–ฐ

  • ๅ…ถไป–็ปดๅบฆ๏ผšๆŒ‰้œ€ๆ›ดๆ–ฐ

Q: ๅฏไปฅๅ›ข้˜Ÿๅ…ฑไบซๅ—๏ผŸ

A: ๅฏไปฅ๏ผๅฏผๅ‡บ L0 ๅ…ฌๅผ€็‰ˆ็ป™ๅ›ข้˜Ÿ๏ผŒๅŒ…ๅซๅ›ข้˜Ÿ็š„ๅทฅไฝœ่ง„่Œƒๅ’Œ่กŒไธบๅ‡†ๅˆ™ใ€‚ๆฏไธชไบบๅ†ๅŸบไบŽๆญคๆทปๅŠ ่‡ชๅทฑ็š„ไธชไบบ็ปดๅบฆใ€‚

Q: ๅ’Œ Anthropic Projects ๆœ‰ไป€ไนˆๅŒบๅˆซ๏ผŸ

A: Anthropic Projects ๅช่ƒฝๅœจ Claude ไธญไฝฟ็”จใ€‚SelfCtx ๆ˜ฏๆจกๅž‹ๆ— ๅ…ณ็š„๏ผŒๅฏไปฅๅœจไปปไฝ• AI ๆจกๅž‹ไธญไฝฟ็”จ๏ผŒๅŒ…ๆ‹ฌๆœฌๅœฐๆจกๅž‹ใ€‚


๐Ÿ“š ็คบไพ‹ๆ–‡ไปถ

ๆˆ‘ไปฌๆไพ›ไบ† 3 ไธช่Œไธš็š„ๅฎŒๆ•ด็คบไพ‹๏ผš

  • ไบงๅ“็ป็† - B2B SaaS ไบงๅ“็ป็†็š„ๅฎŒๆ•ด้…็ฝฎ

  • ๅผ€ๅ‘่€… - ๅ…จๆ ˆๅผ€ๅ‘่€…็š„ๆŠ€ๆœฏๆ ˆๅ’Œๅทฅไฝœๆต

  • ่ฎพ่ฎกๅธˆ - UI/UX ่ฎพ่ฎกๅธˆ็š„่ฎพ่ฎกๅŽŸๅˆ™ๅ’Œๅทฅๅ…ท้“พ

ๆฏไธช็คบไพ‹้ƒฝๅŒ…ๅซ๏ผš

  • โœ… ๅฎŒๆ•ด็š„ 10 ไธช็ปดๅบฆๆ–‡ไปถ

  • โœ… ๅฏ็›ดๆŽฅไฝฟ็”จ็š„ L1 ๅทฅไฝœ็‰ˆ

  • โœ… ่ฏฆ็ป†็š„ๅกซๅ†™่ฏดๆ˜Ž


๐ŸŽ ่ฟ›้˜ถ๏ผšClaude Skill๏ผˆๅฏ้€‰๏ผ‰

ๅฆ‚ๆžœไฝ ็”จ Claude๏ผŒๅฏไปฅๅฎ‰่ฃ…ๅขžๅผบๆŠ€่ƒฝ๏ผš

  1. ไธ‹่ฝฝ selfctx.skill

  2. Claude ่ฎพ็ฝฎ โ†’ Skills โ†’ Import

  3. ่Žทๅพ—่ƒฝๅŠ›๏ผš

    • ่‡ชๅŠจๆœ็ดขๅކๅฒๅฏน่ฏ

    • ็ป“ๆž„ๅŒ–ๅฏผๅ‡บไธŠไธ‹ๆ–‡

    • ๅฏน่ฏไธญ็›ดๆŽฅๆ›ดๆ–ฐ็ปดๅบฆ

้œ€่ฆ Claude 3.5+


๐Ÿ—บ๏ธ Roadmap

  • ๅŸบ็ก€ๆก†ๆžถๅ’Œ 10 ไธช็ปดๅบฆ

  • 4 ็บงๆŠซ้œฒ็ณป็ปŸ

  • Claude Skill ้›†ๆˆ

  • VS Code ๆ’ไปถ๏ผˆไธ€้”ฎๅŒๆญฅ๏ผ‰

  • Web ๅฏ่ง†ๅŒ–็ผ–่พ‘ๅ™จ

  • ๅ›ข้˜Ÿ็‰ˆ๏ผˆๅ…ฑไบซ L0 + ไธชไบบ L1-L3๏ผ‰

  • AI ่‡ชๅŠจๆๅ–๏ผˆไปŽๅކๅฒๅฏน่ฏ็”Ÿๆˆ SelfCtx๏ผ‰


๐Ÿค ่ดก็Œฎ & ๅ้ฆˆ

  • ๐Ÿ› ๆไบค Bug

  • ๐Ÿ’ก ๅŠŸ่ƒฝๅปบ่ฎฎ

  • โญ ๅฆ‚ๆžœๆœ‰็”จ๏ผŒ่ฏท็‚น Star

  • ๐Ÿ”€ ๆฌข่ฟŽๆไบค PR๏ผˆๅฐคๅ…ถๆ˜ฏๆ–ฐ็š„่Œไธš็คบไพ‹๏ผ‰


๐Ÿ“– ๅปถไผธ้˜…่ฏป


๐Ÿ“„ License

MIT License - ่ฏฆ่ง LICENSE


๐Ÿ‘ค ๅ…ณไบŽไฝœ่€…

SagaSu - ไบงๅ“ไบบ ร— AI ๅฎž่ทต่€…

ไธไผšๅ†™ไปฃ็ ๏ผŒ็”จ AI Agent ไปŽ้›ถ้€ ไบ† OmniConvert3900+ ้กตใ€8 ็ง่ฏญ่จ€ใ€73 ็งๆ–‡ไปถๆ ผๅผไบ’่ฝฌ็š„ๅœจ็บฟๅทฅๅ…ท

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ๅฆ‚ๆžœ SelfCtx ๅธฎๅˆฐไบ†ไฝ ๏ผŒ่ฏท็‚น โญ Star ๆ”ฏๆŒไธ€ไธ‹๏ผ



SelfCtx (English)

One sentence: Store your work style, project context, and behavior rules as Markdown, paste into any AI model, works instantly.

Stop re-introducing yourself ยท Context restored in 2 minutes

GitHub stars

License: MIT

ไธญๆ–‡ ยท Quick Start ยท Blog Post


๐Ÿ’ก What is this?

Have you ever experienced:

  • โŒ 30-50 min to re-onboard a new model

  • โŒ Context scattered across platforms

  • โŒ Platform memory can't cross models

  • โŒ Unsure what's safe to share

SelfCtx gives you:

  • โœ… 2 min to restore full context (vs 30-50 min)

  • โœ… One file, all models (Claude, ChatGPT, Gemini, DeepSeek...)

  • โœ… Plain Markdown, locally owned

  • โœ… 4 disclosure levels, you decide


๐ŸŽฏ How it works

graph TB
    A[๐Ÿ“ my_pca/ Local folder] --> B[D1_identity.md]
    A --> C[D2_cognitive_os.md ๐Ÿ”ฅ]
    A --> D[D5_capabilities.md]
    A --> E[D8_projects.md]
    
    A --> F[โš™๏ธ build.py]
    
    F --> G[๐Ÿ“ฆ exports/]
    G --> H[L0_public.md<br>500 tokens]
    G --> I[L1_work.md<br>2000 tokens]
    G --> J[L2_trusted.md<br>5000 tokens]
    G --> K[L3_full.md<br>Full version]
    
    I -.๐Ÿ“‹ Copy & Paste.-> L[๐Ÿค– AI Models]
    L --> M[Claude]
    L --> N[ChatGPT]
    L --> O[Gemini]
    L --> P[DeepSeek]
    
    style C fill:#ff6b6b,color:#fff
    style I fill:#51cf66,color:#fff
    style L fill:#4dabf7,color:#fff
Loading

Core idea:

  1. Write your work style, skills, projects as 10 Markdown files

  2. Merge into different levels (L0-L3) with script

  3. Copy & paste into any AI model, works instantly


๐Ÿš€ Quick Start (5 minutes)

Step 1: Clone the repo

git clone https://github.com/s87343472/selfctx.git
cd selfctx

Step 2: Fill in your info

Edit these 4 core files in my_pca/:

my_pca/
โ”œโ”€โ”€ D1_identity.md          # Who you are
โ”œโ”€โ”€ D2_cognitive_os.md      # ๐Ÿ”ฅ Core! AI behavior rules
โ”œโ”€โ”€ D5_capabilities.md      # Your skills
โ””โ”€โ”€ D8_projects.md          # Current projects

๐Ÿ’ก Need examples? Click to view

D2_cognitive_os.md example (Most important file):

# D2 Cognitive OS

## Output Rules
- Always reply in English
- Code must have comments
- Give me 3 options, not 1

## Work Style
- Prefer incremental implementation, no big refactors
- Ask me before making tech choices

## Don'ts
โŒ Don't just give code to copy-paste (explain the logic)
โŒ Don't use vague words like "should", "might" (be specific)

Full examples: See examples/product_manager/

Step 3: Generate paste-ready file

python build.py --level L1  # Generate work version (recommended)

This creates exports/L1_work.md

Step 4: Paste into any AI

Copy exports/L1_work.md content and paste into:

AI Model Where to paste
Claude Project Knowledge
ChatGPT Custom Instructions or start of chat
Gemini System Instructions
DeepSeek / Qwen Start of chat

Done! AI now remembers you ๐ŸŽ‰


๐Ÿ“Š Effect Comparison

โŒ Without SelfCtx

You: Write a React component

AI: Here's a basic component...
    (generates class component)

You: I need functional, TypeScript, with tests

AI: OK, rewriting...

You: Use our design system

AI: Which design system do you use?

โœ… With SelfCtx (L1 level)

You: Write a React component

AI: Based on your stack (React 18 + TS + Vitest),
    using your Ant Design 5.0 specs,
    here's a functional component + tests...
    
    [Directly gives code matching your standards]

Time saved: From 30-50 min โ†’ 2 min


๐ŸŽš๏ธ 4 Disclosure Levels

Level Tokens Contents Use Case
L0 Public <500 Identity tags + behavior rules Share freely, zero risk
L1 Work โญ <2000 + Projects / expertise / work relationships Daily AI collaboration (recommended start)
L2 Trusted <5000 All dimensions, sensitive fields redacted Long-term primary model
L3 Full Unlimited Raw data Local only, never share

First setup: ~15โ€“30 minEvery migration after: ~2 min


๐Ÿ“ 10 Dimensions Explained

graph TD
    D1[D1 Narrative Identity<br>Yearly update] --> D2[D2 Cognitive OS ๐Ÿ”ฅ<br>Quarterly update]
    
    D2 --> D3[D3 Embodied State<br>Monthly update]
    D2 --> D4[D4 Emotional State<br>Monthly update]
    D2 --> D5[D5 Capabilities<br>Quarterly update]
    
    D5 --> D6[D6 Asset Map<br>Quarterly update]
    D5 --> D7[D7 Relationships<br>Quarterly update]
    D5 --> D8[D8 Project Snapshot<br>Monthly update]
    
    D1 --> D9[D9 Interests<br>Yearly update]
    D1 --> D10[D10 Worldview<br>Yearly update]
    
    style D2 fill:#ff6b6b,color:#fff
    style D5 fill:#51cf66,color:#fff
    style D8 fill:#ffd93d,color:#000
Loading

Click to expand full dimension list

# Dimension Update Freq Description
D1 Narrative Identity Yearly Who I am (career, education, location)
D2 Cognitive OS Quarterly ๐Ÿ”ฅ Core! Hard rules for AI
D3 Embodied State Monthly Health & energy
D4 Emotional & Psychological Monthly Optional, current mental state
D5 Capabilities & Expertise Quarterly Skills, toolchain
D6 Asset Map Quarterly Products / devices / repos
D7 Relationship Network Quarterly Work relationships
D8 Project Snapshot Monthly 3โ€“12 month window
D9 Interests & Aesthetics Yearly Preferences, taste
D10 Worldview & Aspirations Yearly Long-term goals, values

D2 is the core. It stores not preferences but enforced rules โ€” active the moment you paste them.


๐Ÿค– Model Compatibility

Model L0 L1 L2 Notes
Claude Opus 4.8 / Sonnet 4.6 โœ“ โœ“ โœ“ Full support
GPT-5.5 / GPT-5.4 โœ“ โœ“ โœ“ Full support
Gemini 3.1 Pro โœ“ โœ“ โœ“ Full support
Gemini 3 Flash โœ“ โœ“ โ–ณ Works well
Grok 4 / 4.3 โœ“ โœ“ โ–ณ Works well
DeepSeek V3.2 โœ“ โœ“ โ–ณ Works well
Qwen 3.5 โœ“ โœ“ โ–ณ Works well
Mistral Large โœ“ โœ“ โ–ณ Works well

โœ“ Full support ยท โ–ณ Works, some fields less accurately parsed


๐Ÿ”’ Security

โš ๏ธ Important: Add these to .gitignore:

# SelfCtx sensitive files
exports/L3_full.md
my_pca/D4_emotional.md
my_pca/D7_relationships.md

Privacy principles:

  • โœ… L0/L1 safe to share publicly

  • โš ๏ธ L2 only for trusted primary models

  • โŒ L3 never upload anywhere


โ“ FAQ

**Q: How is this different from platform Memory?**A: Platform Memory is locked to one model. SelfCtx is local Markdown, portable across all models.

**Q: Do I need programming skills?**A: No. Just edit Markdown files. build.py is optional.

**Q: Won't this use too many tokens?**A: L1 is <2000 tokens (one A4 page). Modern models handle 128Kโ€“200K tokens easily.

**Q: How often to update?**A: D2 (Cognitive OS) quarterly, D8 (Projects) monthly, D1/D9/D10 yearly.

**Q: Can teams share this?**A: Yes! Export L0 public version for team standards. Each person adds their personal dimensions.


๐Ÿ“š Examples

  • Product Manager - Full B2B SaaS PM config

  • Developer - Full-stack dev tech stack

  • Designer - UI/UX design principles


๐Ÿค Contributing

  • ๐Ÿ› Report Bug

  • ๐Ÿ’ก Feature Request

  • โญ Star if useful

  • ๐Ÿ”€ PRs welcome (especially new profession examples)


๐Ÿ“– Further Reading


๐Ÿ“„ License

MIT License - see LICENSE


If SelfCtx helped you, please โญ Star to support!

Made with โค๏ธ by SagaSu

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