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MS ์—…๋ฌด์ž๋™ํ™” ์†”๋ฃจ์…˜ ์ปจ์„คํŒ… CLI ์—์ด์ „ํŠธ

Microsoft ์ƒํƒœ๊ณ„ ๋‚ด ์—…๋ฌด ์ž๋™ํ™” ์†”๋ฃจ์…˜์„ ๋ถ„์„ยท์ œ์•ˆํ•˜๊ณ , AI 3์ข… ์˜๊ฒฌ ๋น„๊ต ๋ฐ ์ตœ์ข… ์‚ฐ์ถœ๋ฌผ ํŒŒ์ผ์„ ์ƒ์„ฑํ•˜๋Š” CLI ์—์ด์ „ํŠธ.


์Šคํ‚ฌ ๋ถ„๋ฅ˜: ๋ฒ”์šฉ vs ์ „์šฉ

๋ฒ”์šฉ(General) ์Šคํ‚ฌ โ€” ๋‹ค๋ฅธ ํ”„๋กœ์ ํŠธ์—๋„ ์ด์‹ ๊ฐ€๋Šฅ

์Šคํ‚ฌ ์ด์œ 
dev-log ์ˆœ์ˆ˜ ๋กœ๊น… โ€” ํ”„๋กœ์ ํŠธ ๋…๋ฆฝ์ 
ai-analysis AI ํ˜ธ์ถœ ์ถ”์  โ€” ๋ชจ๋ธ๋ช…/์ด๋ฒคํŠธ ํƒ€์ž…๋งŒ ๋ฐ”๊พธ๋ฉด ๋ฒ”์šฉ
readme-update README ๊ฐฑ์‹  ๋ฉ”์ปค๋‹ˆ์ฆ˜์€ ์–ด๋А ํ”„๋กœ์ ํŠธ์—๋‚˜ ์ ์šฉ ๊ฐ€๋Šฅ
ai-multi-discussion ์˜์‚ฌ๊ฒฐ์ • ๋…ผ์˜ ํ”„๋ ˆ์ž„์›Œํฌ โ€” AI ๋„๊ตฌ ์„ค์ •๋งŒ ์™ธ๋ถ€ํ™”
archive JSONL ๋กœ๊ทธ ๋ณด์กด ์ •์ฑ…(๊ธฐ๊ฐ„/Cold Storage/CSV ์š”์•ฝ) โ€” CSV ์ปฌ๋Ÿผ๋งŒ ๊ต์ฒดํ•˜๋ฉด ๋ฒ”์šฉ

์ „์šฉ(Project-specific) ์Šคํ‚ฌ โ€” ์ด ํ”„๋กœ์ ํŠธ์— ํŠนํ™”

์Šคํ‚ฌ ์ด์œ 
parse-requirement MS ์ œํ’ˆ ํžŒํŠธ, ๋„๋ฉ”์ธ ๋ถ„๋ฅ˜๊ฐ€ MS ์ž๋™ํ™” ์ปจ์„คํŒ…์— ํŠนํ™”
ms-solution-recommend Deep ๋ชจ๋“œ ์ฐธ๊ณ  ๋ฐ์ดํ„ฐ ์ œ๊ณต ์—ญํ•  (solutions.md ๊ด€๋ฆฌ)
generate-output ๊ณตํ†ต ์Šคํ‚ค๋งˆยท์žฌ์ปจ์„คํŒ… ์ด๋ ฅยทDeep ๋ถ€๋ก ์ฒ˜๋ฆฌ๊ฐ€ ํ”„๋กœ์ ํŠธ ์ „์šฉ
consult ์ „์ฒด ์˜ค์ผ€์ŠคํŠธ๋ ˆ์ด์…˜์ด ์ด ํ”„๋กœ์ ํŠธ ํ๋ฆ„์— ์ข…์†

Phase๋ณ„ ๊ฐœ๋ฐœ ๊ณ„ํš

Phase 1 โ€” ๊ธฐ๋ฐ˜ ๊ตฌ์ถ• [์™„๋ฃŒ]

๋กœ๊น…, ์„ธ์…˜ ๊ด€๋ฆฌ, ์š”๊ตฌ์‚ฌํ•ญ ํŒŒ์‹ฑ ๋“ฑ ๋ชจ๋“  ๋ชจ๋“ˆ์ด ๊ณตํ†ต์œผ๋กœ ์‚ฌ์šฉํ•˜๋Š” ๊ธฐ๋ฐ˜ ๋ ˆ์ด์–ด

# Skill / ๋ชจ๋“ˆ ํƒ€์ž… ์ƒํƒœ ์„ค๋ช…
1 dev-log general โœ… ์™„๋ฃŒ ์—๋Ÿฌ / ์ˆ˜์ • ์ด์œ  / ๋ณ€๊ฒฝ ๋‚ด์—ญ JSONL ๊ธฐ๋ก
2 ai-analysis general โœ… ์™„๋ฃŒ (v2.0) AI ํ˜ธ์ถœ ์ด๋ ฅ ๊ธฐ๋ก โ€” SESSION_STATE / REVISION / MODE_SWITCH / MS_VERIFY 4๊ฐœ ์ด๋ฒคํŠธ ํƒ€์ž… ์ถ”๊ฐ€
3 readme-update general โœ… ์™„๋ฃŒ README ์ž๋™ ๊ฐฑ์‹  ์Šคํ‚ฌ
4 parse-requirement project-specific โœ… ์™„๋ฃŒ (v5.0) ์š”๊ตฌ์‚ฌํ•ญ ํŒŒ์‹ฑ โ€” session_id ์ƒ์„ฑ ๋ฐ ์„ธ์…˜ ์ƒํƒœ ํŒŒ์ผ ์ดˆ๊ธฐํ™” ์ถ”๊ฐ€. v4.0: ์ž…๋ ฅ ์–ธ์–ด ์ž๋™ ๊ฐ์ง€ (ko/en). v5.0: Q4 ์†Œ์š” ์‹œ๊ฐ„ ์ˆ˜์ง‘ (ROI ์˜ˆ์ธก์šฉ)
5 ai-multi-discussion general โœ… ์™„๋ฃŒ AI 3์ž(Codex/Gemini/Claude) ์˜๊ฒฌ ์ˆ˜์ง‘ยท๋น„๊ตยท์ตœ์ ์•ˆ ๋„์ถœ
6 skill-template general โœ… ์™„๋ฃŒ ์Šคํ‚ฌ ๊ณตํ†ต ํ‘œ์ค€ ํ…œํ”Œ๋ฆฟ
7 phase-doc general โœ… ์™„๋ฃŒ Phase ์ƒ์„ธ ๊ฐœ๋ฐœ ๋ฌธ์„œ ์ž‘์„ฑยท๊ฐฑ์‹  ์Šคํ‚ฌ
8 test-log general โœ… ์™„๋ฃŒ ์Šคํ‚ฌ ํ…Œ์ŠคํŠธ ๊ด€์ฐฐ์‚ฌํ•ญ JSONL ๊ธฐ๋ก/์กฐํšŒ (OBSERVATION / BUG / IMPROVEMENT / CONFIRMED)

Phase 2 โ€” ํ•ต์‹ฌ ์—”์ง„ [์žฌ์„ค๊ณ„ ์™„๋ฃŒ]

Quick/Deep ๋ชจ๋“œ ์ž์œ  ์ œ์•ˆ + AI ์ƒํ˜ธ ๋ฆฌ๋ทฐ + ๋ฆฌ์Šคํฌ ๊ธฐ๋ฐ˜ ๊ถŒ๊ณ ์•ˆ ๋„์ถœ

# Skill / ๋ชจ๋“ˆ ํƒ€์ž… ์ƒํƒœ ์„ค๋ช…
8 ms-solution-recommend project-specific โœ… ์™„๋ฃŒ (v3.0) ์—ญํ•  ๋ณ€๊ฒฝ: ํ—ˆ์šฉ ๋ชฉ๋ก ์ถ”์ฒœ โ†’ Deep ๋ชจ๋“œ ์ฐธ๊ณ  ๋ฐ์ดํ„ฐ ์ œ๊ณต
9 ai-score-compare project-specific โœ… ์™„๋ฃŒ (v3.0) ์—ญํ•  ๋ณ€๊ฒฝ: ๊ฐ€์ค‘์น˜ ์ฑ„์  โ†’ ๋ฆฌ์Šคํฌ 2ํŒจ์Šค ํ‰๊ฐ€ ๊ธฐ๋ฐ˜ ๊ถŒ๊ณ ์•ˆ ๋„์ถœ
- blocklist.md (์‹ ๊ทœ) project-specific โœ… ์™„๋ฃŒ deprecated / ์‚ฌ์šฉ ๋ถˆ๊ฐ€ MS ์ œํ’ˆ ๋ชฉ๋ก (Quick/Deep ๊ณตํ†ต ์ฐธ์กฐ)

Phase 3 โ€” ์‚ฐ์ถœ๋ฌผ ์ƒ์„ฑ [์‹คํ–‰ ๊ฒ€์ฆ ์™„๋ฃŒ]

์ตœ์ข… ๊ถŒ๊ณ ์•ˆ์„ ๊ณตํ†ต ์Šคํ‚ค๋งˆ๋กœ ์ถœ๋ ฅํ•˜๊ณ  ์ „์ฒด ํ๋ฆ„ ํ†ตํ•ฉ

# Skill / ๋ชจ๋“ˆ ์ƒํƒœ ์„ค๋ช…
10 generate-output โœ… v1.7 ์™„๋ฃŒ ๊ณตํ†ต ์Šคํ‚ค๋งˆ + ๋ถ€๋ก A/B + output_mode(integrated/user/developer/split) ์ง€์›. v1.6: ํ—ค๋” ๋‹จ์ˆœํ™”. v1.7: ROI ๋ธ”๋ก ์กฐ๊ฑด๋ถ€ ์ถœ๋ ฅ (weekly_hours/send_volume ์žˆ์„ ๋•Œ)
11 consult โœ… v1.7 ์™„๋ฃŒ ์ „์ฒด ํ๋ฆ„ ์˜ค์ผ€์ŠคํŠธ๋ ˆ์ดํ„ฐ. Quick/Deep ๋ชจ๋“œ, ์žฌ์ปจ์„คํŒ… A/B/C ๋ถ„๊ธฐ, MS ์ง€์› ํ™•์ธ (confirmed/changed) ์‹คํ–‰ ๊ฒ€์ฆ ์™„๋ฃŒ. v1.6: STEP 3 ์š”๊ตฌ์‚ฌํ•ญ 1์ค„ ์š”์•ฝ ๊ทœ์น™ ์ถ”๊ฐ€. v1.7: ์ปจํ…์ŠคํŠธ ์••์ถ• A/B/C(๋น„์„ ํƒ์•ˆ ์ตœ์†Œ ํ•„๋“œ ์œ ์ง€, Evidence Summary ์ „์šฉ, ์ตœ์†Œ ํ•„๋“œ ์ „๋‹ฌ)

Phase 4 โ€” ํ’ˆ์งˆ ๊ฒ€์ฆ & ํ™•์žฅ [์™„๋ฃŒ]

๋‹ค๊ตญ์–ด ์ง€์›, ์ ํ•ฉ์„ฑ ๊ฒ€์ฆ, ํ…Œ์ŠคํŠธ ์ž๋™ํ™” ๋ฐ ์™ธ๋ถ€ ์„œ๋น„์Šค ์—ฐ๋™ ํ™•์žฅ

# Skill / ๋ชจ๋“ˆ ์ƒํƒœ ์„ค๋ช…
12 ๋‹ค๊ตญ์–ด ์ง€์› (์˜๋ฌธ + ์ด์ค‘์–ธ์–ด) โœ… ๊ตฌํ˜„ ์™„๋ฃŒ ์˜๋ฌธ ์š”๊ตฌ์‚ฌํ•ญ ์ž๋™ ๊ฐ์ง€ + ์˜๋ฌธ ์‚ฐ์ถœ๋ฌผ ์ƒ์„ฑ. en+ko ์ด์ค‘์–ธ์–ด ์˜ต์…˜ ์ถ”๊ฐ€(generate-output v1.4 / consult ์–ธ์–ด ์„ ํƒ ์—…๋ฐ์ดํŠธ)
13 generate-test-list ๐Ÿ”ฒ ๋ฏธ์‹œ์ž‘ ์œ ์ € ํ…Œ์ŠคํŠธ ์ฒดํฌ๋ฆฌ์ŠคํŠธ ์ž๋™ ์ƒ์„ฑ
14 Notion ์—ฐ๋™ ๐Ÿ”ฒ ๋ฏธ์‹œ์ž‘ ์‚ฐ์ถœ๋ฌผ์„ Notion ํŽ˜์ด์ง€์— ์ง์ ‘ ์ƒ์„ฑ
15 ์›น UI โธ ๋ณด๋ฅ˜ CLI ๊ฒ€์ฆ ์ดํ›„ ์›น ์ธํ„ฐํŽ˜์ด์Šค ์ œ๊ณต
16 ์ ํ•ฉ์„ฑ ๊ฒŒ์ดํŠธ (Scope Gate) โœ… ๊ตฌํ˜„ ์™„๋ฃŒ parse ์งํ›„ MS ์—…๋ฌด์ž๋™ํ™” ์ ํ•ฉ์„ฑ ํŒ์ •. ์ง„ํ–‰ ๊ฐ€๋Šฅ(์ž๋™ ์ง„ํ–‰) / ๋ถ€๋ถ„ ์ง€์›(์‚ฌ์šฉ์ž ํ™•์ธ) / ์ง€์› ๋Œ€์ƒ ์•„๋‹˜(์ข…๋ฃŒ) 3๋‹จ๊ณ„ ๋ถ„๊ธฐ. consult v1.2
17 ํ† ํฐ ์ตœ์ ํ™” v1 โœ… ๊ตฌํ˜„ ์™„๋ฃŒ ai-score-compare v3.2: ๊ธฐ๋ณธ ์š”์•ฝ ์ถœ๋ ฅ + ์ƒ์„ธ๋ณด๊ธฐ ํŠธ๋ฆฌ๊ฑฐ(-70%). consult v1.3: WebSearch Evidence Summary ์••์ถ•(-95%)
18 archive ์ด๋ ฅ ๋ณด์กด ์ •์ฑ… โœ… ๊ตฌํ˜„ ์™„๋ฃŒ 4์ฃผ ๋ณด์กด + CSV ์š”์•ฝ(๋‚ ์งœ/์„ธ์…˜ID/์ตœ์ข…์†”๋ฃจ์…˜/์‚ฐ์ถœ๋ฌผํŒŒ์ผ์ด๋ฆ„) + archive/raw/ Cold Storage 2๋‹จ๊ณ„ ์‚ญ์ œ
19 Excel ๋ณด๊ณ ์„œ ์ƒ์„ฑ (.xlsx) โœ… ๊ตฌํ˜„ ์™„๋ฃŒ KR/EN 2์‹œํŠธ ํ…œํ”Œ๋ฆฟ + fill_excel_template.py (ํ”Œ๋ ˆ์ด์Šคํ™€๋” ์ฑ„์šฐ๊ธฐยท์ดํƒค๋ฆญ ์ œ๊ฑฐยทํ–‰๋†’์ด ์ž๋™์กฐ์ •) + consult STEP 7-E + output_language ์—ฐ๋™
20 ํ† ํฐ ์ตœ์ ํ™” v2 โœ… ๊ตฌํ˜„ ์™„๋ฃŒ Reference ๋ถ„๋ฆฌ 6์ข… (excel-output-schema / deep-mode-guide / phase-template / label-map ๋“ฑ), consultยทgenerate-output SKILL.md ~50% ์••์ถ•, CLAUDE.md ์ค‘๋ณต ์ œ๊ฑฐ (-600ํ† ํฐ/ํ„ด)
21 MS ์ œํ’ˆ ์นดํƒˆ๋กœ๊ทธ ํ™•์žฅ โœ… ๊ตฌํ˜„ ์™„๋ฃŒ Forms/Planner/AI Builder solutions.md ์ถ”๊ฐ€(#13~15), ms-product-catalog.md ์‹ ๊ทœ โ€” Quick/Deep ๋ชจ๋‘ ์ „์ฒด MS ์ œํ’ˆ๊ตฐ ์ธ์‹
22 ํ† ํฐ ์ตœ์ ํ™” v3 (UX ๊ฐ„์†Œํ™”) โœ… ๊ตฌํ˜„ ์™„๋ฃŒ ํ—ค๋” ๋‹จ์ˆœํ™”(generate-output v1.6), ์š”๊ตฌ์‚ฌํ•ญ 1์ค„ ์š”์•ฝ(consult v1.6), ์ฑ„์ ํ‘œยท๋ฆฌ์Šคํฌํ‘œ ์ถœ๋ ฅ ๊ธˆ์ง€(ai-score-compare v3.3) โ€” ์ถ”๊ฐ€ ~1,350 ํ† ํฐ ์ ˆ๊ฐ (~27%)
23 ROI ์˜ˆ์ธก โœ… ๊ตฌํ˜„ ์™„๋ฃŒ ์†Œ์š” ์‹œ๊ฐ„ ์ˆ˜์ง‘(parse-requirement v5.0 Q4), ROI ๋ธ”๋ก ์กฐ๊ฑด๋ถ€ ์ถœ๋ ฅ(generate-output v1.7), roi-estimation-guide.md ์‹ ๊ทœ(๋„๋ฉ”์ธ๋ณ„ ๊ธฐ์ค€๊ฐ’+์‹œ๋‚˜๋ฆฌ์˜ค), Excel KR/EN ์‹œํŠธ ROI ์„น์…˜ ์ถ”๊ฐ€
24 ํ† ํฐ ์ตœ์ ํ™” v4 (SKILL.md ์••์ถ• + ์ปจํ…์ŠคํŠธ ์••์ถ•) โœ… ๊ตฌํ˜„ ์™„๋ฃŒ label-map.md 58์ค„โ†’18์ค„(#1, ~200ํ† ํฐ), ai-score-compare ์ค‘๋ณต ์ œ๊ฑฐ(#3, ~300ํ† ํฐ), parse-requirement ํ‘œ ์••์ถ•(#5, ~300ํ† ํฐ). consult v1.7: ์ปจํ…์ŠคํŠธ ์••์ถ• A/B/C(๋น„์„ ํƒ์•ˆ ํ•„๋“œ ๋“œ๋ž+์ „๋‹ฌ ์ตœ์†Œํ™”+Evidence only, 8001,600ํ† ํฐ/์‚ฌ์ดํด). CSV ํŒŒ์ผ๋ช… ๊ณ ์ •(archive/Consulting_Summary.csv). excel-output-schema ROI ์‹œ๋‚˜๋ฆฌ์˜ค 3ํ•„๋“œ ์ œ๊ฑฐ(6ํ•„๋“œ๋กœ ์ •๋ฆฌ)

Phase 5 โ€” PA ํ”Œ๋กœ์šฐ ์„ค๊ณ„ ์ƒ์„ฑ [์™„๋ฃŒ]

Power Automate ๊ถŒ๊ณ ์•ˆ ํ™•์ • ์‹œ ์ฆ‰์‹œ ํ™œ์šฉ ๊ฐ€๋Šฅํ•œ ํ”Œ๋กœ์šฐ ์„ค๊ณ„ ์‚ฐ์ถœ๋ฌผ ์ž๋™ ์ƒ์„ฑ

# Skill / ๋ชจ๋“ˆ ์ƒํƒœ ์„ค๋ช…
25 ์‚ฐ์ถœ๋ฌผ ํ—ค๋” ์š”๊ตฌ์‚ฌํ•ญ ์š”์•ฝ ๋ธ”๋ก ์ถ”๊ฐ€ โœ… ๊ตฌํ˜„ ์™„๋ฃŒ generate-output v1.9: ๊ณตํ†ต ํ—ค๋”์— ์ž๋™ํ™” ๋Œ€์ƒ/ํ˜„์žฌ ๋„๊ตฌ/ํ”„๋กœ์„ธ์Šค 3ํ•„๋“œ (์ œ์•ฝ ์กฐ๊ฑด ์ œ์™ธ). ์ƒ์„ฑ์ผ์‹œ ๋‚ ์งœ๋งŒ ํ‘œ๊ธฐ
26 PA ํ”Œ๋กœ์šฐ ์„ค๊ณ„ ์ƒ์„ฑ โœ… ๊ตฌํ˜„ ์™„๋ฃŒ consult STEP 7-P: ํ”Œ๋กœ์šฐ ๋‹ค์ด์–ด๊ทธ๋žจ+Copilot ํ”„๋กฌํ”„ํŠธ+์ˆ˜๋™ ๊ตฌํ˜„ ํฌ์ธํŠธ+์˜ˆ์™ธ ์ฒ˜๋ฆฌ ์ฒดํฌ๋ฆฌ์ŠคํŠธ. output/PA_Flow/.txt + logs/PA_log/.json(Blueprint). pa-flow-prompt-guide.md ์‹ ๊ทœ. ~1,800ํ† ํฐ/์‹คํ–‰

ํ”„๋กœ์ ํŠธ ๊ตฌ์กฐ

๊ตฌํ˜„ ์›์น™: Python ์—†์Œ. SKILL.md + Reference ํŒŒ์ผ๋งŒ์œผ๋กœ ๋™์ž‘. ๋กœ๊น…์€ Write/Edit ํˆด๋กœ JSONL ์ง์ ‘ ๊ธฐ๋ก, ๋ถ„์„์€ Claude LLM์ด ์ธ๋ผ์ธ ์ฒ˜๋ฆฌ.

n8n/
โ”œโ”€โ”€ README.md
โ”œโ”€โ”€ UserRequirement_Draft.md        # ์š”๊ตฌ์‚ฌํ•ญ ๋ฌธ์„œ
โ”‚
โ”œโ”€โ”€ logs/                           # ์ž๋™ ์ƒ์„ฑ (.gitignore ๊ถŒ์žฅ)
โ”‚   โ”œโ”€โ”€ ai_analysis/
โ”‚   โ”‚   โ””โ”€โ”€ ai_analysis_YYYYMMDD.jsonl
โ”‚   โ”œโ”€โ”€ dev/
โ”‚   โ”‚   โ””โ”€โ”€ dev_YYYYMMDD.jsonl
โ”‚   โ”œโ”€โ”€ session/
โ”‚   โ”‚   โ””โ”€โ”€ session_YYYYMMDD_NNN.json   # ์„ธ์…˜๋ณ„ ์ปจ์„คํŒ… ์ƒํƒœ ํŒŒ์ผ
โ”‚   โ””โ”€โ”€ test/
โ”‚       โ””โ”€โ”€ test_YYYYMMDD.jsonl
โ”‚
โ”œโ”€โ”€ archive/                        # ์ด๋ ฅ ์•„์นด์ด๋ธŒ (.gitignore ๊ถŒ์žฅ)
โ”‚   โ”œโ”€โ”€ Consulting_Summary.csv      # ์ปจ์„คํŒ… ์š”์•ฝ ๋ˆ„์  (๊ณ ์ • ํŒŒ์ผ๋ช…, ์˜๊ตฌ ๋ณด์กด)
โ”‚   โ””โ”€โ”€ raw/                        # Cold Storage โ€” 4์ฃผ ์ด์ƒ JSONL (1์ฃผ ํ›„ ์ตœ์ข… ์‚ญ์ œ)
โ”‚
โ”œโ”€โ”€ references/
โ”‚   โ”œโ”€โ”€ blocklist.md                # deprecated / ์‚ฌ์šฉ ๋ถˆ๊ฐ€ MS ์ œํ’ˆ ๋ชฉ๋ก
โ”‚   โ”œโ”€โ”€ solutions.md                # ๊ฒ€์ฆ๋œ MS ์†”๋ฃจ์…˜ ๋ฐ์ดํ„ฐ (Deep ๋ชจ๋“œ ์ฐธ๊ณ ์šฉ)
โ”‚   โ”œโ”€โ”€ parsing-guide.md            # ๋„๋ฉ”์ธ ๋ถ„๋ฅ˜ ๊ธฐ์ค€ / ์‹ ๋ขฐ๋„ ๊ณต์‹
โ”‚   โ”œโ”€โ”€ schema.md                   # ai-analysis / dev-log ์ด๋ฒคํŠธ ์Šคํ‚ค๋งˆ
โ”‚   โ”œโ”€โ”€ reconsult-guide.md          # ์žฌ์ปจ์„คํŒ… A/B/C ํƒ€์ž… ํŒ์ • ๊ธฐ์ค€ + ๊ฒฝ๊ณ„ ์ผ€์ด์Šค ์˜ˆ์‹œ
โ”‚   โ””โ”€โ”€ skill-map.md                # ์Šคํ‚ฌ ์—ฐ๋™ ๊ด€๊ณ„ / ํŠธ๋ฆฌ๊ฑฐ / Reference ์‚ฌ์šฉ ๊ด€๊ณ„
โ”‚
โ”œโ”€โ”€ Word_Template/                  # Excel ๋ณด๊ณ ์„œ ์ƒ์„ฑ (#19)
โ”‚   โ”œโ”€โ”€ ์ปจ์„คํŒ…๊ฒฐ๊ณผ_๋ณด๊ณ ์„œ_ํ…œํ”Œ๋ฆฟ.xlsx  # KR + EN 2์‹œํŠธ ํ…œํ”Œ๋ฆฟ ({{PLACEHOLDER}} ํ˜•์‹)
โ”‚   โ””โ”€โ”€ fill_excel_template.py      # JSON payload โ†’ Excel ์ฑ„์šฐ๊ธฐ ์Šคํฌ๋ฆฝํŠธ
โ”‚
โ”œโ”€โ”€ Phase/                          # Phase๋ณ„ ์ƒ์„ธ ๊ฐœ๋ฐœ ๋ฌธ์„œ
โ”‚   โ”œโ”€โ”€ Phase1_๊ธฐ๋ฐ˜๊ตฌ์ถ•.md           # โœ… ์™„๋ฃŒ
โ”‚   โ”œโ”€โ”€ Phase2_ํ•ต์‹ฌ์—”์ง„.md           # โœ… ์žฌ์„ค๊ณ„ ์™„๋ฃŒ
โ”‚   โ”œโ”€โ”€ Phase3_์‚ฐ์ถœ๋ฌผ์ƒ์„ฑ.md         # โœ… ์‹คํ–‰ ๊ฒ€์ฆ ์™„๋ฃŒ
โ”‚   โ””โ”€โ”€ Phase4_ํ’ˆ์งˆ๊ฒ€์ฆ.md           # ๐Ÿšง ์ง„ํ–‰ ์ค‘
โ”‚
โ””โ”€โ”€ .claude/
    โ””โ”€โ”€ skills/
        โ”œโ”€โ”€ skill-template/SKILL.md        # โœ… ๊ณตํ†ต ๊ธฐ์ค€ ํ…œํ”Œ๋ฆฟ
        โ”œโ”€โ”€ dev-log/SKILL.md               # โœ… Phase 1 [general]
        โ”œโ”€โ”€ ai-analysis/SKILL.md           # โœ… Phase 1 ์™„๋ฃŒ v2.0 [general]
        โ”œโ”€โ”€ readme-update/SKILL.md         # โœ… Phase 1 [general]
        โ”œโ”€โ”€ parse-requirement/SKILL.md     # โœ… Phase 1 ์™„๋ฃŒ v5.0 [project-specific]
        โ”œโ”€โ”€ ai-multi-discussion/SKILL.md   # โœ… ๊ณตํ†ต [general]
        โ”œโ”€โ”€ phase-doc/SKILL.md             # โœ… ๊ณตํ†ต [general]
        โ”œโ”€โ”€ ms-solution-recommend/SKILL.md # โœ… Phase 2 ์™„๋ฃŒ v3.0 [project-specific]
        โ”œโ”€โ”€ ai-score-compare/SKILL.md      # โœ… Phase 2 ์™„๋ฃŒ v3.3 [project-specific]
        โ”œโ”€โ”€ generate-output/SKILL.md       # โœ… Phase 3 ์™„๋ฃŒ v1.7 [project-specific]
        โ”œโ”€โ”€ consult/SKILL.md               # โœ… Phase 3 ์™„๋ฃŒ v1.6 [project-specific]
        โ”‚   โ””โ”€โ”€ references/reconsult-guide.md
        โ”œโ”€โ”€ test-log/SKILL.md              # โœ… Phase 1 ์™„๋ฃŒ [general]
        โ””โ”€โ”€ archive/SKILL.md               # โœ… Phase 4 ์™„๋ฃŒ v1.0 [general]

์‹œ์Šคํ…œ ์•„ํ‚คํ…์ฒ˜

[User Input]
     โ”‚
     โ–ผ
[parse-requirement]           Phase 1 โ€” ์š”๊ตฌ์‚ฌํ•ญ ํŒŒ์‹ฑ + session_id ์ƒ์„ฑ + ์ƒํƒœ ํŒŒ์ผ ์ดˆ๊ธฐํ™”
     โ”‚
     โ–ผ
[์ ํ•ฉ์„ฑ ๊ฒŒ์ดํŠธ]               Phase 4 #16 โ€” MS ์—…๋ฌด์ž๋™ํ™” ๋ฒ”์œ„ ํŒ์ • (consult STEP 1-5)
     โ”œโ”€โ”€ ์ง„ํ–‰ ๊ฐ€๋Šฅ     โ†’ ์ž๋™ ์ง„ํ–‰ (์•ˆ๋‚ด๋งŒ ์ถœ๋ ฅ)
     โ”œโ”€โ”€ ๋ถ€๋ถ„ ์ง€์› ๊ฐ€๋Šฅ โ†’ ์ง€์› ๋ฒ”์œ„ ํ‘œ์‹œ + ์‚ฌ์šฉ์ž ํ™•์ธ
     โ””โ”€โ”€ ์ง€์› ๋Œ€์ƒ ์•„๋‹˜ โ†’ ์•ˆ๋‚ด ํ›„ ์ข…๋ฃŒ
     โ”‚
     โ”œโ”€โ”€โ”€โ”€ Quick ๋ชจ๋“œ โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”
     โ”‚      Claude ์ž์œ  ๋ถ„์„ (ms-solution-recommend ๋ฏธ์‚ฌ์šฉ)                 โ”‚
     โ”‚      blocklist.md ์ฐจ๋‹จ ์ฒดํฌ                                          โ”‚
     โ”‚      1ํŒจ์Šค: ๋ฆฌ์Šคํฌ ํ‰๊ฐ€ (ํƒˆ๋ฝ ๊ฐ€๋Šฅ์„ฑ ๊ธฐ์ค€)                            โ”‚
     โ”‚      2ํŒจ์Šค: ๊ถŒ๊ณ ์•ˆ ํ™•์ •                                               โ”‚
     โ”‚      ์ถœ๋ ฅ: ๊ถŒ์žฅ 1 / ๊ฒ€ํ† ํ•„์š” 1~2 / ๋น„์ถ”์ฒœ 0~1                         โ”‚
     โ”‚                                                                      โ”‚
     โ””โ”€โ”€โ”€โ”€ Deep ๋ชจ๋“œ โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ค
            AI ์ƒํƒœ ํ™•์ธ (3๊ฐœโ†’์ •์ƒ / 2๊ฐœโ†’๊ฒฝ๊ณ +์„ ํƒ / 1๊ฐœโ†’Quick ์ž๋™ ์ „ํ™˜)    โ”‚
            solutions.md ์ฐธ๊ณ  ์ค€๋น„ (์š”๊ตฌ์‚ฌํ•ญ ๋จผ์ €, solutions.md ๋‚˜์ค‘)         โ”‚
            3 AI ์ˆœ์ฐจ ์‹คํ–‰ โ†’ JSON ํŒŒ์‹ฑ โ†’ FALLBACK ์ฒ˜๋ฆฌ                       โ”‚
            Claude Orchestrator: ๊ฐ AI ์ž…์žฅ ์˜ˆ์ƒ ๋ฐ˜๋ก  ๊ตฌ์กฐํ™”                  โ”‚
            ๊ณตํ†ต ๊ฐ•์  / ๊ณตํ†ต ๋ฆฌ์Šคํฌ ์ถ”์ถœ                                       โ”‚
            1ํŒจ์Šค โ†’ 2ํŒจ์Šค ๋ฆฌ์Šคํฌ ํ‰๊ฐ€                                         โ”‚
            ์ถœ๋ ฅ: ๊ณตํ†ต ์Šคํ‚ค๋งˆ + Deep ๋ถ€๋ก                                      โ”‚
     โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜
     โ”‚
     โ–ผ
[์‚ฌ์šฉ์ž ํ”ผ๋“œ๋ฐฑ โ†’ ์žฌ์ปจ์„คํŒ… ๋ถ„๊ธฐ]
     โ”œโ”€โ”€ ํƒ€์ž… A (์†”๋ฃจ์…˜ ID ์œ ์ง€ + ์กฐ๊ฑด ์กฐ์ •) โ†’ ๊ฒฝ๋Ÿ‰ ์žฌ์ปจ์„คํŒ… (์ตœ๋Œ€ 3ํšŒ)
     โ”œโ”€โ”€ ํƒ€์ž… B (ํ•ต์‹ฌ MS ์ œํ’ˆ ์กฐํ•ฉ ๋ณ€๊ฒฝ)     โ†’ ์‚ฌ์šฉ์ž ํ™•์ธ ํ›„ ์ „์ฒด ์žฌ์ปจ์„คํŒ…
     โ”œโ”€โ”€ ํƒ€์ž… C (์„ค๋ช… ์š”์ฒญ)                  โ†’ ์„ค๋ช… ์‘๋‹ต๋งŒ + ์•ˆ๋‚ด ๋ฌธ๊ตฌ
     โ””โ”€โ”€ Quickโ†’Deep ์ „ํ™˜                    โ†’ ์ „์ฒด ์žฌ์ปจ์„คํŒ… ์ฒ˜๋ฆฌ + ์ตœ์‹  revision ์‹œ๋“œ
     โ”‚
     โ–ผ
[MS ์ง€์› ํ™•์ธ]              WebSearch โ€” ๊ถŒ๊ณ ์•ˆ ์„ ํƒ ํ›„ ์‹คํ–‰
     โ”‚                       ๊ฒฐ๊ณผ โ†’ ์ž๋™ A/B ๋ถ„๋ฅ˜ (ms_verify_retry ์ตœ๋Œ€ 2ํšŒ)
     โ”‚
     โ–ผ
[generate-output]           Phase 3 โ€” ์‚ฐ์ถœ๋ฌผ ํŒŒ์ผ ์ƒ์„ฑ
     โ”œโ”€โ”€ ๋ณธ๋ฌธ: ์ตœ์ข… ๊ถŒ๊ณ ์•ˆ (๊ณตํ†ต ์Šคํ‚ค๋งˆ)
     โ”œโ”€โ”€ ๋ถ€๋ก A: ์žฌ์ปจ์„คํŒ… ์ด๋ ฅ (session_id ํ•„ํ„ฐ ๊ธฐ๋ฐ˜, ์žˆ์„ ๋•Œ๋งŒ)
     โ””โ”€โ”€ ๋ถ€๋ก B: Deep AI ๋น„๊ต (Deep ๋ชจ๋“œ๋งŒ)

[dev-log]       โ—„โ”€โ”€ ์ „ Phase ๊ณตํ†ต: ERROR / CHANGE / INFO
[ai-analysis]   โ—„โ”€โ”€ ์ „ Phase ๊ณตํ†ต: AI_CALL / SCORE / FALLBACK
                               + SESSION_STATE / REVISION / MODE_SWITCH / MS_VERIFY (์‹ ๊ทœ)

๊ณตํ†ต ์ถœ๋ ฅ ์Šคํ‚ค๋งˆ

Quick๊ณผ Deep ๋ชจ๋‘ ๋™์ผํ•œ ๊ธฐ๋ณธ ์Šคํ‚ค๋งˆ๋ฅผ ์‚ฌ์šฉํ•œ๋‹ค.

[๊ณตํ†ต ๊ธฐ๋ณธ ์ถœ๋ ฅ]
  ์†”๋ฃจ์…˜๋ช…
  ์†”๋ฃจ์…˜ ID   : ํ•ต์‹ฌ MS ์ œํ’ˆ ์กฐํ•ฉ (์˜ˆ: PowerAutomate+SharePointList+Outlook)
  ์ ์šฉ ์ด์œ 
  ๊ตฌํ˜„ ๊ฐœ์š”   : ๋‹จ๊ณ„ ๋ชฉ๋ก
  ์ „์ œ์กฐ๊ฑด
  ํ•œ๊ณ„์ 
  ๋ฆฌ์Šคํฌ ๋ฐ ๊ณ ๋ ค์‚ฌํ•ญ
    (๋ณด์•ˆ)    ๋ฆฌ์Šคํฌ๋ช…: ์„ค๋ช… / ๋Œ€์‘ ๋ฐฉ์•ˆ
    (๋ผ์ด์„ ์Šค) ๋ฆฌ์Šคํฌ๋ช…: ์„ค๋ช… / ๋Œ€์‘ ๋ฐฉ์•ˆ
    (์šด์˜)    ๋ฆฌ์Šคํฌ๋ช…: ์„ค๋ช… / ๋Œ€์‘ ๋ฐฉ์•ˆ
    ๊ณ ๋ ค์‚ฌํ•ญ  : ํ™•์ธ/๊ฒฐ์ • ํ•„์š” ์‚ฌํ•ญ
  ํŒ์ •        : ๊ถŒ์žฅ | ๊ฒ€ํ† ํ•„์š” | ๋น„์ถ”์ฒœ

[Deep ์ „์šฉ ๋ถ€๋ก]
  AI๋ณ„ ์ œ์•ˆ ๋น„๊ต ํ…Œ์ด๋ธ”
  ์ƒํ˜ธ ๋ฆฌ๋ทฐ ์š”์•ฝ
  ๊ณตํ†ต ๊ฐ•์  / ๊ณตํ†ต ๋ฆฌ์Šคํฌ
  ์‹คํ–‰ AI: Codex โœ…/โŒ | Gemini โœ…/โŒ | Claude โœ…

๋ฆฌ์Šคํฌ ์ถœ๋ ฅ ๊นŠ์ด:

ํ•ญ๋ชฉ Quick Deep
์„ค๋ช… 1์ค„ ์š”์•ฝ ์ƒ์„ธ ์„ค๋ช…
์˜ํ–ฅ๋„ ์ƒ๋žต ๋†’์Œ/์ค‘๊ฐ„/๋‚ฎ์Œ
๋ฐœ์ƒ ์กฐ๊ฑด ์ƒ๋žต ๋ฐœ์ƒ ์กฐ๊ฑด + ํ™•์ธ ๋ฐฉ๋ฒ•
๋Œ€์‘ ๋ฐฉ์•ˆ ์งง๊ฒŒ ์ƒ์„ธ

์„ธ์…˜ ๊ด€๋ฆฌ

session_id ํ˜•์‹: consult_YYYYMMDD_NNN
์ƒ์„ฑ ์‹œ์ : parse-requirement ์‹คํ–‰ ์‹œ ์ž๋™ ์ƒ์„ฑ

์ƒํƒœ ํŒŒ์ผ: logs/session/session_YYYYMMDD_NNN.json
{
  "session_id": "consult_20260309_001",
  "mode": "quick | deep",
  "current_revision": 0,
  "solution_id_current": "ํ•ต์‹ฌMS์ œํ’ˆ์กฐํ•ฉ",
  "light_revision_count": 0,      โ† ์ „์ฒด ์žฌ์ปจ์„คํŒ…/๋ชจ๋“œ ์ „ํ™˜ ์‹œ ๋ฆฌ์…‹
  "total_revision_count": 0,      โ† ์ ˆ๋Œ€ ๋ฆฌ์…‹ ์•ˆ ํ•จ
  "ms_verify_retry_count": 0,     โ† ์ตœ๋Œ€ 2ํšŒ, ์ดˆ๊ณผ ์‹œ ์ˆ˜๋™ ํ™•์ธ ์•ˆ๋‚ด
  "created_at": "...",
  "updated_at": "..."
}

solutions.md / blocklist.md ์—ญํ• 

ํŒŒ์ผ Quick Deep ์—ญํ• 
blocklist.md ์ฐจ๋‹จ ์ฒดํฌ ์ฐจ๋‹จ ์ฒดํฌ deprecated / ์‚ฌ์šฉ ๋ถˆ๊ฐ€ ์ œํ’ˆ ์ฆ‰์‹œ ์ฐจ๋‹จ
solutions.md ๋ฏธ์‚ฌ์šฉ ์ฐธ๊ณ ๋งŒ ๊ฒ€์ฆ๋œ ๋ผ์ด์„ ์Šคยท๊ตฌํ˜„๋‚œ์ด๋„ ๋ฐ์ดํ„ฐ ์ œ๊ณต (์ œ์•ฝ ์•„๋‹˜)

์žฌ์ปจ์„คํŒ… ๊ทœ์น™

ํƒ€์ž… ๊ธฐ์ค€ ์ฒ˜๋ฆฌ ์นด์šดํ„ฐ
A ์†”๋ฃจ์…˜ ID ์œ ์ง€ + ์กฐ๊ฑด ์กฐ์ • ๊ฒฝ๋Ÿ‰ ์žฌ์ปจ์„คํŒ… light +1, total +1
B ํ•ต์‹ฌ MS ์ œํ’ˆ ์กฐํ•ฉ ๋ณ€๊ฒฝ ์‚ฌ์šฉ์ž ํ™•์ธ ํ›„ ์ „์ฒด ์žฌ์ปจ์„คํŒ… light ๋ฆฌ์…‹, total +1
C ์„ค๋ช… ์š”์ฒญ ์„ค๋ช… ์‘๋‹ต๋งŒ ๋ณ€๋™ ์—†์Œ
๋ชจ๋“œ ์ „ํ™˜ Quickโ†’Deep ์ „์ฒด ์žฌ์ปจ์„คํŒ… ์ฒ˜๋ฆฌ light ๋ฆฌ์…‹, total +1
  • ๊ฒฝ๋Ÿ‰ ์žฌ์ปจ์„คํŒ… 3ํšŒ ์ดˆ๊ณผ ์‹œ ์ „์ฒด ์žฌ์ปจ์„คํŒ… ๊ถŒ์žฅ ์•ˆ๋‚ด
  • ํƒ€์ž… B ์‚ฌ์šฉ์ž ๊ฑฐ๋ถ€(override) ํ—ˆ์šฉ: ๊ฒฝ๊ณ  ํ‘œ์‹œ + ๋กœ๊ทธ ๊ธฐ๋ก + ์‚ฐ์ถœ๋ฌผ ๋ถ€๋ก ๋ช…์‹œ

์‹คํ–‰ ํ™˜๊ฒฝ

ํ•ญ๋ชฉ ๋‚ด์šฉ
OS Windows 10 / macOS
IDE VSCode
AI CLI Codex CLI, Gemini CLI
๋กœ๊ทธ ํฌ๋งท JSONL (UTF-8)

์Šคํ‚ฌ ์‹คํ–‰ ๋ฐฉ๋ฒ•

๋ชจ๋“  ๊ธฐ๋Šฅ์€ Claude Code ์Šคํ‚ฌ๋กœ ์‹คํ–‰ํ•œ๋‹ค. Python ์ฝ”๋“œ ์ง์ ‘ ์‹คํ–‰ ์—†์Œ.

# ์ปจ์„คํŒ… ์‹œ์ž‘
/consult

# ์š”๊ตฌ์‚ฌํ•ญ ํŒŒ์‹ฑ๋งŒ ์‹คํ–‰
/parse-requirement

# ๊ฐœ๋ฐœ ๋กœ๊ทธ ๊ธฐ๋ก
/dev-log

# AI ๋‹ค์ž ํ† ๋ก 
/ai-multi-discussion [๋…ผ์˜ ์ฃผ์ œ]

# ์ด๋ ฅ ์ •๋ฆฌ (4์ฃผ ์ด์ƒ ๋กœ๊ทธ ์•„์นด์ด๋ธŒ)
/archive

Phase ์ƒ์„ธ ๋ฌธ์„œ

๋ฌธ์„œ ์ƒํƒœ ๋‚ด์šฉ
Phase1_๊ธฐ๋ฐ˜๊ตฌ์ถ•.md โœ… ์™„๋ฃŒ / ๐Ÿ”„ ์ผ๋ถ€ ์ˆ˜์ • ์˜ˆ์ • dev-log, ai-analysis, readme-update, parse-requirement, ai-multi-discussion, skill-template
Phase2_ํ•ต์‹ฌ์—”์ง„.md โœ… ์žฌ์„ค๊ณ„ ์™„๋ฃŒ ms-solution-recommend v3.0, ai-score-compare v3.0, blocklist.md
Phase3_์‚ฐ์ถœ๋ฌผ์ƒ์„ฑ.md โœ… ์‹คํ–‰ ๊ฒ€์ฆ ์™„๋ฃŒ generate-output v1.2, consult v1.0 / QuickยทDeep ์ „์ฒด ํ๋ฆ„ + ์žฌ์ปจ์„คํŒ… A/B/C ๋ถ„๊ธฐ ์‹คํ–‰ ๊ฒ€์ฆ ์™„๋ฃŒ
Phase4_ํ’ˆ์งˆ๊ฒ€์ฆ.md โœ… ์™„๋ฃŒ ๋‹ค๊ตญ์–ด/์ ํ•ฉ์„ฑ ๊ฒŒ์ดํŠธ/Excel/ํ† ํฐ์ตœ์ ํ™”v2v4/ROI ์˜ˆ์ธก ์™„๋ฃŒ (#12#24)
Phase5_PAํ”Œ๋กœ์šฐ์„ค๊ณ„.md ๐Ÿšง ์ง„ํ–‰ ์ค‘ ์‚ฐ์ถœ๋ฌผ ํ—ค๋” ์š”๊ตฌ์‚ฌํ•ญ ์š”์•ฝ(#25 ์™„๋ฃŒ), PA ํ”Œ๋กœ์šฐ ์„ค๊ณ„ ์ƒ์„ฑ(#26 ๊ตฌํ˜„ ์˜ˆ์ •)

๋ณ€๊ฒฝ ์ด๋ ฅ

๋‚ ์งœ ๋ฒ„์ „ ๋‚ด์šฉ
2026-03-06 v0.1 README ์ตœ์ดˆ ์ž‘์„ฑ, Phase 1 ์ฐฉ์ˆ˜ (dev-log, ai-analysis, readme-update)
2026-03-06 v0.2 Phase 1 ์™„๋ฃŒ โ€” parse-requirement ๊ฐœ๋ฐœ ์™„๋ฃŒ, Phase ๊ตฌ์กฐ ๋„์ž…
2026-03-06 v0.3 ์Šคํ‚ฌ ์„ค๊ณ„ ๊ฐœ์„  โ€” ๋ฒ”์šฉ/์ „์šฉ ๋ถ„๋ฅ˜, ๊ณตํ†ต ํ…œํ”Œ๋ฆฟ(skill-template) ์ƒ์„ฑ, ์ „์ฒด SKILL.md ํ‘œ์ค€ํ™”
2026-03-06 v0.4 Phase ์ƒ์„ธ ๋ฌธ์„œ ์ƒ์„ฑ (Phase/ ๋””๋ ‰ํ† ๋ฆฌ), phase-doc ์Šคํ‚ฌ ์ƒ์„ฑ, README ์™„๋ฃŒ ๋ชจ๋“ˆ ์‚ฌ์šฉ๋ฒ• ๋ณด์™„
2026-03-06 v0.5 Phase 2 ์™„๋ฃŒ โ€” ms_solution_recommender.py (์ง€์‹ ๋ฒ ์ด์Šค 8์ข…), ai_score_compare.py (Quick/Deep/Fallback), SKILL.md 2๊ฐœ
2026-03-09 v0.6 ์ „์ฒด ์•„ํ‚คํ…์ฒ˜ ์žฌ์„ค๊ณ„ โ€” Quick/Deep ๋ชจ๋“œ ๋ถ„๋ฆฌ, ์ž์œ  ์ œ์•ˆ ๋ฐฉ์‹, ๋ฆฌ์Šคํฌ ๊ธฐ๋ฐ˜ ํ‰๊ฐ€, ์žฌ์ปจ์„คํŒ… ์‹œ์Šคํ…œ, ์„ธ์…˜ ๊ด€๋ฆฌ, MS ์ง€์› ํ™•์ธ, ๊ณตํ†ต ์ถœ๋ ฅ ์Šคํ‚ค๋งˆ ํ™•์ •
2026-03-09 v0.7 ์ „ ์Šคํ‚ฌ ์žฌ์„ค๊ณ„ ์™„๋ฃŒ โ€” parse-requirement v3.0, ai-analysis v2.0, ms-solution-recommend v3.0, ai-score-compare v3.0, generate-output v1.0(์‹ ๊ทœ), consult v1.0(์‹ ๊ทœ) / ์‹ ๊ทœ ์ฐธ์กฐ ํŒŒ์ผ: reconsult-guide.md, skill-map.md
2026-03-09 v0.8 Python ์ œ๊ฑฐ โ€” src/ ๋””๋ ‰ํ† ๋ฆฌ ์ „์ฒด ์‚ญ์ œ. ๋ชจ๋“  ์Šคํ‚ฌ์ด SKILL.md + Reference ํŒŒ์ผ๋งŒ์œผ๋กœ ๋™์ž‘ํ•˜๋„๋ก ํ™•์ •. ๊ตฌํ˜„ ์›์น™: Reference ์šฐ์„ , Python์€ ๋ถˆ๊ฐ€ํ”ผํ•œ ๊ฒฝ์šฐ๋งŒ ํ—ˆ์šฉ
2026-03-09 v0.9 ์ „์ฒด ํ…Œ์ŠคํŠธ ์‹คํ–‰ ๋ฐ ๊ฐœ์„  โ€” test-log ์Šคํ‚ฌ ์‹ ๊ทœ ์ƒ์„ฑ, generate-output v1.1(์š”๊ตฌ์‚ฌํ•ญ ์š”์•ฝ ์„น์…˜ยท์ถœ๋ ฅ ๊นŠ์ด ๊ทœ์น™ยทQuick/Deep ๋ฆฌ์Šคํฌ ๋ถ„๊ธฐ ์ถ”๊ฐ€), consult SKILL.md ๊ฐœ์„ (ํƒ€์ž… Cโ†’A ์ „ํ™˜ ๋ช…์‹œยทํƒ€์ž… A ์žฌ์ถœ๋ ฅ ๊ทœ์น™ยทconfirmed ์ถ”๊ฐ€ ์กฐ๊ฑด ์ฒ˜๋ฆฌ), logs/ 4๊ฐœ ํ•˜์œ„ ํด๋” ๋ถ„๋ฆฌ(ai_analysis/dev/session/test), ์ „ ์Šคํ‚ฌ ๊ฒฝ๋กœ ์ˆ˜์ •
2026-03-10 v1.0 Phase 3 ์‹คํ–‰ ๊ฒ€์ฆ ์™„๋ฃŒ โ€” Quick ๋ชจ๋“œ(์žฌ๊ณ  ์ทจํ•ฉ) + Deep ๋ชจ๋“œ(๊ถŒํ•œ ์ „์ฒ˜๋ฆฌ) ์ „์ฒด ํ๋ฆ„ ์‹คํ–‰. generate-output v1.2(output_mode ํŒŒ๋ผ๋ฏธํ„ฐ: integrated/user/developer/split). ์žฌ์ปจ์„คํŒ… A/B/C ๋ถ„๊ธฐ ๊ฒ€์ฆ ์™„๋ฃŒ(ํƒ€์ž… C ์„ค๋ช…์‘๋‹ตยทํƒ€์ž… A Rev.1 ํŒŒ๋ผ๋ฏธํ„ฐ ๋ณ€๊ฒฝยทํƒ€์ž… B ์ „์ฒด์žฌ์ปจ์„คํŒ…ยทํƒ€์ž… B user_override). Codex CLI --skip-git-repo-check ๋ฒ„๊ทธ ์ˆ˜์ •. skill references ๊ตฌ์กฐํ™”(blocklist.md โ†’ ai-score-compare/ms-solution-recommend, reconsult-guide.md โ†’ consult/references/). skill-template references ์ƒ์„ฑ ๊ฐ€์ด๋“œ ์ถ”๊ฐ€.
2026-03-10 v1.1 Phase 4 ์ฐฉ์ˆ˜ โ€” ๋‹ค๊ตญ์–ด ์ง€์›(์˜๋ฌธ) #12 SKILL.md ๊ตฌํ˜„ ์™„๋ฃŒ. parse-requirement v4.0(์ž…๋ ฅ ์–ธ์–ด ์ž๋™ ๊ฐ์ง€ ko/en, ์ด์ค‘ ํ™•์ธ ํ™”๋ฉด, session ํŒŒ์ผ input_language ํ•„๋“œ). generate-output v1.3(output_language ํŒŒ๋ผ๋ฏธํ„ฐ, ์˜๋ฌธ ๋ ˆ์ด๋ธ” ๋งคํ•‘ํ‘œ 45๊ฐœ, ํŒŒ์ผ๋ช… _EN suffix). consult STEP 6 ์–ธ์–ด ์„ ํƒ ์ถ”๊ฐ€. ai-score-compare Deep ๋ชจ๋“œ ์˜๋ฌธ ํ”„๋กฌํ”„ํŠธ ๋ถ„๊ธฐ.
2026-03-10 v1.2 #12 ์ด์ค‘์–ธ์–ด(en+ko) ์ถ”๊ฐ€ โ€” generate-output v1.4(_BILINGUAL suffix, ์˜๋ฌธ ๋ณธ๋ฌธ+ํ•œ๊ตญ์–ด ๋ฒˆ์—ญ ๋‹จ์ผ ํŒŒ์ผ), consult ์–ธ์–ด ์„ ํƒ ์˜ต์…˜ 3๋ฒˆ ์ถ”๊ฐ€. #16 ์ ํ•ฉ์„ฑ ๊ฒŒ์ดํŠธ ์„ค๊ณ„ ํ™•์ • โ€” Phase 4 ์‹ ๊ทœ ํ•ญ๋ชฉ, consult STEP 1-5 3๋‹จ๊ณ„ ๋ถ„๊ธฐ(์ง„ํ–‰ ๊ฐ€๋Šฅ ์ž๋™/๋ถ€๋ถ„ ์ง€์› ํ™•์ธ/์ง€์› ๋Œ€์ƒ ์•„๋‹˜ ์ข…๋ฃŒ), v1.2 ๊ตฌํ˜„ ์˜ˆ์ •.
2026-03-10 v1.3 #16 ์ ํ•ฉ์„ฑ ๊ฒŒ์ดํŠธ ๊ตฌํ˜„ ์™„๋ฃŒ(consult v1.2). #17 ํ† ํฐ ์ตœ์ ํ™” โ€” ai-score-compare v3.2(๊ธฐ๋ณธ ์š”์•ฝ ์ถœ๋ ฅ+์ƒ์„ธ๋ณด๊ธฐ ํŠธ๋ฆฌ๊ฑฐ, -70%), consult v1.3(WebSearch Evidence Summary ์••์ถ•, -95%). #18 archive ์Šคํ‚ฌ v1.0 ์‹ ๊ทœ(4์ฃผ ๋ณด์กด+CSV ์š”์•ฝ+Cold Storage 2๋‹จ๊ณ„ ์‚ญ์ œ). ๊ฒฝ๋กœ ์˜ค๋ฅ˜ ์ˆ˜์ • โ€” dev-log/ai-analysis/parse-requirement mkdir ์„œ๋ธŒํด๋” ๊ฒฝ๋กœ ์ˆ˜์ •. ๋ฒ”์šฉ ์Šคํ‚ฌ์— archive ์ถ”๊ฐ€.
2026-03-11 v1.4 #19 Excel ๋ณด๊ณ ์„œ ์ƒ์„ฑ โ€” KR/EN 2์‹œํŠธ ํ…œํ”Œ๋ฆฟ(์ปจ์„คํŒ…๊ฒฐ๊ณผ_๋ณด๊ณ ์„œ_ํ…œํ”Œ๋ฆฟ.xlsx), fill_excel_template.py(ํ”Œ๋ ˆ์ด์Šคํ™€๋” ์ฑ„์šฐ๊ธฐยท์ดํƒค๋ฆญ ์ œ๊ฑฐยทํ–‰๋†’์ด ์ž๋™์กฐ์ •ยทrevision ๋™์  ํ–‰ ์ถ”๊ฐ€), consult STEP 6 Excel ์งˆ๋ฌธ + STEP 7-E, output_language ์—ฐ๋™(koโ†’KR์‹œํŠธ / enโ†’EN์‹œํŠธ / en+koโ†’๋‘˜ ๋‹ค). consult v1.4, generate-output v1.5
2026-03-11 v1.5 #20 ํ† ํฐ ์ตœ์ ํ™” v2 โ€” Reference ๋ถ„๋ฆฌ 6์ข…(excel-output-schema/deep-mode-guide/phase-template/label-map/reconsult-guide/risk-evaluation-guide), consult/generate-output SKILL.md 50% ์••์ถ•, CLAUDE.md ์ค‘๋ณต ์ œ๊ฑฐ(-600ํ† ํฐ/ํ„ด), JSON ๋นˆ ํ•„๋“œ skip(fill_excel_template.py regex ์น˜ํ™˜). #21 MS ์ œํ’ˆ ์นดํƒˆ๋กœ๊ทธ ํ™•์žฅ โ€” Forms/Planner/AI Builder solutions.md ์ถ”๊ฐ€(#1315), ms-product-catalog.md ์‹ ๊ทœ(STEP 0 ํ•ญ์ƒ ๋กœ๋“œ Quick/Deep ๊ณตํ†ต). ai-score-compare v3.3, consult v1.5
2026-03-11 v1.6 #22 ํ† ํฐ ์ตœ์ ํ™” v3 (UX ๊ฐ„์†Œํ™”) โ€” generate-output v1.6 ํ—ค๋” ๋‹จ์ˆœํ™”(์š”๊ตฌ์‚ฌํ•ญ ์š”์•ฝ ์„น์…˜ ์ œ๊ฑฐ), consult v1.6 STEP 3 ์š”๊ตฌ์‚ฌํ•ญ 1์ค„ ์š”์•ฝ ๊ทœ์น™ ์ถ”๊ฐ€, ai-score-compare v3.3 ์ฑ„์ ํ‘œยท๋ฆฌ์Šคํฌํ‘œยท๋ถ„์„ ์ค‘๊ฐ„ ํ‘œ ์ถœ๋ ฅ ๊ธˆ์ง€. ์ถ”๊ฐ€ ~1,350 ํ† ํฐ ์ ˆ๊ฐ (~27%)
2026-03-11 v1.7 #23 ROI ์˜ˆ์ธก โ€” roi-estimation-guide.md ์‹ ๊ทœ(๋„๋ฉ”์ธ๋ณ„ ๊ธฐ์ค€๊ฐ’+์‹œ๋‚˜๋ฆฌ์˜ค+๋‹จ์œ„๋ณ€ํ™˜), parse-requirement v5.0(Q4 ์†Œ์š”์‹œ๊ฐ„ ์ˆ˜์ง‘, ๋‹ค๋‹จ์œ„ ํŒŒ์‹ฑ ์ผ/์ฃผ/์›”/๋…„), generate-output v1.7(ROI ๋ธ”๋ก ์กฐ๊ฑด๋ถ€ ์ถœ๋ ฅ, 3์‹œ๋‚˜๋ฆฌ์˜ค ๋ชจ๋“œ), excel-output-schema.md ROI 9ํ•„๋“œ, Excel KR/EN ์‹œํŠธ ROI ์„น์…˜(Section 5)
2026-03-11 v1.8 #24 ํ† ํฐ ์ตœ์ ํ™” v4 โ€” label-map.md 58์ค„โ†’18์ค„(#1), ai-score-compare ์ค‘๋ณต ๋ฆฌ์Šคํฌํ‘œ+blocklist๋ธ”๋ก ์ œ๊ฑฐ(#3), parse-requirement STEP1-5+STEP2 ํ‘œ ์••์ถ•(#5), ํ•ฉ๊ณ„ ~800ํ† ํฐ SKILL.md ์ ˆ๊ฐ. consult v1.7 ์ปจํ…์ŠคํŠธ ์••์ถ• A/B/C ์ถ”๊ฐ€(8001,600ํ† ํฐ/์‚ฌ์ดํด). archive/Consulting_Summary.csv ๊ณ ์ • ํŒŒ์ผ๋ช… ํ™•์ •(generate-output+archive ๊ฒฝ๋กœ ๋™๊ธฐํ™”). excel-output-schema ROI_SCENARIO_LOW/MID/HIGH ์ œ๊ฑฐ(6ํ•„๋“œ๋กœ ์ •๋ฆฌ)
2026-03-11 v1.9 Phase 5 ์ฐฉ์ˆ˜ โ€” #25 ์‚ฐ์ถœ๋ฌผ ํ—ค๋” ์š”๊ตฌ์‚ฌํ•ญ ์š”์•ฝ ๋ธ”๋ก โœ… ์™„๋ฃŒ(generate-output v1.9, ์ž๋™ํ™” ๋Œ€์ƒ/ํ˜„์žฌ ๋„๊ตฌ/ํ”„๋กœ์„ธ์Šค 3ํ•„๋“œ). #26 PA ํ”Œ๋กœ์šฐ ์„ค๊ณ„ ์ƒ์„ฑ ์„ค๊ณ„ ํ™•์ •(consult STEP 7-P ์‹ ๊ทœ, output/PA_Flow/.txt + logs/PA_log/.json, pa-flow-prompt-guide.md ์‹ ๊ทœ ์˜ˆ์ •, ~1,800ํ† ํฐ/์‹คํ–‰). Phase 4 ์™„๋ฃŒ ์ฒ˜๋ฆฌ
2026-03-11 v2.0 Phase 5 ์™„๋ฃŒ โ€” #26 PA ํ”Œ๋กœ์šฐ ์„ค๊ณ„ ์ƒ์„ฑ โœ… ๊ตฌํ˜„ ์™„๋ฃŒ. consult v1.8(STEP 7-P: 4์„น์…˜ ๊ตฌ์„ฑ+์˜ˆ์™ธ์ฒ˜๋ฆฌ ์ฒดํฌ๋ฆฌ์ŠคํŠธ), pa-flow-prompt-guide.md(ํŠธ๋ฆฌ๊ฑฐ 8์ข…/์ปค๋„ฅํ„ฐํ‘œ/๋ณต์žก๋„/์˜ˆ์™ธ์ฒ˜๋ฆฌ ํŒจํ„ด/์˜ˆ์‹œ 3์ข…), ์‚ฐ์ถœ๋ฌผ ์ƒ์„ฑ์ผ์‹œ ๋‚ ์งœ๋งŒ ํ‘œ๊ธฐ(generate-output v1.9 / consult STEP 7-P). Phase 5 ์™„๋ฃŒ ์ฒ˜๋ฆฌ

์ฐธ๊ณ  ๋ฌธ์„œ

  • UserRequirement.md โ€” ์ „์ฒด ์š”๊ตฌ์‚ฌํ•ญ
  • .claude/skills/ โ€” Claude Code ์Šคํ‚ฌ ์ •์˜
  • references/blocklist.md โ€” deprecated / ์‚ฌ์šฉ ๋ถˆ๊ฐ€ MS ์ œํ’ˆ ๋ชฉ๋ก
  • references/reconsult-guide.md โ€” ์žฌ์ปจ์„คํŒ… A/B/C ํƒ€์ž… ํŒ์ • ๊ธฐ์ค€ ๋ฐ ๊ฒฝ๊ณ„ ์ผ€์ด์Šค ์˜ˆ์‹œ
  • references/skill-map.md โ€” ์ „์ฒด ์Šคํ‚ฌ ์—ฐ๋™ ๊ด€๊ณ„, ํŠธ๋ฆฌ๊ฑฐ, Reference ์‚ฌ์šฉ ๊ด€๊ณ„ ์ •๋ฆฌ

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