๐Ÿ“‹ Consensus Review ๊ฒฐ๊ณผ

๋ฌธ์„œ: SKILL.md (consensus-review ์Šคํ‚ฌ ์ •์˜)
๊ฒฝ๋กœ: ./SKILL.md
๋ฆฌ๋ทฐ์–ด: 3๋ช… ๋…๋ฆฝ (Consensus Review ์Šคํ‚ฌ)
์ƒ์„ฑ์ผ: 2026-05-12 11:57:36
์ด 24๊ฐœ ๐Ÿ”ด High 7 ๐ŸŸก Mid 11 โšช Low 6
๋ฆฌ๋ทฐ์–ด๋ณ„ ๋ฐœ๊ฒฌ ์ˆ˜ ์ž์„ธํžˆ ๋ณด๊ธฐ
๋ฆฌ๋ทฐ์–ด๋ณ„ ๊ฒฐํ•จ ๋ฐœ๊ฒฌ ์ˆ˜
๋ฆฌ๋ทฐ์–ด๋ฐœ๊ฒฌ ๊ฒฐํ•จ ์ˆ˜
Reviewer 130๊ฑด
Reviewer 236๊ฑด
Reviewer 330๊ฑด
๋ณ‘ํ•ฉ ํ›„ ํ†ตํ•ฉ24๊ฑด

๐Ÿ”ด High Confidence

โ€” ์ „์› ํ•ฉ์˜ (7๊ฐœ)

3๋ช… ์ „์›์ด ์ง€์ ํ•œ ์ด์Šˆ์ž…๋‹ˆ๋‹ค. ์šฐ์„  ์ฒ˜๋ฆฌ ๋Œ€์ƒ.

ISS-1 ๐Ÿ”ด ๋„๊ตฌ๋ช… ํ‘œ๊ธฐ ๋ถˆ์ผ์น˜ (write_file/Write/write, read_file/Read)
Terminology MAJOR Agents 3/3 Confidence 9/10 (R1: 8, R2: 9, R3: 10) Evidence 5/5
  • ๐Ÿ“ "์„œ๋ธŒ์—์ด์ „ํŠธ๋Š” ๋ฆฌ๋ทฐ ๊ฒฐ๊ณผ๋ฅผ **ํŒŒ์ผ๋กœ ์ €์žฅ** (`write_file` ๋˜๋Š” `Write`)" (Step 2-2)R1
  • ๐Ÿ“ "์ด ๋‹จ๊ณ„์—์„œ `write` ํˆด์„ ํ˜ธ์ถœํ•ฉ๋‹ˆ๋‹ค." (Step 4a)R1
  • ๐Ÿ“ "Main์€ **ํŒŒ์ผ์„ ์ง์ ‘ `read_file`** โ€” ๋ฌธ์ž ๊ทธ๋Œ€๋กœ ์ฝ์Œ, ์š”์•ฝ ๊ฐœ์ž… ์—†์Œ" (Step 2-2)R2
  • ๐Ÿ“ "์„œ๋ธŒ์—์ด์ „ํŠธ๊ฐ€ `read_file` (๋˜๋Š” `Read`) ๋„๊ตฌ๋กœ ์ง์ ‘ ํŒŒ์ผ์„ ์ฝ์Šต๋‹ˆ๋‹ค." (Step 2-6)R2
  • ๐Ÿ“ "๊ฒฐ๊ณผ ์ „์ฒด๋ฅผ `{output_path}`์— `write_file`๋กœ ์ €์žฅ." (Step 2-4)R3

๋™์ผ ๋„๊ตฌ๋ฅผ write_file/Write/writeยทread_file/Read๋กœ ํ˜ผ์šฉ. Claude Code ์‹ค์ œ ๋„๊ตฌ๋ช…์€ Write/Read์ด๋ฏ€๋กœ ํ‘œ๊ธฐ๋ฅผ ํ†ต์ผํ•ด์•ผ ํ•œ๋‹ค. 3๋ช… ์ „์› ์ง€์  โ€” ๋™์ผ root cause.

ISS-2 ๐Ÿ”ด doc_type_hint ์˜ต์…˜ ๋ชฉ๋ก ๋ถˆ์ผ์น˜ โ€” Step 1 vs Step 2-3
Inconsistency MAJOR Agents 3/3 Confidence 9/10 (R1: 9, R2: 8, R3: 8) Evidence 5/5
  • ๐Ÿ“ "`{doc_type_hint}`: ํŒŒ์ผ๋ช…์— `prd|spec|requirements|nda|rfc|architecture` ๋งค์น˜ ๋˜๋Š” ๋ณธ๋ฌธ ์ฒซ 200์ž์—์„œ ์ง์ ‘ ๋งค์น˜๋˜๋Š” ํ‚ค์›Œ๋“œ โ†’ ํ•ด๋‹น ์œ ํ˜•. ๋งค์น˜ ์—†์œผ๋ฉด \"general\"." (Step 1)R1ยทR2ยทR3
  • ๐Ÿ“ "`{doc_type_hint}` โ† \"์‚ฌ์—…๊ณ„ํš์„œ\", \"๊ธฐ๋Šฅ์ •์˜์„œ\", \"๊ตฌํ˜„๊ณ„ํš์„œ\", \"architecture\", \"general\" ์ค‘ ํ•˜๋‚˜" (Step 2-3)R1ยทR2ยทR3
  • ๐Ÿ“ "**์˜ˆ์‹œ**: `requirements.md` โ†’ \"requirements\"; ๋ณธ๋ฌธ์— \"1์กฐ(๋ชฉ์ )\", \"๋น„๋ฐ€์œ ์ง€\" โ†’ \"NDA\"." (Step 1)R3

Step 1์€ ์˜๋ฌธ ํ‚ค์›Œ๋“œ 6๊ฐœ๋กœ ๋งค์นญํ•˜๊ณ , Step 2-3์€ ํ•œ๊ตญ์–ด 3๊ฐœ+architecture+general์„ ํ—ˆ์šฉ ๊ฐ’์œผ๋กœ ์ œ์‹œ. ๋‘ ๋ชฉ๋ก์˜ ๋งคํ•‘ ๊ทœ์น™(prdโ†’๋ฌด์—‡?)์ด ๋ˆ„๋ฝ๋˜์–ด ์–ด๋–ค ๊ฐ’์ด ์ „๋‹ฌ๋˜๋Š”์ง€ ๊ฒฐ์ • ๋ถˆ๊ฐ€.

ISS-3 ๐Ÿ”ด Tier ๊ฒฐ์ • ๊ทœ์น™ SKILL.md์— ๋ถ€์žฌ โ€” aggregate.md์— ์™ธ๋ถ€ํ™”
Omission CRITICAL Agents 3/3 Confidence 9/10 (R1: 7, R2: 9, R3: 8) Evidence 5/5
  • ๐Ÿ“ "N๋ช…์˜ ๋…๋ฆฝ ์„œ๋ธŒ์—์ด์ „ํŠธ ๋ฆฌ๋ทฐ์–ด๋ฅผ ๋ณ‘๋ ฌ ์‹คํ–‰ํ•ด ๋ฌธ์„œ ๊ฒฐํ•จ์„ ํƒ์ง€ํ•˜๊ณ  ๐Ÿ”ด/๐ŸŸก/โšช Tier๋กœ ๋ถ„๋ฅ˜ํ•ฉ๋‹ˆ๋‹ค." (๊ฐœ์š”)R2ยทR3
  • ๐Ÿ“ "์ง‘๊ณ„ ๊ฒฐ๊ณผ๋Š” ๐Ÿ”ด/๐ŸŸก/โšช Tier๊ฐ€ ๋ถ™์€ ISS-1, ISS-2 โ€ฆ ํ˜•ํƒœ์˜ ํ†ตํ•ฉ ๋ชฉ๋ก์ž…๋‹ˆ๋‹ค." (Step 3-3)R2ยทR3
  • ๐Ÿ“ "๐Ÿ”ด high / ๐ŸŸก medium / โšช low" (frontmatter description)R3
  • ๐Ÿ“ "์œ„๋ฐ˜ ์‹œ ์ด ์Šคํ‚ฌ์˜ ํ•ต์‹ฌ ํšจ๊ณผ(ํ™•๋ฅ ์  ์ปค๋ฒ„๋ฆฌ์ง€๋กœ +6.5~30.6%p ์žฌํ˜„์œจ ํ–ฅ์ƒ)๊ฐ€ ์‚ฌ๋ผ์ง‘๋‹ˆ๋‹ค." (Step 2)R1

์Šคํ‚ฌ์˜ ํ•ต์‹ฌ ๊ฒฐ๊ณผ๋ฌผ์ธ Tier ๋ถ„๋ฅ˜(N/N=๐Ÿ”ด, โ‰ฅceil(N/2)=๐ŸŸก)๊ฐ€ SKILL.md์— ์ •์˜๋˜์ง€ ์•Š๊ณ  aggregate.md์— ์™ธ๋ถ€ํ™”. SKILL.md๋งŒ์œผ๋กœ๋Š” ๋™์ž‘ ์˜ˆ์ธก์ด ๋ถˆ๊ฐ€๋Šฅํ•˜๊ณ  N=2/N=5 ๋ณ€๊ฒฝ ์‹œ ์ž„๊ณ„์น˜ ๋„์ถœ ๋ถˆ๋ช…ํ™•.

ISS-4 ๐Ÿ”ด 60K ํ† ํฐ ํ•œ๊ณ„์™€ 200K context ์š”๊ตฌ์น˜ ์ •ํ•ฉ์„ฑ ๊ฒฐ์—ฌ + ์ธก์ • ๋ฐฉ๋ฒ• ๋ˆ„๋ฝ
Inconsistency MAJOR Agents 3/3 Confidence 8/10 (R1: 8, R2: 8/9, R3: 6) Evidence 5/5
  • ๐Ÿ“ "์ตœ์†Œ ์š”๊ตฌ์น˜: context window โ‰ฅ 200K. ๊ทธ ๋ฏธ๋งŒ ๋ชจ๋ธ์ด ๊ฐ์ง€๋˜๋ฉด ์‚ฌ์šฉ์ž์—๊ฒŒ ์•Œ๋ฆฌ๊ณ  ์ค‘๋‹จ." (Step 2-7)R1ยทR2ยทR3
  • ๐Ÿ“ "**๋ฌธ์„œ > 60K ํ† ํฐ**: ์ฒญํฌ ๋ถ„ํ• ์€ ์•„์ง ๋ฏธ๊ตฌํ˜„. ์‚ฌ์šฉ์ž์—๊ฒŒ ์•Œ๋ฆฌ๊ณ  ์ค‘๋‹จ" (Step 2-8)R1ยทR2ยทR3
  • ๐Ÿ“ "๋ฌธ์„œ๊ฐ€ 60K ํ† ํฐ์„ ์ดˆ๊ณผํ•ฉ๋‹ˆ๋‹ค(X ํ† ํฐ). ํ˜„์žฌ ๋ฒ„์ „์€ ์ฒญํฌ ๋ถ„ํ• ์„ ์ง€์›ํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค." (Step 2-8)R1ยทR2

200K context ์š”๊ตฌํ•˜๋ฉด์„œ 60K๋กœ ์ฐจ๋‹จํ•˜๋Š” ๊ทผ๊ฑฐ ๋ฏธ์„ค๋ช…. ๋˜ํ•œ ํ† ํฐ ์ธก์ • ๋ฐฉ๋ฒ•(์–ด๋–ค tokenizer, ๋ชจ๋ธ๋ณ„ ์ฐจ์ด)์ด ์ •์˜๋˜์ง€ ์•Š์•„ ์‚ฌ์šฉ์ž๊ฐ€ "X ํ† ํฐ"์„ ์•Œ ์ˆ˜ ์—†์Œ. R1ยทR2ยทR3 ๋™์ผ root cause(์ž„๊ณ„์น˜ ์ •ํ•ฉ์„ฑ+์ธก์ • ๋ฏธ์ •์˜).

ISS-5 ๐Ÿ”ด ์ธ๋ผ์ธ ํ…์ŠคํŠธ ์ž„๊ณ„๊ฐ’ ์ธก์ • ๊ธฐ์ค€(500๋‹จ์–ด/2KB) ๋ฏธ์ •์˜
Ambiguity MAJOR Agents 3/3 Confidence 8/10 (R1: 7, R2: 9, R3: 7) Evidence 5/5
  • ๐Ÿ“ "์ธ๋ผ์ธ ํ…์ŠคํŠธ๋ฉด 500 ๋‹จ์–ด / 2KB ๋ฏธ๋งŒ์ผ ๋•Œ๋งŒ ๊ทธ๋Œ€๋กœ, ์ดˆ๊ณผ ์‹œ" (Step 1)R1ยทR2ยทR3
  • ๐Ÿ“ "**AND** ๋ฌธ์„œ๊ฐ€ 500 ๋‹จ์–ด / 2KB **๋ฏธ๋งŒ**์ผ ๋•Œ." (Step 2-6)R1ยทR2
  • ๐Ÿ“ "NOT for: simple typo/grammar fixes, translation proofreading, documents under 500 words" (frontmatter description)R3

"500 ๋‹จ์–ด / 2KB"๊ฐ€ OR/AND์ธ์ง€ ๋ช…์‹œ๋˜์ง€ ์•Š๊ณ  ํ•œ๊ธ€ ๋‹จ์–ด ์นด์šดํŠธ ๊ธฐ์ค€(๊ณต๋ฐฑ ๋ถ„๋ฆฌ/ํ† ํฐ)๋„ ๋ฏธ์ •์˜. description์€ 500 ๋‹จ์–ด ๋ฏธ๋งŒ์€ ์ ์šฉ ๋Œ€์ƒ ์•„๋‹ˆ๋ผ๊ณ  ํ•˜๋ฉด์„œ Step 1์€ ๊ทธ ๋ฏธ๋งŒ ์ธ๋ผ์ธ์„ ๊ทธ๋Œ€๋กœ ์ฒ˜๋ฆฌํ•˜๋Š” ๋ถ„๊ธฐ ์ œ๊ณตํ•ด ์ถฉ๋Œ.

ISS-6 ๐Ÿ”ด ์™ธ๋ถ€ ํŒŒ์ผ ์˜์กด์„ฑ ๋ช…์‹œ ๋ถ€์žฌ (aggregate.md, output_template.md/html, review.md)
Omission MAJOR Agents 3/3 Confidence 8/10 (R1: 7, R2: 8, R3: 8) Evidence 5/5
  • ๐Ÿ“ "`examples/output_template.md`์˜ ํ˜•์‹์œผ๋กœ ์ตœ์ข… Markdown ๋ฆฌํฌํŠธ๋ฅผ ์ƒ์„ฑํ•ฉ๋‹ˆ๋‹ค." (Step 4)R1ยทR3
  • ๐Ÿ“ "`prompts/aggregate.md` ํ”„๋กฌํ”„ํŠธ์— ๋‹ค์Œ ๋ณ€์ˆ˜ ์น˜ํ™˜" (Step 3-3)R1ยทR2ยทR3
  • ๐Ÿ“ "`examples/output_template.html`์„ ๋ฒ ์ด์Šค๋กœ .html ํŒŒ์ผ์„ ์ƒ์„ฑํ•˜์„ธ์š”." (Step 4)R3
  • ๐Ÿ“ "์ž์„ธํ•œ ๋ถ„๊ธฐ ๊ทœ์น™์€ `examples/output_template.md`์˜ **C ์„น์…˜**์„ ์ฐธ๊ณ ." (Step 4)R2ยทR3
  • ๐Ÿ“ "#### 2-4. ์„œ๋ธŒ์—์ด์ „ํŠธ๊ฐ€ ๋ฐ˜๋“œ์‹œ ๋”ฐ๋ผ์•ผ ํ•  ๊ฒƒ (review.md์—๋„ ๋ช…์‹œ)" (Step 2-4 ํ—ค๋”)R2ยทR3

SKILL.md๊ฐ€ ๋‹ค์ˆ˜ ์™ธ๋ถ€ ํŒŒ์ผ์— ์˜์กดํ•˜์ง€๋งŒ ์œ„์น˜ ๊ทœ์•ฝ/์กด์žฌ ๋ณด์žฅ/๋ˆ„๋ฝ ์‹œ ๋™์ž‘์ด ๋ช…์‹œ๋˜์ง€ ์•Š์Œ. ์™ธ๋ถ€ ํŒŒ์ผ ๋ณ€๊ฒฝ/๋ˆ„๋ฝ ์‹œ ์Šคํ‚ฌ์ด ๊นจ์ง€๋ฉฐ ๋ฌด๊ฒฐ์„ฑ ๊ฒ€์ฆ ๋ถˆ๊ฐ€.

ISS-7 ๐Ÿ”ด "+6.5~30.6%p ์žฌํ˜„์œจ ํ–ฅ์ƒ" ๋ฒค์น˜๋งˆํฌ ์ถœ์ฒ˜/์กฐ๊ฑด ๋ˆ„๋ฝ
Omission MINOR Agents 3/3 Confidence 7/10 (R1: 7, R2: 8, R3: 6) Evidence 4/5
  • ๐Ÿ“ "์œ„๋ฐ˜ ์‹œ ์ด ์Šคํ‚ฌ์˜ ํ•ต์‹ฌ ํšจ๊ณผ(ํ™•๋ฅ ์  ์ปค๋ฒ„๋ฆฌ์ง€๋กœ +6.5~30.6%p ์žฌํ˜„์œจ ํ–ฅ์ƒ)๊ฐ€ ์‚ฌ๋ผ์ง‘๋‹ˆ๋‹ค." (Step 2)R1ยทR2ยทR3
  • ๐Ÿ“ "๋ฒค์น˜๋งˆํฌ(6 LLM ร— 3 benchmark) ๊ธฐ์ค€ temperature=0.7~1.0 ๊ตฌ๊ฐ„์—์„œ ์žฌํ˜„์œจ์ด ๋‹จ์กฐ ์ฆ๊ฐ€." (Step 2-7)R1ยทR2ยทR3

+6.5~30.6%p์™€ 6 LLM ร— 3 benchmark์˜ ์ธก์ • ์กฐ๊ฑด(N, ๋ชจ๋ธ, ๋ฐ์ดํ„ฐ์…‹, ๋น„๊ต ๊ธฐ์ค€)์ด ๋ณธ๋ฌธ์— ์ •์˜๋˜์ง€ ์•Š์•„ ์‚ฌ์šฉ์ž๊ฐ€ ๊ฒฐ๊ณผ๋ฅผ ๊ฒ€์ฆ/์กฐ์ • ๋ถˆ๊ฐ€. ๋‘ ๊ณณ์—์„œ ์ธ์šฉ๋˜์ง€๋งŒ ์ถœ์ฒ˜ ๋งํฌ ์—†์Œ.

๐ŸŸก Needs Review

โ€” ๋‹ค์ˆ˜ ํ•ฉ์˜ (11๊ฐœ)

2/3์ด ์ง€์ ํ•œ ์ด์Šˆ. ๊ฒ€ํ†  ๊ถŒ์žฅ.

ISS-8 ๐ŸŸก SESSION_ID 4์ž ๋‚œ์ˆ˜์˜ ๋ฌธ์ž ์ง‘ํ•ฉ ์ •์˜ ๋ˆ„๋ฝ
Ambiguity MINOR Agents 2/3 Confidence 8/10 (R1: 7, R3: 9) Evidence 4/5
  • ๐Ÿ“ "`SESSION_ID` ์ƒ์„ฑ: `{YYYYMMDD-HHMMSS}-{4์ž ๋‚œ์ˆ˜}` ํ˜•ํƒœ. ์˜ˆ: `20260428-022810-a3f7`" (Step 2-1)R1ยทR3
  • ๐Ÿ“ "์˜ˆ: `{PROJECT_DIR}/.consensus-review-output/20260428-022810-a3f7/reviewer-1.md`" (Step 2-3)R1ยทR3

4์ž ๋‚œ์ˆ˜์˜ ๋ฌธ์ž ์ง‘ํ•ฉ(16์ง„์ˆ˜๋งŒ vs ์˜์ˆซ์ž, ๋Œ€์†Œ๋ฌธ์ž ํ—ˆ์šฉ ์—ฌ๋ถ€)์ด ์ •์˜๋˜์ง€ ์•Š์•„ ๊ตฌํ˜„์ฒด๊ฐ€ ๋‹ค๋ฅธ ํ˜•์‹ ์ƒ์„ฑ ๊ฐ€๋Šฅ. ์ถฉ๋Œ ํ™•๋ฅ  ๋ณด์žฅ๋„ ๋ถˆ๋ช…ํ™•.

ISS-9 ๐ŸŸก temperature 0.3 ๋ฏธ๋งŒ ๊ธˆ์ง€ โ€” ์ธก์ • ๋ฒ”์œ„ ์™ธ + ๊ตฌํ˜„ ์ฃผ์ฒด ๋ถˆ๋ช…ํ™•
Ambiguity MINOR Agents 3/3 Confidence 7/10 (R1: 7, R2: 7, R3: 7) Evidence 3/5
  • ๐Ÿ“ "๋ฒค์น˜๋งˆํฌ(6 LLM ร— 3 benchmark) ๊ธฐ์ค€ temperature=0.7~1.0 ๊ตฌ๊ฐ„์—์„œ ์žฌํ˜„์œจ์ด ๋‹จ์กฐ ์ฆ๊ฐ€." (Step 2-7)R1ยทR2ยทR3
  • ๐Ÿ“ "**0.3 ๋ฏธ๋งŒ์œผ๋กœ ๋‚ฎ์ถ”์ง€ ๋งˆ์„ธ์š”** โ€” ๋…๋ฆฝ์„ฑ์ด ๊นจ์ง‘๋‹ˆ๋‹ค." (Step 2-7)R1ยทR2ยทR3
  • ๐Ÿ“ "temperature๋Š” ์„œ๋ธŒ์—์ด์ „ํŠธ ๊ธฐ๋ณธ๊ฐ’ ์‚ฌ์šฉ." (Step 2-7)R3

๋ฒค์น˜๋งˆํฌ๋Š” 0.7~1.0๋งŒ ์ธก์ •ํ•œ ์ฑ„ 0.3 ๋ฏธ๋งŒ ๊ธˆ์ง€. 0.3~0.7 ๊ตฌ๊ฐ„ ๊ถŒ์žฅ๊ฐ’/ํ—ˆ์šฉ ๋ฏธ์ •์˜. ๋˜ํ•œ ์„œ๋ธŒ์—์ด์ „ํŠธ ๊ธฐ๋ณธ๊ฐ’ ์‚ฌ์šฉํ•œ๋‹ค๋ฉด์„œ "๋‚ฎ์ถ”์ง€ ๋งˆ์„ธ์š”"์˜ ๋ช…๋ น ๋Œ€์ƒ(๋ฉ”์ธ/์‚ฌ์šฉ์ž/์„œ๋ธŒ์—์ด์ „ํŠธ)์ด ๋ชจํ˜ธ.

ISS-10 ๐ŸŸก HTML ๋ชจ๋“œ ํŠธ๋ฆฌ๊ฑฐ ๊ธฐ์ค€ ๋ชจํ˜ธ + ์ฑ„ํŒ… ์š”์•ฝ ๊ฒฝ๋กœ ํ‘œ๊ธฐ ๋ถ€์ •ํ™•
Ambiguity MINOR Agents 3/3 Confidence 7/10 (R1: 7, R2: 8, R3: 7) Evidence 4/5
  • ๐Ÿ“ "์‚ฌ์šฉ์ž๊ฐ€ ๋ช…์‹œ์ ์œผ๋กœ HTML ์ถœ๋ ฅ์„ ์š”์ฒญํ•˜๋ฉด(\"HTML๋กœ\", \"์ธํ„ฐ๋ž™ํ‹ฐ๋ธŒ๋กœ\", \"๋‹จ์ผ HTML ํŒŒ์ผ\")" (Step 4)R1ยทR2
  • ๐Ÿ“ "์‚ฌ์šฉ์ž๊ฐ€ \"๋‘˜ ๋‹ค\"๋ผ๊ณ  ํ•˜๋ฉด ๊ฐ™์€ ํƒ€์ž„์Šคํƒฌํ”„๋กœ .md + .html ๋‘ ๊ฐœ ์ƒ์„ฑ." (Step 4a)R1ยทR2
  • ๐Ÿ“ "๐Ÿ“„ ์ €์žฅ ๊ฒฝ๋กœ: ./consensus-review-{์›๋ณธ}-{YYYYMMDD-HHMMSS}.md" (Step 4b)R3

"HTML๋กœ"/"์ธํ„ฐ๋ž™ํ‹ฐ๋ธŒ๋กœ"/"๋‹จ์ผ HTML ํŒŒ์ผ" ์™ธ ๋ณ€ํ˜• ํ‘œํ˜„์ด ํŠธ๋ฆฌ๊ฑฐ์— ํ•ด๋‹นํ•˜๋Š”์ง€ ๋ชจํ˜ธ. ์˜์–ด ํŠธ๋ฆฌ๊ฑฐ ๋ฏธ์ •์˜. HTML ๋ชจ๋“œ ํ™œ์„ฑํ™” ์‹œ 4b ์ฑ„ํŒ… ์š”์•ฝ์˜ ".md" ํ‘œ๊ธฐ๊ฐ€ ๋ถ€์ •ํ™•ํ•จ.

ISS-11 ๐ŸŸก ์„œ๋ธŒ์—์ด์ „ํŠธ 1๋ช… ์‹คํŒจ ์‹œ N=2 ์ง„ํ–‰ โ€” ๋น„๊ถŒ์žฅ ์ •์ฑ…๊ณผ ์ž๋™ fallback ์ถฉ๋Œ
Inconsistency MAJOR Agents 2/3 Confidence 7/10 (R1: 7, R2: 7) Evidence 4/5
  • ๐Ÿ“ "**์„œ๋ธŒ์—์ด์ „ํŠธ 1๋ช… `write_file` ์‹คํŒจ ๋˜๋Š” ํƒ€์ž„์•„์›ƒ**: ๋‚จ์€ 2๋ช…์œผ๋กœ ์ง„ํ–‰. ์ตœ์ข… ๋ฆฌํฌํŠธ ์ƒ๋‹จ์— `\"Reviewer X ์‹คํŒจ โ€” N=2๋กœ ์ง‘๊ณ„๋จ\"`์„ ๋ช…์‹œ." (Step 2-8)R1ยทR2
  • ๐Ÿ“ "\"2๋ช…๋งŒ\" โ†’ N=2 (๋น„๊ถŒ์žฅ)." (์„ค์ • ๋ณ€๊ฒฝ)R1
  • ๐Ÿ“ "๋…๋ฆฝ์„ฑ์ด ์ด ์Šคํ‚ฌ์˜ ์กด์žฌ ์ด์œ ์ž…๋‹ˆ๋‹ค. ์œ„๋ฐ˜ ์‹œ ์ด ์Šคํ‚ฌ์˜ ํ•ต์‹ฌ ํšจ๊ณผ(ํ™•๋ฅ ์  ์ปค๋ฒ„๋ฆฌ์ง€๋กœ +6.5~30.6%p ์žฌํ˜„์œจ ํ–ฅ์ƒ)๊ฐ€ ์‚ฌ๋ผ์ง‘๋‹ˆ๋‹ค." (Step 2)R2

์‚ฌ์šฉ์ž ์š”์ฒญ N=2๋Š” ๋น„๊ถŒ์žฅ์ด์ง€๋งŒ 1๋ช… ์‹คํŒจ ์‹œ ์ž๋™ N=2 fallback์€ ํ—ˆ์šฉ. ๋™์ผ N=2 ์ƒํƒœ์— ๋Œ€ํ•ด ๋‹ค๋ฅธ ์ •์ฑ… ์ ์šฉ. N=2์˜ ์žฌํ˜„์œจ ํšจ๊ณผ ์˜ˆ์ƒ์น˜ ๋ฏธ์ •์˜.

ISS-12 ๐ŸŸก 200K context ๋ฏธ๋งŒ ๋ชจ๋ธ ๊ฐ์ง€ ๋ฉ”์ปค๋‹ˆ์ฆ˜ ๋ถ€์žฌ
Omission MAJOR Agents 2/3 Confidence 7/10 (R1: 7, R2: 8) Evidence 3/5
  • ๐Ÿ“ "์ตœ์†Œ ์š”๊ตฌ์น˜: context window โ‰ฅ 200K. ๊ทธ ๋ฏธ๋งŒ ๋ชจ๋ธ์ด ๊ฐ์ง€๋˜๋ฉด ์‚ฌ์šฉ์ž์—๊ฒŒ ์•Œ๋ฆฌ๊ณ  ์ค‘๋‹จ." (Step 2-7)R1ยทR2

"๊ฐ์ง€๋˜๋ฉด"์˜ ๊ตฌ์ฒด์  ๋ฉ”์ปค๋‹ˆ์ฆ˜(API ๋ฉ”ํƒ€๋ฐ์ดํ„ฐ ์กฐํšŒ/๋ชจ๋ธ๋ช… ๋งค์นญ/์‚ฌ์šฉ์ž ์„ค์ •) ๋ฏธ์ •์˜. ์‚ฌ์šฉ์ž๊ฐ€ ๋ชจ๋ธ ๋ช…์‹œ ์•ˆ ํ•œ ๊ฒฝ์šฐ ์ฒ˜๋ฆฌ ์ ˆ์ฐจ ๋ˆ„๋ฝ.

ISS-13 ๐ŸŸก PROJECT_DIR ๊ฒฐ์ • ๋ชจํ˜ธ์„ฑ โ€” cwd ์ •์˜/์ƒ๋Œ€๊ฒฝ๋กœ/dirname ๊ธฐ์ค€
Ambiguity MAJOR Agents 3/3 Confidence 7/10 (R1: 5/6, R2: 8, R3: 8) Evidence 4/5
  • ๐Ÿ“ "์ž…๋ ฅ์ด **ํŒŒ์ผ ๊ฒฝ๋กœ**๋ฉด โ†’ `PROJECT_DIR = dirname(document_path)` (ํ•ด๋‹น ํŒŒ์ผ์ด ์žˆ๋Š” ๋””๋ ‰ํ† ๋ฆฌ)" (Step 1)R1ยทR2ยทR3
  • ๐Ÿ“ "์ž…๋ ฅ์ด **์ธ๋ผ์ธ ํ…์ŠคํŠธ**๋ฉด โ†’ `PROJECT_DIR = cwd` (ํ˜„์žฌ ์ž‘์—… ๋””๋ ‰ํ† ๋ฆฌ)" (Step 1)R1ยทR3
  • ๐Ÿ“ "๐Ÿ“„ ์ €์žฅ ๊ฒฝ๋กœ: ./consensus-review-{์›๋ณธ}-{YYYYMMDD-HHMMSS}.md" (Step 4b)R3

cwd ์ฃผ์ฒด(๋ฉ”์ธ/์‚ฌ์šฉ์ž ์…ธ/์„œ๋ธŒ์—์ด์ „ํŠธ), ์ƒ๋Œ€๊ฒฝ๋กœ/~ ์ฒ˜๋ฆฌ, ์ ˆ๋Œ€๊ฒฝ๋กœ ์ •๊ทœํ™”๊ฐ€ ๋ฏธ์ •์˜. ๋™์ผ ์‚ฌ์šฉ์ž๊ฐ€ ๊ฐ™์€ ๋ฌธ์„œ๋ฅผ ํŒŒ์ผ๊ฒฝ๋กœ/์ธ๋ผ์ธ์œผ๋กœ ์ž…๋ ฅ ์‹œ PROJECT_DIR์ด ๋‹ฌ๋ผ์ ธ ์˜๋„์™€ ๋‹ค๋ฅธ ์œ„์น˜ ์ €์žฅ ์œ„ํ—˜.

ISS-14 ๐ŸŸก aggregate.md {document} ๋ณ€์ˆ˜ โ€” "๊ฒฝ๋กœ ๋˜๋Š” ์ „๋ฌธ" ๊ฒฐ์ • ๊ทœ์น™ ๋ˆ„๋ฝ
Inconsistency MAJOR Agents 2/3 Confidence 8/10 (R1: 7, R2: 8) Evidence 4/5
  • ๐Ÿ“ "`{document_path}` โ† ์›๋ณธ ๋ฌธ์„œ์˜ ํŒŒ์ผ ๊ฒฝ๋กœ (๊ธฐ๋ณธ)." (Step 2-3)R1
  • ๐Ÿ“ "`{document}` โ† ์›๋ณธ ๋ฌธ์„œ ๊ฒฝ๋กœ ๋˜๋Š” ์ „๋ฌธ" (Step 3-3)R1ยทR2
  • ๐Ÿ“ "**๊ธฐ๋ณธ ๊ทœ์น™: ํ•ญ์ƒ ํŒŒ์ผ ๊ฒฝ๋กœ๋งŒ ์ „๋‹ฌํ•˜์„ธ์š”.**" (Step 2-6)R2

์„œ๋ธŒ์—์ด์ „ํŠธ๋Š” ๊ฒฝ๋กœ๋งŒ ๊ฐ•์ œํ•˜๋ฉด์„œ aggregate๋Š” "๊ฒฝ๋กœ ๋˜๋Š” ์ „๋ฌธ" ๋‘˜ ๋‹ค ํ—ˆ์šฉ. ๊ฒฐ์ • ๊ทœ์น™์ด ์—†์–ด ํฐ ๋ฌธ์„œ ์‹œ ํ† ํฐ ํ•œ๋„ ์‚ฌ๊ณ  ์œ„ํ—˜ ์žฌ๋ฐœ ๊ฐ€๋Šฅ.

ISS-15 ๐ŸŸก N ๋™์  ์ฒ˜๋ฆฌ vs ๋ณธ๋ฌธ N=3 ํ•˜๋“œ์ฝ”๋”ฉ ๋ถˆ์ผ์น˜
Inconsistency MAJOR Agents 3/3 Confidence 8/10 (R1: 8, R2: 9, R3: 6) Evidence 5/5
  • ๐Ÿ“ "Review Korean/English documents for defects by running N=3 independent LLM reviewers as parallel subagents" (frontmatter description)R2ยทR3
  • ๐Ÿ“ "์„œ๋ธŒ์—์ด์ „ํŠธ 3๋ช…์„ **๋™์‹œ์—** ํ˜ธ์ถœ (๋ณ‘๋ ฌ)." (Step 2-3)R1
  • ๐Ÿ“ "๊ฐ ์„œ๋ธŒ์—์ด์ „ํŠธ์˜ output ๊ฒฝ๋กœ: `{PROJECT_DIR}/.consensus-review-output/{SESSION_ID}/reviewer-{N}.md` (N=1,2,3)" (Step 2-1)R1
  • ๐Ÿ“ "**N ๋ณ€๊ฒฝ**: \"๋ฆฌ๋ทฐ์–ด 5๋ช…์œผ๋กœ ํ•ด์ค˜\" โ†’ N=5. \"2๋ช…๋งŒ\" โ†’ N=2 (๋น„๊ถŒ์žฅ). ๊ธฐ๋ณธ์€ 3." (์„ค์ • ๋ณ€๊ฒฝ)R1ยทR2ยทR3

description๊ณผ ๋ณธ๋ฌธ์€ N=3 ํ•˜๋“œ์ฝ”๋”ฉ, ์„ค์ • ๋ณ€๊ฒฝ์€ N ๋ณ€๊ฒฝ ๊ฐ€๋Šฅ. N=5 ์‹œ reviewer-1~5 ์‚ฌ์šฉ/๋””๋ ‰ํ† ๋ฆฌ ๋ช…๋ช… ์ ˆ์ฐจ๊ฐ€ ๋ณธ๋ฌธ์— ๋ช…์‹œ๋˜์ง€ ์•Š์•„ ํŠธ๋ฆฌ๊ฑฐ/๋™์ž‘ ์ •์˜ ์ผ๊ด€์„ฑ ๊ฒฐ์—ฌ.

ISS-16 ๐ŸŸก ์ตœ์ข… ๋ฆฌํฌํŠธ ํŒŒ์ผ๋ช… ์ถฉ๋Œ โ€” SESSION_ID ๋‚œ์ˆ˜ vs timestamp๋งŒ
Inconsistency MINOR Agents 3/3 Confidence 6/10 (R1: 7, R2: 7, R3: 5) Evidence 3/5
  • ๐Ÿ“ "`{YYYYMMDD-HHMMSS}`: ์‹คํ–‰ ์‹œ์  ๊ธฐ์ค€ ์ดˆ ๋‹จ์œ„ ํƒ€์ž„์Šคํƒฌํ”„ (๊ฐ™์€ ์ดˆ์— ๊ฒน์น  ํ™•๋ฅ  โ‰ˆ 0)" (Step 4a)R1ยทR2ยทR3
  • ๐Ÿ“ "**๊ฐ™์€ ๋ฌธ์„œ๋ฅผ ์—ฌ๋Ÿฌ ๋ฒˆ ๋ฆฌ๋ทฐํ•ด๋„ ํƒ€์ž„์Šคํƒฌํ”„๊ฐ€ ๋‹ฌ๋ผ ๋ฎ์–ด์“ฐ์ง€ ์•Š์Šต๋‹ˆ๋‹ค.**" (Step 4a)R1ยทR3
  • ๐Ÿ“ "`SESSION_ID` ์ƒ์„ฑ: `{YYYYMMDD-HHMMSS}-{4์ž ๋‚œ์ˆ˜}` ํ˜•ํƒœ." (Step 2-1)R1ยทR2ยทR3

SESSION_ID๋Š” 4์ž ๋‚œ์ˆ˜๋กœ ์ถฉ๋Œ ๋ฐฉ์ง€ํ•˜๋ฉด์„œ ์ตœ์ข… ๋ฆฌํฌํŠธ๋Š” timestamp๋งŒ ์‚ฌ์šฉ. ์ž๋™ํ™”/๋ฐฐ์น˜ ๋™์‹œ ์‹คํ–‰ ์‹œ ์ถฉ๋Œ ๊ฐ€๋Šฅ. ์ผ๊ด€์„ฑ ๊ฒฐ์—ฌ.

ISS-17 ๐ŸŸก "raw ๋ณต์‚ฌ ๊ธˆ์ง€"์™€ "raw_1, raw_2, raw_3" ๋ณ€์ˆ˜์˜ ์˜๋ฏธ ์ถฉ๋Œ
Ambiguity MINOR Agents 3/3 Confidence 6/10 (R1: 6, R2: 7, R3: 6) Evidence 3/5
  • ๐Ÿ“ "์„œ๋ธŒ์—์ด์ „ํŠธ return ๋ฉ”์‹œ์ง€๋Š” **ํ•œ ๋‹จ์–ด**: `\"done\"` (raw ๋ณต์‚ฌ ๊ธˆ์ง€)" (Step 2-2)R1ยทR2ยทR3
  • ๐Ÿ“ "**์„œ๋ธŒ์—์ด์ „ํŠธ๊ฐ€ \"done\" ๋Œ€์‹  raw ๋‚ด์šฉ์„ returnํ•œ ๊ฒฝ์šฐ**: ํ•ด๋‹น ๋‚ด์šฉ ๋ฌด์‹œํ•˜๊ณ  ํŒŒ์ผ์„ `read_file`๋กœ ์ง์ ‘ ์ฝ์œผ์„ธ์š”." (Step 2-8)R1ยทR3
  • ๐Ÿ“ "=== Reviewer 1 ===\n{raw_1}" (Step 3-2)R2ยทR3

"raw ๋ณต์‚ฌ", "raw ๋‚ด์šฉ", "raw ๋ฆฌ๋ทฐ", "raw_1/2/3"์˜ ์˜๋ฏธ ๋ถ„ํ™” ๋ฏธ์ •์˜. ์„œ๋ธŒ์—์ด์ „ํŠธ ๊ฐ•์ œ ๋ฉ”์ปค๋‹ˆ์ฆ˜์ด ์—†์œผ๋ฉด์„œ ์œ„๋ฐ˜ ์‹œ ์ฒ˜๋ฆฌ ๋ถ„๊ธฐ๊ฐ€ ์ •์˜๋˜์–ด ์ž๊ธฐ๋ชจ์ˆœ ๊ตฌ์กฐ.

ISS-18 ๐ŸŸก write ํˆด ๊ฒ€์ฆ ์‹คํŒจ ์‹œ ๋ถ„๊ธฐ ๋งคํ•‘ ๋ถ€์ •ํ™• (4a vs 2-8)
Inconsistency MINOR Agents 2/3 Confidence 7/10 (R2: 7, R3: 7) Evidence 4/5
  • ๐Ÿ“ "**์ €์žฅ ํ›„ ๊ฒ€์ฆ**: `write` ํˆด ๋ฐ˜ํ™˜๊ฐ’์„ ํ™•์ธํ•œ ๋’ค Step 4b ์š”์•ฝ์„ ์ถœ๋ ฅํ•˜์„ธ์š”. ์‹คํŒจํ•˜๋ฉด ์ฐจ๋‹จ ์ƒํ™ฉ ๋ถ„๊ธฐ์˜ `.consensus-review-output/ ์ €์žฅ ์‹คํŒจ` ํ•ญ๋ชฉ์„ ๋”ฐ๋ฅด์„ธ์š”" (Step 4a)R2ยทR3
  • ๐Ÿ“ "**`.consensus-review-output/` ์ €์žฅ ์‹คํŒจ** (๋””์Šคํฌ ํ’€/๊ถŒํ•œ/์ฝ๊ธฐ์ „์šฉ ๋””๋ ‰ํ† ๋ฆฌ): ์‚ฌ์šฉ์ž์—๊ฒŒ ์›์ธ๊ณผ ํ•จ๊ป˜ ๋ณด๊ณ ํ•˜๊ณ  ์ค‘๋‹จ." (Step 2-8)R2ยทR3

4a ์ตœ์ข… ๋ฆฌํฌํŠธ ์ €์žฅ ์œ„์น˜๋Š” ์›๋ณธ ๋ฌธ์„œ ๋””๋ ‰ํ† ๋ฆฌ, 2-8 ๋ถ„๊ธฐ๋Š” .consensus-review-output/ ๋””๋ ‰ํ† ๋ฆฌ. ์„œ๋กœ ๋‹ค๋ฅธ ์œ„์น˜์ธ๋ฐ ๊ฐ™์€ ๋ถ„๊ธฐ ์ ์šฉ ์ง€์‹œ. ๊ฒ€์ฆ ๊ธฐ์ค€(ํŒŒ์ผ ๊ฒฝ๋กœ/๋ฐ”์ดํŠธ/์—๋Ÿฌ ์ฝ”๋“œ)๋„ ๋ฏธ์ •์˜.

โšช Low

โ€” ์†Œ์ˆ˜ ์ง€์  (6๊ฐœ)

1๋ช…๋งŒ ์ง€์ . ํ™˜๊ฐ ๊ฐ€๋Šฅ์„ฑ์ด ์ƒ๋Œ€์ ์œผ๋กœ ํผ.

๐Ÿ’ก ๊ถŒ์žฅ ์กฐ์น˜