{"id":"7ad278e8-eb54-4ba6-bd8f-4497ded9a89b","shortId":"em5sMs","kind":"skill","title":"rrr","tagline":"GLM-5 코드 리뷰. /rr의 상위 버전으로 더 강한 모델로 변경사항을 검토하고, Codex가 결과를 다시 검증해 유효한 이슈만 정리한다.","description":"# /rrr\n\nUse `glm-review --model glm-5` as the deeper paid review pass, then validate the results against the code before you trust them.\n\n## Default Flow\n\n1. Determine the exact review scope first.\n- commit hash known -> commit mode\n- `staged` -> staged mode\n- `pr` -> PR mode\n- mixed unrelated local changes -> focused diff file\n2. Run a health check only when auth or connectivity looks questionable:\n\n```bash\nglm-review --model glm-5 --health\n```\n\n3. Run the review with the smallest correct input:\n\n```bash\nglm-review --model glm-5\nglm-review --model glm-5 --mode staged\nglm-review --model glm-5 --mode pr\nglm-review --model glm-5 --mode commit --ref <COMMIT_HASH>\nglm-review --model glm-5 --diff-file /tmp/glm-review-diff.patch\n```\n\n4. Verify every reported issue in the actual code and diff.\n5. Keep only confirmed issues.\n6. If fixes are requested or clearly in scope, apply them and rerun the closest verification.\n\n## Choosing Review Input\n\n- committed single change:\n\n```bash\nglm-review --model glm-5 --mode commit --ref <COMMIT_HASH>\n```\n\n- committed subset of files:\n\n```bash\nglm-review --model glm-5 --mode commit --ref <COMMIT_HASH> --files src/a.ts src/b.ts\n```\n\n- custom focused diff:\n\n```bash\nGIT_ROOT=$(git rev-parse --show-toplevel)\ncd \"$GIT_ROOT\" && git diff HEAD -- <file1> <file2> ... > /tmp/glm-review-diff.patch\nglm-review --model glm-5 --diff-file /tmp/glm-review-diff.patch\n```\n\nIf the diff is empty, stop and say there is nothing to review.\n\n## Validation Rules\n\n- `glm-review` is a reviewer, not an oracle.\n- Re-check referenced code paths before reporting a bug.\n- Separate confirmed defects from debatable style feedback.\n- If a finding depends on broader context, inspect the relevant surrounding code before accepting it.\n\n## Error Handling\n\n- `command not found: glm-review`\n  Install it with `npm install -g glm-review`\n- `ZAI_API_KEY not set`\n  Export `ZAI_API_KEY` in the shell or your normal secret-loading path\n- auth or API failure\n  Re-run `glm-review --model glm-5 --health` after refreshing credentials\n\n## Finish\n\nReturn:\n\n- review scope used\n- confirmed findings only\n- notable false positives filtered out\n- what verification ran after fixes, if any","tags":["rrr","dgk","gpt","dgk-dev","agent-skills","cli","codex","developer-tools","mcp","openai-codex"],"capabilities":["skill","source-dgk-dev","skill-rrr","topic-agent-skills","topic-cli","topic-codex","topic-developer-tools","topic-mcp","topic-openai-codex"],"categories":["dgk-gpt"],"synonyms":[],"warnings":[],"endpointUrl":"https://skills.sh/dgk-dev/dgk-gpt/rrr","protocol":"skill","transport":"skills-sh","auth":{"type":"none","details":{"cli":"npx skills add 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'broader':286 'bug':273 'cd':223 'chang':70,182 'check':78,266 'choos':177 'clear':167 'closest':175 'code':42,153,268,292 'codex가':15 'command':298 'commit':56,59,133,180,191,193,205 'confirm':159,275,354 'connect':83 'context':287 'correct':101 'credenti':348 'custom':210 'debat':278 'deeper':32 'default':47 'defect':276 'depend':284 'determin':50 'diff':72,142,155,212,227,237,242 'diff-fil':141,236 'empti':244 'error':296 'everi':147 'exact':52 'export':318 'failur':335 'fals':358 'feedback':280 'file':73,143,196,207,238 'filter':360 'find':283,355 'finish':349 'first':55 'fix':163,366 'flow':48 'focus':71,211 'found':300 'g':309 'git':214,216,224,226 'glm':2,25,28,88,91,105,108,111,114,119,122,127,130,136,139,185,188,199,202,231,234,256,302,311,340,343 'glm-review':24,87,104,110,118,126,135,184,198,230,255,301,310,339 'handl':297 'hash':57 'head':228 'health':77,93,345 'input':102,179 'inspect':288 'instal':304,308 'issu':149,160 'keep':157 'key':315,321 'known':58 'load':330 'local':69 'look':84 'mix':67 'mode':60,63,66,116,124,132,190,204 'model':27,90,107,113,121,129,138,187,201,233,342 'normal':327 'notabl':357 'noth':250 'npm':307 'oracl':263 'paid':33 'pars':219 'pass':35 'path':269,331 'posit':359 'pr':64,65,125 'question':85 'ran':364 're':265,337 're-check':264 're-run':336 'ref':134,192,206 'referenc':267 'refresh':347 'relev':290 'report':148,271 'request':165 'rerun':173 'result':39 'return':350 'rev':218 'rev-pars':217 'review':26,34,53,89,97,106,112,120,128,137,178,186,200,232,252,257,260,303,312,341,351 'root':215,225 'rrr':1 'rule':254 'run':75,95,338 'say':247 'scope':54,169,352 'secret':329 'secret-load':328 'separ':274 'set':317 'shell':324 'show':221 'show-toplevel':220 'singl':181 'skill' 'skill-rrr' 'smallest':100 'source-dgk-dev' 'src/a.ts':208 'src/b.ts':209 'stage':61,62,117 'stop':245 'style':279 'subset':194 'surround':291 'topic-agent-skills' 'topic-cli' 'topic-codex' 'topic-developer-tools' 'topic-mcp' 'topic-openai-codex' 'toplevel':222 'trust':45 'unrel':68 'use':23,353 'valid':37,253 'verif':176,363 'verifi':146 'zai':313,319 '강한':11 '검증해':18 '검토하고':14 '결과를':16 '다시':17 '더':10 '리뷰':5 '모델로':12 '버전으로':9 '변경사항을':13 '상위':8 '유효한':19 '의':7 '이슈만':20 '정리한다':21 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