Dgk-gpt rrr

GLM-5 코드 리뷰. /rr의 상위 버전으로 더 강한 모델로 변경사항을 검토하고, Codex가 결과를 다시 검증해 유효한 이슈만 정리한다.

install

source · Clone the upstream repo

git clone https://github.com/dgk-dev/dgk-gpt

Claude Code · Install into ~/.claude/skills/

T=$(mktemp -d) && git clone --depth=1 https://github.com/dgk-dev/dgk-gpt "$T" && mkdir -p ~/.claude/skills && cp -r "$T/skills/rrr" ~/.claude/skills/dgk-dev-dgk-gpt-rrr && rm -rf "$T"

manifest: skills/rrr/SKILL.md

source content

/rrr

Use

glm-review --model glm-5

as the deeper paid review pass, then validate the results against the code before you trust them.

Default Flow

Determine the exact review scope first.

commit hash known -> commit mode
```
staged
```
-> staged mode
```
pr
```
-> PR mode
mixed unrelated local changes -> focused diff file

Run a health check only when auth or connectivity looks questionable:

glm-review --model glm-5 --health

Run the review with the smallest correct input:

glm-review --model glm-5
glm-review --model glm-5 --mode staged
glm-review --model glm-5 --mode pr
glm-review --model glm-5 --mode commit --ref <COMMIT_HASH>
glm-review --model glm-5 --diff-file /tmp/glm-review-diff.patch

Verify every reported issue in the actual code and diff.
Keep only confirmed issues.
If fixes are requested or clearly in scope, apply them and rerun the closest verification.

Choosing Review Input

committed single change:

glm-review --model glm-5 --mode commit --ref <COMMIT_HASH>

committed subset of files:

glm-review --model glm-5 --mode commit --ref <COMMIT_HASH> --files src/a.ts src/b.ts

custom focused diff:

GIT_ROOT=$(git rev-parse --show-toplevel)
cd "$GIT_ROOT" && git diff HEAD -- <file1> <file2> ... > /tmp/glm-review-diff.patch
glm-review --model glm-5 --diff-file /tmp/glm-review-diff.patch

If the diff is empty, stop and say there is nothing to review.

Validation Rules

```
glm-review
```
is a reviewer, not an oracle.
Re-check referenced code paths before reporting a bug.
Separate confirmed defects from debatable style feedback.
If a finding depends on broader context, inspect the relevant surrounding code before accepting it.

Error Handling

command not found: glm-review

Install it with

npm install -g glm-review

```
ZAI_API_KEY not set
```
Export
```
ZAI_API_KEY
```
in the shell or your normal secret-loading path
auth or API failure Re-run
```
glm-review --model glm-5 --health
```
after refreshing credentials

Finish

Return:

review scope used
confirmed findings only
notable false positives filtered out
what verification ran after fixes, if any