Skip to main content
coderabbit-observability Monitor CodeRabbit review effectiveness with metrics, dashboards, and alerts.
Use when tracking review coverage, measuring comment acceptance rates,
or building dashboards for CodeRabbit adoption across your organization.
Trigger with phrases like "coderabbit monitoring", "coderabbit metrics",
"coderabbit observability", "monitor coderabbit", "coderabbit alerts", "coderabbit dashboard".
跳到安装 Skills Marketplace 发现并探索由社区构建的 Agent Skills
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
直接命令不会经过审查 Prompt；运行前请先检查来源。
npx skills add https://github.com/jeremylongshore/claude-code-plugins-plus-skills --skill coderabbit-observability命令会保持在同一行。复制前请横向滚动并检查完整内容。
想先保存到本地？可下载 SkillsMP 当前能够提供的文件。
下载 Zip 下载中... jeremylongshore
jeremylongshore/claude-code-plugins-plus-skills
打开 GitHub 仓库 同仓库更多 Skills Implement user sign-up and sign-in flows with Clerk.
Use when building authentication UI, customizing sign-in experience,
or implementing OAuth social login.
Trigger with phrases like "clerk sign-in", "clerk sign-up",
"clerk login flow", "clerk OAuth", "clerk social login".
Implement session management and middleware with Clerk.
Use when managing user sessions, configuring route protection,
or implementing token refresh and custom JWT templates.
Trigger with phrases like "clerk session", "clerk middleware",
"clerk route protection", "clerk token", "clerk JWT".
Configure enterprise SSO, role-based access control, and organization management.
Use when implementing SSO integration, configuring role-based permissions,
or setting up organization-level controls.
Trigger with phrases like "clerk SSO", "clerk RBAC",
"clerk enterprise", "clerk roles", "clerk permissions", "clerk organizations".
name coderabbit-observability description Monitor CodeRabbit review effectiveness with metrics, dashboards, and alerts.
Use when tracking review coverage, measuring comment acceptance rates,
or building dashboards for CodeRabbit adoption across your organization.
Trigger with phrases like "coderabbit monitoring", "coderabbit metrics",
"coderabbit observability", "monitor coderabbit", "coderabbit alerts", "coderabbit dashboard".
allowed-tools Read, Write, Edit, Bash(gh:*), Bash(node:*) version 1.11.0 license MIT author Jeremy Longshore <jeremy@intentsolutions.io> tags ["saas","coderabbit","monitoring","observability","metrics"] compatibility Designed for Claude Code, also compatible with Codex and OpenClaw
CodeRabbit Observability
Overview
Monitor CodeRabbit AI code review effectiveness, review latency, and team adoption. Key metrics include time-to-first-review (how fast CodeRabbit posts after PR creation), comment acceptance rate (comments resolved vs dismissed), review coverage (percentage of PRs reviewed), and per-repository review volume.
Prerequisites
CodeRabbit installed on GitHub/GitLab organization
GitHub CLI (gh) authenticated with org access
Access to CodeRabbit dashboard at app.coderabbit.ai
Key Metrics
Metric Target Why It Matters Review coverage > 90% PRs without review = blind spots Time-to-review < 5 min Fast feedback keeps developers in flow Comment acceptance > 40% Low acceptance = noisy reviews Comments per PR 3-8 Too many = fatigue, too few = not useful Review state: APPROVED > 60% High approval = clean code culture
Instructions
Step 1: Measure Review Coverage
#!/bin/bash
set -euo pipefail
ORG="${1:?Usage: $0 <org> <repo> [days]} "
REPO="${2:?Usage: $0 <org> <repo> [days]} "
DAYS="${3:-30} "
echo "=== CodeRabbit Review Coverage ==="
echo "Repository: $ORG /$REPO "
echo "Period: Last $DAYS days"
echo ""
TOTAL=0
REVIEWED=0
APPROVED=0
CHANGES_REQUESTED=0
SINCE=$(date -d "$DAYS days ago" +%Y-%m-%dT%H:%M:%SZ 2>/dev/null || date
${DAYS}
for
in
"repos/$ORG /$REPO /pulls?state=all&per_page=50&sort=created&direction=desc"
".[] | select(.created_at > \"$SINCE \") | .number"
do
1
"repos/$ORG /$REPO /pulls/$PR_NUM /reviews"
'[.[] | select(.user.login=="coderabbitai[bot]")] | last | .state // "none"'
echo
"none"
if
"$CR_STATE "
"none"
"$CR_STATE "
"null"
then
1
"$CR_STATE "
"APPROVED"
1
"$CR_STATE "
"CHANGES_REQUESTED"
1
fi
done
if
"$TOTAL "
then
echo
"Total PRs: $TOTAL "
echo
"Reviewed by CodeRabbit: $REVIEWED ($(( REVIEWED * 100 / TOTAL ) )%)"
echo
" Approved: $APPROVED "
echo
" Changes Requested: $CHANGES_REQUESTED "
else
echo
"No PRs found in the last $DAYS days"
fi
Step 2: Track Comment Volume and Acceptance set -euo pipefail
ORG="${1:-your-org} "
REPO="${2:-your-repo} "
echo "=== CodeRabbit Comment Analysis ==="
echo ""
TOTAL_COMMENTS=0
PR_COUNT=0
for PR_NUM in $(gh api "repos/$ORG /$REPO /pulls?state=closed&per_page=20" --jq '.[].number' ); do
COMMENTS=$(gh api "repos/$ORG /$REPO /pulls/$PR_NUM /comments" \
--jq '[.[] | select(.user.login=="coderabbitai[bot]")] | length' 2>/dev/null || echo "0" )
if [ "$COMMENTS " -gt 0 ]; then
TOTAL_COMMENTS=$((TOTAL_COMMENTS + COMMENTS))
PR_COUNT=$((PR_COUNT + 1 ))
echo "PR #$PR_NUM : $COMMENTS comments"
fi
done
if [ "$PR_COUNT " -gt 0 ]; then
echo ""
echo "Average comments per PR: $(( TOTAL_COMMENTS / PR_COUNT ) )"
echo ""
echo "Healthy ranges:"
echo " 1-3 comments/PR → Profile may be too chill"
echo " 3-8 comments/PR → Good signal-to-noise ratio"
echo " 10+ comments/PR → Consider switching to chill profile"
fi
Step 3: Build a GitHub Actions Dashboard
name: CodeRabbit Weekly Metrics
on:
schedule:
- cron: '0 9 * * 1'
workflow_dispatch:
jobs:
metrics:
runs-on: ubuntu-latest
steps:
- uses: actions/github-script@v7
with:
script: |
const { data: pulls } = await github.rest.pulls.list({
owner: context.repo.owner,
repo: context.repo.repo,
state: 'closed',
per_page: 50,
sort: 'updated',
direction: 'desc',
});
let reviewed = 0 ;
let approved = 0 ;
let changesRequested = 0 ;
let totalComments = 0 ;
for (const pr of pulls) {
const { data: reviews } = await github.rest.pulls.listReviews( {
owner: context.repo.owner ,
repo: context.repo.repo ,
pull_number: pr.number ,
});
const crReview = reviews.find(r => r.user.login === 'coderabbitai[bot]' );
if (crReview) {
reviewed++;
if (crReview.state === 'APPROVED' ) approved++;
if (crReview.state === 'CHANGES_REQUESTED' ) changesRequested++;
}
const { data: comments } = await github.rest.pulls.listReviewComments( {
owner: context.repo.owner ,
repo: context.repo.repo ,
pull_number: pr.number ,
});
totalComments += comments.filter(c => c.user.login === 'coderabbitai[bot]' ).length;
}
const summary = [
`## CodeRabbit Weekly Metrics` ,
`- **Coverage**: $ {reviewed }/$ {pulls.length } PRs reviewed ($ {Math.round(reviewed/pulls.length*100) }%)` ,
`- **Approved**: $ {approved }` ,
`- **Changes Requested**: $ {changesRequested }` ,
`- **Avg Comments/PR**: $ {reviewed > 0 ? Math.round(totalComments/reviewed) : 0 }` ,
].join('\n');
core.summary.addRaw(summary).write();
core.info(summary);
Step 4: Set Up Alerts for Review Gaps
name: CodeRabbit Review Alert
on:
pull_request:
types: [opened ]
jobs:
check-review-expected:
runs-on: ubuntu-latest
steps:
- name: Wait for CodeRabbit review
uses: actions/github-script@v7
with:
script: |
// Wait 10 minutes, then check if CodeRabbit reviewed
await new Promise(r => setTimeout(r, 600000));
const { data: reviews } = await github.rest.pulls.listReviews({
owner: context.repo.owner,
repo: context.repo.repo,
pull_number: context.issue.number,
});
const crReview = reviews.find(r => r.user.login === 'coderabbitai[bot]' );
if (!crReview) {
core.warning(
'CodeRabbit has not reviewed this PR after 10 minutes. ' +
'Check: App installation, .coderabbit.yaml, base_branches config.'
);
}
Step 5: CodeRabbit Dashboard Summary # Build a summary dashboard with these data points:
## Weekly Dashboard Template
| Metric | This Week | Last Week | Trend |
|--------|-----------|-----------|-------|
| PRs opened | | | |
| PRs reviewed by CR | | | |
| Coverage % | | | |
| Avg comments/PR | | | |
| Approval rate | | | |
| Time to first review | | | |
## Action Items:
- Coverage < 90%: Check App installation, base_branches config
- Avg comments > 10: Switch to "chill" profile
- Avg comments < 2: Switch to "assertive" profile
- Approval rate < 50%: Review path_ instructions for relevance
Output
Review coverage metrics calculated per repository
Comment volume and acceptance rate tracked
Weekly metrics GitHub Action workflow
Alert workflow for missing reviews
Dashboard template for team reporting
Error Handling Issue Cause Solution Coverage below 90% Some PRs not reviewed Check base_branches and ignore_title_keywords Low acceptance rate Too many false positives Tune path_instructions and switch to chill No metrics data No closed PRs in period Extend the time window API rate limited Too many gh api calls Add pagination and caching
Resources
Next Steps For incident response, see coderabbit-incident-runbook.
