Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add summarybotng/summarybot-ng --skill pr-reviewgit clone --depth 1 https://github.com/summarybotng/summarybot-ngWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/summarybotng/summarybot-ng/pr-review)<a href="https://agentmods.dev/skills/summarybotng/summarybot-ng/pr-review"><img src="https://agentmods.dev/badge/skills/summarybotng/summarybot-ng/pr-review/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/summarybotng/summarybot-ng/pr-review"><img src="https://agentmods.dev/badge/skills/summarybotng/summarybot-ng/pr-review.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00017 | $0.00517 |
| Opus 5 | $0.00009 | $0.00259 |
| Sonnet 5 | $0.00003 | $0.00103 |
| Haiku 4.5 | $0.00002 | $0.00052 |
Grade A, and why
pr-review scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 5d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
PR Review Workflow
Review pull requests with correct AQE scope boundaries, clear communication, and actionable feedback.
Arguments
<pr-number>— GitHub PR number to review. If omitted, prompt the user.
Steps
1. Read the Full Diff
gh pr diff <pr-number>
gh pr view <pr-number>
Read the complete diff and PR description. Do not skim — read every changed file.
2. Scope Check
- Only analyze AQE/QE skills (NOT Claude Flow platform skills)
- Platform skills to EXCLUDE: v3-, flow-nexus-, agentdb-, reasoningbank-, swarm-, github-, hive-mind-advanced, hooks-automation, iterative-loop, stream-chain, skill-builder, sparc-methodology, pair-programming, release, debug-loop, aqe-v2-v3-migration
- If the PR touches skills, verify the count/scope matches expectations (~78 AQE skills)
- Flag any platform skill changes that may have leaked into an AQE-focused PR
3. Summarize Changes
Write a user-friendly summary of what changed and why:
- Focus on outcomes, not implementation details
- Avoid overly technical jargon
- Keep it to 3-5 bullet points
4. Trust Tier Validation
For any skill changes, validate trust_tier assignments:
- tier 3 = has eval infrastructure (evals/, schemas/, scripts/)
- tier 2 = tested but no eval framework
- tier 1 = untested
- Flag inconsistencies (e.g., a skill with evals at tier 2 should be tier 3)
5. Code Quality Review
Check for:
- Hardcoded version strings
- Production safety concerns (adapter changes, breaking changes)
- Missing test coverage for new code
- Security issues (exposed secrets, injection risks)
6. Post Review
gh pr review <pr-number> --body "review comments"
Communication Rules
- Keep tone constructive and actionable
- Be outcome-focused: what should the author do, not what's wrong
- Group related comments together instead of posting many small ones
- If approving with minor suggestions, use APPROVE with comments, not REQUEST_CHANGES
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 5d ago First seen · 62 lines · 17 tokens per session scan A e3d4b9588806
pr-review is a skill published in the GitHub repository summarybotng/summarybot-ng (2 stars, last pushed 3mo ago), licensed MIT. It adds 17 tokens to every session and 517 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
Other skills, from other repositories
review-implement-phase
Implements triaged review actions, commits focused fixes, and posts Done plus resolves threads. Use when the user wants only the implementation phase of the review-framework workflow.
github-pr-workflow
Prepare a GitHub pull request from a feature branch — branch hygiene, commit shape, title/body, verification notes, screenshots for UI work, and replies to review comments.
work-unit-commits
Plan commits as reviewable work units. Trigger: implementation, commit splitting, chained PRs, or keeping tests and docs with code.
review-delta
Review only changes since last commit using impact analysis. Token-efficient delta review with automatic blast-radius detection.
github-contributor
End-to-end playbook for shipping high-quality pull requests to open-source projects you don't maintain — discovery, CONTRIBUTING compliance, PR-size check, minimal-diff implementation, PR description with AI-assisted disclosure, conflict resolution, and post-submission maintainer interaction. Use whenever creating…
pr-pending-feedback
Evaluate pending (unsubmitted) review comments on the current branch's PR and, after user confirmation, address each in a separate sub-agent and separate commit.