Now liveThe Skillselion MCP - thousands of ranked skills, loaded into your agent mid-task. No install.Get it →
juliusbrussee avatar

Caveman Review

  • 267k installs
  • 93.6k repo stars
  • Updated July 26, 2026
  • juliusbrussee/caveman

caveman-review is a skill command that generates one-line PR comments with line-number references and bug classification.

About

Generate one-line PR review comments with inline bug references. Delivers tight feedback like 'L42: bug: user null. Add guard.' with 65% output compression.

  • PR review comments
  • token compression
  • one-line feedback

Caveman Review by the numbers

  • 267,292 all-time installs (skills.sh)
  • +18,351 installs in the week ending Jul 28, 2026 (Skillselion tracking)
  • Ranked #2 of 1,382 Code Review & Quality skills by installs in the Skillselion catalog
  • Security screen: MEDIUM risk (skills.sh audit)
  • Data as of Jul 28, 2026 (Skillselion catalog sync)
At a glance

caveman-review capabilities & compatibility

Capabilities
review generation · bug flagging · feedback optimization
Use cases
code review
Runs
Runs locally
Pricing
Free
npx skills add https://github.com/juliusbrussee/caveman --skill caveman-review

Add your badge

Show developers this skill is listed on Skillselion. Paste this into your README.

Listed on Skillselion
Installs267k
repo stars93.6k
Security audit2 / 3 scanners passed
Last updatedJuly 26, 2026
Repositoryjuliusbrussee/caveman

What it does

Developers use caveman-review to leave concise, actionable PR comments that preserve technical detail in minimal tokens.

Who is it for?

Writing concise PR review comments, identifying bugs, providing actionable feedback

Skip if: Architecture RFCs, teaching-oriented reviews with long explanations, or security audits requiring detailed exploit narratives.

When should I use this skill?

A developer needs to comment on a pull request with brief, clear feedback

What you get

One-line review comments with file/line anchors, severity tags, and concrete fix instructions per finding.

  • line-anchored review comments
  • severity-tagged findings

By the numbers

  • One line per review finding with location, problem, and fix

Files

SKILL.mdMarkdownGitHub ↗

Write code review comments terse and actionable. One line per finding. Location, problem, fix. No throat-clearing.

Rules

Format: L<line>: <problem>. <fix>. — or <file>:L<line>: ... when reviewing multi-file diffs.

Severity prefix (optional, when mixed):

  • 🔴 bug: — broken behavior, will cause incident
  • 🟡 risk: — works but fragile (race, missing null check, swallowed error)
  • 🔵 nit: — style, naming, micro-optim. Author can ignore
  • ❓ q: — genuine question, not a suggestion

Drop:

  • "I noticed that...", "It seems like...", "You might want to consider..."
  • "This is just a suggestion but..." — use nit: instead
  • "Great work!", "Looks good overall but..." — say it once at the top, not per comment
  • Restating what the line does — the reviewer can read the diff
  • Hedging ("perhaps", "maybe", "I think") — if unsure use q:

Keep:

  • Exact line numbers
  • Exact symbol/function/variable names in backticks
  • Concrete fix, not "consider refactoring this"
  • The why if the fix isn't obvious from the problem statement

Examples

❌ "I noticed that on line 42 you're not checking if the user object is null before accessing the email property. This could potentially cause a crash if the user is not found in the database. You might want to add a null check here."

L42: 🔴 bug: user can be null after .find(). Add guard before .email.

❌ "It looks like this function is doing a lot of things and might benefit from being broken up into smaller functions for readability."

L88-140: 🔵 nit: 50-line fn does 4 things. Extract validate/normalize/persist.

❌ "Have you considered what happens if the API returns a 429? I think we should probably handle that case."

L23: 🟡 risk: no retry on 429. Wrap in withBackoff(3).

Auto-Clarity

Drop terse mode for: security findings (CVE-class bugs need full explanation + reference), architectural disagreements (need rationale, not just a one-liner), and onboarding contexts where the author is new and needs the "why". In those cases write a normal paragraph, then resume terse for the rest.

Boundaries

Reviews only — does not write the code fix, does not approve/request-changes, does not run linters. Output the comment(s) ready to paste into the PR. "stop caveman-review" or "normal mode": revert to verbose review style.

Related skills

FAQ

What format does caveman-review use per comment?

caveman-review outputs one line per finding as `L<line>: <problem>. <fix>.` Multi-file diffs prefix the file path. Optional emoji severity tags mark bugs, risks, or nits.

When should caveman-review auto-trigger?

caveman-review fires when a user says review this PR, code review, review the diff, uses /review or /caveman-review, or when an agent enters pull-request review on a staged diff.

Is Caveman Review safe to install?

skills.sh reports 2 of 3 security scanners passed. Review the Security Audits panel on this page before installing in production.

This week in AI coding

Five minutes, every Monday - the tools, releases and tactics for developers.

unsubscribe anytime.