/install caveman-review
Write code review comments terse and actionable. One line per finding. Location, problem, fix. No throat-clearing.
Rules
Format: L\x3Cline>: \x3Cproblem>. \x3Cfix>. — or \x3Cfile>:L\x3Cline>: ... 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.
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install caveman-review - After installation, invoke the skill by name or use
/caveman-review - Provide required inputs per the skill's parameter spec and get structured output
What is Caveman Review?
Ultra-compressed code review comments. Cuts noise from PR feedback while preserving the actionable signal. Each comment is one line: location, problem, fix.... It is an AI Agent Skill for Claude Code / OpenClaw, with 17 downloads so far.
How do I install Caveman Review?
Run "/install caveman-review" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Caveman Review free?
Yes, Caveman Review is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Caveman Review support?
Caveman Review is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Caveman Review?
It is built and maintained by Sean Ford (@seanford); the current version is v1.0.0.