caveman-review
Skill219 starsChanged 24 days agoApache-2.0View on GitHub
Ultra-compressed code review comments. Cuts noise from PR feedback while preserving the actionable signal. Each comment is one line: location, problem, fix. Use when user says "review this PR", "code review", "review the diff", "/review", or invokes /caveman-review. Auto-triggers when reviewing pull requests.
We split this skill into the rules it gives an agent
1 rule. 1 is common, 0 are distinctive, and 0 are very specific to this project.
1
Common
Most of the 15 edited versions we read keep these.
0
Distinctive
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Common: line 10
Write code review comments terse and actionable.
“Common” is measured: kept by at least 6 in 10 of the 15 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
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.
Trending
Cooling: 1 new project took it in the last 4 weeks, 0.3× the 4 weeks before.thin data
Other versions54 projects use a version of this.
Word for word · 36
- jeffvli/feishin★ 10k100% same
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- kubestellar/console★ 144100% same
- Namma-Flutter/namma_wallet★ 59100% same
- rawsun007/claude-notch★ 59100% same
- nitingupta220/riperflow★ 19100% same
- chinkan/RustFox★ 9100% same
- CashewTeam/Con11-AI-Skills★ 8100% same
- Youngmaidainon/Agent-Level-Up★ 3100% same
- abhinavteja123/codemore★ 2100% same
26 more not listed
Edited · 17
- JuliusBrussee/caveman★ 115k93% same
- goern/forgejo-mcp★ 14693% same
- weselben/RooForge★ 496% same
- chadixearth/graphyloop★ 3100% same
- Hayatelin/caveman-zh-CN★ 249% same
- hongphuc5497/skills★ 293% same
- miguelmartens/opencode-caveman★ 293% same
- nomdedev/agent-manager-template★ 293% same
- skytiger6724/qwen-skills★ 2100% same
- agrivisionai/claude-skills★ 199% same
7 more not listed
Wrote their own version · 1
- Gopyr/gopyr-skills-hub★ 0same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
Used alongsideProjects with it also use caveman-discover, caveman-evidence-review and 8 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
JuliusBrusseeSkillcaveman-discover
Find and label every LLM workflow in the repository so Caveman Cloud groups spend by workflow instead of one bucket. Use for "discover workflows" or breaking LLM spend down by workflow.
Also in 4 projects that use this
JuliusBrusseeSkillcaveman-evidence-review
Read-only review of Caveman Cloud evidence: cost, Cave Score, workflows, traces, latency, errors, routing, savings. Use when asked what Caveman found or where LLM spend goes.
Also in 4 projects that use this
- +8 more from JuliusBrussee
In this repository12 other files it gives its agents.
- AGENTS.mdAGENTS.md
- add-availability-badgeSkill
- cavecrewSkill
- caveman-commitSkill
- caveman-compressSkill
- caveman-helpSkill
- cavemanSkill
- caveman-statsSkill
- converting-notion-to-docusaurus-blogSkill
- create-docs-skeletonSkill
- docs-issue-triageSkill
- product-term-renameSkill
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
Reviews can't be read right now.
Your trail
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