Skip to content
Agentmart
Submit a tool

atomic-review

Compressed code review comments.

Skill by Shamanbenny

IndexedMIT
Write a review

Chalk Labs

Need help deploying atomic-review?

Chalk Labs sets up agents like this inside real teams: connected to your tools, tested on your data, with a human in the loop where it matters.

Book a call

Install

Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/shamanbenny-atomic-review

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

Get the weekly diff

The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.

We use your email only for this newsletter. Privacy

About

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", or invokes $atomic-review. Auto-triggers when reviewing pull requests.

No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools
No tools found
Secrets
None asked for
Install scripts
None found

Network hosts it talks to 1

  • codeload.github.com Β· found in install command

Files it touches

  • ~/.claude/skills/atomic-review

What's inside

Skill name
atomic-review
Description
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", or invokes $atomic-review. Auto-triggers when reviewing pull requests.
License
MIT
Instructions
109 lines in SKILL.md Β· view on GitHub

Files (1)

  • SKILL.md

SKILL.md (first lines)

> Adapted from [Atomic Claude](https://github.com/damusix/atomic-claude) at `b4ca195cae6022464b0cc5c07273b3fa9602da17`. Invoke in Codex CLI as `$atomic-review`. Commands beginning with `atomic` require the Atomic CLI; Atomic Claude slash commands and hooks are specific to Claude Code.



<trigger>

- "review this PR", "code review", "review the diff", "check this PR"
- "review this change", "review my changes"
- Reviewing pull requests or diffs

</trigger>

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

## Pre-flight: blast radius (when a code-intel index is present)

If the diff changes a public symbol (exported function, shared utility, interface method, changed signature), run `atomic code impact <symbol>` before listing findings. Callers that assume the old behavior become `🟑 risk` findings. One targeted query per changed public symbol β€” no full-graph dump. Skip silently when no index is present.

<output_format>

## Format

`path:line: <emoji> <severity>: <problem>. <fix>.`

Single-file reviews may use `L<line>: ...` instead of `path:L<line>: ...`.

## Severity

| Emoji | Severity | Use for |
|-------|----------|---------|
| πŸ”΄ | bug | Wrong output, crash, security hole, data loss |
| 🟑 | risk | Edge case, race, leak, perf cliff, missing guard |
| πŸ”΅ | nit | Style, naming, micro-perf β€” emit only if user asked thorough |
| ❓ | question | Need author intent before judging |

End the review with a totals line: `totals: 1πŸ”΄ 1🟑 1❓`. Zero findings β†’ `No issues.` File order, ascending line numbers within file.

## Over-engineering

Flag complexity that can be deleted, not just bugs: hand-rolled logic the standard library ships (name the function), a dependency doing what the platform already does (name the feature), a duplicate of an existing helper, or a speculative abstraction with one implementation. 🟑 risk, never πŸ”΅ β€” code is read far more often than it is written, and every line that could have been absent is a line every reader pays for. Always name the concrete replacement, never "consider simplifying".

- `src/util.ts:12-38: 🟑 risk: hand-rolled email validator. Real validation is the confirmation mail; 26 lines go.`
- `src/date.ts:4: 🟑 risk: moment.js for one format call. Intl.DateTimeFormat, 0 deps.`
- `src/repo.ts:88: 🟑 risk: AbstractRepository with one impl. Inline until a second exists.`

## Comment noise

Prefer no comments, so a new one has to earn its line. Ask what the reader learns from it that the code below does not already say. If the answer is nothing, it is describing what already exists β€” 🟑 risk, delete it. Never πŸ”΅: a nit is optional, and a comment the next hundred readers have to skip past is not. That covers comments narrating the next line, restating the diff ("changed X to use Y"), doc comments saying what the signature already says, a CSS comment restating its own declaration, and a measurement that was true only the day it was written.

Two things earn a comment: tribal knowledge (an external-system quirk, an ordering or units requirement, a constraint from outside the file, a landmine someone already stepped on) and why a thing exists at all β€” the decision, not the mechanics. Everything else goes.

Flag a comment that contradicts or misdescribes the code as πŸ”΄ bug β€” future readers trust the wrong one. A reviewer-addressed comment shipped into source ("fixed per review", "as requested") is 🟑 risk.

What the rest of the file does is not a defense. A chatty file does not license another comment. Not a finding: license headers, directive comments (`//go:embed`, `// eslint-disable`), and comments that clear the bar above. Judgment call, not a regex lint.

When `atomic` is on PATH, run `atomic code comments --diff <range>` on the diff under review and walk its list instead of reading the diff for comments by eye.

- `src/queue.ts:14: 🟑 risk: comment says "increment counter" above the increment. Delete, the line reads itself.`
- `src/retry.ts:30: πŸ”΄ bug: comment says "retries 3 times" but code retries 5. Fix the comment or the constant.`
- `src/user.ts:52: 🟑 risk: "// fixed per review comment" left in source. Reviewer talk, not code β€” delete.`

## Drop

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

## Keep

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

## Examples

Bad: "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."

Good: `src/auth.ts:42: πŸ”΄ bug: user can be null after .find(). Add guard before .email.`

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

Good: `src/handler.ts:88-140: 🟑 risk: 50-line fn does 4 things. Extract validate/normalize/persist.`

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

Good: `src/client.ts:23: 🟑 risk: no retry on 429. Wrap in withBackoff(3).`

## Auto-Clarity

Drop terse mode for:

- Security findings β€” CVE-class bugs need full explanation plus references. Write the prose first, then resume terse for the rest of the review.
- Architectural disagreements β€” need rationale, not a one-liner.
- Onboarding contexts where the author is new and needs the "why".

</output_format>

<constraints>

## Boundaries

Reviews only. Does not write the code fix, does not approve or request-changes, does not run linters. Output the comments ready to paste into the PR.

</constraints>

From Shamanbenny/agent-tools, MIT.

More from Shamanbenny/agent-tools

Signals

Stars
0
Forks
0
Open issues
0
Last commit (this folder)
Oct 22, 2026 (8 days ago)

From GitHub (fetched Oct 24, 2026).

Details

License
MIT
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

More from Shamanbenny

Done for you

Rather not set it up yourself?

Chalk Labs scopes, builds and runs agents for your team: the task audit, the eval harness, the integrations and the weekly ops report. Fixed scope, priced before we start.

See how we build AI agents β†’Read the case studies

Chalk Labs is a two-founder AI and growth studio. We build AI agents, CRMs and MVPs for Web3 and AI companies, and have shipped 50+ product and token launches.

launches shipped
50+
launches shipped
media placements
500+
media placements
founders on every account
2
founders on every account

Press we've placed: Forbes Β· CoinDesk Β· Decrypt Β· Cointelegraph Β· The Block

Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.

Get atomic-review running in your business

Tell us what you want to automate. A founder replies within one working day with a plan, not a pitch deck.

Goes to the Chalk Labs founders, not the newsletter. Privacy

Need help deploying atomic-review?

CallGet help
Cite this page

atomic-review skill. Agent Mart. https://agentmart.dev/skills/shamanbenny-atomic-review (last updated 2026-10-24)