atlas-review
Skill0 starsChanged 11 days agoMITView on GitHub
What is wrong with a diff, branch, file or pull request, one problem per line: where, what breaks on what input, the fix. Nothing about what is fine. Checklist chosen by the languages in the diff; angle by the request: "security", "tests", "types", "comments", "before merge", "second opinion", or a PR number; "full review", "fan out the review", "use a workflow" runs three angles in parallel and a refuter per finding. Use for "atlas review", "review my diff", "check this code", "safe to commit?" — in any language.
1 other project uses a version of this.
Adopted by
Most recently taken up by
- AvinashP/AgentsAtlastheir own version, first seen Mar 2, 2026
Other versions1 project uses a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 1
- AvinashP/AgentsAtlas★ 7same 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.
In this repository10 other files it gives its agents.
- atlas-artifactSkill
- atlas-commitSkill
- atlas-fixSkill
- atlas-helpSkill
- atlas-memorySkill
- atlas-organizeSkill
- atlas-recapSkill
- atlas-searchSkill
- atlas-silentSkill
- atlasSkill
The file
We split this skill into the rules it gives an agent
1 rule. About 0 are common, 0 are distinctive, and 1 is very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈0
Distinctive · estimate
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 49
No angle named: language files plus errors.md when the diff touches a catch, except, rescue, Result, Optional or an error return.
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Findings only. The reader can see their own diff; what they cannot see is what is wrong with it.
The line
<file>:<line> <tier> <what breaks, and on what input>. <the fix>.
Tiers, in this order: breaks (wrong result or crash on an input that will occur), fragile
(right on the inputs seen, wrong on a plausible one), unclear (right, but the next reader
will misread it), ask (cannot be judged without something only the author knows). A problem
in code the diff did not touch: one line at the end marked outside, no fix. Nothing wrong:
nothing found, and stop.
What to read before reviewing
Everything below lives in the review/ folder beside this file. Read only what the diff and
the request call for; each file is short and says what it is for in its first line.
review/method.md, always: how to gather the diff, the proof abreaksline needs, the false positives that are never findings.- One file per language in the diff, chosen by file extension:
typescript.md(.ts .tsx .js .jsx .mjs),python.md,go.md,rust.md,java-kotlin.md(.java .kt .kts),swift.md,csharp.md,fsharp.md(.fs .fsx),cpp.md(.c .cc .cpp .h .hpp),php.md,dart.md,perl.md(.pl .pm .t),arkts.md(.ets, on top oftypescript.md). Frameworks by import, on top of the language:react.md(react, next),vue.md(vue, nuxt),database.md(any SQL string, ORM call, migration file),ml.md(torch, tensorflow, sklearn, xgboost, transformers, or code that splits data, trains, scores or serves a model). No file for the language: review withmethod.mdalone and say so in one line at the end. - Angles, by the words of the request, in any language:
"security", "auth", "secrets", "injection" →
security.md"tests", "coverage" →tests.md"types", "invariants" →types.md"comments", "docs", "docstrings" →comments.md"errors", "failures", "silent" →errors.md"my setup", ".claude", "hooks", "MCP config", "is my configuration safe", or a diff touching those files →agent-config.md"before merge", "pre-merge", "ready to merge", "PR" →errors.md,tests.md,types.mda number, agithub.com/.../pull/URL, "the PR" →pr.mdfirst, it changes what the diff is No angle named: language files pluserrors.mdwhen the diff touches acatch,except,rescue,Result,Optionalor an error return. That lens is cheap and it is where reviewers miss most.
Second opinion
"second opinion", "two reviewers", "double check", "adversarial": run the review twice with no
shared context. Once here. Once by the atlas-diff subagent, told only the diff target, the
angle and the absolute paths of the files above, nothing of what was found here. Then print
one list: lines both found first, then lines only one found, each of those marked (one of
two). A line one reviewer found and the other read and rejected is dropped and counted:
N dropped on second look. Two passes cost twice; they are for a merge, not for a typo.
Full review — a workflow
"full review", "fan out the review", "use a workflow", "refute everything", "the three
angles": the person is asking for the multi-agent form, and that request is the opt-in the
Workflow tool requires; nothing here starts it on its own. Then, after gathering the target
as in method.md:
- Say the cost in one line: 3 reviewers plus one refuter per candidate line, each a fresh
context; the run can be stopped from
/workflows. - One call, with the plugin prefix (the name before the colon in the command used, e.g.
atlasfrom/atlas-mem:atlas-review) so the script reachesatlas-diff:
Workflow({ scriptPath: "${CLAUDE_PLUGIN_ROOT}/skills/atlas-review/workflows/review-full.mjs",
args: { target, prefix, angles } })args.angles only when the person named an angle the three (correctness, security,
errors+tests) do not cover. It returns lines in the line format above, with
N dropped on second look when the refuters removed candidates; print them unchanged.
Without the Workflow tool: say so in one line and run "second opinion" instead.
Where the work goes
A diff under 120 lines: review here. Larger, or a branch, or a PR: delegate to atlas-diff
with the paths of the files it must read and the exact target (git diff, git diff main...,
a file, gh pr diff N), so the diff never enters this conversation. The subagent returns
findings in the line format above; print them unchanged.
On a build without subagents: review here whatever the size, and a second opinion is not available; say so in one line in place of running it.
Form
The active compression level governs the prose. It never overrides the line format: the shape
stays, the words inside it shorten. A review that adds angles is not permission to write long —
what it adds is findings, the prose around them is not. No summary of the change, no verdict
paragraph, no list of what was checked. In PR mode the decision word comes from pr.md and is
one line.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

