Nucleus

Terramind / Atlas

The
[A
I]
review that's
local

Most bots scan the diff and guess. Nucleus reads the whole repo, streams a walkthrough, a sequence diagram, a per-file rating table, and a merge call. Click Implement — every suggestion lands as a patch.

Whole-repo context Walkthrough · diagram · table · verdict One-click implement

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AI ships code 10× faster. Nucleus reviews every commit before it ships.

Throughput went up by an order of magnitude. The PR queue did not. Watch the four-step loop run from raw commit to merge verdict — read, reason, suggest, revalidate.

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Reason

Suggest

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Before Nucleus — merge rate up 10×, review attention unchanged

Auto Review

Already reviewed. Before you asked.

Every commit kicks off a full review inside the editor. The bug, the timing leak, the missing test — flagged before you push. Other tools wait for a PR. Nucleus catches it the moment the change lands locally.

Runs the moment you commit — no "kick off review" step

Reads the surrounding code, traces every reference

Findings land in the gutter, not a Slack message tomorrow

Click Implement; the patch writes itself

Same auto-review runs on every PR your team opens

feature/auth-middleware — last commit 2s ago

Auto-reviewed

feature/auth-middleware3 files changed+127 / −18

src/middleware/auth.ts

+84−2

22 const decoded = verify(token, SECRET);

23− if (now <= decoded.exp) {

23+ if (now < decoded.exp) {

24+ req.user = decoded.sub;

src/routes/login.ts

+31−16

46 const user = await users.findByEmail(email);

47− if (password === user.password) {

47+ if (timingSafeEqual(password, user.password)) {

src/lib/jwt.ts

+12−0

3 findings · caught on commit · not shipped yet

Off-by-one at expiry boundaryauth.ts:24

Timing-unsafe password comparelogin.ts:47

Dev-default JWT secret leaks to prodconfig/auth.ts:12

Other tools catch this after the PR. Nucleus caught it in the editor.

Diagrams, not just prose

The walkthrough draws itself as it streams.

Every review ships a Mermaid sequence diagram alongside the prose. One glance shows the call path — no tracing files by hand to figure out what the PR actually does.

One button. Every suggestion.

The review writes the diff when you click Implement.

Most tools tell you what's wrong and leave the typing to you. Nucleus turns every suggestion into a patch — files edited, tests re-run, ready to commit.

03 · ISSUES TABLE · 5 findings

🐛

Null-check before unwraphandlers/users.ts:42

SUGGESTED

🔒

Parameterise SQL querydb/queries.ts:18

SUGGESTED

⚡

Cache the auth lookupauth/middleware.ts:67

SUGGESTED

🧹

Remove dead importlib/format.ts:1

SUGGESTED

🧪

Add boundary testtests/users.test.ts

SUGGESTED

Run

Suggestions5

Applied0

Files touched—

Tests re-run—

Statusawaiting click

The merge call

Not "looks fine." A verdict, with reasons.

Every review ends with a single decision and the criteria that backed it. No fence-sitting. No 80-comment ambiguity.

✗ BLOCK

Tests pass14 / 14

Type-checks cleantsc · 0 errors

No security regressionsscan · 0 new findings

Design intent matchesmatches PRD-218

No dead branches introducedcoverage steady

Same review, three surfaces

Three surfaces. One review.

Same agent. Same five sections. Read it wherever your hands already are — the editor, the PR, or the terminal you ship from.

01Nucleus IDE · auto review

Inline, and on its own.

Open the repo. The agent watches your working tree, drafts a full review into the side panel, and re-runs as you type. Click a line, the file jumps to it. Click Implement, the patch lands.

nucleus — auth-refresh — review

Explorer
src
middleware
auth.ts
routes
jwt.ts
tests

auth.ts
21export function isExpired(token: JWT) {
22  const now = Date.now();
23  const exp = token.exp * 1000;
24  return now > exp;
25}
26

Atlas · auto review · 12s

Discovered

3 bugs1 security4 wins

Walkthrough

Tokens now refresh on each request. Expiry math drifts by one second under load.

Suggestions

›

auth.ts:24

Off-by-one in expiry check

›

jwt.ts:11

Cache signer for repeat calls

02GitHub · on every PR

A comment on every PR.

Install the app once. Every PR your team opens gets the same walkthrough, sequence diagram, file-by-file rating table, and merge call — posted as a comment within about two minutes of opening.

Refresh JWT on every request#4821

Open

N

nucleus-botcommented · 2 min agobot

## Walkthrough

Refactors auth middleware to validate JWT signatures on every request and caches user lookups. Adds an expiry-drift guard.

## File ratings

src/middleware/auth.ts

src/routes/login.ts

src/lib/jwt.ts

tests/auth.spec.ts

## Merge verdict

Fix 2 things first · ship the rest

03CLI · before you push

A one-liner before you push.

Run nucleus review against your working tree. The same five sections, streamed straight into your terminal. No tab to switch to, no context to load.

~/repo/auth-refresh — zsh

$ nucleus review
reading 24 files · 12 tests
tracing references · 64 hops
drafting review · streaming
## Walkthrough
Tokens now refresh on each request. Expiry
math drifts by one second under load.
## Suggestions
1 src/middleware/auth.ts:24
Off-by-one in expiry check
2 src/lib/jwt.ts:11
Cache signer for repeat calls
## Merge verdict
fix 2 things first · ship the rest
$ 

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Same review, three surfaces

Three surfaces. One review.

Same agent. Same five sections. Read it wherever your hands already are — the editor, the PR, or the terminal you ship from.

01Nucleus IDE · auto review

Inline, and on its own.

Open the repo. The agent watches your working tree, drafts a full review into the side panel, and re-runs as you type. Click a line, the file jumps to it. Click Implement, the patch lands.

nucleus — auth-refresh — review

Explorer
src
middleware
auth.ts
routes
jwt.ts
tests

auth.ts
21export function isExpired(token: JWT) {
22  const now = Date.now();
23  const exp = token.exp * 1000;
24  return now > exp;
25}
26

Atlas · auto review · 12s

Discovered

3 bugs1 security4 wins

Walkthrough

Tokens now refresh on each request. Expiry math drifts by one second under load.

Suggestions

›

auth.ts:24

Off-by-one in expiry check

›

jwt.ts:11

Cache signer for repeat calls

02GitHub · on every PR

A comment on every PR.

Install the app once. Every PR your team opens gets the same walkthrough, sequence diagram, file-by-file rating table, and merge call — posted as a comment within about two minutes of opening.

Refresh JWT on every request#4821

Open

N

nucleus-botcommented · 2 min agobot

## Walkthrough

Refactors auth middleware to validate JWT signatures on every request and caches user lookups. Adds an expiry-drift guard.

## File ratings

src/middleware/auth.ts

src/routes/login.ts

src/lib/jwt.ts

tests/auth.spec.ts

## Merge verdict

Fix 2 things first · ship the rest

03CLI · before you push

A one-liner before you push.

Run nucleus review against your working tree. The same five sections, streamed straight into your terminal. No tab to switch to, no context to load.

~/repo/auth-refresh — zsh

$ nucleus review
reading 24 files · 12 tests
tracing references · 64 hops
drafting review · streaming
## Walkthrough
Tokens now refresh on each request. Expiry
math drifts by one second under load.
## Suggestions
1 src/middleware/auth.ts:24
Off-by-one in expiry check
2 src/lib/jwt.ts:11
Cache signer for repeat calls
## Merge verdict
fix 2 things first · ship the rest
$ 

The [AI]review that'swhole-repolocallocal

AI ships code 10× faster. Nucleus reviews every commit before it ships.

Already reviewed. Before you asked.

The walkthrough draws itself as it streams.

The review writes the diff when you click Implement.

Not "looks fine." A verdict, with reasons.

Three surfaces. One review.

Inline, and on its own.

A comment on every PR.

A one-liner before you push.

One subscription. Every Terramind product.

Free

Plus

Business

Your code.Your code.On autopilot.On autopilot.

AI ships code 10× faster. Nucleus reviews every commit before it ships.

The walkthrough draws itself as it streams.

The review writes the diff when you click Implement.

Not "looks fine." A verdict, with reasons.

Three surfaces. One review.

Inline, and on its own.

A comment on every PR.

A one-liner before you push.

The
[A
I]
review that's
local

Your code.On autopilot.