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low-level-code-review

reviewing a git diff for small localized coding mistakes that can be fixed without high-level understanding

68

1.26x
Quality

55%

Does it follow best practices?

Impact

86%

1.26x

Average score across 3 eval scenarios

SecuritybySnyk

Risky

Do not use without reviewing

Optimize this skill with Tessl

npx tessl skill review --optimize ./.claude/skills/low-level-code-review/SKILL.md
SKILL.md
Quality
Evals
Security

Evaluation results

100%

43%

Code Review: File Storage Module

Output format + ACID disk violations

Criteria
Without context
With context

Issues grouped by file

100%

100%

Line numbers cited

100%

100%

Original code quoted

100%

100%

Concrete fix provided

100%

100%

One-sentence explanation

100%

100%

Missing fsync before rename

0%

100%

Missing directory fsync

0%

100%

Raw pointer flagged

20%

100%

West const flagged

0%

100%

Runtime errors prioritized

80%

100%

No compiler-caught issues

80%

100%

93%

7%

Code Review: Account Cache Module

ACID memory violations + RAII guards

Criteria
Without context
With context

updateBalance missing lock

100%

100%

batchUpdate not atomic

0%

100%

batchUpdate missing lock

100%

87%

evict dirty-count bug

100%

100%

Manual lock/unlock flagged

100%

100%

flushAll exception safety

100%

100%

getDirtyAccounts missing lock

100%

87%

Raw mutex pointer unnecessary

50%

37%

Line numbers cited

100%

100%

Concrete fixes provided

100%

100%

Focuses on added lines only

100%

100%

65%

4%

Code Review: Message Router Module

Large diff deduplication + null-deref

Criteria
Without context
With context

Null dereference in sendMessage

100%

100%

Null dereference in sendMessageWithRetry

100%

100%

Runtime errors before style

100%

100%

West const deduplicated

0%

0%

West const flagged at least once

0%

0%

Large diff split suggestion

0%

0%

Line numbers cited

100%

100%

Original code quoted

100%

100%

Concrete fix provided

100%

100%

No compiler-caught issues

33%

100%

Repository
stellar/stellar-core
Evaluated
Agent
Claude Code
Model
Claude Sonnet 4.6

Table of Contents

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