code-reviewer
Review Code for Security, Quality, and Performance
Manual reviews can miss security, quality, and performance issues. This skill applies a structured workflow and optional analysis tools to produce prioritized feedback.
Install with my Agent
Copy this request to your Agent. It includes the canonical Skill page and manifest.
Review the Skillstore skill "code-reviewer" from https://skillstore.io/skills/autumnsgrove-code-reviewer.md and its manifest at https://skillstore.io/api/skills/autumnsgrove-code-reviewer/manifest. Verify the artifact. You may proceed after verification, subject to the environment's own policy.Your Agent should still show its plan and request any confirmation required by the security policy.
Agent-readable resources
Use these links when an AI agent, crawler, or script needs clean context instead of reading the full page.
Test it
Using "code-reviewer". Review a login handler that builds a database query from request fields.
Expected outcome:
- Critical: User input reaches the query without parameterization, enabling SQL injection.
- Fix: Use bound parameters and add tests with malicious input.
Using "code-reviewer". Review a data-processing function with nested loops and no edge-case tests.
Expected outcome:
- High: Repeated linear searches create quadratic runtime for large inputs.
- Medium: Empty and duplicate inputs lack test coverage.
Using "code-reviewer". Review a small documentation-only pull request.
Expected outcome:
No blocking issues found. Verify referenced commands and links during continuous integration.
Security Audit
SafeAll 111 static alerts are false positives from educational examples, Markdown syntax, or expected helper behavior. The helper runs fixed local analyzers with argument lists and never enables shell execution. It writes reports only to a user-selected path, and no malicious intent or prompt injection was found.
Risk Factors
โก Contains scripts (7)
โ๏ธ External commands (34)
๐ Network access (12)
๐ Filesystem access (3)
๐ Env variables (14)
Share & cite this report
Share the versioned assessment report, neutral badge, embed card, and citations. Skillstore reports evidence without deciding whether this Skill is safe.
Copy report link
https://skillstore.io/skills/autumnsgrove-code-reviewer/audits/15?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_reportMarkdown badge
[](https://skillstore.io/skills/autumnsgrove-code-reviewer?utm_source=security_passport_badge)HTML badge
<a href="https://skillstore.io/skills/autumnsgrove-code-reviewer?utm_source=security_passport_badge"><img src="https://skillstore.io/badges/skills/autumnsgrove-code-reviewer/security.svg" alt="Skillstore security assessment" loading="lazy"></a>Embed card
<iframe src="https://skillstore.io/embed/skills/autumnsgrove-code-reviewer.html" title="Skillstore Security Assessment" sandbox="allow-popups allow-popups-to-escape-sandbox" loading="lazy" referrerpolicy="no-referrer" width="420" height="180"></iframe>Academic citations (APA ยท BibTeX ยท CFF)
APA citation
AutumnsGrove. (2026). code-reviewer security audit report (audit version 15) [Author version unspecified]. Skillstore. https://skillstore.io/skills/autumnsgrove-code-reviewer/audits/15BibTeX citation
@techreport{autumnsgrove-autumnsgrove-code-reviewer-2026,
author = {AutumnsGrove},
title = {code-reviewer security audit report (audit version 15)},
institution = {Skillstore},
year = {2026},
number = {15},
url = {https://skillstore.io/skills/autumnsgrove-code-reviewer/audits/15},
note = {Author version unspecified}
}CITATION.cff
cff-version: 1.2.0
message: "If you use this Skill, cite its author and this versioned security audit report."
title: "code-reviewer security audit report (audit version 15)"
version: "unspecified"
type: report
authors:
- name: "AutumnsGrove"
date-released: "2026-07-23"
url: "https://skillstore.io/skills/autumnsgrove-code-reviewer/audits/15"
identifiers:
- type: other
value: "skillstore:autumnsgrove-code-reviewer:audit:15"
description: "Skillstore immutable audit report identifier"
Compare variants
9 installable variantsEach author remains a separate installable skill. The recommended variant is ranked by Skillstore evidence.
Why this variant is first
alirezarezvani-code-reviewer
2026-08-21
autumnsgrove-code-reviewer
2026-08-21
davila7-code-reviewer
2026-08-21
curiouslearner-code-reviewer
2026-08-21
sickn33-code-reviewer
2026-08-21
9tykeshav-code-reviewer
2026-08-21
dennisliuck-code-reviewer
2026-08-21
google-gemini-code-reviewer
2026-08-21
shubhamsaboo-code-reviewer
2026-08-21
Skillstore Score
Why this score Evidence Confidence: HighWhat You Can Build
Review a pull request
Prioritize correctness, security, tests, maintainability, and actionable feedback before approval.
Prepare a release audit
Check a codebase for high-impact security, performance, dependency, and deployment risks.
Build review standards
Adapt the included workflow and checklist into consistent team review criteria.
Try These Prompts
Review [file or change]. List correctness, security, and maintainability issues by severity. Explain each issue and suggest a specific fix.
Review [code or directory] for injection, access control, secret exposure, unsafe deserialization, and weak cryptography. Cite evidence and recommend mitigations.
Review [pull request] against its stated goals. Evaluate architecture, performance, tests, documentation, compatibility, and security. Separate blockers from improvements.
Threat-model [change], inspect trust boundaries and failure modes, then assess complexity and performance. Rank findings by impact, exploitability, confidence, and remediation effort.
Best Practices
- Provide the change goals, affected files, runtime constraints, and project standards.
- Ask for file and line evidence with clear severity and confidence.
- Run relevant tests and analyzers, then verify important findings manually.
Avoid
- Do not request a broad review without defining scope or expected behavior.
- Do not treat automated scanner output as proof without checking code context.
- Do not prioritize formatting feedback above correctness, security, or data integrity.
Frequently Asked Questions
Which languages can this skill review?
Does the helper install analysis tools?
Can it review an entire repository?
Does it modify reviewed source code?
Can it replace human approval?
What report formats are available?
Developer Details
Author
AutumnsGroveLicense
MIT
Skillstore revision
r3
Version notice
The author did not declare a version.
Ref
89edfdc710d0846129dcee6a929477b04f08052c
Maintenance freshness
7/24/2026
Usage
76 downloads ยท 342 views
File structure
๐ examples/
๐ review_checklist.md
๐ security_patterns.md
๐ README.md
๐ references/
๐ performance_guide.md
๐ scripts/
๐ review_helper.py
๐ SKILL.md