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OWASP Review · archive228 | DecimalAI

securityby archive228

OWASP Review

archive228/owasp-review

Source archive228/loopkit ↗License MIT

Security-review a diff against the OWASP Top 10. Use before merging anything that touches auth, input handling, queries, or external calls.

SkillScore96Maintained

Automatic

Security & AppSec pack

Last verified 8/16/2026

What it changes

Passed 22 of 23 test cases with the skill, and 16 of 23 without it.

Without skill70%

With skill96%

Checks it passed that the model alone missed

Identifies line 27 as logging sensitive credential data.
Identifies line 12 as containing a hardcoded secret in code.
Explicitly states that line 10 contains no security vulnerabilities.

and 4 more in the full report

6 fixed16 passed either way1 still failing0 broke

Pass-rate lift: +26 pp
Tokens: -3%
Agent turns: 0%
Response time: -2%

Model gemini-3.6-flashMeasured 8/16/2026v122 of 23 cases passed with skill

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/archive228-owasp-review/SKILL.md https://app.decimal.ai/s/archive228-owasp-review/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add archive228-owasp-review, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/archive228-owasp-review/ and pins it in .decimal/skills.lock

decimalai skills add archive228-owasp-review

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/archive228-owasp-review/SKILL.md https://app.decimal.ai/s/archive228-owasp-review/SKILL.md

Raw file: /s/archive228-owasp-review/SKILL.md ↗ · machine-readable summary at /s/archive228-owasp-review.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 6 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 6

Prompt

Review line 10 in this database module: Line 10: `cursor.execute('SELECT * FROM users WHERE id = %s', (user_id,))` Output line, risk, and fix.

What was checked, without and with the skill
Checked	Without skill	With skill
Explicitly states that line 10 contains no security vulnerabilities.	Missed	Passed

case-16 · gemini-3.6-flash · 8/16/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md10 linessingle file

OWASP Review

Check the diff for each, with the exact line:

Injection — any string-built SQL/shell/HTML. Demand parameterized queries / escaping.
Broken access control — does it verify the user OWNS the resource, not just that they're logged in?
Auth — secrets in code? tokens without expiry? password compare not constant-time?
SSRF — user-controlled URL fetched server-side without an allowlist.
Sensitive data — PII/secrets logged, returned in errors, or sent unencrypted.
Deserialization — untrusted input into pickle/yaml.load/eval.
Dependency — a new package with known CVEs or no maintenance. Output: a list of {line, risk, fix}. If clean, say so explicitly. Never assume input is safe because "it comes from our frontend".

Track record

Benchmark

22 / 23

test cases passed, vs 16 / 23 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

archive228 / loopkit

skills/owasp-review/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1

Other skills for the same job

Published skills whose descriptions closely match this one, with their headline benchmark lift.

waybarrios/security-reviewPerform a focused security review of pending git changes to identify high-confidence security vulnerabilities with real exploitation potential. Use this skill when the user asks for a security review, security audit, vulnerability scan, or wants to check pending changes on a branch for security issues before merging. This is NOT a general code review.Close match+18 pp pass-rate lift

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

OWASP Review

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

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