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exploit-assist · shadd0wtaka | DecimalAI

securityby shadd0wtaka

exploit-assist

shadd0wtaka/exploit-assist

Source shadd0wtaka/zen-ai-pentest ↗License MIT

Exploit Assistance Module

SkillScore50Maintained

Automatic

Security & AppSec pack

Last verified 8/20/2026

What it changes

Passed 11 of 22 test cases with the skill, and 8 of 22 without it.

Without skill36%

With skill50%

Checks it passed that the model alone missed

uses tool_name as the key
identifies category as exploitation
specifies category value exploitation

and 1 more in the full report

4 fixed7 passed either way10 still failing1 broke

Pass-rate lift: +14 pp
Tokens: -36%
Agent turns: 0%
Response time: -37%

Model gemini-3.6-flashMeasured 8/20/2026v111 of 22 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/shadd0wtaka-exploit-assist/SKILL.md https://app.decimal.ai/s/shadd0wtaka-exploit-assist/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add shadd0wtaka-exploit-assist, 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/shadd0wtaka-exploit-assist/ and pins it in .decimal/skills.lock

decimalai skills add shadd0wtaka-exploit-assist

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

curl -fsSL --create-dirs -o .claude/skills/shadd0wtaka-exploit-assist/SKILL.md https://app.decimal.ai/s/shadd0wtaka-exploit-assist/SKILL.md

Raw file: /s/shadd0wtaka-exploit-assist/SKILL.md ↗ · machine-readable summary at /s/shadd0wtaka-exploit-assist.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 4 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 4

Prompt

What exact string identifier represents the tool in the assistant API?

What was checked, without and with the skill
Checked	Without skill	With skill
identifies tool identifier string exploit_assist	Missed	Passed

case-22 · gemini-3.6-flash · 8/20/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md23 linessingle file

exploit-assist

Exploit Assistance Module

Category: exploitation — Exploitation Assistant

Overview

Exploit Assistance Module AI-powered exploit suggestion and payload generation Author: SHAdd0WTAka

FOR AUTHORIZED SECURITY TESTING ONLY

Usage

Agent Integration

Agent persona: auto-selected from category 'exploitation'
MCP:
API: with {"tool_name": "exploit_assist", "target": "example.com"}

Track record

Benchmark

11 / 22

test cases passed, vs 8 / 22 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

shadd0wtaka / zen-ai-pentest

skills/module-exploit-assist/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1

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

exploit-assist

Overview

Usage

Agent Integration

Track record

Benchmark

Adoption

SkillSafety

Source

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