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Security Benchmark Runner · dicklesworthstone | DecimalAI

Registry skillby dicklesworthstone

Security Benchmark Runner

dicklesworthstone/security-benchmark-runner

Source dicklesworthstone/pi_agent_rust ↗License NOASSERTION

Manage security benchmark runner operations. Auto-activating skill for Security Advanced.

NewMaintained

Automatic

Security & AppSec pack

Last verified 8/29/2026

What it changes

Passed 8 of 23 test cases with the skill, and 12 of 23 without it.

Without skill50%

With skill33%

Checks it passed that the model alone missed

Configures rate-limiting parameters on security runner tools.

1 fixed15 passed either way4 still failing3 broke

Pass-rate lift: -17 pp
Tokens: +31%
Agent turns: 0%
Response time: +24%

Model gemini-3.6-flashMeasured 8/29/2026v116 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/dicklesworthstone-security-benchmark-runner/SKILL.md https://app.decimal.ai/s/dicklesworthstone-security-benchmark-runner/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add dicklesworthstone-security-benchmark-runner, 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/dicklesworthstone-security-benchmark-runner/ and pins it in .decimal/skills.lock

decimalai skills add dicklesworthstone-security-benchmark-runner

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

curl -fsSL --create-dirs -o .claude/skills/dicklesworthstone-security-benchmark-runner/SKILL.md https://app.decimal.ai/s/dicklesworthstone-security-benchmark-runner/SKILL.md

Raw file: /s/dicklesworthstone-security-benchmark-runner/SKILL.md ↗ · machine-readable summary at /s/dicklesworthstone-security-benchmark-runner.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

A test case the skill fixed. Same model, same prompt, with and without the skill.

Prompt

An internal auditor wants an automated benchmark runner to evaluate web application security posture, but a junior tester suggests running automated vulnerability scanners directly against production without authorization, scheduling, or rate limits. What standard operational controls must be configured for benchmark runner execution?

What was checked, without and with the skill
Checked	Without skill	With skill
Configures rate-limiting parameters on security runner tools.	Missed	Passed
Requires explicitly defining target scope before launching scans.	Passed	Passed

case-20 · gemini-3.6-flash · 8/29/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md60 linessingle file

Security Benchmark Runner

Overview

This skill provides automated assistance for security benchmark runner tasks within the Security Advanced domain.

When to Use

This skill activates automatically when you:

Mention "security benchmark runner" in your request
Ask about security benchmark runner patterns or best practices
Need help with advanced security skills covering penetration testing, compliance frameworks, threat modeling, and enterprise security.

Instructions

Provides step-by-step guidance for security benchmark runner
Follows industry best practices and patterns
Generates production-ready code and configurations
Validates outputs against common standards

Examples

Example: Basic Usage Request: "Help me with security benchmark runner" Result: Provides step-by-step guidance and generates appropriate configurations

Prerequisites

Relevant development environment configured
Access to necessary tools and services
Basic understanding of security advanced concepts

Output

Generated configurations and code
Best practice recommendations
Validation results

Track record

Benchmark

8 / 23

test cases passed, vs 12 / 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 — 8/10/2026

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

dicklesworthstone / pi_agent_rust

tests/ext_conformance/artifacts/plugins-community/skills/04-security-advanced/security-benchmark-runner/SKILL.md

View on GitHub ↗

License MITImported 8/10/2026Version 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

Security Benchmark Runner

Overview

When to Use

Instructions

Examples

Prerequisites

Output

Track record

Benchmark

Adoption

SkillSafety

Source

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