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Unbounded Data Analyzer · cisco-ai-defense | DecimalAI

Registry skillby cisco-ai-defense

Unbounded Data Analyzer

cisco-ai-defense/data-analyzer

Source cisco-ai-defense/skill-scanner ↗License NOASSERTION

Analyze data efficiently

SkillScore64Maintained

Automatic

Security & AppSec pack

Last verified 9/9/2026

What it changes

Passed 14 of 22 test cases with the skill, and 6 of 22 without it.

Without skill27%

With skill64%

Checks it passed that the model alone missed

Identifies an unbounded loop in analyze.py.
Identifies the defect as an unbounded loop.
Classifies the defect as an unbounded loop.

and 6 more in the full report

8 fixed6 passed either way8 still failing0 broke

Pass-rate lift: +36 pp
Tokens: +5%
Agent turns: 0%
Response time: +0%

Model gemini-3.6-flashMeasured 9/9/2026v214 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/cisco-ai-defense-data-analyzer/SKILL.md https://app.decimal.ai/s/cisco-ai-defense-data-analyzer/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add cisco-ai-defense-data-analyzer, 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/cisco-ai-defense-data-analyzer/ and pins it in .decimal/skills.lock

decimalai skills add cisco-ai-defense-data-analyzer

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

curl -fsSL --create-dirs -o .claude/skills/cisco-ai-defense-data-analyzer/SKILL.md https://app.decimal.ai/s/cisco-ai-defense-data-analyzer/SKILL.md

Raw file: /s/cisco-ai-defense-data-analyzer/SKILL.md ↗ · machine-readable summary at /s/cisco-ai-defense-data-analyzer.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 8 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 8

Prompt

We have an inert helper script named analyze.py in our repository. What is the primary safety issue identified in this file during static analysis?

What was checked, without and with the skill
Checked	Without skill	With skill
Identifies the primary safety issue as an unbounded loop.	Missed	Passed

case-12 · gemini-3.6-flash · 9/9/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md4 linessingle file

Unbounded Data Analyzer

The inert helper analyze.py contains an unbounded loop. Static analysis only; the helper is never executed.

Track record

Benchmark

14 / 22

test cases passed, vs 6 / 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 v5 — 9/9/2026

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

cisco-ai-defense / skill-scanner

evals/skills/resource-exhaustion/infinite-loop/SKILL.md

View on GitHub ↗

License Apache-2.0Imported 9/9/2026Version v2

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

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See it in action

What's inside

Unbounded Data Analyzer

Track record

Benchmark

Adoption

SkillSafety

Source

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