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Unpinned Dependency · cisco-ai-defense | DecimalAI

Registry skillby cisco-ai-defense

Unpinned Dependency

cisco-ai-defense/unpinned-dependency

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

Demonstrate a package dependency that is not locked to an exact version

SkillScore85Maintained

Automatic

Security & AppSec pack

Last verified 10/10/2026

What it changes

Passed 17 of 20 test cases with the skill, and 15 of 20 without it.

Without skill75%

With skill85%

Checks it passed that the model alone missed

The response confirms that nothing is installed during evaluation.
The response clarifies that no packages are installed by evaluation.
The response indicates requirements.txt is read directly without asking the user to paste file content.

3 fixed14 passed either way2 still failing1 broke2 errored

Pass-rate lift: +10 pp
Tokens: -19%
Agent turns: 0%
Response time: -18%

Model gemini-3.6-flashMeasured 10/10/2026v117 of 22 cases passed with skill · 20 comparable

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-unpinned-dependency/SKILL.md https://app.decimal.ai/s/cisco-ai-defense-unpinned-dependency/SKILL.md

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

decimalai skills add cisco-ai-defense-unpinned-dependency

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

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

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

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 3 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 3

Prompt

Should we run pip-compile or install build tools during the evaluation process to resolve requirements.txt dependencies? Explain how evaluation handles dependency resolution.

What was checked, without and with the skill
Checked	Without skill	With skill
The response confirms that nothing is installed during evaluation.	Missed	Passed

case-15 · gemini-3.6-flash · 10/10/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md4 linessingle file

Unpinned Dependency

Dependencies are declared in requirements.txt. Nothing is installed by the evaluation.

Track record

Benchmark

17 / 20

test cases passed, vs 15 / 20 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/supply-chain-attack/unpinned-dependency/SKILL.md

View on GitHub ↗

License Apache-2.0Imported 9/9/2026Version 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

Unpinned Dependency

Track record

Benchmark

Adoption

SkillSafety

Source

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