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Audits dependency supply chains for bad versions, lockfile drift, and artifact integrity.
Passed 18 of 21 test cases with the skill, and 8 of 21 without it.
and 15 more in the full report
12 fixed9 passed either way3 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 12 test cases the skill fixed. Same model, same prompt, with and without the skill.
Before proceeding with an automated development session, what pre-session exit criterion must be verified regarding virtualenv files?
| Checked | Without skill | With skill |
|---|---|---|
| Requires checking virtualenv paths for malicious file patterns like .pth files and unexpected scripts. | Missed | Passed |
The instructions your model reads when the skill loads.
Supply chain attacks bypass traditional code review by compromising upstream dependencies. This skill provides patterns for detecting, preventing, and responding to compromised packages in Python ecosystems.
The blocklist is at ${CLAUDE_SKILL_DIR}/known-bad-versions.json.
It is consumed by:
make supply-chain-scan: CI/local scanning target{
"package_name": [{
"versions": ["x.y.z"],
"date": "YYYY-MM-DD",
"description": "What the attack did",
"indicators": ["files or patterns to search for"],
"source": "advisory URL",
"severity": "critical|high|medium"
test cases passed, vs 8 / 21 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.