customize Skill
Adapt this C/C++ ASAN vulnerability pipeline to a different vulnerability class, target shape, language, or detection mechanism. Use when the user wants to port, migrate, retarget, customize, or fork the pipeline for something other than C/C++ memory-safety bugs — web apps, smart contracts, deserialization, ML systems, Published by anthropics in defending-code-reference-harness.
What is customize Skill?
Adapt this C/C++ ASAN vulnerability pipeline to a different vulnerability class, target shape, language, or detection mechanism. Use when the user wants to port, migrate, retarget, customize, or fork the pipeline for something other than C/C++ memory-safety bugs — web apps, smart contracts, deserialization, ML systems, Published by anthropics in defending-code-reference-harness. This profile combines repository metadata with install, compatibility, and usage signals so developers can quickly decide whether it fits their agent workflow before opening the source repository.
Automated repository signals based on public metadata such as recency, license, installation evidence, and adoption. These are not a security audit or endorsement.
Key capabilities
- Includes SKILL.md support
- Reusable instructions support
- Security review
- Security review use cases
Technical details
- Install or run with Copy skill directory
When to use customize Skill
- Use it for security review.
Built with
Editorial notes
Source
- Creator: anthropics
- Repository: anthropics/defending-code-reference-harness
- Skill file: .claude/skills/customize/SKILL.md
What it does
Adapt this C/C++ ASAN vulnerability pipeline to a different vulnerability class, target shape, language, or detection mechanism. Use when the user wants to port, migrate, retarget, customize, or fork the pipeline for something other than C/C++ memory-safety bugs — web apps, smart contracts, deserialization, ML systems,
Skill instructions
Customize the vuln-pipeline This pipeline ships as an opinionated C/C++ + AddressSanitizer demo. Its real shape is more general: an agent crafts an input, runs a target in a sandbox, a detector fires, a second agent verifies, a third agent analyses exploitability. Every noun in that sentence can be swapped. Your job is to interview the user, figure out which nouns they want to swap, and rewrite the relevant files. The existing C/C++ code is the worked example. You don't need a playbook for each domain — read what's there, understand what's generic vs. ASAN-specific, and adapt. STEP 1 — Read the pipeline (do this BEFORE asking anything) Skim these files so your questions are grounded: - README.md — pipeline overview (recon → find → grade → judge → report) - harness/cli.py — orchestration; shows how stages wire together and what lands on disk - harness/find.py, harness/grade.py, harness/report.py — the three container-agent loops; mostly generic plumbing - harness/prompts/findprompt.py,
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Frequently asked questions
What is customize?
customize is a open-source AI agent skill with Copy skill directory. Adapt this C/C++ ASAN vulnerability pipeline to a different vulnerability class, target shape, language, or detection mechanism.
Who is customize best for?
customize is best for reusing agent instructions, scripts, and references, security review workflows.
How do I install customize?
Install or run customize using Copy skill directory. Check customize for the latest setup command.
Is customize actively maintained?
customize may need a closer maintenance check before production use.
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