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customize Skill

AI Agent SkillSecurityPythonOpen source

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.

Decision snapshot

Is this a fit?

Best for

Security review, Includes SKILL.md, Reusable instructions

Works with

Compatibility not yet detected.

Access

Permission behavior not yet detected.

Setup

Copy skill directory

Project health

2 months ago · NOASSERTION license

Considerations

No specific cautions were detected. Review the source and requested permissions before installing.

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.

Trust signal
95/100
Maintenance signal
90/100
Adoption signal
95/100

Automated repository signals based on public metadata such as recency, license, installation evidence, and adoption. These are not a security audit or endorsement. See how SkillIndex evaluates profiles.

Key capabilities

  • Includes SKILL.md support
  • Reusable instructions support
  • Security review
  • Security review use cases

Declared skill metadata

  • Source file: .claude/skills/customize/SKILL.md

These fields retain source and confidence evidence from the indexed SKILL.md.

Compatibility and setup

Copy skill directory
  • Install or run with Copy skill directory

When to use customize Skill

  • Use it for security review.

Built with

PythonCopy skill directory

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 analyzes 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,

Verified compatibility and discovery

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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Forks
556
Last commit
2 months ago
Last verified
Aug 1, 2026
Metadata fetched
Aug 1, 2026
Repository age
4 months
License
NOASSERTION

Project health auto-fetched from the source repository.

Maintain this resource?

Review this source-backed profile, send a correction with evidence, or link to it from your documentation. Claims verify your relationship to the project; profile facts still require source evidence and editorial review.

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