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Instead of Snyk

Defending Code Reference Harness

Anthropic's reference Claude Code skills and autonomous pipeline for threat modelling, vulnerability scanning, triage and patching. Not maintained.

YesRuns on my machine?
YesAllowed at work?
YesDo I have to pay for anything?
MediumSetup

Agent skills, Security

Anthropic's reference for finding and fixing vulnerabilities with Claude. Claude Code skills (/threat-model, /vuln-scan, /triage, /patch) only read and write files. The autonomous pipeline targets C/C++ memory bugs with Docker and ASAN, runs target code only in a gVisor sandbox, and must be ported to other languages. Apache-2.0. Not maintained or accepting contributions; Anthropic points to its paid Claude Security for a managed option. Needs Claude access.

The facts

QuestionAnswerSourceChecked
Runs on my machine? Yes. Yes, Claude Code skills in a local clone; the autonomous pipeline runs in local Docker containers github.com Checked 11 days ago
Code licence Open source. Apache-2.0 (GitHub shows no SPDX id, but the LICENSE file is the Apache License 2.0) github.com Checked 11 days ago
Commercial use Yes. Yes, Apache-2.0 github.com Checked 11 days ago
Paid services needed? Required. Needs access to Claude through Claude Code or the Claude API (direct, Bedrock, Vertex or Azure) github.com Checked 11 days ago
Hardware No GPU needed, Claude runs via the API; the skills have no hardware needs of their own; pipeline agent containers get a 4 GB Docker memory cap by default (memory_limit in the target config); no host CPU, RAM or disk minimum documented github.com Checked 8 days ago
Operating systems Interactive skills run wherever Claude Code runs; the sandboxed pipeline needs Docker with the gVisor runtime, set up with sudo and /etc/docker/daemon.json (Linux) github.com Checked 11 days ago
Setup effort Easy for the skills (clone, open in Claude Code, run /quickstart); medium for the pipeline, which needs Docker, a one-time gVisor sandbox setup and porting to your language github.com Checked 11 days ago

Each fact has its own date. Unknown means nobody has published it. We read their documentation; we didn’t install it. Running it yourself costs your hardware, electricity and setup time. Report a correction.

No licence changes since we started watching. Licence changes: follow Defending Code Reference Harness and we email you if its terms change.

What it replaces, job by job

Paid toolJobsHow far it goes
Snyk
$25/month
  • Find vulnerabilities in your own source code (SAST)
  • Does not do: Find vulnerable open-source dependencies (SCA)
  • Does not do: Scan infrastructure-as-code and containers
1 of 3 jobs. Claude-driven threat modelling, source scanning, triage and patch drafts; reference code you adapt yourself, unmaintained, with no dependency, IaC or container scanning.

Stars over time

Building history +42 this week; not enough baseline history. Stars show attention, not quality. Where these numbers come from.

  • Defending Code Reference Harness
7,6957,629 2026-10-242026-11-03 Tracked daily begins 2026-10-24Defending Code Reference Harness, 2026-10-24: 7,635 stars, trackedDefending Code Reference Harness, 2026-10-25: 7,640 stars, trackedDefending Code Reference Harness, 2026-10-26: 7,647 stars, trackedDefending Code Reference Harness, 2026-10-27: 7,653 stars, trackedDefending Code Reference Harness, 2026-10-28: 7,659 stars, trackedDefending Code Reference Harness, 2026-10-29: 7,669 stars, trackedDefending Code Reference Harness, 2026-10-30: 7,672 stars, trackedDefending Code Reference Harness, 2026-10-31: 7,680 stars, trackedDefending Code Reference Harness, 2026-11-01: 7,687 stars, trackedDefending Code Reference Harness, 2026-11-02: 7,690 stars, trackedDefending Code Reference Harness, 2026-11-03: 7,695 stars, tracked
Focus a point, use arrow keys, or tap for its value.

Tracked daily since 24 Oct 2026. Dashed history is estimated (how).

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