The request "ark-analysis" names no product, and the candidates do not clearly match it. The closest matches are arkworks 4, a Rust zkSNARK ecosystem whose page describes R1CS constraints and cryptographic tooling, and GitHub 1, whose indexed actions include architecture and threat-model analysis skills for codebases. Please confirm what "ark-analysis" refers to.
A question back: Do you mean the arkworks zkSNARK Rust ecosystem, or a code or architecture analysis of a repository? If it is an analysis of a specific repository or system, which one?
- 1
- 2
GitHubgithub.comverified and signed
A developer platform whose indexed analysis skills include architecture-blueprint-generator, which analyzes codebases to produce architectural documentation 11.
official:CLI · github-mcp-serverskill · add-community-extensionskill · git-commitskill · acquire-codebase-knowledge+2,563 community tools built for it
for agents: threat-model-analyst · arize-experiment · architecture-blueprint-generator
Sources
- 1GitHub · Change is constant. GitHub keeps you ahead. · GitHub · GitHubgithub.com · read 2026-10-29
- 4arkworksarkworks.rs · read 2026-10-29
- 11threat-model-analyst: declares "threat-model-analyst" (the record we read and signed)unfragile.ai · read 2026-10-24
For agents: the 10 actions behind this answer
threat-model-analyst · threat-model-analyst verified and signed
Full STRIDE-A threat model analysis and incremental update skill for repositories and systems. Supports two modes: (1) Single analysis — full STRIDE-A threat model of a repository, producing architecture overviews, DFD diagrams, STRIDE-A analysis, prioritized findings, and executive assessments. (2)
radar-get-email-security-summary-by-arc · Cloudflare API verified and signed
Get email ARC validation summary
DescribeFleetAdvisorLsaAnalysis · AWS Database Migration Service verified and signed
Provides descriptions of large-scale assessment (LSA) analyses produced by your Fleet Advisor collectors.
· arkworks website read, tools not yet checked
sagemaker-ai · sagemaker-ai verified and signed
Build, train, and deploy AI models with deep AWS AI/ML expertise brought directly into your coding assistants, covering the surface area of Amazon SageMaker AI.
analysis · ty verified and signed
analysis · posthog-node verified and signed
slack · slack-sdk verified and signed
· Langchain Google website read, tools not yet checked
LangChain enables every company to own their intelligence. Control, govern, and compound intelligence with an open agent engineering platform.
arxiv-search · arxiv-search verified and signed
Searches arXiv for preprints and academic papers, retrieves abstracts, and filters by topic. Use when the user asks to find research papers, search arXiv, look up preprints, find academic articles in physics, math, CS, biology, statistics, or related fields.
Labels are the instruments' verdict and are never changed by ranking. Agents and robots get this same answer as JSON at /api/v1/find?q=…&answer=1 and through the MCP server.