mathema: Claim-Driven Development: turn software intent into verifiable evidence

by tetrionlabs · MCP Server · ★ 282

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

How to install mathema

pip install mathema           # core: the derive route and the spec store
pip install "mathema[all]"    # numpy, z3, MCP server, coverage

Taken from the project's README on GitHub.

Security audit verdict: SAFE · quality 58/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours.

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

ai-assisted-developmentclaim-driven-developmentcode-reviewdesign-by-contractmcp-serverproperty-based-testingsoftware-verificationspec-driven-developmentsystem-0-enginetest-driven-development

Quick Facts

Stars282
Forks0
LanguagePython
CategoryMCP Server
Quality Score58/100
Open Issues5
Last Updated2026-11-02
Created2026-09-22
Platformsmcp, python
Est. Tokens~18k

About mathema

mathema Know what your code actually guarantees. AI has changed the cost of producing code without changing the cost of knowing whether that code is correct, and so more of it now arrives than anyone can review line by line.

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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