zeugnis
zeugnis audits AI-generated code for four characteristic failure modes: hallucinated dependencies, weak test assertions, structural contract drift between type hints/docstrings and actual usage, and unbounded agent retry loops, with independent verification of every finding. The plugin provides five narrowly-scoped skills, eight total skills including dependency/assertion/contract/agentic-reliability audits plus preflight checks and a bounded self-optimization cycle, all running on Python 3.9+ with stdlib only.
Install
Source: https://github.com/Anselmoo/werkstoff/tree/HEAD/plugins/zeugnis
What it's made of
5 agents · 8 skills · 2 hooks
- Commands
- 0
- Agents
- 5
- Skills
- 8
- MCP servers
- 0
- Hooks
- 2 · PreToolUse
What it needs & plugs into
- API keys
- none
- Paid services
- none detected
- External tools
python3- Talks to
- nothing external detected
Facts extracted from the plugin's files. Prose generated by claude-haiku-4-5-20251001.
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