Sponsio
Enrichment pendingDeterministic safety solutions for probabilistic AI agents
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Maintenance and security
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- Provenance
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- Security (OSV)
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Public GitHub metadata and optional OSV scans. Signals, not a guarantee. Trust methodology.
Install
pip install SponsioSimilar tools
Same-category neighbours. No typed graph edges are catalogued for this tool yet.
Evidence and technical details
Sourced facts, taxonomy, compatibility claims, README excerpt, and machine-readable endpoints.
Overview
Deterministic safety solutions for probabilistic AI agents
Capability facts
- CLI
- CLI entrypoint
Source: pyproject.toml:[project.scripts] · Jul 15, 2026
- Languages
- python
Source: github.language+pyproject.toml · Jul 15, 2026
Categories
Compatibility
Sourced claims from the README excerpt - not unsourced marketing copy.
Source: README excerpt (regex_v1, Jul 15, 2026)
pip install sponsio # or: npm install -D @sponsio/sdkSource link
Source: README excerpt (regex_v1, Jul 15, 2026)
<a href="docs/getting-started/onboard-prompt.md#python-project"><img src="https://img.shields.io/badge/One--shot%20prompt-Python-3776ASource link
Source: README excerpt (regex_v1, Jul 15, 2026)
**Paste into Claude Code / Codex / Cursor.** The agent walks the full onboarding flow:Source link
Tags
README
Quick start
A single prompt or a 2-line CLI command gets you onboarded.
Paste into Claude Code / Codex / Cursor. The agent walks the full onboarding flow:
Or run the CLI yourself:
pip install sponsio # or: npm install -D @sponsio/sdk
sponsio init . # interactive wizard: detects framework, IDE hosts, observe vs enforce
The wizard auto-detects your framework and prints the right wrap snippet. For manual wiring, see all supported integrations. OpenClaw users get bundled ClawHavoc and CVE-2026-25253 coverage out of the box. For config reference, observe → enforce flip, and CI wiring, see the full walkthrough.
Drafting contracts from natural language. sponsio validate "<rule in plain English>" turns a plain-English rule into a contract you can read back. Treat the output as a starting draft to review and adjust before you enforce. The determinism is in how contracts are enforced at runtime, not in how they're drafted.
License
Apache 2.0 (LICENSE).
AI agents reading this repo: llms.txt lists canonical doc paths; llms-full.txt is the concatenated full context dump.
For agents
This page has a .md twin and JSON over the API.