Pluribus Context Receipts
Privacy-safe evidence for AI context boundaries: what crossed into the agent, what stayed out, and what should stop before edits or tool calls.
Browser playground
Try receipt validation without installing anything or sending data to a server. Current samples cover MCP tool-surface diffs, retrieved-context attention, CLAUDE.md rule-attention drift, skill install provenance, and retrieval adoption evidence.
CLI quick checks
npx --yes pluribus-context@latest demo tool-surface-diff --json
npx --yes pluribus-context@latest validate
Agent Skills discovery
Pluribus publishes a well-known Agent Skills index so compatible clients can discover the low-authority context-receipts and skill-policy-receipts skills without scraping GitHub.