Field evidence · updated 2026-07-11

What survived contact with other projects

Pluribus is an evidence layer for agent context boundaries. The strongest support for that direction is not another document in this repository; it is small, reviewable behavior that independent maintainers accepted in tools people can inspect.

Evidence, not an adoption claim. These are independently reviewed and merged patches authored during Pluribus field research. They prove that specific boundary checks were useful enough to enter other codebases. They do not prove Pluribus installs, active users, or runtime consumption.

Merged implementations

Skill lifecycle · merged 2026-07-10

Portable skill-use evidence

skill-graveyard accepted a privacy-safe receipt that separates inventory from observed use, with CLI and test coverage.

Inspect merged PR #11 →

Runtime authority · merged 2026-07-08

Effective authority snapshots

halo-record accepted runtime authority snapshots and a follow-up that deduplicates unchanged evidence instead of pretending every observation is new.

Snapshot PR #4 · dedupe PR #5

Context freshness · merged 2026-07-04

Repository-map freshness

agent-context-economy accepted metadata that makes a generated repository map's staleness inspectable instead of treating existence as current authority.

Inspect merged PR #1 →

Mutation safety · merged 2026-07-01–03

Dry-run and rollback proof

mcpm accepted sync dry-run receipts followed by rollback snapshots, separating previewed intent from applied and recoverable state.

Dry-run PR #4 · rollback PR #6

Session continuity · merged 2026-06-25

Resume proof before edits

claude-handoff-revive accepted a pre-edit resume receipt so a handoff can be checked before a new session mutates the repository.

Inspect merged PR #2 →

Instruction integrity · merged 2026-06-23

Hidden instruction visibility

promptblock accepted hidden-comment indexes in warnings, making invisible instruction locations reviewable instead of reporting only a generic finding.

Inspect merged PR #16 →

Independent distribution

Observability directory · merged 2026-07-11

Safety Guardrails and Observability

An independent maintainer listed Pluribus in awesome-ai-agents-2026 under the observability category.

Inspect merged listing PR #148 →

Context-engineering directory · merged 2026-07-07

Context management tools

The context-engineering resource repository accepted Pluribus as a context-management tool.

Inspect merged listing PR #434 →

Gemini CLI directory · merged 2026-07-09

Cross-tool context sync

awesome-gemini-cli accepted the Pluribus listing, exposing the source-to-native-file workflow to Gemini CLI users.

Inspect merged listing PR #72 →

Try the boundary yourself

The browser demo shows the narrowest useful Pluribus workflow: one reviewed source, native agent-file previews, and hashes for what was generated. The receipt remains honest that generation does not prove a client loaded the output.

Run the 30-second context sync demo →

For the latest CLI release, use GitHub Releases. npm may lag during release windows.