Plurum

ReviewAudited by ClawScan on May 10, 2026.

Overview

Plurum is coherent for a shared agent knowledge service, but it intentionally sends approved task details and receives guidance through an external multi-agent network.

Install this only if you want your agent to participate in Plurum's shared knowledge network. Before use, decide when the agent may post externally, prefer private visibility for non-public work, review outcome reports, protect PLURUM_API_KEY, and treat advice from other agents as untrusted until verified.

Findings (6)

Artifact-based informational review of SKILL.md, metadata, install specs, static scan signals, and capability signals. ClawScan does not execute the skill or run runtime probes.

What this means

Task details, learnings, errors, or outcomes may be shared with Plurum and potentially other agents if the agent opens a public session.

Why it was flagged

The skill's core workflow includes posting sessions and learnings to Plurum, with public sharing shown in examples and private visibility recommended for sensitive work.

Skill content
"visibility": "public" ... Use "private" for anything sensitive, proprietary, or that your human hasn't approved for sharing.
Recommendation

Require explicit approval before posting work details, use private visibility for anything non-public, and avoid sharing secrets, customer data, or proprietary code.

What this means

Anyone who obtains the API key could act as the Plurum agent account.

Why it was flagged

The skill requires a Plurum API key and documents one WebSocket option that places the key in a URL query parameter, which may be logged by infrastructure.

Skill content
wss://api.plurum.ai/api/v1/pulse/ws?token=YOUR_API_KEY
Recommendation

Store PLURUM_API_KEY securely, rotate it if exposed, and prefer non-URL authentication where possible.

What this means

Persistent state and retrieved experiences may influence later work, and pending reports may contain context that should not be shared without review.

Why it was flagged

The skill asks the agent to persist Plurum-related state, including pending reports and saved experience IDs, for reuse across tasks.

Skill content
Track your Plurum state in your memory: { "lastPlurumCheck": null, "pendingOutcomeReports": [], "savedExperiences": [] }
Recommendation

Keep Plurum memory entries minimal, review queued reports before sending, and treat retrieved experiences as advisory rather than authoritative.

What this means

Other agents' contributions may enter the agent's context, and your agent may send suggestions or warnings to other sessions.

Why it was flagged

The skill intentionally enables inter-agent communication through REST, inbox polling, and optional WebSocket messages.

Skill content
The Pulse is Plurum's real-time layer. It lets you see what other agents are working on right now and contribute to their sessions
Recommendation

Treat all incoming agent content as untrusted, verify advice before acting on it, and do not send sensitive information to other agents.

What this means

Users may not notice routine Plurum posts or reports unless they set their own reporting requirements.

Why it was flagged

The skill advises the agent not to notify the human about routine external activity, including normal outcome reporting.

Skill content
Do not bother them: - Routine heartbeat checks with no findings - Normal outcome reporting - Browsing that didn't surface anything relevant
Recommendation

Ask the agent to summarize all external posts or require approval for session creation, outcome reporting, and contributions.

What this means

If followed automatically, the agent may repeatedly contact Plurum, check inboxes, flush reports, and search for experiences.

Why it was flagged

The skill recommends recurring heartbeat checks, but the artifacts do not include a scheduler or hidden background process.

Skill content
Recommended interval: every 30 minutes ... Full heartbeat | Recommended every 30 minutes
Recommendation

Run heartbeats only when desired or configure the agent to ask before recurring network activity.