Atlas / Skills / ruvnet / Session Persist

Session PersistCAUTION

skills/ruvnet/session-persist

🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, federation, vector RAG integration, and native Claude Code / Codex / Hermes and many more Integrated

Verdict
CAUTION
Grade
B
Trust score
89 /100
Version
—
Hosts
—
License
MIT
Stars
73,288
01

Overview

🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, federation, vector RAG integration, and native Claude Code / Codex / Hermes and many more Integrated

Read from source at commit ef7d4f0535e5OBSERVED · 2026-09-26
02

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: session-persist
description: Persist and restore agent sessions across conversations with state snapshots
argument-hint: "[--save|--restore|--list]"
allowed-tools: mcp__plugin_ruflo-core_ruflo__session_save mcp__plugin_ruflo-core_ruflo__session_restore mcp__plugin_ruflo-core_ruflo__session_list mcp__plugin_ruflo-core_ruflo__session_info mcp__plugin_ruflo-core_ruflo__session_delete mcp__plugin_ruflo-core_ruflo__hooks_session-start mcp__plugin_ruflo-core_ruflo__hooks_session-end mcp__plugin_ruflo-core_ruflo__hooks_session-restore Bash
---

# Session Persistence

Save and restore complete agent sessions across conversations.

## When to use

When you need to pause work and resume later with full context, or when you want to checkpoint progress during long-running tasks.

## Steps

1. **Save session** — call `mcp__plugin_ruflo-core_ruflo__session_save` to snapshot current state
2. **List sessions** — call `mcp__plugin_ruflo-core_ruflo__session_list` to see all saved sessions
3. **Restore** — call `mcp__plugin_ruflo-core_ruflo__session_restore` to resume a previous session
4. **Info** — call `mcp__plugin_ruflo-core_ruflo__session_info` for session details and metadata
5. **Clean up** — call `mcp__plugin_ruflo-core_ruflo__session_delete` to remove old sessions

## Session hooks

- `hooks_session-start` — automatically restore context at conversation start
- `hooks_session-end` — automatically save state with metrics export
- `hooks_session-restore` — restore a specific session by ID

## What's persisted

- Agent state and configuration
- Memory entries and patterns
- Learning trajectories and metrics
- Task progress and todos
03

Trust audit

CAUTIONgrade B · trust 89/100 Install with care. The audit found things worth knowing before you trust its output.

LayerWhat it checksResult
L0Provenance & inventoryWARN
L1Static analysis of the codeNA
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (4)

MEDIUMInventory / provenance · inv.symlink · CWE-1104
crates
crates
Why it matters. link not followed
MEDIUMInventory / provenance · inv.symlink · CWE-1104
plugin/agents
plugin/agents
Why it matters. link not followed
MEDIUMInventory / provenance · inv.symlink · CWE-1104
plugin/commands
plugin/commands
Why it matters. link not followed
MEDIUMInventory / provenance · inv.symlink · CWE-1104
plugin/skills
plugin/skills
Why it matters. link not followed

Gates applied: no_behavioural_pass.

Audited 2026-09-26 · audit v0.4.1 · source sha ef7d4f0535e5full audit observations/trust-audit/skill/ruvnet__session-persist.json · Report an issue / request a re-scan
04

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-09-26ef7d4f0535e5CAUTIONB89first audit
05

Questions

What does the Session Persist skill do?

🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, federation, vector RAG integration, and native Claude Code / Codex / Hermes and many more Integrated

Is Session Persist safe to install?

With care. The audit graded it B (89/100) and found 4 things worth knowing before you trust this skill, listed below with the exact line each was found on.

What can Session Persist access on my machine?

The audit observed no filesystem, network or shell use at all in its source.

How current is this page?

The grade is for one exact copy of the source (ef7d4f0535e5), read on 2026-09-26. The repository is watched, and a new audit runs when it changes — this is the first audit.

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