Session PersistCAUTION
🌊 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
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
ef7d4f0535e5OBSERVED · 2026-09-26What 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
Trust audit
CAUTIONgrade B · trust 89/100 Install with care. The audit found things worth knowing before you trust its output.
| Layer | What it checks | Result |
|---|---|---|
| L0 | Provenance & inventory | WARN |
| L1 | Static analysis of the code | NA |
| L2 | Instruction surface (what it tells the agent) | PASS |
| L3 | Class-specific surface | PASS |
| L4 | Behavioural (sandbox) | SKIPPED |
What the source does
- Filesystem
- none-observed
- Network
- none-observed
- Shell
- none-observed
- Dependencies
- pinned
- Secrets in source
- none-found
Findings (4)
crates
plugin/agents
plugin/commands
plugin/skills
Gates applied: no_behavioural_pass.
ef7d4f0535e5full audit observations/trust-audit/skill/ruvnet__session-persist.json · Report an issue / request a re-scanAudit history
Every audit this skill has had.
| Date | Source | Verdict | Grade | Score | Change |
|---|---|---|---|---|---|
| 2026-09-26 | ef7d4f0535e5 | CAUTION | B | 89 | first audit |
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.