Atlas / Skills / ruvnet / Browser Replay

Browser ReplayCAUTION

skills/ruvnet/browser-replay

🌊 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
73,227
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 · 2026-09-25
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: browser-replay
description: Replay a recorded session trajectory against the same URL or a mutated variant; uses browser-selectors embedding similarity to recover from DOM drift
argument-hint: "<session-id> [--url <new-url>] [--mutate <json>] [--tolerance <0..1>]"
allowed-tools: mcp__plugin_ruflo-core_ruflo__browser_open mcp__plugin_ruflo-core_ruflo__browser_close mcp__plugin_ruflo-core_ruflo__browser_click mcp__plugin_ruflo-core_ruflo__browser_fill mcp__plugin_ruflo-core_ruflo__browser_type mcp__plugin_ruflo-core_ruflo__browser_press mcp__plugin_ruflo-core_ruflo__browser_select mcp__plugin_ruflo-core_ruflo__browser_check mcp__plugin_ruflo-core_ruflo__browser_uncheck mcp__plugin_ruflo-core_ruflo__browser_hover mcp__plugin_ruflo-core_ruflo__browser_wait mcp__plugin_ruflo-core_ruflo__browser_screenshot mcp__plugin_ruflo-core_ruflo__browser_snapshot mcp__plugin_ruflo-core_ruflo__browser_eval Bash Read
---

# Browser Replay

Re-drive a recorded session trajectory. Used for regression testing, deterministic re-runs, and as the verification path that `browser-record` plus `browser-selectors` actually produces something replayable.

> **This skill is the load-bearing assumption of the v0.2.0 architecture.** ADR-0001 Verification §4 requires ≥80% replay success across 10 distinct sites of varying drift profiles before the proposal moves from `Proposed` → `Accepted`. If you find replay unreliable, capture the failure modes in `findings.md` and report them up the ADR.

## When to use

- Regression-testing a UI flow after a deploy.
- Reproducing a bug captured in a prior session.
- Comparing two runs of the same flow for `browser-screenshot-diff`.
- Forking a session (`/ruflo-browser fork`) and replaying the parent before mutating.

## Steps

1. **Locate the source session**:
   ```bash
   npx -y [email protected] rvf status <session-id>.rvf
   ```
2. **Load the trajectory**:
   ```bash
   Read .../trajectory.ndjson
   ```
   Each line is `{ts, action, args, selector, result}`.
3. **Open a fresh browser** via `mcp__plugin_ruflo-core_ruflo__browser_open` (target URL = original or `--url` override).
4. **For each trajectory step**, dispatch the matching MCP tool (`browser_click`, `browser_fill`, `browser_eval`, etc.) with the recorded args.
5. **On selector miss**, do *not* fail immediately — query the `browser-selectors` namespace for an embedding-similar selector for the same `<host>:<intent>` and retry once:
   ```bash
   npx -y @claude-flow/cli@latest memory search --namespace browser-selectors \
     --query "<host> <intent>" --limit 5
   ```
6. **Record a new trajectory** for the replay run (allocate a fresh RVF container, lineage-tracked via `rvf derive`).
7. **Verdict**: tally matched-step / total-step ratio. Default tolerance threshold is 0.85 (configurable via `--tolerance`). Verdict goes into `findings.md`.

## Caveats

- Browserbase explicitly does not offer replay (rrweb session replay was deprecated). We're betting on selector-embedding recovery; expect noise on heavily drifted sites.
- Network nondeterminism (timing, content variation) can produce false-fail verdicts. Use `--mutate` to inject expected variation or pin to a fixture.
- For visual diff, chain into `browser-screenshot-diff` against the parent session id.
- If selector recovery requires more than one retry per step, log it. That's the signal that the site needs a re-record, not a replay.
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 2026-09-25 · audit v0.4.1 · source sha ef7d4f0535e5full audit observations/trust-audit/skill/ruvnet__browser-replay.json · Report an issue / request a re-scan
04

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-09-25ef7d4f0535e5CAUTIONB89first audit
05

Questions

What does the Browser Replay 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 Browser Replay 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 Browser Replay 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 2026-09-25. The repository is watched, and a new audit runs when it changes — this is the first audit.

Advertisement