session-review

session-review is a skill for Claude Code from reatlat/fullstory-claude-plugin. It costs 28 tokens per session (943 once invoked), scanned A, original, MIT.

A tool for reviewing FullStory session recordings, which show how a person used an application. It can inspect screenshots, page changes, event summaries, and the page's component structure.

In plain words
What is it for?
It helps review a customer-provided session, trace a user's journey, compare two moments on a page, and check whether a UI change behaved correctly.
Why use it?
It helps investigate bugs and unexpected behavior that are difficult to reproduce from a written report alone.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the fullstory-claude-plugin plugin — 46 skills, 3 agents, 1 MCP server shipped together

Good fit It helps review a customer-provided session, trace a user's journey, compare two moments on a page, and check whether a UI change behaved correctly.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/reatlat/fullstory-claude-plugin/session-review
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add reatlat/fullstory-claude-plugin --skill session-review
Clone the repo
git clone --depth 1 https://github.com/reatlat/fullstory-claude-plugin

Made for: Claude Code.

Or install fullstory-claude-plugin, the plugin that ships this one along with the rest of its 46 skills, 3 agents, 1 MCP server.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for session-review

README.md
[![agentmods](https://agentmods.dev/badge/skills/reatlat/fullstory-claude-plugin/session-review/github.svg)](https://agentmods.dev/skills/reatlat/fullstory-claude-plugin/session-review)
Your own site
<a href="https://agentmods.dev/skills/reatlat/fullstory-claude-plugin/session-review"><img src="https://agentmods.dev/badge/skills/reatlat/fullstory-claude-plugin/session-review/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for session-review

Your own site · 80×15
<a href="https://agentmods.dev/skills/reatlat/fullstory-claude-plugin/session-review"><img src="https://agentmods.dev/badge/skills/reatlat/fullstory-claude-plugin/session-review.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 28 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 943 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00028 $0.00943
Opus 5 $0.00014 $0.00472
Sonnet 5 $0.00006 $0.00189
Haiku 4.5 $0.00003 $0.00094

Measured 11d ago against content hash 256e1a9736ed, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

session-review scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 11d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/session-review/SKILL.md · 103 lines

How it starts

The opening of the file, as written. The whole thing — 103 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Session Review

Review Fullstory sessions to understand what happened — whether diagnosing a customer-reported bug or validating UI changes during development.

When to Use

  • User reports a bug and provides a session URL
  • Investigating an error or unexpected behavior
  • Understanding user flow through the application
  • Debugging issues that are hard to reproduce
  • Validating UI changes locally after testing

MCP Tools

The tools follow this pattern:

fullstory:session_open → (fullstory:session_view | fullstory:session_diff)* → fullstory:session_close

For a single quick look, call these directly. For multi-moment visual inspection (multiple screenshots/diffs per session, or visual checks across many sessions), delegate to the session-replay agent — screenshots are large and pollute the main context fast.

  1. fullstory:session_open: Pass session_url. Returns event summaries and a client_id.
  2. fullstory:session_view: Screenshot + component tree at a timestamp. Sequential calls with increasing timestamps are faster.
  3. fullstory:session_diff: Highlights changes between two timestamps within a page.
  4. fullstory:session_close: Always call when done to free resources.

Workflow

1. Open the Session

fullstory:session_open(session_url="https://app.fullstory.com/ui/<org>/session/:<id>")

Returns: event summaries (navigation, clicks, errors, custom events) and client_id.

2. Identify Key Moments

Scan event summaries for:

  • Page navigations — entry points into different views
  • Click events — user interactions with buttons, links, forms
  • Error events — console errors, network failures, renderer errors
  • Rage clicks / mouse thrash — signs of UX friction
  • Custom events — application-specific telemetry

3. Visual Inspection

At each key moment:

fullstory:session_view(client_id="<...>", page_id="<...>", timestamp=<...>)

Check for:

  • Layout correctness (elements positioned properly)
  • Content rendering (text, images, icons present)
  • Responsive behavior (no overflow, proper sizing)
  • Empty/loading states handled

Read the full file on GitHub · 103 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 11d ago First seen · 103 lines · 28 tokens per session scan A 256e1a9736ed

Subscribe to this mod's changes

session-review is a skill published in the GitHub repository reatlat/fullstory-claude-plugin (62 stars, last pushed 29d ago), licensed MIT. It adds 28 tokens to every session and 943 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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