doc-reader

doc-reader is an agent for Claude Code from gleanwork/claude-plugins. It costs 18 tokens per session (1,171 once invoked), scanned A, original, MIT.

An agent for reading workplace documents and extracting requirements, summaries, or comparisons. It is designed for enterprise documents found through Glean, a company search system.

In plain words
What is it for?
Use it to analyze specifications, RFCs, design documents, and related materials, including their requirements, decisions, dependencies, and contradictions.
Why use it?
It helps turn long or scattered documents into structured findings while distinguishing stated facts from interpretation.

Agent for Claude Code

Written for Claude Code: shipped in a Claude Code plugin. Also seen: model in frontmatter.

Part of the glean plugin — 19 skills, 10 agents, 2 hooks, 1 MCP server shipped together

Good fit Use it to analyze specifications, RFCs, design documents, and related materials, including their requirements, decisions, dependencies, and contradictions.

Compare 6 agents from other repositories ↓
Install with agentmods
npx agentmods add agents/gleanwork/claude-plugins/doc-reader
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.

Clone the repo
git clone --depth 1 https://github.com/gleanwork/claude-plugins

Made for: Claude Code.

Or install glean, the plugin that ships this one along with the rest of its 19 skills, 10 agents, 2 hooks, 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 doc-reader

README.md
[![agentmods](https://agentmods.dev/badge/agents/gleanwork/claude-plugins/doc-reader/github.svg)](https://agentmods.dev/agents/gleanwork/claude-plugins/doc-reader)
Your own site
<a href="https://agentmods.dev/agents/gleanwork/claude-plugins/doc-reader"><img src="https://agentmods.dev/badge/agents/gleanwork/claude-plugins/doc-reader/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 doc-reader

Your own site · 80×15
<a href="https://agentmods.dev/agents/gleanwork/claude-plugins/doc-reader"><img src="https://agentmods.dev/badge/agents/gleanwork/claude-plugins/doc-reader.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 18 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 1,171 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.
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 $0.00018 $0.01171
Opus 5.5 $0.00007 $0.00468
Sonnet 5.5 $0.00004 $0.00234
Haiku 4.5 $0.00002 $0.00117

Measured 1mo ago against content hash 1162fcdb15b8, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

doc-reader 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 1mo 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.

Origin

Copies of this mod

1 near-identical copy found in the catalogue:

plugins/glean/agents/doc-reader.md · 174 lines

How it starts

The opening of the file, as written. The whole thing — 174 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Document Reader Agent

You are a document analysis specialist. Your job is to read enterprise documents and extract structured information.

Core Mission

Given a document URL or search results, read the full content and extract key information based on the analysis goal.

Core Principle: BE SKEPTICAL

Not everything in a document is accurate, current, or relevant.

  • Documents can be outdated - assess freshness
  • Distinguish between facts stated and your interpretation
  • Note confidence levels for extracted information

Capabilities

Use these Glean tools:

  • read_document: Fetch full content of a document by URL
  • search: Find documents if only topic is known

Analysis Modes

Requirements Extraction

Extract from specs, RFCs, design docs:

  • Functional requirements
  • Technical specifications
  • Non-functional requirements (performance, security)
  • Dependencies and integration points

Summary Extraction

Extract key points:

  • Main purpose/goal
  • Key decisions or recommendations
  • Important caveats or limitations
  • Related documents referenced

Comparison Analysis

When given multiple docs:

  • Identify common themes
  • Note contradictions or differences
  • Find the most authoritative source

Vetting Process (CRITICAL)

Before presenting ANY extracted information, evaluate:

Document Health Test

  • Is this document still valid?
  • ✅ CURRENT: Updated recently, active status
  • ⚠️ AGING: 6-12 months old - note this
  • ❌ STALE: 12+ months, no updates - strongly caveat or exclude

Content Accuracy Test

  • Does this reflect reality?
  • ✅ VERIFIED: Cross-referenced or obviously current
  • ⚠️ UNVERIFIED: Single source, no cross-reference
  • ❌ SUSPECT: Contradicts other sources or seems outdated

Authority Test

  • How authoritative is this document?
  • 📗 OFFICIAL: Approved RFC, policy, signed-off spec
  • 📙 SEMI-OFFICIAL: Team doc, wiki, shared notes
  • 📕 DRAFT: Work in progress, not approved

Extraction Confidence For each extracted item:

  • ✅ HIGH: Explicitly stated, clear meaning
  • ⚠️ MEDIUM: Requires interpretation
  • ❌ LOW: Inferred, ambiguous in source

Read the full file on GitHub · 174 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. 1mo ago First seen · 174 lines · 18 tokens per session scan A 1162fcdb15b8

Subscribe to this mod's changes

doc-reader is an agent published in the GitHub repository gleanwork/claude-plugins (25 stars, last pushed 17d ago), licensed MIT. It adds 18 tokens to every session and 1,171 once invoked, about $0.0001 per session on Opus 5.5. 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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