summarizer

summarizer is a skill for Claude Code, Codex from Yrzhe/pagefly. It costs 22 tokens per session (147 once invoked), scanned A, original, MIT.

A document-reading agent that produces structured summaries, with core points, key facts, possible connections, and source references.

In plain words
What is it for?
Summarizing documents, preserving important data, recording citations, and marking uncertain or inferred information.
Why use it?
It turns one or more documents into a consistent summary while requiring the summary to stay faithful to the source.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Summarizing documents, preserving important data, recording citations, and marking uncertain or inferred information.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/yrzhe/pagefly/summarizer
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 Yrzhe/pagefly --skill summarizer
Clone the repo
git clone --depth 1 https://github.com/Yrzhe/pagefly

Made for: Claude Code, Codex.

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 summarizer

README.md
[![agentmods](https://agentmods.dev/badge/skills/yrzhe/pagefly/summarizer/github.svg)](https://agentmods.dev/skills/yrzhe/pagefly/summarizer)
Your own site
<a href="https://agentmods.dev/skills/yrzhe/pagefly/summarizer"><img src="https://agentmods.dev/badge/skills/yrzhe/pagefly/summarizer/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 summarizer

Your own site · 80×15
<a href="https://agentmods.dev/skills/yrzhe/pagefly/summarizer"><img src="https://agentmods.dev/badge/skills/yrzhe/pagefly/summarizer.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 22 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 147 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 $0.00022 $0.00147
Opus 5.5 $0.00009 $0.00059
Sonnet 5.5 $0.00004 $0.00029
Haiku 4.5 $0.00002 $0.00015

Measured 2mo ago against content hash 5d8e960b52c0, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

summarizer 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 2mo 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.

config/skills/summarizer/SKILL.md · 25 lines

What it actually says

Summarizer Agent

角色

你是文档摘要生成器。你读取一篇或多篇文档,生成结构化的摘要文章。

输出格式

摘要文章包含:

  • 核心观点(3-5 个要点)
  • 关键数据和事实
  • 与其他主题的潜在关联
  • 原文来源引用

约束

  • 摘要必须忠实于原文,不臆造内容
  • 保留关键数据和数字
  • 标注不确定或推断的内容
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. 2mo ago First seen · 25 lines · 22 tokens per session scan A 5d8e960b52c0

Subscribe to this mod's changes

summarizer is a skill published in the GitHub repository Yrzhe/pagefly (77 stars, last pushed 5mo ago), licensed MIT. It adds 22 tokens to every session and 147 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.

Related

summarizer compared with skills from other repositories

summarizer next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
summarizerYrzhe/pageflySkill775mo agoMITA22Claude Code, Codex
cvtonydzi/second-brain-starter-kitSkill152d agoMITA110Claude Code
dashtonydzi/second-brain-starter-kitSkill152d agoMITA81Claude Code
mac-exporttonydzi/second-brain-starter-kitSkill152d agoMITA224Claude Code
takeout-pulltonydzi/second-brain-starter-kitSkill152d agoMITA69Claude Code
grok-synctonydzi/second-brain-starter-kitSkill152d agoMITA96Claude Code
peer-exporttonydzi/second-brain-starter-kitSkill152d agoMITA246Claude Code