summarize

summarize is a skill for Claude Code from SerhiiKorniienko/bullshit-detector. It costs 74 tokens per session (417 once invoked), scanned A, original, MIT.

A structured summarization tool for videos, articles, social-media threads, and PDFs. It produces a short overview, key points with locations such as timestamps or page numbers, selected quotes, and audience guidance.

In plain words
What is it for?
Use it to summarize a link or file, extract the main argument, list the important points, quote notable passages, and judge who should read or watch the full source.
Why use it?
Long content takes time to read or watch, and a bare summary can hide where important details appear. This gives a compact account while preserving places to check in the original.

Skill for Claude Code

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

Part of the bullshit-detector plugin — 7 skills, 1 agent shipped together

Good fit Use it to summarize a link or file, extract the main argument, list the important points, quote notable passages, and judge who should read or watch the full source.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/serhiikorniienko/bullshit-detector/summarize
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 SerhiiKorniienko/bullshit-detector --skill summarize
Clone the repo
git clone --depth 1 https://github.com/SerhiiKorniienko/bullshit-detector

Made for: Claude Code.

Or install bullshit-detector, the plugin that ships this one along with the rest of its 7 skills, 1 agent.

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 summarize

README.md
[![agentmods](https://agentmods.dev/badge/skills/serhiikorniienko/bullshit-detector/summarize/github.svg)](https://agentmods.dev/skills/serhiikorniienko/bullshit-detector/summarize)
Your own site
<a href="https://agentmods.dev/skills/serhiikorniienko/bullshit-detector/summarize"><img src="https://agentmods.dev/badge/skills/serhiikorniienko/bullshit-detector/summarize/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 summarize

Your own site · 80×15
<a href="https://agentmods.dev/skills/serhiikorniienko/bullshit-detector/summarize"><img src="https://agentmods.dev/badge/skills/serhiikorniienko/bullshit-detector/summarize.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 74 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 417 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 $0.00074 $0.00417
Opus 5 $0.00037 $0.00209
Sonnet 5 $0.00015 $0.00083
Haiku 4.5 $0.00007 $0.00042

Measured 11d ago against content hash b7cbcadddd00, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

summarize 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/analysis/summarize/SKILL.md · 40 lines

What it actually says

summarize

Give someone the content without the runtime.

Workflow

  1. Get the text. If the input is a URL and the fetch-content skill is installed, use its script; otherwise use your web fetch tool or ask for a paste. Keep the metadata.
  2. Read fully, then write:
# <title>
**<author> · <platform> · <date> · <duration/length> · <views if notable>**

**TLDR:** one paragraph, ≤3 sentences — the actual thesis, not the topic.

## Key points
Bulleted. Each point = one idea, with [timestamp] or [p.N] so the
reader can jump to it. Preserve the content's own structure (if it
promises "14 ways", list all 14 — compressed, not truncated).

## Notable quotes
1–3 verbatim quotes that carry the content's voice, with locations.

## Worth your time?
One honest sentence per audience: who gains from the full version,
who is fine with this summary.

Rules

  • Summarize what the content says, not what you think of it (that's the bullshit-detector skill — mention it if the content smells hyped, don't perform its job here).
  • Numbers, names, and claims must come from the content verbatim — no rounding, no "improving".
  • If the content is listicle-shaped, the summary must contain the complete list. Never "...and 9 more ways".
  • Scale length to source: a tweet gets 3 lines, a 3-hour podcast gets a full page.
Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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 · 40 lines · 74 tokens per session scan A b7cbcadddd00

Subscribe to this mod's changes

summarize is a skill published in the GitHub repository SerhiiKorniienko/bullshit-detector (142 stars, last pushed 8d ago), licensed MIT. It adds 74 tokens to every session and 417 once invoked, about $0.0004 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.