takeaways

takeaways is a skill for Claude Code from nortonx/ai-tooling-free. It costs 52 tokens per session (788 once invoked), scanned A, original, MIT.

A workflow for extracting conclusions from YouTube videos, Instagram content, or long written material. It groups findings by ratings or advantages and disadvantages, then gives a direct verdict tied to the title or central question.

In plain words
What is it for?
Use it to summarize product reviews, comparisons, debates, and other content when you need the key findings and final conclusion.
Why use it?
It turns lengthy content into a quick comparison and resolves teaser or clickbait framing into a clear answer.

Skill for Claude Code

Written for Claude Code: argument-hint in frontmatter.

Good fit Use it to summarize product reviews, comparisons, debates, and other content when you need the key findings and final conclusion.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/nortonx/ai-tooling-free/takeaways
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 nortonx/ai-tooling-free --skill takeaways
Clone the repo
git clone --depth 1 https://github.com/nortonx/ai-tooling-free

Made for: Claude Code.

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 takeaways

README.md
[![agentmods](https://agentmods.dev/badge/skills/nortonx/ai-tooling-free/takeaways/github.svg)](https://agentmods.dev/skills/nortonx/ai-tooling-free/takeaways)
Your own site
<a href="https://agentmods.dev/skills/nortonx/ai-tooling-free/takeaways"><img src="https://agentmods.dev/badge/skills/nortonx/ai-tooling-free/takeaways/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 takeaways

Your own site · 80×15
<a href="https://agentmods.dev/skills/nortonx/ai-tooling-free/takeaways"><img src="https://agentmods.dev/badge/skills/nortonx/ai-tooling-free/takeaways.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 52 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 788 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 $0.00052 $0.00788
Opus 5.5 $0.00021 $0.00315
Sonnet 5.5 $0.00010 $0.00158
Haiku 4.5 $0.00005 $0.00079

Measured 1mo ago against content hash fe73b6bf17f2, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

takeaways 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.

skills/takeaways/SKILL.md · 82 lines

How it starts

The opening of the file, as written. The whole thing — 82 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Arguments

<url | text>

  • Required. A URL to a video, social post, or article, OR raw text/transcript content.
  • Examples: /takeaways https://www.youtube.com/watch?v=example, /takeaways <pasted transcript>

Copilot CLI note: $ARGUMENTS does not substitute in skills; include the argument inline in your prompt.

Extract Takeaways: $ARGUMENTS

Extract the core conclusions, pros, cons, and answers from long-form content, video transcripts, or social posts. Always resolve clickbait titles up front by delivering a direct, unambiguous verdict.

Step 1: Input Resolution

Check the content provided in $ARGUMENTS:

  1. Raw text or pasted transcript: proceed directly to Step 2.
  2. URL (YouTube, Instagram, article, podcast):
    • If runtime browsing or fetching tools are available, attempt to retrieve page content or transcript.
    • If external tools are unavailable, if scraping is blocked by captchas/auth, or if no captions are extractable, stop and ask the user:

      "Could not extract transcript automatically from <url>. Please paste the transcript, subtitles, or article text to continue."

  3. Empty or missing argument: stop and prompt:

    "Usage: /takeaways <url | text>. Please provide a URL or paste the content to analyze."

Step 2: Identify Core Premise and Title Question

Identify the central question, debate, or promise in the title or opening framing (for example: "Is framework X worth learning?", "Tool A vs Tool B", "Does technique Y really work?").

Step 3: Group Findings and Key Points

Synthesize the content into clear categories:

  • Primary claims and evidence presented
  • Concrete pros and cons
  • Product, tool, or methodology comparisons
  • Benchmark numbers, pricing, or measurable results

Step 4: Output Template

Read the full file on GitHub · 82 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 Changed · +61 lines · +7 tokens per session fe73b6bf17f2
  2. 1mo ago First seen · 21 lines · 45 tokens per session scan A 41adbb009ce3

Subscribe to this mod's changes

takeaways is a skill published in the GitHub repository nortonx/ai-tooling-free (1 stars, last pushed 18d ago), licensed MIT. It adds 52 tokens to every session and 788 once invoked, about $0.0002 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 2026-08-31.

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