summarize

SkillFiles & storage

Produce a structured summary of a video, article, tweet thread, or PDF — TLDR, key points with timestamps/locations, notable quotes, and who should read/watch it. Use when the user asks to summarize a link or file, wants a TLDR, or asks "what does this video/article say" / "is this worth watching".

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the summarize skill

What this skill tells your AI

The instructions your AI receives, as published by serhiikorniienko/bullshit-detector in skills/analysis/summarize/SKILL.md and read by ahel’s review.

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.

Signals

GitHub stars
142
Forks
10
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
summarize-serhiikorniienko
Source
github.com/serhiikorniienko/bullshit-detector