summarize

Summarize or extract text/transcripts from URLs, podcasts, and local files (great fallback for “transcribe this YouTube/video”).

Install with Tessl CLI

npx tessl i github:Hung-Reo/hungreo-openclaw --skill summarize

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Review — 76%

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Validation — 8 / 11 Passed

Validation for skill structure

SKILL.md

Review

Evals

Evaluation results

100%

60%

Content Research Pipeline: Video Archive Processing

YouTube transcript and summary extraction

Criteria

Without context

With context

Correct CLI tool

100%

YouTube flag present

100%

Extract-only flag for transcript mode

100%

Large transcript handling

100%

Correct model reference

100%

API key env var

100%

Summary vs transcript modes

100%

No yt-dlp dependency

100%

Without context: $0.3326 · 1m 48s · 17 turns · 23 in / 6,601 out tokens

With context: $0.3627 · 1m 26s · 19 turns · 530 in / 5,136 out tokens

100%

83%

Automated News Digest: Multi-Source Article Aggregator

Batch URL processing with structured output

Criteria

Without context

With context

Correct CLI tool

100%

JSON output flag

100%

Length control flag

100%

Firecrawl fallback

100%

Firecrawl env var

100%

API key env var

100%

Model flag syntax

100%

Output directory structure

100%

Processes multiple URLs

100%

Without context: $0.4989 · 2m 42s · 19 turns · 24 in / 10,040 out tokens

With context: $0.3007 · 1m 17s · 16 turns · 21 in / 4,536 out tokens

100%

70%

Onboarding Setup: Summarize Tool Configuration for a New Team Member

Tool configuration and provider setup

Criteria

Without context

With context

Config file location

100%

Config file JSON format

100%

Model uses provider prefix

100%

OpenAI env var

100%

Anthropic env var

100%

Google env var

100%

xAI env var

100%

Firecrawl token

100%

Apify token

100%

No invented env vars

46%

100%

Without context: $0.7978 · 2m 58s · 32 turns · 34 in / 10,629 out tokens

With context: $0.3617 · 1m 19s · 20 turns · 25 in / 4,650 out tokens

Evaluated: about 12 hours ago
Agent: Claude Code

Table of Contents

Content Research Pipeline: Video Archive Processing Automated News Digest: Multi-Source Article Aggregator Onboarding Setup: Summarize Tool Configuration for a New Team Member

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