summarize

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

3.44x

Quality

80%

Does it follow best practices?

Impact

100%

3.44x

Average score across 3 eval scenarios

Securityby

Low

Low-risk findings worth noting

The canonical home for this skill is summarize in Hung-Reo/hungreo-openclaw

Quality

Content

100%Weight 40%Scale 1-5

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

The content is a tight, fully executable quick-start reference for the summarize CLI with well-organized sections and no unnecessary explanation. It scores maximally across all content dimensions for a simple, single-purpose skill.

Dimension	Reasoning	Score
Conciseness	The body is lean and efficient with no padding or explanation of concepts Claude already knows; every section (quick start, flags, keys, config) earns its place.	5 / 5
Actionability	Provides copy-paste ready, executable commands covering the common cases (URL, PDF, YouTube) plus concrete flag lists and exact environment variable names.	5 / 5
Workflow Clarity	This is a simple single-purpose CLI skill whose action is unambiguous, and the YouTube section even includes a lightweight decision branch (return a tight summary first, then ask which section to expand); no destructive or batch ops require validation.	5 / 5
Progressive Disclosure	No bundle files exist and none are needed; content is organized into clearly labeled sections with all material appropriately inline for a compact CLI skill, so navigation is trivial.	5 / 5
	Total	20 / 20 Passed

Description

61%Weight 40%Scale 1-5

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

The description states concrete capabilities and includes a strong natural trigger phrase, but lacks an explicit "Use when..." clause so its completeness is capped. It is reasonably distinct and specific but could list more actions and trigger variations.

Suggestions

Add an explicit "Use when..." clause (e.g., "Use when the user asks to summarize a URL, article, podcast, or video, or to transcribe a YouTube/video link") to raise completeness.

Expand the action list beyond summarize/extract (e.g., "summarize, extract transcripts, and pull text from URLs, podcasts, PDFs, and local files") for broader coverage.

Include common file extensions and synonyms (e.g., .pdf, .mp3, article, transcript) to strengthen trigger-term quality.

Dimension	Reasoning	Score
Specificity	"Summarize or extract text/transcripts" names 1-2 concrete actions across domains (URLs, podcasts, local files), but coverage is not comprehensive enough for a 4.	3 / 5
Completeness	The "what" is clear (summarize/extract text/transcripts from URLs, podcasts, files), but there is no explicit "Use when..." clause; the parenthetical YouTube fallback only weakly implies the trigger, which caps completeness at 3.	3 / 5
Trigger Term Quality	Includes natural phrases users say like "summarize" and the quoted "transcribe this YouTube/video", with good synonym coverage, though file extensions and a few common variants are missing.	4 / 5
Distinctiveness Conflict Risk	The transcript/YouTube/podcast niche plus the named summarize.sh tool make it mostly distinct with only minor overlap risk against generic summarization skills.	4 / 5
	Total	14 / 20 Passed

Validation

81%

Warnings & errors only

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 13 / 16 Passed

Validation for skill structure

Criteria	Description	Result
metadata_version	'metadata.version' is missing	Warning
metadata_field	'metadata' should map string keys to string values	Warning
frontmatter_unknown_keys	Unknown frontmatter key(s) found; consider removing or moving to metadata	Warning

	Total	13 / 16 Passed

Repository: trpc-group/trpc-agent-go
Path: openclaw/skills/summarize/SKILL.md
Commit: ba4a78e

Reviewed: 1 day ago

Table of Contents

Discovery Implementation Validation

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