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video-analysis

Skill para analisar conteudo de video existente: baixar, extrair frames, transcrever audio e responder perguntas sobre o que acontece no video. Use quando precisar entender, resumir ou buscar informacao dentro de um video ja existente — nao para gerar video novo (isso e skill 27). Trigger em: "transcrever video", "transcrever esse video", "baixar video do youtube", "extrair frames do video", "extrair frames desse video", "legenda automatica", "resumir video", "resumir esse video", "analisar video", "analisar o conteudo desse video", "o que acontece nesse video", "whisper", "yt-dlp", "transcription video", "extract frames from this video".

69

Quality

87%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

73%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.

A well-structured, decision-focused skill body with an excellent conditional workflow and explicit per-step validation checkpoints. Its main weakness is actionability: the concrete commands for the skill's core operations (download, frame extraction, transcription) are deferred to external documentation not present in the bundle, leaving only the dependency-setup command executable as written.

Suggestions

Inline minimal copy-paste commands for the common path (yt-dlp subtitle download, keyframe and uniform ffmpeg extraction, a faster-whisper invocation) so the skill is executable without consulting the external guide — the scene-aware strategy in particular is non-obvious to compose.

Ship or verify the referenced files (scripts/setup-video-analysis.mjs, docs/skill-guides/video-analysis.md) inside the skill bundle; currently only SKILL.md exists, so the setup command and deferred command reference point at unverifiable paths.

Trim execution-neutral sections such as 'Fontes Externas' and the 'Governança Global' file listing to reclaim context tokens.

DimensionReasoningScore

Conciseness

The body is efficient and assumes Claude's competence — no basic concept explanations (ffmpeg, whisper, transcription) are present, and decision-relevant specifics like '~80 frames a 512px de largura ≈ 50-80k tokens de imagem' earn their tokens. Minor padding remains: 'Fontes Externas' credits and the 'Governança Global' file listing serve repo convention rather than task execution, keeping it below the lean 5 anchor.

4 / 5

Actionability

The only executable command is 'node scripts/setup-video-analysis.mjs' (plus '--check-only'); the core operations — yt-dlp download, ffmpeg frame extraction per strategy, faster-whisper invocation — are named but not shown, deferred to 'docs/skill-guides/video-analysis.md' which is not present in the bundle. Strategy parameters (caps of 50/100 frames, mono/16kHz preprocessing, GROQ_API_KEY/OPENAI_API_KEY fallback) are concrete, but the non-obvious executable details (e.g., the scene-aware scene-detection filter) are missing from what's provided, matching the 'concrete guidance but incomplete / missing key details' anchor rather than 'minor gaps'.

3 / 5

Workflow Clarity

'O Fluxo (3 passos, na ordem)' is a clearly sequenced conditional flow (subtitle first, frames only if visual question, transcription only without subtitle), and 'Checkpoint por passo: ler o resultado antes de avançar' adds explicit validation with feedback loops — bad auto-generated subtitle falls through to step 3, and a blurry/black frame loops back to step 1 with another download strategy. This matches the top anchor: clear sequence, explicit validation, error-recovery loops.

5 / 5

Progressive Disclosure

Good structure: lean sectioned overview with exactly one clearly signaled one-level-deep reference ('consultar docs/skill-guides/video-analysis.md apenas quando necessário') for the bulk command details. It falls short of a 5 because the referenced paths (scripts/setup-video-analysis.mjs, docs/skill-guides/video-analysis.md, GLOBAL.md, policies/*) are absent from the skill bundle, so the navigation they promise cannot be verified, and the transcription trade-off table plus anti-rationalization table sit inline where a reference file could carry them.

4 / 5

Total

16

/

20

Passed

Description

100%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.

An exemplary description: concrete multi-action capability statement, an explicit 'Use quando' clause, an unusually thorough bilingual trigger list with synonyms and tool names, and an explicit boundary against the video-generation skill. All four dimensions sit at the top anchors.

DimensionReasoningScore

Specificity

It lists multiple specific concrete actions — 'baixar, extrair frames, transcrever audio e responder perguntas sobre o que acontece no video' — covering the skill's full scope (download, frame extraction, transcription, Q&A), matching the comprehensive multi-action 5 anchor. Not 4: there are no coverage gaps within its stated niche (existing-video analysis); not below: nothing is vague or abstract.

5 / 5

Completeness

It explicitly answers both: what — 'analisar conteudo de video existente: baixar, extrair frames, transcrever audio e responder perguntas' — and when — 'Use quando precisar entender, resumir ou buscar informacao dentro de um video ja existente', reinforced by the explicit 'Trigger em:' phrase list. This is the top-anchor pattern of concrete what + explicit when + concrete trigger phrases; the 'Use quando' clause is present so no cap applies.

5 / 5

Trigger Term Quality

The trigger list is comprehensive with synonyms in two languages — 'transcrever video'/'transcrever esse video', 'resumir video'/'resumir esse video', 'analisar video'/'analisar o conteudo desse video', 'extract frames from this video' — plus natural tool names users actually say ('whisper', 'yt-dlp', 'legenda automatica'). Matches the 5 anchor's comprehensive coverage including synonyms; only file extensions like .mp4 are absent, which is marginal given URL-based usage dominates this domain.

5 / 5

Distinctiveness Conflict Risk

It carves a clear niche — analysis of existing video — and explicitly fences off the nearest competing skill: 'nao para gerar video novo (isso e skill 27)'. Triggers ('transcrever video', 'extrair frames desse video', 'o que acontece nesse video') are phrased for this skill specifically, giving minimal conflict risk, matching the clear-niche 5 anchor.

5 / 5

Total

20

/

20

Passed

Validation

81%

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

CriteriaDescriptionResult

allowed_tools_field

'allowed-tools' contains unusual tool name(s)

Warning

metadata_version

'metadata.version' is missing

Warning

referenced_paths_exist

Referenced path issues: 1 missing

Warning

Total

13

/

16

Passed

Repository

felvieira/claude-skills-fv

Path

skills/54-video-analysis/SKILL.md

Reviewed

Table of Contents

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