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video-editing

AI-assisted video editing workflows for cutting, structuring, and augmenting real footage. Covers the full pipeline from raw capture through FFmpeg, Remotion, ElevenLabs, fal.ai, and final polish in Descript or CapCut. Use when the user wants to edit video, cut footage, create vlogs, or build video content.

67

Quality

82%

Does it follow best practices?

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SecuritybySnyk

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SKILL.md
Quality
Evals
Security

Quality

Content

77%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 thorough, highly actionable pipeline skill with strong sequencing and validation guidance. Its main weaknesses are inlined reference material that could live in separate files and motivational prose that inflates the token budget.

Suggestions

Move the FFmpeg command catalog and the Remotion/ElevenLabs code into reference files under references/, leaving SKILL.md as an overview with one-line pointers.

Trim editorial lines like 'The value is not generation. The value is compression.' and 'This is where taste lives.' that restate the Core Thesis without adding actionable guidance.

Replace the abstract fal.ai generate(app_id: ...) snippet with a real, executable call signature or link to the fal-ai-media skill's reference.

DimensionReasoningScore

Conciseness

Mostly efficient with dense executable code, but motivational prose ('The value is compression', 'This is where taste lives', 'AI clears repetitive work. You make the final calls.') pads sections that could be tightened.

3 / 5

Actionability

Copy-paste-ready FFmpeg commands, a full Remotion composition, and executable ElevenLabs Python cover the common cases; only the fal.ai generate() snippet is mildly abstract.

5 / 5

Workflow Clarity

A clear 6-layer sequence is paired with an explicit validation paragraph (checkpoint save/verify before and after changes, API readback caveat, MIDI audition, native load/save) providing feedback loops for fragile operations.

5 / 5

Progressive Disclosure

Sections are well-headed and bundle READMEs are signaled via links, but large reference-worthy material (FFmpeg cheatsheet, Remotion composition, ElevenLabs script) is inlined rather than split into reference files; only the Fusion presets are bundled.

3 / 5

Total

16

/

20

Passed

Description

87%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.

A strong, third-person description that concretely names the pipeline tools and gives explicit 'Use when' triggers, cleanly distinguishing real-footage editing from generation. Minor room to add a few more action verbs and synonyms.

DimensionReasoningScore

Specificity

Names concrete actions ('cutting, structuring, and augmenting real footage') and a specific tool chain (FFmpeg, Remotion, ElevenLabs, fal.ai, Descript/CapCut), but the actions remain slightly abstract compared to a fully enumerated action list.

4 / 5

Completeness

Explicitly answers both what (the AI-assisted editing pipeline through named tools) and when ('Use when the user wants to edit video, cut footage, create vlogs, or build video content') with concrete trigger phrases.

5 / 5

Trigger Term Quality

'edit video, cut footage, create vlogs, or build video content' are natural user phrases with good coverage; common synonyms like 'trim' or 'splice' are missing, keeping it just below comprehensive.

4 / 5

Distinctiveness Conflict Risk

Clear niche (editing real footage, not generation) with distinct tool-specific triggers and minimal overlap risk against other skills.

5 / 5

Total

18

/

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.

Validation13 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

metadata_version

'metadata.version' is missing

Warning

relative_links

Relative link issues: 2 deeper-than-1-level

Warning

referenced_paths_exist

Referenced path issues: 2 deeper-than-1-level

Warning

Total

13

/

16

Passed

Repository
affaan-m/ECC
Reviewed

Table of Contents

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