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manim-composer

Trigger when: (1) User wants to create an educational/explainer video, (2) User has a vague concept they want visualized, (3) User mentions "3b1b style" or "explain like 3Blue1Brown", (4) User wants to plan a Manim video or animation sequence, (5) User asks to "compose" or "plan" a math/science visualization. Transforms vague video ideas into detailed scene-by-scene plans (scenes.md). Conducts research, asks clarifying questions about audience/scope/focus, and outputs comprehensive scene specifications ready for implementation with ManimCE or ManimGL. Use this BEFORE writing any Manim code. This skill plans the video; use manimce-best-practices or manimgl-best-practices for implementation.

Quality

87%

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

71%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 well-structured, actionable planning workflow with a strong inline template and clearly labeled reference files. Its main defects are a dead link to the nonexistent templates/scenes-template.md (with the template content duplicated inline instead), a somewhat generic style-principles section, and the absence of a final verification checkpoint for the produced scenes.md.

Suggestions

Fix the Templates section: either add the actual templates/scenes-template.md file to the bundle or remove the dead link and keep only the inline template.

Replace the inlined ~55-line scenes.md template with a condensed skeleton and point to the template file, reducing duplication between the body and the bundle.

Add a final validation step in Phase 3 (e.g., 'Review the completed scenes.md against the 3b1b Style Principles and confirm each scene states Purpose, Duration, and Technical Notes before finishing').

Trim or relocate the '3b1b Style Principles' section into a reference file, keeping only the non-obvious principles inline.

DimensionReasoningScore

Conciseness

The body is mostly lean — a phased workflow, targeted question lists, and a functional template — but the "3b1b Style Principles" section spends lines on general pedagogy Claude already knows ("Vary the pace - Mix quick sequences with slower explanations", "Acknowledge difficulty - 'This might seem confusing at first...'"). Matches anchor 4 ('Efficient; minor instances of over-explanation that could be trimmed'), not 5, since that section could be condensed or pushed to a reference file.

4 / 5

Actionability

For an instruction-only skill, guidance is concrete: an exact output file (scenes.md) with a full copy-paste-ready markdown template, specific clarifying-question categories, and named deliverables per phase. It falls short of anchor 5 only because the body gives no worked excerpt or calibration guidance (e.g., scene count/duration vs. target video length) — examples are delegated to references/scene-examples.md without any inline sample.

4 / 5

Workflow Clarity

The three phases (Understand → Clarify → Create scenes.md) are clearly sequenced, with a user feedback loop ("not all at once - adapt based on responses"). Not a destructive/batch operation, so no validation cap applies, but there is no explicit checkpoint verifying the scenes.md against the style principles before finishing — matching anchor 4 ('Clear sequence with most checkpoints present; minor validation gaps') rather than 5.

4 / 5

Progressive Disclosure

The three references/ files exist and are clearly signaled with one-line descriptions, but the body links to templates/scenes-template.md which does not exist in the bundle (no templates/ directory), a broken navigation path. Additionally the full scenes.md template (~55 lines) is inlined while a separate template file is supposedly provided, matching anchor 3's 'content that should be separate is inline' — the defects go beyond anchor 4's 'minor organization gaps'.

3 / 5

Total

15

/

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.

The description is exemplary: it states concrete capabilities with a named output artifact, provides an explicit five-condition trigger list with natural user phrasings and synonyms, and cleanly delineates its scope from the companion implementation skills. Both 'what' and 'when' are answered explicitly and concretely.

DimensionReasoningScore

Specificity

Multiple concrete actions are named — "Transforms vague video ideas into detailed scene-by-scene plans (scenes.md)", "Conducts research", "asks clarifying questions about audience/scope/focus", "outputs comprehensive scene specifications ready for implementation with ManimCE or ManimGL" — with a named output artifact and target tools. This matches the anchor 'Lists multiple specific concrete actions; comprehensive coverage'; score 4's 'minor gaps in coverage' would understate it since the planning workflow is fully enumerated.

5 / 5

Completeness

Explicitly answers 'what' ("Transforms vague video ideas into detailed scene-by-scene plans (scenes.md)...") and 'when' via a numbered five-item "Trigger when:" list with concrete trigger phrases. This is a direct match for the anchor 'Clearly and explicitly answers both what AND when with concrete trigger phrases'.

5 / 5

Trigger Term Quality

Natural phrases users would actually say are covered with synonyms: "educational/explainer video", "3b1b style" / "explain like 3Blue1Brown", "plan a Manim video or animation sequence", "compose" or "plan" a math/science visualization. Matches the anchor 'comprehensive coverage of natural terms including synonyms'; it is not score 4 because no common phrasing for requesting this skill is conspicuously missing.

5 / 5

Distinctiveness Conflict Risk

Clear niche (planning 3b1b-style math/science videos) with an explicit boundary against sibling skills: "This skill plans the video; use manimce-best-practices or manimgl-best-practices for implementation" and "Use this BEFORE writing any Manim code". Matches 'Clear niche with distinct triggers; minimal conflict risk'.

5 / 5

Total

20

/

20

Passed

Validation

93%

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

Validation — 15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

relative_links

Relative link issues: 1 missing

Warning

Total

15

/

16

Passed

Repository

calesthio/OpenMontage

Path

.agents/skills/manim-composer/SKILL.md

Reviewed

Table of Contents

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