#742 by GitHub stars

adithya-s-k/manim_skill

Agent skills for Manim to create 3Blue1Brown style animations.

History

Review weekly changes to SKILL.md before updating. Dates mark the weeks in which we observed each version; checks apply to the recorded commits.

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`skills/manim-composer/SKILL.md`

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`skills/manimce-best-practices/SKILL.md`

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`skills/manimgl-best-practices/SKILL.md`

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View on GitHub Add to my skills

Verified commit cef045011722d285692e3381d12d4d637da56e18

1.3kGitHub stars

35stars in 7 days

3skills in this repository

0commits in 30 days

Heat

6.1

Star growth, last 7 daysAhead of 94% of tracked repositories
Star growth, last 24 hoursAhead of 94% of tracked repositories
Rank movement, last 7 daysAhead of 44% of tracked repositories
Commits, last 30 daysAhead of 0% of tracked repositories
Accounts asking about it through MCP, last 7 daysNot available
Hot votes this weekAhead of 0% of tracked repositories

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Individual skills in this repository

manim-composer skills/manim-composer
manimce-best-practices skills/manimce-best-practices
manimgl-best-practices skills/manimgl-best-practices

How it works

Choose a skill

manim-composer

When your agent uses it

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.

What it loads into context

Frontmatter

183 tokens

Always available to the agent

SKILL.md

1,090 tokens

When the skill is activated

Reference documents

4,336 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

Workflow
3b1b Style Principles
References
Templates

Files

SKILL.mdcore4,700 bytes
references/narrative-patterns.mddoc3,535 bytes
references/scene-examples.mddoc5,526 bytes
references/visual-techniques.mddoc5,599 bytes
templates/scenes-template.mddoc3,454 bytes

Read SKILL.md


## Workflow

### Phase 1: Understand the Concept

1. **Research the topic** deeply before asking questions
   - Use web search to understand the core concepts
   - Identify the key insights that make this topic interesting
   - Find the "aha moment" - what makes this click for learners
   - Note common misconceptions to address

2. **Identify the narrative hook**
   - What question does this video answer?
   - Why should the viewer care?
   - What's the surprising or counterintuitive element?

View the complete source on GitHub

manimce-best-practices

When your agent uses it

Trigger when: (1) User mentions "manim" or "Manim Community" or "ManimCE", (2) Code contains `from manim import *`, (3) User runs `manim` CLI commands, (4) Working with Scene, MathTex, Create(), or ManimCE-specific classes. Best practices for Manim Community Edition - the community-maintained Python animation engine. Covers Scene structure, animations, LaTeX/MathTex, 3D with ThreeDScene, camera control, styling, and CLI usage. NOT for ManimGL/3b1b version (which uses `manimlib` imports and `manimgl` CLI).

What it loads into context

Frontmatter

157 tokens

Always available to the agent

SKILL.md

1,567 tokens

When the skill is activated

Reference documents

26,693 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

How to use
Working Examples
Scene Templates
Quick Reference

Scripts executed separately

examples/3d_visualization.py
examples/attention/__init__.py
examples/attention/helpers.py
examples/attention/scenes.py
examples/basic_animations.py
examples/graph_plotting.py
examples/lorenz_attractor.py
examples/math_visualization.py
examples/updater_patterns.py
templates/basic_scene.py
templates/camera_scene.py
templates/threed_scene.py

Files

LICENSE.txtdoc1,100 bytes
SKILL.mdcore5,926 bytes
SKILL.mdcore5,926 bytes
SKILL.mdcore5,926 bytes
SKILL.mdcore5,926 bytes
SKILL.mdcore5,926 bytes
SKILL.mdcore5,926 bytes
examples/3d_visualization.pyruns10,016 bytes
examples/attention/__init__.pyruns75 bytes
examples/attention/helpers.pyruns14,489 bytes
examples/attention/scenes.pyruns27,073 bytes
examples/basic_animations.pyruns5,818 bytes
examples/graph_plotting.pyruns10,318 bytes
examples/lorenz_attractor.pyruns5,056 bytes
examples/math_visualization.pyruns8,589 bytes
examples/updater_patterns.pyruns10,005 bytes
rules/3d.mddoc6,068 bytes
rules/animation-groups.mddoc5,272 bytes
rules/animations.mddoc3,043 bytes
rules/axes.mddoc4,807 bytes
rules/camera.mddoc4,901 bytes
rules/cli.mddoc4,073 bytes
rules/colors.mddoc4,872 bytes
rules/config.mddoc4,523 bytes
rules/creation-animations.mddoc3,321 bytes
rules/graphing.mddoc5,434 bytes
rules/grouping.mddoc4,750 bytes
rules/latex.mddoc4,451 bytes
rules/lines.mddoc4,927 bytes
rules/mobjects.mddoc2,913 bytes
rules/positioning.mddoc4,909 bytes
rules/scenes.mddoc2,392 bytes
rules/shapes.mddoc6,194 bytes
rules/styling.mddoc4,286 bytes
rules/text-animations.mddoc5,041 bytes
rules/text.mddoc3,949 bytes
rules/timing.mddoc4,048 bytes
rules/transform-animations.mddoc4,044 bytes
rules/updaters.mddoc5,309 bytes
templates/basic_scene.pyruns1,688 bytes
templates/camera_scene.pyruns2,937 bytes
templates/threed_scene.pyruns4,127 bytes

Read SKILL.md


## How to use

Read individual rule files for detailed explanations and code examples:

### Core Concepts
- [rules/scenes.md](rules/scenes.md) - Scene structure, construct method, and scene types
- [rules/mobjects.md](rules/mobjects.md) - Mobject types, VMobject, Groups, and positioning
- [rules/animations.md](rules/animations.md) - Animation classes, playing animations, and timing

### Creation & Transformation
- [rules/creation-animations.md](rules/creation-animations.md) - Create, Write, FadeIn, DrawBorderThenFill
- [rules/transform-animations.md](rules/transform-animations.md) - Transform, ReplacementTransform, morphing
- [rules/animation-groups.md](rules/animation-groups.md) - AnimationGroup, LaggedStart, Succession

View the complete source on GitHub

manimgl-best-practices

When your agent uses it

Trigger when: (1) User mentions "manimgl" or "ManimGL" or "3b1b manim", (2) Code contains `from manimlib import *`, (3) User runs `manimgl` CLI commands, (4) Working with InteractiveScene, self.frame, self.embed(), ShowCreation(), or ManimGL-specific patterns. Best practices for ManimGL (Grant Sanderson's 3Blue1Brown version) - OpenGL-based animation engine with interactive development. Covers InteractiveScene, Tex with t2c, camera frame control, interactive mode (-se flag), 3D rendering, and checkpoint_paste() workflow. NOT for Manim Community Edition (which uses `manim` imports and `manim` CLI).

What it loads into context

Frontmatter

175 tokens

Always available to the agent

SKILL.md

2,005 tokens

When the skill is activated

Reference documents

38,294 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

How to use
Working Examples
Scene Templates
Quick Reference
License & Attribution

Scripts executed separately

examples/attention_arcs_animation.py
examples/attention_pattern_dots.py
examples/attention_scenes.py
examples/attention_softmax_masking.py
examples/autoregressive_flow.py
examples/basic_multihead.py
examples/bloch_sphere_3d.py
examples/block_collision_basic.py
examples/blocks_3d.py
examples/collision_phase_space.py
examples/complex_s_plane.py
examples/cost_function.py
examples/cube_projection_3d.py
examples/damped_solutions_splane.py
examples/dot_product_visualization.py
examples/double_slit_interference.py
examples/eigenvalue_equations.py
examples/eigenvector_flow_field.py
examples/eigenvector_matrix_transformation.py
examples/elastic_collision_vectors.py
examples/embedding_matrix.py
examples/equation_transforms.py
examples/exponential_derivative.py
examples/fibonacci_eigenvalues.py
examples/gradient_descent_basic.py
examples/hexagon_cube_correspondence.py
examples/integration_visualization.py
examples/laplace_integral.py
examples/light_polarization.py
examples/linear_regression.py
examples/llm_prediction_pipeline.py
examples/lorenz_attractor.py
examples/lozenge_tiling.py
examples/max_random_process.py
examples/mlp_forward_pass.py
examples/mlp_network_icon.py
examples/mlp_neuron_activation.py
examples/mlp_neurons_flow.py
examples/mlp_relu_visualization.py
examples/mlp_vector_space.py
examples/mlp_weight_matrix.py
examples/multi_head_attention.py
examples/network_block_flow.py
examples/neural_network_basic.py
examples/parallax_starfield.py
examples/probability_distribution.py
examples/probability_output.py
examples/quantum_gates.py
examples/qubit_state_vector.py
examples/query_key_dot_products.py
examples/query_key_space_mapping.py
examples/radial_wave_visualization.py
examples/rotating_exponentials.py
examples/semantic_similarity.py
examples/simple_test.py
examples/softmax_visualization.py
examples/solve_damped_ode.py
examples/spring_mass_system.py
examples/sqrt_random_process.py
examples/superposition_effect.py
examples/three_d_surfaces.py
examples/three_d_vector_space.py
examples/token_embeddings_flow.py
examples/token_probability_distribution.py
examples/token_sampling.py
examples/token_to_embedding.py
examples/tokenization_demo.py
examples/transit_animation.py
examples/value_matrix_transform.py
examples/vector_fields.py
examples/wave_amplitude_visualization.py
examples/weight_matrix_product.py
examples/weights_vs_data.py
examples/word_vector_analogy.py
examples/zone_plate_hologram.py
templates/3d_scene.py
templates/basic_scene.py
templates/interactive_scene.py
templates/math_scene.py

Files

LICENSE.txtdoc1,495 bytes
SKILL.mdcore7,439 bytes
SKILL.mdcore7,439 bytes
SKILL.mdcore7,439 bytes
SKILL.mdcore7,439 bytes
SKILL.mdcore7,439 bytes
SKILL.mdcore7,439 bytes
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SKILL.mdcore7,439 bytes
SKILL.mdcore7,439 bytes
SKILL.mdcore7,439 bytes
SKILL.mdcore7,439 bytes
examples/attention_arcs_animation.pyruns8,306 bytes
examples/attention_pattern_dots.pyruns4,412 bytes
examples/attention_scenes.pyruns34,737 bytes
examples/attention_softmax_masking.pyruns3,767 bytes
examples/autoregressive_flow.pyruns7,209 bytes
examples/basic_multihead.pyruns5,136 bytes
examples/bloch_sphere_3d.pyruns7,102 bytes
examples/block_collision_basic.pyruns5,578 bytes
examples/blocks_3d.pyruns7,364 bytes
examples/collision_phase_space.pyruns10,252 bytes
examples/complex_s_plane.pyruns9,995 bytes
examples/cost_function.pyruns4,012 bytes
examples/cube_projection_3d.pyruns6,473 bytes
examples/damped_solutions_splane.pyruns9,465 bytes
examples/dot_product_visualization.pyruns5,624 bytes
examples/double_slit_interference.pyruns11,352 bytes
examples/eigenvalue_equations.pyruns7,382 bytes
examples/eigenvector_flow_field.pyruns6,662 bytes
examples/eigenvector_matrix_transformation.pyruns6,308 bytes
examples/elastic_collision_vectors.pyruns10,702 bytes
examples/embedding_matrix.pyruns5,655 bytes
examples/equation_transforms.pyruns10,228 bytes
examples/exponential_derivative.pyruns8,372 bytes
examples/fibonacci_eigenvalues.pyruns6,037 bytes
examples/gradient_descent_basic.pyruns6,923 bytes
examples/hexagon_cube_correspondence.pyruns2,855 bytes
examples/integration_visualization.pyruns7,097 bytes
examples/laplace_integral.pyruns9,510 bytes
examples/light_polarization.pyruns11,465 bytes
examples/linear_regression.pyruns3,921 bytes
examples/llm_prediction_pipeline.pyruns9,568 bytes
examples/lorenz_attractor.pyruns5,432 bytes
examples/lozenge_tiling.pyruns3,252 bytes
examples/max_random_process.pyruns5,981 bytes
examples/mlp_forward_pass.pyruns8,882 bytes
examples/mlp_network_icon.pyruns3,309 bytes
examples/mlp_neuron_activation.pyruns7,837 bytes
examples/mlp_neurons_flow.pyruns10,331 bytes
examples/mlp_relu_visualization.pyruns5,419 bytes
examples/mlp_vector_space.pyruns8,758 bytes
examples/mlp_weight_matrix.pyruns8,690 bytes
examples/multi_head_attention.pyruns8,537 bytes
examples/network_block_flow.pyruns8,629 bytes
examples/neural_network_basic.pyruns4,413 bytes
examples/parallax_starfield.pyruns6,473 bytes
examples/probability_distribution.pyruns12,444 bytes
examples/probability_output.pyruns12,364 bytes
examples/quantum_gates.pyruns8,870 bytes
examples/qubit_state_vector.pyruns6,193 bytes
examples/query_key_dot_products.pyruns4,289 bytes
examples/query_key_space_mapping.pyruns6,428 bytes
examples/radial_wave_visualization.pyruns7,830 bytes
examples/rotating_exponentials.pyruns9,540 bytes
examples/semantic_similarity.pyruns5,944 bytes
examples/simple_test.pyruns1,890 bytes
examples/softmax_visualization.pyruns4,962 bytes
examples/solve_damped_ode.pyruns9,291 bytes
examples/spring_mass_system.pyruns9,859 bytes
examples/sqrt_random_process.pyruns4,959 bytes
examples/superposition_effect.pyruns9,220 bytes
examples/three_d_surfaces.pyruns6,597 bytes
examples/three_d_vector_space.pyruns3,418 bytes
examples/token_embeddings_flow.pyruns6,046 bytes
examples/token_probability_distribution.pyruns6,622 bytes
examples/token_sampling.pyruns6,203 bytes
examples/token_to_embedding.pyruns8,300 bytes
examples/tokenization_demo.pyruns6,101 bytes
examples/transit_animation.pyruns6,390 bytes
examples/value_matrix_transform.pyruns7,162 bytes
examples/vector_fields.pyruns7,658 bytes
examples/wave_amplitude_visualization.pyruns13,136 bytes
examples/weight_matrix_product.pyruns5,861 bytes
examples/weights_vs_data.pyruns6,633 bytes
examples/word_vector_analogy.pyruns5,716 bytes
examples/zone_plate_hologram.pyruns11,755 bytes
references/equation_transforms.mddoc2,542 bytes
references/integration_visualization.mddoc2,312 bytes
references/parallax_starfield.mddoc4,531 bytes
references/rotating_exponentials.mddoc2,591 bytes
references/spring_mass_system.mddoc3,022 bytes
references/three_d_surfaces.mddoc2,582 bytes
references/transit_animation.mddoc2,356 bytes
references/vector_fields.mddoc2,653 bytes
rules/3d.mddoc8,342 bytes
rules/animation-groups.mddoc10,150 bytes
rules/animations.mddoc3,890 bytes
rules/camera.mddoc10,465 bytes
rules/cli.mddoc8,270 bytes
rules/colors.mddoc8,253 bytes
rules/config.mddoc8,487 bytes
rules/creation-animations.mddoc8,398 bytes
rules/embedding.mddoc10,298 bytes
rules/frame.mddoc3,485 bytes
rules/interactive.mddoc3,231 bytes
rules/mobjects.mddoc3,671 bytes
rules/scenes.mddoc2,328 bytes
rules/styling.mddoc9,373 bytes
rules/t2c.mddoc5,946 bytes
rules/tex.mddoc3,009 bytes
rules/text.mddoc5,254 bytes
rules/transform-animations.mddoc10,226 bytes
templates/3d_scene.pyruns6,696 bytes
templates/basic_scene.pyruns3,488 bytes
templates/interactive_scene.pyruns1,746 bytes
templates/math_scene.pyruns8,333 bytes

Read SKILL.md


## How to use

Read individual rule files for detailed explanations and code examples:

### Core Concepts
- [rules/scenes.md](rules/scenes.md) - InteractiveScene, Scene types, and construct method
- [rules/mobjects.md](rules/mobjects.md) - Mobject types, VMobject, Groups, and positioning
- [rules/animations.md](rules/animations.md) - Animation classes, playing animations, and timing

### Creation & Transformation
- [rules/creation-animations.md](rules/creation-animations.md) - ShowCreation, Write, FadeIn, DrawBorderThenFill
- [rules/transform-animations.md](rules/transform-animations.md) - Transform, ReplacementTransform, TransformMatchingTex
- [rules/animation-groups.md](rules/animation-groups.md) - LaggedStart, Succession, AnimationGroup

View the complete source on GitHub

Skills included

manim-composer
manimce-best-practices
manimgl-best-practices

Repository facts

License: MIT
Created: Jan 22, 2026
Last pushed: Jan 23, 2026
Forks: 102
Open issues: 0
Project activity: Slowing

Rank over the last 12 weeks

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Before you install

Network or broad shell

Automated signals, not a guarantee

Checked Nov 3, 2026

Not fully analyzed: some files were too long, unreadable or missing. This never lowers the level.

Show 15 notes

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No broad tool permissions
No dangerous shell commands
13 network referencesin 4 files: manimgl-best-practices/LICENSE.txt:6 manimgl-best-practices/rules/3d.md:188 manimgl-best-practices/templates/3d_scene.py:207 and 1 more
No hidden or obfuscated text
No instruction overrides
91 executable scriptsin 91 files: manimce-best-practices/examples/3d_visualization.py:1 manimce-best-practices/examples/attention/__init__.py:1 manimce-best-practices/examples/attention/helpers.py:1 and 88 more
No access to secrets
No requests to vote in Hot

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`skills/manimce-best-practices/examples/attention/init.py`

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`skills/manimgl-best-practices/LICENSE.txt`

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This work is adapted from and inspired by the 3Blue1Brown video repository: https://github.com/3b1b/videos

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```
https://github.com/3b1b/videos
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Full license text: https://creativecommons.org/licenses/by-nc-sa/4.0/legalcode

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The example code in this skill is adapted from 3Blue1Brown's video code repository (https://github.com/3b1b/videos), which is licensed under CC BY-NC-SA 4.0.

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repository (https://github.com/3b1b/videos), which is licensed under

`skills/manimgl-best-practices/SKILL.md`

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This skill contains example code adapted from [3Blue1Brown's video repository](https://github.com/3b1b/videos) by Grant Sanderson.

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**License:** [CC BY-NC-SA 4.0](https://creativecommons.org/licenses/by-nc-sa/4.0/)

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`skills/manimgl-best-practices/examples/attention_softmax_masking.py`

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`skills/manimgl-best-practices/examples/solve_damped_ode.py`

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`skills/manimgl-best-practices/examples/spring_mass_system.py`

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`skills/manimgl-best-practices/examples/sqrt_random_process.py`

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`skills/manimgl-best-practices/examples/superposition_effect.py`

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`skills/manimgl-best-practices/examples/three_d_surfaces.py`

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`skills/manimgl-best-practices/examples/token_embeddings_flow.py`

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`skills/manimgl-best-practices/examples/tokenization_demo.py`

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`skills/manimgl-best-practices/examples/transit_animation.py`

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`skills/manimgl-best-practices/examples/value_matrix_transform.py`

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`skills/manimgl-best-practices/examples/vector_fields.py`

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`skills/manimgl-best-practices/examples/wave_amplitude_visualization.py`

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`skills/manimgl-best-practices/examples/weight_matrix_product.py`

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`skills/manimgl-best-practices/examples/weights_vs_data.py`

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`skills/manimgl-best-practices/examples/word_vector_analogy.py`

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`skills/manimgl-best-practices/examples/zone_plate_hologram.py`

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`skills/manimgl-best-practices/rules/3d.md`

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textured_earth = TexturedSurface(     earth,     "https://upload.wikimedia.org/wikipedia/commons/thumb/4/4d/Whole_world_-_land_and_oceans.jpg/1280px-Whole_world_-_land_and_oceans.jpg"

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earth,     "https://upload.wikimedia.org/wikipedia/commons/thumb/4/4d/Whole_world_-_land_and_oceans.jpg/1280px-Whole_world_-_land_and_oceans.jpg" )

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"https://upload.wikimedia.org/wikipedia/commons/thumb/4/4d/Whole_world_-_land_and_oceans.jpg/1280px-Whole_world_-_land_and_oceans.jpg"

`skills/manimgl-best-practices/templates/3d_scene.py`

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textured_sphere = TexturedSurface(             sphere,             "https://upload.wikimedia.org/wikipedia/commons/thumb/4/4d/Whole_world_-_land_and_oceans.jpg/1280px-Whole_world_-_land_and_oceans.jpg"

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sphere,             "https://upload.wikimedia.org/wikipedia/commons/thumb/4/4d/Whole_world_-_land_and_oceans.jpg/1280px-Whole_world_-_land_and_oceans.jpg"         )

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"https://upload.wikimedia.org/wikipedia/commons/thumb/4/4d/Whole_world_-_land_and_oceans.jpg/1280px-Whole_world_-_land_and_oceans.jpg"

`skills/manimgl-best-practices/templates/basic_scene.py`

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`skills/manimgl-best-practices/templates/interactive_scene.py`

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`skills/manimgl-best-practices/templates/math_scene.py`

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How the signals fit together

Facts from a static read of the files at the pinned commit. They describe what the code does, not why.

Some files could not be read; the facts below still hold.

No combined signals at this commit.

Works with

Agent compatibility, from the files in this repository
Agent	Status	Evidence	Install to
Claude Code	Compatible	Standard SKILL.md skills/manim-composer/SKILL.md	`.claude/skills/<skill-name>/`
Codex	Compatible	Standard SKILL.md skills/manim-composer/SKILL.md	`.agents/skills/<skill-name>/`
Cursor	Compatible	Standard SKILL.md skills/manim-composer/SKILL.md	`.cursor/skills/<skill-name>/`
Gemini CLI	Compatible	Standard SKILL.md skills/manim-composer/SKILL.md	`.gemini/skills/<skill-name>/`
GitHub Copilot	Compatible	Standard SKILL.md skills/manim-composer/SKILL.md	`.github/skills/<skill-name>/`
OpenCode	Compatible	Standard SKILL.md skills/manim-composer/SKILL.md	`.opencode/skills/<skill-name>/`

Native The repository ships a manifest, folder or frontmatter field for this agent.
Compatible A standard SKILL.md that this agent can read.
Unknown No evidence either way.

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manim-composer

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manimgl-best-practices

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Before you install

skills/manimce-best-practices/examples/3d_visualization.py

skills/manimce-best-practices/examples/attention/__init__.py

skills/manimce-best-practices/examples/attention/helpers.py

skills/manimce-best-practices/examples/attention/scenes.py

skills/manimce-best-practices/examples/basic_animations.py

skills/manimce-best-practices/examples/graph_plotting.py

skills/manimce-best-practices/examples/lorenz_attractor.py

skills/manimce-best-practices/examples/math_visualization.py

skills/manimce-best-practices/examples/updater_patterns.py

skills/manimce-best-practices/templates/basic_scene.py

skills/manimce-best-practices/templates/camera_scene.py

skills/manimce-best-practices/templates/threed_scene.py

skills/manimgl-best-practices/LICENSE.txt

skills/manimgl-best-practices/SKILL.md

skills/manimgl-best-practices/examples/attention_arcs_animation.py

skills/manimgl-best-practices/examples/attention_pattern_dots.py

skills/manimgl-best-practices/examples/attention_scenes.py

skills/manimgl-best-practices/examples/attention_softmax_masking.py

skills/manimgl-best-practices/examples/autoregressive_flow.py

skills/manimgl-best-practices/examples/basic_multihead.py

skills/manimgl-best-practices/examples/bloch_sphere_3d.py

skills/manimgl-best-practices/examples/block_collision_basic.py

skills/manimgl-best-practices/examples/blocks_3d.py

skills/manimgl-best-practices/examples/collision_phase_space.py

skills/manimgl-best-practices/examples/complex_s_plane.py

skills/manimgl-best-practices/examples/cost_function.py

skills/manimgl-best-practices/examples/cube_projection_3d.py

skills/manimgl-best-practices/examples/damped_solutions_splane.py

skills/manimgl-best-practices/examples/dot_product_visualization.py

skills/manimgl-best-practices/examples/double_slit_interference.py

skills/manimgl-best-practices/examples/eigenvalue_equations.py

skills/manimgl-best-practices/examples/eigenvector_flow_field.py

skills/manimgl-best-practices/examples/eigenvector_matrix_transformation.py

skills/manimgl-best-practices/examples/elastic_collision_vectors.py

skills/manimgl-best-practices/examples/embedding_matrix.py

skills/manimgl-best-practices/examples/equation_transforms.py

skills/manimgl-best-practices/examples/exponential_derivative.py

skills/manimgl-best-practices/examples/fibonacci_eigenvalues.py

skills/manimgl-best-practices/examples/gradient_descent_basic.py

skills/manimgl-best-practices/examples/hexagon_cube_correspondence.py

skills/manimgl-best-practices/examples/integration_visualization.py

skills/manimgl-best-practices/examples/laplace_integral.py

skills/manimgl-best-practices/examples/light_polarization.py

skills/manimgl-best-practices/examples/linear_regression.py

skills/manimgl-best-practices/examples/llm_prediction_pipeline.py

skills/manimgl-best-practices/examples/lorenz_attractor.py

`skills/manim-composer/SKILL.md`

`skills/manimce-best-practices/SKILL.md`

`skills/manimgl-best-practices/SKILL.md`

`skills/manimce-best-practices/examples/3d_visualization.py`

`skills/manimce-best-practices/examples/attention/init.py`

`skills/manimce-best-practices/examples/attention/helpers.py`

`skills/manimce-best-practices/examples/attention/scenes.py`

`skills/manimce-best-practices/examples/basic_animations.py`

`skills/manimce-best-practices/examples/graph_plotting.py`

`skills/manimce-best-practices/examples/lorenz_attractor.py`

`skills/manimce-best-practices/examples/math_visualization.py`

`skills/manimce-best-practices/examples/updater_patterns.py`

`skills/manimce-best-practices/templates/basic_scene.py`

`skills/manimce-best-practices/templates/camera_scene.py`

`skills/manimce-best-practices/templates/threed_scene.py`

`skills/manimgl-best-practices/LICENSE.txt`

`skills/manimgl-best-practices/SKILL.md`

`skills/manimgl-best-practices/examples/attention_arcs_animation.py`

`skills/manimgl-best-practices/examples/attention_pattern_dots.py`

`skills/manimgl-best-practices/examples/attention_scenes.py`

`skills/manimgl-best-practices/examples/attention_softmax_masking.py`

`skills/manimgl-best-practices/examples/autoregressive_flow.py`

`skills/manimgl-best-practices/examples/basic_multihead.py`

`skills/manimgl-best-practices/examples/bloch_sphere_3d.py`

`skills/manimgl-best-practices/examples/block_collision_basic.py`

`skills/manimgl-best-practices/examples/blocks_3d.py`

`skills/manimgl-best-practices/examples/collision_phase_space.py`

`skills/manimgl-best-practices/examples/complex_s_plane.py`

`skills/manimgl-best-practices/examples/cost_function.py`

`skills/manimgl-best-practices/examples/cube_projection_3d.py`

`skills/manimgl-best-practices/examples/damped_solutions_splane.py`

`skills/manimgl-best-practices/examples/dot_product_visualization.py`

`skills/manimgl-best-practices/examples/double_slit_interference.py`

`skills/manimgl-best-practices/examples/eigenvalue_equations.py`

`skills/manimgl-best-practices/examples/eigenvector_flow_field.py`

`skills/manimgl-best-practices/examples/eigenvector_matrix_transformation.py`

`skills/manimgl-best-practices/examples/elastic_collision_vectors.py`

`skills/manimgl-best-practices/examples/embedding_matrix.py`

`skills/manimgl-best-practices/examples/equation_transforms.py`

`skills/manimgl-best-practices/examples/exponential_derivative.py`

`skills/manimgl-best-practices/examples/fibonacci_eigenvalues.py`

`skills/manimgl-best-practices/examples/gradient_descent_basic.py`

`skills/manimgl-best-practices/examples/hexagon_cube_correspondence.py`

`skills/manimgl-best-practices/examples/integration_visualization.py`

`skills/manimgl-best-practices/examples/laplace_integral.py`

`skills/manimgl-best-practices/examples/light_polarization.py`

`skills/manimgl-best-practices/examples/linear_regression.py`

`skills/manimgl-best-practices/examples/llm_prediction_pipeline.py`

`skills/manimgl-best-practices/examples/lorenz_attractor.py`

`skills/manimgl-best-practices/examples/lozenge_tiling.py`

`skills/manimgl-best-practices/examples/max_random_process.py`

`skills/manimgl-best-practices/examples/mlp_forward_pass.py`

`skills/manimgl-best-practices/examples/mlp_network_icon.py`

`skills/manimgl-best-practices/examples/mlp_neuron_activation.py`

`skills/manimgl-best-practices/examples/mlp_neurons_flow.py`

`skills/manimgl-best-practices/examples/mlp_relu_visualization.py`

`skills/manimgl-best-practices/examples/mlp_vector_space.py`

`skills/manimgl-best-practices/examples/mlp_weight_matrix.py`

`skills/manimgl-best-practices/examples/multi_head_attention.py`

`skills/manimgl-best-practices/examples/network_block_flow.py`

`skills/manimgl-best-practices/examples/neural_network_basic.py`

`skills/manimgl-best-practices/examples/parallax_starfield.py`

`skills/manimgl-best-practices/examples/probability_distribution.py`

`skills/manimgl-best-practices/examples/probability_output.py`

`skills/manimgl-best-practices/examples/quantum_gates.py`

`skills/manimgl-best-practices/examples/qubit_state_vector.py`

`skills/manimgl-best-practices/examples/query_key_dot_products.py`

`skills/manimgl-best-practices/examples/query_key_space_mapping.py`

`skills/manimgl-best-practices/examples/radial_wave_visualization.py`

`skills/manimgl-best-practices/examples/rotating_exponentials.py`

`skills/manimgl-best-practices/examples/semantic_similarity.py`

`skills/manimgl-best-practices/examples/simple_test.py`

`skills/manimgl-best-practices/examples/softmax_visualization.py`

`skills/manimgl-best-practices/examples/solve_damped_ode.py`

`skills/manimgl-best-practices/examples/spring_mass_system.py`

`skills/manimgl-best-practices/examples/sqrt_random_process.py`

`skills/manimgl-best-practices/examples/superposition_effect.py`

`skills/manimgl-best-practices/examples/three_d_surfaces.py`

`skills/manimgl-best-practices/examples/three_d_vector_space.py`

`skills/manimgl-best-practices/examples/token_embeddings_flow.py`