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Channel capacity: mutual information v1.0.0
Use this resource to compute the mutual information and capacity of a channel
New
- 480 downloads
- 158 likes
- 224 saves
Free
Install with the CLI
In a terminal, from the folder you want:
npx --yes palatekit@latest install channel-capacity-mutual-informationWith no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.
First time: connect the CLI with
npx --yes palatekit@latest loginThe agent computes mutual information from entropies, describes the channel by its transition matrix, then looks for the input distribution that maximizes information. It uses SciPy for entropies and Z3 to check bounds. You get the capacity calculation and its justification.
Mostly picked by
Updated November 2, 2026
Previews
Details
- Install guides
- Generates with
- Your agent's model
- Licence
- MIT
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What you get
- SKILL.md: mutual information formulas, channel matrix and capacity maximization
- SKILL.md: SciPy commands (entropy, mutual information) and bound checks
Good fit for
- You need to size a binary communication channel
- You are studying the capacity of a noisy channel for a course
Not for
Tags
- information theory
- channel capacity
- entropy
- mutual information
About
You say
“What is the capacity of a binary symmetric channel with an error probability of 0.1?”
Skill published by parcadei under the MIT license, delivered in its original version.
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How to use it
- Install the skill in your agent's skills folder
- Ask your agent to compute the mutual information and capacity of a channel
- Review and adjust the result
Content preview
Files
- LICENSE1.1 KB
- NOTICE-PALATEKIT.md0.5 KB
- SKILL.md2.3 KB
Origin and licence
Listed unmodified
- Author
- parcadei
- Source
- github.com/parcadei/continuous-claude-v3/tree/d07ff4b06b62f43771bc0c927d0211b734d6149e/.claude/skills/math/information-theory/channel-capacity
- Licence
- MIT
Notice
« channel-capacity » (parcadei, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.
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