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Agent Skill

Channel Capacity skill

channel-capacityparcadei/Continuous-Claude-v3.claude/skills/math/information-theory/channel-capacity/SKILL.md

Problem-solving strategies for channel capacity in information theory

3.9kMIT

always on

13 tokname + description

once used

677 tokSKILL.md body

bundled files

0

repo stars

3.9kGitHub

Install the Channel Capacity skill

Skills CLI (Claude Code, Codex, Cursor and others)

npx skills add https://github.com/parcadei/Continuous-Claude-v3 --skill channel-capacity

Claude Code, by hand (all projects)

git clone --depth 1 https://github.com/parcadei/Continuous-Claude-v3.git /tmp/Continuous-Claude-v3
mkdir -p ~/.claude/skills
cp -R /tmp/Continuous-Claude-v3/.claude/skills/math/information-theory/channel-capacity ~/.claude/skills/channel-capacity

For one project only, copy the folder into .claude/skills/ in that project instead. The agent picks it up when a task matches its description.

What it costs your context

Agent Skills load in three steps. Tokens counted with the o200k tokenizer; your model's count will differ a little.

WhenWhat loadsCost
Every sessionName and description13 tok
When the agent uses itThe SKILL.md instructions677 tok
Only if openedNo bundled files—

Until it is used, channel-capacity costs about 105× less than the median MCP server we measured (1,363 tokens on every turn). Installing all 150 skills from parcadei/Continuous-Claude-v3 would load 2,175 tokens of descriptions. Skills vs MCP study

Checks

Our checks found nothing to flag: it follows the Agent Skills specification's naming and size guidelines and doesn't pipe downloads into a shell.

Pre-approved tools (allowed-tools): Bash, Read. The agent can use these without asking while the skill is active.

Checked 2026-10-22 · method

What's inside

The headings of its SKILL.md. Read the full file on GitHub.

  • Channel Capacity
  • When to Use
  • Decision Tree
  • Tool Commands
  • ScipyMutualInfo
  • SympyBscCapacity
  • Z3CapacityBound
  • Key Techniques
  • Cognitive Tools Reference

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