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Agent Skill

Ship Learn Next skill

ship-learn-nextsoftaworks/agent-toolkitskills/ship-learn-next/SKILL.md

Transform learning content (like YouTube transcripts, articles, tutorials) into actionable implementation plans using the Ship-Learn-Next framework. Use when user wants to turn advice, lessons, or educational content into concrete action steps, reps, or a learning quest.

2.6kMIT

always on

56 tokname + description

once used

2,267 tokSKILL.md body

bundled files

17 KB

repo stars

2.6kGitHub

Install the Ship Learn Next skill

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

npx skills add https://github.com/softaworks/agent-toolkit --skill ship-learn-next

Claude Code, by hand (all projects)

git clone --depth 1 https://github.com/softaworks/agent-toolkit.git /tmp/agent-toolkit
mkdir -p ~/.claude/skills
cp -R /tmp/agent-toolkit/skills/ship-learn-next ~/.claude/skills/ship-learn-next

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 description56 tok
When the agent uses itThe SKILL.md instructions2,267 tok
Only if opened1 bundled files (7 KB)varies

Until it is used, ship-learn-next costs about 24× less than the median MCP server we measured (1,363 tokens on every turn). Installing all 43 skills from softaworks/agent-toolkit would load 2,462 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): Read, Write. 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.

  • Ship-Learn-Next Action Planner
  • When to Use This Skill
  • Core Framework: Ship-Learn-Next
  • How This Skill Works
  • Step 1: Read the Content
  • Step 2: Extract Core Lessons
  • Step 3: Define the Quest
  • Step 4: Design Rep 1 (The First Iteration)
  • Step 5: Create the Rep Plan
  • Step 6: Map Future Reps (2-5)
  • Step 7: Connect to Content
  • Conversation Style
  • What NOT to Do
  • Key Phrases to Use
  • Example Output Structure
  • Processing Different Content Types
  • YouTube Transcripts
  • Articles/Tutorials
  • Course Notes
  • Success Metrics
  • Saving the Plan
  • Filename Convention
  • What to Save
  • After Creating the Plan

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