Agent Skill

Learn skill

learntigerless-labs/autoharnessskills/learn/SKILL.md

Use when users /learn, save, remember, or distill lessons.

11kMIT

always on

17 tokname + description

once used

217 tokSKILL.md body

bundled files

repo stars

11kGitHub

Install the Learn skill

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

npx skills add https://github.com/tigerless-labs/autoharness --skill learn

Claude Code, by hand (all projects)

git clone --depth 1 https://github.com/tigerless-labs/autoharness.git /tmp/autoharness
mkdir -p ~/.claude/skills
cp -R /tmp/autoharness/skills/learn ~/.claude/skills/learn

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.

When	What loads	Cost
Every session	Name and description	17 tok
When the agent uses it	The SKILL.md instructions	217 tok
Only if opened	No bundled files	—

Until it is used, learn costs about 80× less than the median MCP server we measured (1,362 tokens on every turn). 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.

Checked 2026-10-22 · method

What's inside

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

Learn: distill this session into the skill library