Individual skill

dspy-bootstrap-fewshot

Use for BootstrapFewShot, bootstrapped demonstrations, teacher-model demos, and low-data DSPy prompt optimization.

skills/dspy-bootstrap-fewshot/SKILL.md

Read pinned source

Source commit f5db3b7b1fe35b3ff5328b3216165e0853e6c884

What was checked

Matches the observed repository HEAD
Yes
Scanner rules are current
Yes
Repository scan complete
No
Skill scan complete
No
Observed behavior
Local scripts
Last checked
Nov 11, 2026

These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.

Install this skill

Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.

An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.

Repository context

Repository stars (not skill ratings)
124
Repository last updated
Jun 23, 2026
License
MIT

Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.

Files and excerpt

File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.

Browse files
Read excerpt

# DSPy Bootstrap Few-Shot Optimizer

## Goal

Automatically generate and select optimal few-shot demonstrations for your DSPy program using a teacher model.

## When to Use

- You have **10-50 labeled examples**
- Manual example selection is tedious or suboptimal
- You want demonstrations with reasoning traces
- Quick optimization without extensive compute

## Related Skills
Back to top