# janestreet/agent_skills

> A collection of skills for AI agents and chatbots from Jane Street: each skill is a directory with a SKILL.md file containing instructions. The first skill, socratic-tutor, turns an LLM into a strict personal tutor that teaches a chosen topic using the Socratic method.

- Magnitude: 8.5 out of 10 — Breakout
- Stars: 2,407 total · +335 stars measured 2026-11-10, 00:26–05:22 UTC, ≈ 1,561 by evening
- Star trust: star growth looks organic
- Category: AI agents · License: MIT · Created: 2026-11-03 · Last push: 2026-11-03
- GitHub: https://github.com/janestreet/agent_skills · Page: https://gitnova.dev/en/r/janestreet/agent_skills

## Useful for

- Copy a skill directory into a coding agent's skills folder and ask it to teach a topic
- Paste the SKILL.md body into a plain chatbot's system prompt to enable tutor mode
- Study the SKILL.md structure as a template for writing your own agent skills

## Why it’s here

- Star-counter measurements on 2026-11-10 (UTC), 00:26–05:22: 2072 → 2407 stars (+335). This is the change over that interval.
- Estimated end-of-day forecast: about +1,561 stars, using observed gains and the previous day.
- Over the last two days the pace is 421× that of the previous 5 days.
- The repository is 7 days old and already has 2,407 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
- Top new repositories this month: #68.
- About 102 forks a day — people are taking the code.

## Star trust

Star growth looks organic.

Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer.

## Numbers

- Forks: 140
- Issues and pull requests: 1
- Watchers: 9
- Average over the last week: 569 per day
- Usual pace: too little history (under two weeks)
- Stars in the last hour (measured): 61

## Stars per day, last 8 days (oldest → newest, today is partial)

2026-11-03 … 2026-11-10: 0, 0, 4, 14, 1, 769, 1636, 335

## Magnitude by day, last 2 days

11-09 8.3, 11-10 8.5

## Spotted in now

- Top new repositories this month: #68

## Similar by description

1. **Andreas698/glm-5.3-uncensored** — 0.0 · Quiet · AI agents · Python · Not enough measurements today
   A collection of 35 jailbreak and system-prompt files for GLM 5.3 and other LLMs, plus a guide to RouterHub API access covering GPT, Claude, DeepSeek, Qwen and Grok.
   Full card: https://gitnova.dev/en/r/Andreas698/glm-5.3-uncensored.md

---

Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score.
Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast.
Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself.
Data as of 2026-11-10 05:32 UTC, updated every 30 minutes.