# aeroscissorz/learnlance

> A tool that intercepts code written by AI coding agents (Claude Code, Cursor, Copilot, etc.) and uses an LLM to extract transferable concepts into a personal knowledge graph. Helps developers learn from what agents generate.

- Magnitude: 0.0 out of 10 — Quiet
- Stars: 5 total · +0 stars on 2026-09-30 (UTC), ≈ 0 by evening
- Star trust: star growth looks organic
- Category: Learning & lists · Language: Python · License: MIT · Created: 2026-08-21 · Last push: 2026-09-17
- GitHub: https://github.com/aeroscissorz/learnlance · Page: https://gitnova.dev/en/r/aeroscissorz/learnlance

## Useful for

- Run learnlance setup to wire agent hooks and auto-capture concepts from written code
- Open learnlance show to explore the interactive graph of learned concepts
- Add a missed topic with learnlance add, searching the current directory

## Why it’s here

- The repository is 40 days old and already has 5 stars.
- Hacker News: “Show HN: I built my own knowledge graph from the code AI writes” — 8 points, 16 days ago.

## 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: 3
- Issues and pull requests: 24
- Watchers: 0
- Average over the last week: 0 per day
- Usual pace: 0 per day

## Stars per day, last 30 days (oldest → newest, today is partial)

2026-09-30 … 2026-10-29: None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None

## Magnitude by day, last 14 days

09-17 0.4, 09-18 0.6, 09-19 0.6, 09-20 0.2, 09-21 0.2, 09-22 0.2, 09-23 0.1, 09-24 0.1, 09-25 0.1, 09-26 0.1, 09-27 0.1, 09-28 0.1, 09-29 0.0, 09-30 0.0

## Hacker News

- Show HN: I built my own knowledge graph from the code AI writes — 8 points, 4 comments: https://news.ycombinator.com/item?id=49684835

---

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 2026-09-30 14:35 UTC, updated every 30 minutes.