EgoAlpha/prompt-in-context-learning
Awesome resources for in-context learning and prompt engineering: Mastery of the LLMs such as ChatGPT, GPT-3, and FlanT5, with up-to-date and cutting-edge updates.
2.2k stars · 191 forks · Jupyter Notebook
This repo isn't software code, so code checks are limited.
Caution
Caution: one person wrote most commits, and no one has committed by hand in 90 days.
Why
- One person wrote 78% of human commits in the last year, and no human has committed in the last 90 days. The repository holds mostly documentation, data or model files, so inactivity matters less than for a code library. (source 1, source 2)
What would change this
- A human commit in the last 90 days, or a second person taking a large share of commits.
Maintenance
CompleteSlowing
- Human commits, 30 days
- 0
- Human commits, 90 days
- 0
- Human commits, 365 days
- 77
- Bot share of commits, 365 days
- 0%
- Last commit
- May 29, 2026 (4 months ago)
- Last human commit
- May 29, 2026 (4 months ago)
- Authors, 90 days
- 0
- Last release
- none found
- Median PR merge time
- n/a
Responsiveness: of 0 recent issues, n/a got a maintainer reply. Median first response: n/a.
- Only 0 recent issues can be checked for a response, too few to measure response time.
Sources: Commits, Releases, Merged pull requests, Issues
People
Complete- Owner
- Personal account
- Commits sampled
- 77 since Oct 15, 2025
- Authors for half of commits
- 1
- Authors for 80% of commits
- 2
- Contributors
- 6
Top committers
- xklmi: 78% of commits
- lointain: 22% of commits
Sources: Commits, Contributors
Stars
CompleteMostly organic, confidence medium
Bursts
- Apr 12, 2023 to Apr 15, 2023: about 237 more stars than usual, peak 165 in one day, a spike that tapers off. We couldn't check for an outside explanation.
- Apr 4, 2026 to Apr 8, 2026: about 501 more stars than usual, peak 231 in one day, a spike that tapers off. Outside explanation: a jump in forks.
Anyone can buy stars for any repo; bursts alone don't prove the owner did.
- Anyone can buy stars for any repo, so this describes the star history only.
- Engagement is not compared for non-code or mirror repositories.
Sources: How star history is analyzed
Risk
CompleteFlags
No risk flags.
License
- Now
- MIT (OSI-approved)
- A year ago
- MIT (OSI-approved)
Packages
No published packages found.
Badge
Add this to a README to show the current verdict:
[](https://reporadar.ai/EgoAlpha/prompt-in-context-learning)Earlier verdicts
- Oct 15, 2026: Caution
- Oct 14, 2026: Caution