Prism-Shadow/penguin-harness
- Total stars
- 2,988
- Today
- +3since 09:12 UTC
Save to My finds to follow releases and star growth. Saved in this browser.
About the project
A framework for agent self-evolution (RSI): the model stays fixed while the harness evolves — prompts, Skills, tools and hooks. Runs as a desktop app, Web App, CLI and SDK with algorithm plugins (OPRO, APE, ACE, AWM) and built-in benchmarks.
Useful for
- Run an RSI loop so one agent improves another against a chosen benchmark
- Build an agent app from a single text description of the task
- Compare OPRO, APE, ACE and AWM algorithms on the same benchmark via the Evaluation Center
README summarized by DeepSeek V4.1 Flash. Details may be inaccurate. Read the original README →
Star growth looks organic. Data as of October 27, 2026, 11:09 UTC.
The star-growth assessment does not verify whether the project is safe to run.
Stars per day
Bars show stars per UTC day; the line is a moving average of available history. Gaps mean missing data, not zero growth. Today's bar is incomplete. Red marks spike days.
Why it’s trending
- Star-counter measurements on 2026-10-27 (UTC), 09:12–11:01: 2985 → 2988 stars (+3). This is the change over that interval.
- Estimated end-of-day forecast: about +10 stars, using observed gains and the previous day.
- Interest is fading: the two-day pace is 36% of the previous week and a half.
Measured growth: the last 7 completed days
New stars over 7 days: 117. -69% versus the preceding 7 days.
Daily measurements · UTC
- October 20, 2026
- 26
- October 21, 2026
- 20
- October 22, 2026
- 11
- October 23, 2026
- 12
- October 24, 2026
- 9
- October 25, 2026
- 20
- October 26, 2026
- 19
Largest measured day in the last 30 days: 218 · October 16, 2026. Days with data: 30.
Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: October 27, 2026, 11:09 UTC. Sources and measurement limits →
Three GitHub discoveries in each edition
What they do, why they are gaining interest, and what to check before using them.
Editions at 10:00, 16:00, 22:00 MSK.
Numbers
- Total stars
- 2,988
- Today
- +3 stars measured 2026-10-27, 09:12–11:01 UTC, ≈ 10 by evening
- Forks
- 315
- Issues and pull requests
- 1,371
- Watchers
- 17
- Language
- TypeScript
- License
- Apache-2.0
- Latest release
- v0.2.18 · October 27, 2026
- Created
- July 19, 2026
- Last push
- October 27, 2026
Star trust
Growth looks organic: forks and discussion are in line with active projects, and stars arrive unevenly, the way people give them.
These are heuristics, not a verdict: we judge by the repository’s behavior, not by a list of stargazers.
Spotted in
- October 27, 2026Top new repositories in the last 4 months: #90
README badge
Paste it into your README — the badge shows the current magnitude and links to this page.
[](https://gitnova.dev/en/r/Prism-Shadow/penguin-harness)