GitNova

GitHub seismograph — discoveries and growing interest

tigerless-labs/autoharness

AI agentsPython#agent-skills#claude-code#claude-code-plugin#llm-agents#python
Total stars
11,126
Today
+0since 00:12 UTC
Open on GitHub My finds →
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Autoharness — a self-learning skill layer for Claude Code — distills skills from your real sessions, updates them as you work, and prunes the ones that stop getting used. No daemon, no benchmark.

Save to My finds to follow releases and star growth. Saved in this browser.

About the project

A Claude Code plugin that distills skills from your real sessions, merges similar ones, updates those in use, and prunes unused ones. Runs as a Python hook and MCP server with no third-party dependencies.

Useful for
  • Install the plugin and let it accumulate skills from your working sessions automatically
  • Run /learn after solving a task to keep the lesson immediately
  • Tune reflection cadence via AUTOHARNESS_REFLECT_EVERY_N to match your workflow

README summarized by DeepSeek V4.1 Flash. Details may be inaccurate. Read the original README →

1.2 Cooling Magnitude out of 10 — how fast interest is growing, not a quality score.

Star growth looks organic. Data as of October 16, 2026, 23:43 UTC.

The star-growth assessment does not verify whether the project is safe to run.

Stars per day

06001,200August 6, 2026November 3, 2026

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 2026-10-16 (UTC), 00:12–23:40: 11133 → 11126 stars (-7). This is the change over that interval.

Measured growth: the last 7 completed days

The full 7-day window is unavailable; no weekly total or comparison is calculated.

Daily measurements · UTC
October 27, 2026
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October 28, 2026
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October 29, 2026
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October 30, 2026
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October 31, 2026
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November 1, 2026
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November 2, 2026
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Largest measured day in the last 30 days: 1,138 · October 8, 2026. Days with data: 13.

Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: October 16, 2026, 23:43 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.

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Numbers

Total stars
11,126
Today
+0 stars measured 2026-10-16, 00:12–23:40 UTC
Forks
627
Issues and pull requests
270
Watchers
257
Language
Python
License
MIT
Created
June 9, 2026
Last push
October 15, 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
README badge

Paste it into your README — the badge shows the current magnitude and links to this page.

GitNova: 1.2
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