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tigerless-labs/autoharness

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.

Visit GitHub
Python
10.6k
747
2 contributors
MIT License
website
AchievementsView all →
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How fast tigerless-labs/autoharness is gaining stars, and where it lands on Trendshift and GitHub Trending

Activity and trending

Stars, forks and merged pull requests each day or month, lined up with the repository's rank on Trendshift Trending

Aug 24 – Oct 23, 2026

Stars +10,990 in 61 days

05001K1.5K
1,176

Forks +666 in 61 days

0204060
56

Merged PRs 86 in 61 days

051015
11

Trendshift Trendingwhere the repository ranked each day it made the top 25

Top 25 overall

141652371516

Top 25 in Python

681818151318418141424822232
Aug 24Sep 1Sep 9Sep 17Sep 25Oct 3Oct 11Oct 19
The left and right arrow keys step from day to day; Home and End go to the first and the last

Stars, forks, merged pull requests and Trendshift Trending rank, by day
DayStars gainedForks gainedMerged PRsAll languagesPython
Mon, Aug 24, 2026+30+00Not trendingNot trending
Tue, Aug 25, 2026+18+00Not trendingNot trending
Wed, Aug 26, 2026+27+00Not trendingNot trending
Thu, Aug 27, 2026+23+00Not trendingNot trending
Fri, Aug 28, 2026+28+00Not trendingNot trending
Sat, Aug 29, 2026+20+20Not trendingNot trending
Sun, Aug 30, 2026+23+10Not trendingNot trending
Mon, Aug 31, 2026+14+00Not trendingNot trending
Tue, Sep 1, 2026+13+00Not trendingNot trending
Wed, Sep 2, 2026+11+011Not trendingNot trending
Thu, Sep 3, 2026+10+21Not trendingNot trending
Fri, Sep 4, 2026+24+26Not trendingNot trending
Sat, Sep 5, 2026+422+450#14#6
Sun, Sep 6, 2026+399+180#16#8
Mon, Sep 7, 2026+324+180Not trending#18
Tue, Sep 8, 2026+197+200Not trendingNot trending
Wed, Sep 9, 2026+301+270Not trending#18
Thu, Sep 10, 2026+406+190Not trending#15
Fri, Sep 11, 2026+394+190Not trending#13
Sat, Sep 12, 2026+406+230Not trending#18
Sun, Sep 13, 2026+143+210Not trendingNot trending
Mon, Sep 14, 2026+105+240Not trendingNot trending
Tue, Sep 15, 2026+231+320Not trendingNot trending
Wed, Sep 16, 2026+0+140Not trendingNot trending
Thu, Sep 17, 2026+25+40Not trendingNot trending
Fri, Sep 18, 2026+17+70Not trendingNot trending
Sat, Sep 19, 2026+32+30Not trendingNot trending
Sun, Sep 20, 2026+14+50Not trendingNot trending
Mon, Sep 21, 2026+11+20Not trendingNot trending
Tue, Sep 22, 2026+14+30Not trendingNot trending
Wed, Sep 23, 2026+11+30Not trendingNot trending
Thu, Sep 24, 2026+12+22Not trendingNot trending
Fri, Sep 25, 2026+0+53Not trendingNot trending
Sat, Sep 26, 2026+768+470#5#4
Sun, Sep 27, 2026+231+380Not trending#18
Mon, Sep 28, 2026+303+475Not trending#14
Tue, Sep 29, 2026+319+336Not trending#14
Wed, Sep 30, 2026+297+303Not trending#24
Thu, Oct 1, 2026+549+566#23#8
Fri, Oct 2, 2026+864+233#7#2
Sat, Oct 3, 2026+212+130Not trendingNot trending
Sun, Oct 4, 2026+200+110Not trendingNot trending
Mon, Oct 5, 2026+199+74Not trendingNot trending
Tue, Oct 6, 2026+251+44Not trendingNot trending
Wed, Oct 7, 2026+1,022+04#15#2
Thu, Oct 8, 2026+423+64Not trending#23
Fri, Oct 9, 2026+1,176+34#16#2
Sat, Oct 10, 2026+178+10Not trendingNot trending
Sun, Oct 11, 2026+38+20Not trendingNot trending
Mon, Oct 12, 2026+39+75Not trendingNot trending
Tue, Oct 13, 2026+26+64Not trendingNot trending
Wed, Oct 14, 2026+63+36Not trendingNot trending
Thu, Oct 15, 2026+10+25Not trendingNot trending
Fri, Oct 16, 2026+0+10Not trendingNot trending
Sat, Oct 17, 2026+8+20Not trendingNot trending
Sun, Oct 18, 2026+2+10Not trendingNot trending
Mon, Oct 19, 2026+7+10Not trendingNot trending
Tue, Oct 20, 2026+0+00Not trendingNot trending
Wed, Oct 21, 2026+52+10Not trendingNot trending
Thu, Oct 22, 2026+42+00Not trendingNot trending
Fri, Oct 23, 2026+6+00Not trendingNot trending
Total+10,990+66686
  • 1#1 on the list
  • 7Rank that day
  • Not trending

    • Mentions and achievements

    Where people are talking about tigerless-labs/autoharness, and every badge it has earned
    1. Sep 231 post

      • We tested giving Claude Code a 450-line static prompt vs a self-learning harness (and measured a 38.4% drop in regression errors)

        Read full on Reddit

        r/PromptEngineering

    2. 2 months earlier
    3. Jul 162 posts

      • Open Source self-learning skill layer for Claude Code

        Read full on Reddit

        r/coolgithubprojects

      • A Free GitHub Plugin That Took Claude Code CORE-Bench Score From 42% to 78% It's called Autoharness quietly learns from your corrections and remembers them for future coding sessions. Instead of…

        Read full on X, posted by @beginnersblog1

        @beginnersblog1 · x.com

    4. 16 days earlier
    5. Jun 301 post

      • Show HN: Autoharness – a self-learning, maintaining skill layer for Claude Code

        Read full on Hacker News

        Hacker News

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