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Updated 1d ago

by Birfy

agentdescent

Gradient descent, but the parameters are agents — a parallel, asynchronous framework for self-evolving agents (skills, prompts, harnesses). Diffs are the gradients; the aggregator is the optimizer.

  • Active — Updated in the last 14 days
View on GitHub (opens in a new tab)

203 GitHub stars (203)

Stars gained per day · daily snapshots since Sep 30
Stars gained per day, Sep 30 to Nov 5: −47 in total; the busiest day was Oct 17 with +4 stars.Oct 1: 0 starsOct 2: +1 starsOct 3: +2 starsOct 4: +1 starsOct 5: 0 starsOct 6: −3 starsOct 7: +1 starsOct 8: 0 starsOct 9: 0 starsOct 10: −70 starsOct 11: +2 starsOct 12: +1 starsOct 13: +2 starsOct 14: −1 starsOct 15: +3 starsOct 16: +2 starsOct 17: +4 starsOct 18: 0 starsOct 19: +4 starsOct 20: +1 starsOct 21: +4 starsOct 22: +1 starsOct 23: +2 starsOct 24: +2 starsOct 25: −11 starsOct 26: 0 starsOct 27: 0 starsOct 28: +1 starsOct 29: +1 starsOct 30: +4 starsOct 31: 0 starsNov 1: +1 starsNov 2: 0 starsNov 3: +2 starsNov 4: +2 starsNov 5: −6 stars
Stars gained between daily snapshots
PeriodNew stars
Oct 10
Oct 2+1
Oct 3+2
Oct 4+1
Oct 50
Oct 6−3
Oct 7+1
Oct 80
Oct 90
Oct 10−70
Oct 11+2
Oct 12+1
Oct 13+2
Oct 14−1
Oct 15+3
Oct 16+2
Oct 17+4
Oct 180
Oct 19+4
Oct 20+1
Oct 21+4
Oct 22+1
Oct 23+2
Oct 24+2
Oct 25−11
Oct 260
Oct 270
Oct 28+1
Oct 29+1
Oct 30+4
Oct 310
Nov 1+1
Nov 20
Nov 3+2
Nov 4+2
Nov 5−6
  • 3 skills (3 skills found in its SKILL.md files)
  • 22 forks (22 forks)
  • 1d ago last update (Last updated 1d ago)

Install

Skills CLI

npx skills add Birfy/agentdescent

Asks which skills and agents to install. Just one: npx skills add Birfy/agentdescent --skill agentdescent — add -g for every project.

Claude Code

git clone https://github.com/Birfy/agentdescentcp -r "agentdescent/agentdescent/integrations" ~/.claude/skills/

Copies the agentdescent skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project). Repeat for the other skills listed below.

Plugin

/plugin marketplace add Birfy/agentdescent

Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.

Skills can run code on your machine — read the SKILL.md first.

What it does

In the author's own words, from each skill's SKILL.md.

Review before you install

A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.