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Updated today

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)

191 GitHub stars (191)

Stars gained per day · daily snapshots since Sep 30
Stars gained per day, Sep 30 to Oct 16: −59 in total; the busiest day was Oct 15 with +3 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 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
  • 1 skill (1 skills found in its SKILL.md files)
  • 18 forks (18 forks)
  • Today last update (Last updated today)

Install

Skills CLI

npx skills add Birfy/agentdescent

Asks which agents to install it for. Add -g to install it 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).

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.

  • agentdescent

    Improve a SKILL.md, agent definition, system prompt, small codebase or host plugin by measuring it against examples and evolving it, rather than rewriting it by hand and hoping. Use whenever the user asks to improve, fix, tune, optimise, "train" or get better results out of one of those -- including when they have no test cases yet, because drafting cases for them to check is step one of the proc…

    agentdescent/integrations/SKILL.md on GitHub (opens in a new tab)

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.