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Updated 1mo ago

by Sherlockwz

AMA

ACL 2026 Code and Skills for “AMA: Adaptive Memory via Multi-Agent Collaboration”.

Works with
  • OpenCode
View on GitHub (opens in a new tab)

114 GitHub stars (114)

+44 in 16 days

Stars gained per day · daily snapshots since Sep 30
Stars gained per day, Sep 30 to Oct 16: +44 in total; the busiest day was Oct 4 with +13 stars.Oct 1: +2 starsOct 2: +9 starsOct 3: +11 starsOct 4: +13 starsOct 5: +10 starsOct 6: 0 starsOct 7: 0 starsOct 8: 0 starsOct 9: 0 starsOct 10: 0 starsOct 11: 0 starsOct 12: 0 starsOct 13: 0 starsOct 14: −1 starsOct 15: 0 starsOct 16: 0 stars
Stars gained between daily snapshots
PeriodNew stars
Oct 1+2
Oct 2+9
Oct 3+11
Oct 4+13
Oct 5+10
Oct 60
Oct 70
Oct 80
Oct 90
Oct 100
Oct 110
Oct 120
Oct 130
Oct 14−1
Oct 150
Oct 160
  • 1 skill (1 skills found in its SKILL.md files)
  • 1 forks (1 forks)
  • 1mo ago last update (Last updated 1mo ago)

Install

Skills CLI

npx skills add Sherlockwz/AMA

Asks which agents to install it for. Add -g to install it for every project.

Claude Code

git clone https://github.com/Sherlockwz/AMAcp -r "AMA" ~/.claude/skills/AMA

Copies the ama-memory skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project).

Plugin

/plugin marketplace add Sherlockwz/AMA

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.