gaojie058/iab-actonomy

Actonomy: A taxonomy for describing and analyzing agent behavior. Gao et al., NeurIPS 2026 — How to Interpret Agent Behavior. Official codebook, datasets, and trace analysis tools (ACT*ONOMY / Act-onomy).

HTML

12

2 contributors

Custom license

FeaturedAdvertise to 180K+ monthly visitors

Control what AI can do before it acts

Fastest Enterprise AI Gateway for Routing, Governing, and Securing all your AI Traffic

Can AI agents reverse-engineer real websites?

Momentum

How fast gaojie058/iab-actonomy 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

Oct 7 – Nov 9, 2026

Stars +2 in 34 days

1

Forks +0 in 34 days

Merged PRs 0 in 34 days

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

Not in the Trendshift top 25 in this period

Oct 7Oct 12Oct 17Oct 22Oct 27Nov 1Nov 6

Stars, forks, merged pull requests and Trendshift Trending rank, by day
Day	Stars gained	Forks gained	Merged PRs
Wed, Oct 7, 2026	+1	+0	0
Thu, Oct 8, 2026	+0	+0	0
Fri, Oct 9, 2026	+0	+0	0
Sat, Oct 10, 2026	+0	+0	0
Sun, Oct 11, 2026	+0	+0	0
Mon, Oct 12, 2026	+1	+0	0
Tue, Oct 13, 2026	+0	+0	0
Wed, Oct 14, 2026	+0	+0	0
Thu, Oct 15, 2026	+0	+0	0
Fri, Oct 16, 2026	+0	+0	0
Sat, Oct 17, 2026	+0	+0	0
Sun, Oct 18, 2026	+0	+0	0
Mon, Oct 19, 2026	+0	+0	0
Tue, Oct 20, 2026	+0	+0	0
Wed, Oct 21, 2026	+0	+0	0
Thu, Oct 22, 2026	+0	+0	0
Fri, Oct 23, 2026	+0	+0	0
Sat, Oct 24, 2026	+0	+0	0
Sun, Oct 25, 2026	+0	+0	0
Mon, Oct 26, 2026	+0	+0	0
Tue, Oct 27, 2026	+0	+0	0
Wed, Oct 28, 2026	+0	+0	0
Thu, Oct 29, 2026	+0	+0	0
Fri, Oct 30, 2026	+0	+0	0
Sat, Oct 31, 2026	+0	+0	0
Sun, Nov 1, 2026	+0	+0	0
Mon, Nov 2, 2026	+0	+0	0
Tue, Nov 3, 2026	+0	+0	0
Wed, Nov 4, 2026	+0	+0	0
Thu, Nov 5, 2026	+0	+0	0
Fri, Nov 6, 2026	+0	+0	0
Sat, Nov 7, 2026	+0	+0	0
Sun, Nov 8, 2026	+0	+0	0
Mon, Nov 9, 2026	+0	+0	0
Total	+2	+0	0

#1 on the list
Rank that day
Not trending

Social mentions

Recent discussions about this repository across the web

Nov 92 posts
- Here is a demo showing how the automated Act*ONOMY could be used to analyze agent trajectory data. The tool is provided in our Github repo (
  Read full on X, posted by @jiegaosophia
  @jiegaosophia · x.com
- An agent says “task complete.” How did it get there? Did it test its changes, recover from errors, or revise its plan after human feedback? We will be presenting our work on Act*ONOMY, a taxonomy for…
  Read full on X, posted by @jiegaosophia
  @jiegaosophia · x.com
2 months earlier
Sep 251 post
- 1/ VisFactor: The project was initialized in early 2024 (it's been 2.5y!) The benchmark is now in the official tech reports of Qwen3.7, Qwen3.8, and Seed2.0. 📑 🌐 💻
  Read full on X, posted by @JentseHuang
  @JentseHuang · x.com
2 months earlier
Jul 172 posts
- 3/ Using a Grounded Theory approach, we surfaced 10 actions, 46 subactions, and 120 leaf categories from the data.
  Read full on X, posted by @jiegaosophia
  @jiegaosophia · x.com
- 3/ We gathered 565 behavior descriptions from AI publications, using a Grounded Theory approach, we built Act*ONOMY, a taxonomy for describing what agents do.
  Read full on X, posted by @jiegaosophia
  @jiegaosophia · x.com
Jul 151 post
- Here is the story motivating our IAB workshop: Several months ago I was reading the agent literature. The basic agent architecture is now roughly settled, and papers describe a few primary behaviors,…
  Read full on X, posted by @jiegaosophia
  @jiegaosophia · x.com