elie222/botdirectory.ai
elie222/botdirectory.ai recorded 173 commits in the past 30 days, has 28 public contributors, and has averaged 18.5 stars a day since launch.
111 stars
+0 stored
Weekly Catalyst Brief
elie222/botdirectory.ai leads this Catalyst brief with a score of 96
Catalyst reviewed 3086 repositories across 9 categories. The strongest signal this week is elie222/botdirectory.ai, supported by 1 analysis run and a AI Agents narrative.
Brief coverage
- Repositories
- 3.1K
- Analysis runs
- 16.6K
- Builders
- 2.6K
- Score 75+
- 99
Top repositories to review
96
Anionex/dsh-vision-toolkit
Anionex/dsh-vision-toolkit recorded 107 commits in the past 30 days, has 4 public contributors, and has averaged 166.7 stars a day since launch.
500 stars
+0 stored
0xsline/awesome-deepseek-harness
0xsline/awesome-deepseek-harness recorded 148 commits in the past 30 days, has 72 public contributors, and has averaged 147.5 stars a day since launch.
295 stars
+102 stored
fufankeji/deepseek-harness-studio
fufankeji/deepseek-harness-studio recorded 7944 commits in the past 30 days, has 30 public contributors, and has averaged 55.6 stars a day since launch.
500 stars
+0 stored
missuo/herdrm
missuo/herdrm recorded 41 commits in the past 30 days, has 6 public contributors, and has averaged 499 stars a day since launch.
499 stars
+0 stored
AmazingAng/old-coder
AmazingAng/old-coder recorded 51 commits in the past 30 days, has 4 public contributors, and has averaged 26.3 stars a day since launch.
500 stars
+0 stored
Category pulse
AI Agents
775 repos · 7701 scans
AI Agents remains an active software frontier: the average Catalyst Score is 54, with repositories clustering around practical builder workflows.
Local AI
49 repos · 144 scans
Local AI remains an active software frontier: the average Catalyst Score is 53, with repositories clustering around practical builder workflows.
Browser Automation
57 repos · 77 scans
Browser Automation is producing measurable open-source movement, with enough repository coverage to track repeat builders and adoption pressure.
Devtools
1761 repos · 7517 scans
Devtools is producing measurable open-source movement, with enough repository coverage to track repeat builders and adoption pressure.
Infra
86 repos · 229 scans
Infra is producing measurable open-source movement, with enough repository coverage to track repeat builders and adoption pressure.
Builder signals
tt-a1i is active across AI Agents with a Catalyst reputation score of 100.
Hiroki Osame is active across Devtools with a Catalyst reputation score of 100.
Randall Degges is active across AI Agents with a Catalyst reputation score of 100.
eric is active across Devtools with a Catalyst reputation score of 100.
Opportunities
AI Agents · score 96 · 1 scans · 111 stars. Strong recent activity, documentation, adoption, and maintainer history.
AI Agents · score 94 · 1 scans · 500 stars. Strong recent activity, documentation, adoption, and maintainer history.
AI Agents · score 92 · 3 scans · 295 stars. Strong recent activity, documentation, adoption, and maintainer history.
AI Agents · score 92 · 27 scans · 500 stars. Strong recent activity, documentation, adoption, and maintainer history.
Risks to monitor
No material structural red flags detected; monitor maintainer concentration
No material structural red flags detected; monitor maintainer concentration
No material structural red flags detected; monitor maintainer concentration
No material structural red flags detected; monitor maintainer concentration
Recommended next moves
Catalyst should turn this brief into workflow, not just reading material.
Run extended repository scans on the highest-scoring projects before promoting them into research boards.
Follow the builders who appear across multiple categories; repeated public execution is stronger than one isolated spike.
Use the archive to split AI, crypto, security, and devtools into focused monitoring lanes.