← Brief
Thursday, September 10

Agent Skills Become the Product Layer

9 moved

The strongest signal today is not a model release, but the rise of reusable agent skills, behavioral constraints, and delivery tools. Open-source AI is shifting from code generation toward orchestrated workflows that produce editable, verifiable outputs.

Today's conclusion

Today's Top 50 shows the center of competition moving from raw model capability to agent behavior, workflow design, and dependable delivery. #1 ayghri/i-have-adhd gained +4,217 stars in 1 day and climbed from #7, while #2 cathrynlavery/diagram-design jumped from #17 to #2 with +2,585 stars.

A second theme is the packaging of agent engineering knowledge into skills, methodologies, and cross-tool infrastructure. The simultaneous rise of XiaoDuoYa/codex-with-chatgpt, obra/superpowers, and multica-ai/andrej-karpathy-skills suggests builders increasingly want an operational layer for planning, execution, memory, and quality control—not merely a stronger model.

Key signals

  • Agent skills are becoming a software distribution unit: #1 ayghri/i-have-adhd addresses a narrow but costly problem—agents burying the answer—and added +4,217 stars in 1 day. #16 multica-ai/andrej-karpathy-skills rose from #47, reinforcing the shift from personal prompting habits to portable behavioral assets.

  • Visual delivery is becoming a core capability: #2 cathrynlavery/diagram-design climbed 15 places, while #3 tt-a1i/archify added +1,436 stars in 1 day. Their emphasis on self-contained, verifiable, exportable diagrams shows agents moving beyond textual advice toward artifacts that can enter real workflows.

  • Planning and execution are separating into composable roles: #11 XiaoDuoYa/codex-with-chatgpt rose from #39 with +755 stars in 1 day by assigning reasoning to ChatGPT and execution to the Codex harness. #10 stablyai/orca and #6 deepseek-ai/deepseek-harness extend the same direction into multi-agent orchestration and plugin-based runtimes.

  • The browser is becoming a general agent interface: #12 browser-use/browser-use gained +725 stars in 1 day, while #25 Player-YN/PawWork_ZhuaZhua climbed from #42. PawWork's selection-first interaction and editable office-file output point to web agents evolving from automated clicking into outcome delivery.

Repositories to watch

  • #1 ayghri/i-have-adhd: This focused skill constrains verbosity, excessive hierarchy, and buried conclusions. Its acceleration shows that agent UX is now an engineering concern whose behavior can be managed as a reusable module.

  • #2 cathrynlavery/diagram-design: It offers 38 editorial diagram types for Claude Code, Codex, and Pi as editable HTML and SVG. Its importance lies in turning visualization into an agent-callable production component rather than a decorative afterthought.

  • #11 XiaoDuoYa/codex-with-chatgpt: The project explicitly separates the planning model from the execution harness and advanced 28 positions in one day. That architecture represents a broader move from monolithic assistants to role-based agent systems.

Outlook

The next question is whether skill catalogs, agent runtimes, and artifact-delivery tools converge on durable interfaces. Today's ranking already points to the next source of differentiation: not just model intelligence, but the ability to organize agent behavior into reliable, reusable products.

Repos in today's brief50
2
cathrynlavery/diagram-designRISING+2,585

Moved from #17 to #2 in the top 50.

11
XiaoDuoYa/codex-with-chatgptRISING+755

Moved from #39 to #11 in the top 50.

14
obra/superpowersRISING+657

Moved from #25 to #14 in the top 50.

16
multica-ai/andrej-karpathy-skillsRISING+638

Moved from #47 to #16 in the top 50.

21
blader/humanizerRISING+541

Moved from #33 to #21 in the top 50.

25
Player-YN/PawWork_ZhuaZhuaRISING+471

Moved from #42 to #25 in the top 50.

26
zhishile/codex-auth-helperRISING+442

Moved from #36 to #26 in the top 50.

28
NousResearch/hermes-agentRISING+418

Moved from #44 to #28 in the top 50.

12
browser-use/browser-useCHANGED+725

Metadata changed compared with the previous snapshot.

1
ayghri/i-have-adhdSTABLE+4,217

Still present in the current top 50.

3
tt-a1i/archifySTABLE+1,436

Still present in the current top 50.

4
DietrichGebert/ponytailSTABLE+1,157

Still present in the current top 50.

5
affaan-m/ECCSTABLE+1,103

Still present in the current top 50.

6
deepseek-ai/deepseek-harnessSTABLE+1,098

Still present in the current top 50.

7
microsoft/markitdownSTABLE+868

Still present in the current top 50.

8
mattpocock/skillsSTABLE+844

Still present in the current top 50.

9
heygen-com/hyperframesSTABLE+839

Still present in the current top 50.

10
stablyai/orcaSTABLE+761

Still present in the current top 50.

13
THU-MAIC/OpenMAICSTABLE+691

Still present in the current top 50.

15
coreyhaines31/marketingskillsSTABLE+651

Still present in the current top 50.

17
debpalash/VoiceStudioSTABLE+623

Still present in the current top 50.

18
freestylefly/awesome-gpt-image-2STABLE+602

Still present in the current top 50.

19
jo-inc/camofox-browserSTABLE+601

Still present in the current top 50.

20
trailhq/GraftSTABLE+556

Still present in the current top 50.

22
herdrdev/herdrSTABLE+531

Still present in the current top 50.

23
diegosouzapw/OmniRouteSTABLE+515

Still present in the current top 50.

24
openai/pluginsSTABLE+489

Still present in the current top 50.

27
The-Swarm-Corporation/AutoHedgeSTABLE+421

Still present in the current top 50.

29
jingyaogong/minimindSTABLE+391

Still present in the current top 50.

30
mksglu/context-modeSTABLE+382

Still present in the current top 50.

31
openai/skillsSTABLE+364

Still present in the current top 50.

32
t8y2/dbxSTABLE+359

Still present in the current top 50.

33
deeplethe/utopiaSTABLE+359

Still present in the current top 50.

34
TauricResearch/TradingAgentsSTABLE+353

Still present in the current top 50.

35
harry0703/MoneyPrinterTurboSTABLE+349

Still present in the current top 50.

36
earendil-works/piSTABLE+321

Still present in the current top 50.

37
Graphify-Labs/graphifySTABLE+319

Still present in the current top 50.

38
rohitg00/ai-engineering-from-scratchSTABLE+319

Still present in the current top 50.

39
headroomlabs-ai/headroomSTABLE+314

Still present in the current top 50.

40
nextlevelbuilder/ui-ux-pro-max-skillSTABLE+311

Still present in the current top 50.

41
Leonxlnx/taste-skillSTABLE+307

Still present in the current top 50.

42
openai/codexSTABLE+303

Still present in the current top 50.

43
firecrawl/firecrawlSTABLE+300

Still present in the current top 50.

44
github/spec-kitSTABLE+290

Still present in the current top 50.

45
kunchenguid/firstmateSTABLE+287

Still present in the current top 50.

46
Panniantong/Agent-ReachSTABLE+267

Still present in the current top 50.

47
EvoMap/AutoResearchSTABLE+264

Still present in the current top 50.

48
msitarzewski/agency-agentsSTABLE+259

Still present in the current top 50.

49
nexu-io/open-designSTABLE+256

Still present in the current top 50.

50
anywhere-labs/dsh-desktopSTABLE+253

Still present in the current top 50.