← Brief
Wednesday, October 7

Agents are becoming executable workflows

AI-generated analysis by AI Rank from ranking snapshots. Verify claims using the linked sources. Sources & methodology

4 moved

Open-source momentum centers on local inference, browser tools and reusable engineering skills, shifting attention toward execution. The latest OpenRouter snapshot shows coding agents prominent in app usage and several batch model entries growing strongly.

Today's take

Agents are moving beyond code generation toward completing work: local inference, web access, engineering skills and specialist tools are attracting attention together. On October 7, Niko1221/Strata leads daily star gains with +2,332, while nykooi1/vibe-wise climbs from #37 to #4—signals of demand for both execution infrastructure and better development methods.

The latest model and app snapshots cover October 5. Coding agents occupy several leading app positions, while multiple batch model entries are growing. These patterns are compatible, but there is no app-to-model breakdown to establish where individual model gains originated.

Open source

Three themes stand out across the Top 50: execution infrastructure, engineering skills and specialist task tools. Stars and ranking movements measure attention; they do not establish adoption or task performance.

  • Execution infrastructure: #1 Niko1221/Strata adds 2,332 stars to reach 14,862, focusing on local inference and compatible APIs on consumer hardware. #2 lexmount/moli adds 1,765 to reach 10,293 with a headless browser for agents. They address complementary layers: running models and interacting with the web.
  • Engineering skills and human understanding: #4 nykooi1/vibe-wise adds 854 stars and jumps from #37, helping people learn while AI writes code. #26 obra/superpowers adds 407 and rises from #39, combining agent skills with a development methodology. The workflow itself is becoming part of the product.
  • Specialist tools join the workflow: #14 earthtojake/text-to-cad adds 582 stars and rises from #28, bringing CAD capabilities to agents. #35 Ryze-AI-Adgent/open-seo-mcp-skills adds 328 and rises from #49, connecting SEO tools and skills. General assistants are extending into tasks with concrete deliverables.

Models

Batch entries feature prominently among both usage leaders and fast growers. That makes batch processing an important traffic pattern in this snapshot, without establishing its cost, latency or output quality.

  • Diverging leaders: DeepSeek V4.1 Flash (batch) ranks first with 6.25T tokens, up 90% versus the previous day. stealth/space-bunny-alpha records 4.2T, down 38%.
  • Growth across GLM entries: GLM 5.3 Flash (batch) processes 1.56T tokens, up 36%; GLM 5.3 (batch) records 456B, up 49%. Both entries are expanding.
  • Momentum outside the top ten: #14 GPT-5.6 Sol (batch) records 224B tokens and +143%, the fastest growth among the supplied movers. #21 GPT-6 Sol (batch), at 126B, and #23 Claude Sonnet 5 (batch), at 112B, both grow 78%. Growth rate and absolute scale tell different stories.

Apps

The clearest app signal is substantial agent usage across persistent and coding workflows. These figures cover only publicly attributed traffic through OpenRouter; model and app tokens measure usage, not people or market share.

  • A personal agent leads: Hermes Agent records 1.86T tokens. Its memory and reusable-skills positioning echoes the open-source engineering theme, but NousResearch/hermes-agent ranks #49 with +242 stars today—a useful reminder that attention and usage are different measures.
  • Coding workflows occupy leading positions: Claude Code records 1.06T tokens, Kilo Code 968B and Cline 914B. Five of the ten most-used apps are explicitly classified as CLI agents, alongside an IDE extension.
  • Tool-oriented apps feature in growth: Strix leads the rising list with 96.6B tokens; pi records 462B at #2 and omp 676B at #4. This ranking compares usage with the average of the preceding three equal-length periods; exact growth percentages are not supplied.

What to watch

Watch whether attention to execution tools and engineering skills is accompanied by sustained agent usage: the directional connection is visible, while specific routing relationships and practical outcomes still need evidence.

Repos in today's brief50
1
Niko1221/StrataSTABLE+2,332

Still present in the current top 50.

2
lexmount/moliSTABLE+1,765

Still present in the current top 50.

3
Panniantong/Agent-ReachSTABLE+934

Still present in the current top 50.

4
nykooi1/vibe-wiseRISING+854

Moved from #37 to #4 in the top 50.

5
calesthio/OpenMontageSTABLE+825

Still present in the current top 50.

6
stablyai/orcaSTABLE+791

Still present in the current top 50.

7
DietrichGebert/ponytailSTABLE+788

Still present in the current top 50.

8
ifixai-ai/iFixAiSTABLE+768

Still present in the current top 50.

9
neilsonnn/image-blasterSTABLE+752

Still present in the current top 50.

10
rohitg00/ai-engineering-from-scratchSTABLE+708

Still present in the current top 50.

11
affaan-m/ECCSTABLE+650

Still present in the current top 50.

12
rehan-remade/universal-modderSTABLE+639

Still present in the current top 50.

13
msitarzewski/agency-agentsSTABLE+595

Still present in the current top 50.

14
earthtojake/text-to-cadRISING+582

Moved from #28 to #14 in the top 50.

15
debpalash/VoiceStudioSTABLE+579

Still present in the current top 50.

16
cloudflare/security-audit-skillSTABLE+579

Still present in the current top 50.

17
tt-a1i/archifySTABLE+562

Still present in the current top 50.

18
tinyhumansai/openhumanSTABLE+545

Still present in the current top 50.

19
heygen-com/hyperframesSTABLE+529

Still present in the current top 50.

20
deepseek-ai/deepseek-harnessSTABLE+522

Still present in the current top 50.

21
omnirush-ai/omnirush-guiSTABLE+520

Still present in the current top 50.

22
thedotmack/claude-memSTABLE+502

Still present in the current top 50.

23
paperclipai/paperclipSTABLE+489

Still present in the current top 50.

24
vectorize-io/hindsightSTABLE+440

Still present in the current top 50.

25
Ebony-Vinyl/dsh-our-free-modelSTABLE+418

Still present in the current top 50.

26
obra/superpowersRISING+407

Moved from #39 to #26 in the top 50.

27
QingYunA/answer-me-with-htmlSTABLE+391

Still present in the current top 50.

28
TencentCloud/OctopSTABLE+380

Still present in the current top 50.

29
Graphify-Labs/graphifySTABLE+373

Still present in the current top 50.

30
666ghj/MiroFishSTABLE+369

Still present in the current top 50.

31
addyosmani/agent-skillsSTABLE+339

Still present in the current top 50.

32
pingdotgg/t3codeSTABLE+335

Still present in the current top 50.

33
yetone/magpieSTABLE+330

Still present in the current top 50.

34
nextlevelbuilder/ui-ux-pro-max-skillSTABLE+328

Still present in the current top 50.

35
Ryze-AI-Adgent/open-seo-mcp-skillsRISING+328

Moved from #49 to #35 in the top 50.

36
FalkorDB/FalkorDBSTABLE+325

Still present in the current top 50.

37
Leonxlnx/taste-skillSTABLE+323

Still present in the current top 50.

38
cloudflare/cloudflare-osSTABLE+316

Still present in the current top 50.

39
p-e-w/hereticSTABLE+312

Still present in the current top 50.

40
firecrawl/firecrawlSTABLE+311

Still present in the current top 50.

41
Joooook/12306-mcpSTABLE+307

Still present in the current top 50.

42
tashfeenahmed/freellmapiSTABLE+300

Still present in the current top 50.

43
diegosouzapw/OmniRouteSTABLE+299

Still present in the current top 50.

44
ayghri/i-have-adhdSTABLE+291

Still present in the current top 50.

45
storytold/artcraftSTABLE+289

Still present in the current top 50.

46
multica-ai/andrej-karpathy-skillsSTABLE+267

Still present in the current top 50.

47
NandhaKishorM/layaSTABLE+259

Still present in the current top 50.

48
earendil-works/piSTABLE+244

Still present in the current top 50.

49
NousResearch/hermes-agentSTABLE+242

Still present in the current top 50.

50
tigerless-labs/autoharnessSTABLE+242

Still present in the current top 50.

Most-used models
1
DeepSeek V4.1 Flash (batch)
6.25T
deepseek · tokens+90%
Source: OpenRouter
2
S
stealth/space-bunny-alpha
4.2T
stealth · tokens-38%
Source: OpenRouter
3
GLM 5.3 Flash (batch)
1.56T
z-ai · tokens+36%
Source: OpenRouter
4
Nemotron 3 Ultra (free)
843B
nvidia · tokens-8%
Source: OpenRouter
5
DeepSeek V4 Flash 0731
831B
deepseek · tokens+14%
Source: OpenRouter
6
GPT-6 Luna (batch)
676B
openai · tokens+4%
Source: OpenRouter
7
DeepSeek V4 Flash 0423
463B
deepseek · tokens+24%
Source: OpenRouter
8
GLM 5.3 (batch)
456B
z-ai · tokens+49%
Source: OpenRouter
9
Claude Opus 5.5 (batch)
382B
anthropic · tokens+18%
Source: OpenRouter
10
Kimi K3 (batch)
292B
moonshotai · tokens+40%
Source: OpenRouter

Source: OpenRouter (openrouter.ai/rankings), as of 2026-10-06T16:42:45Z. Licensed under CC BY 4.0.

Most-used apps

Source: OpenRouter (openrouter.ai/apps), as of 2026-10-06T14:09:46.250Z. Licensed under CC BY 4.0.