🛸 AI Involvement Ranking

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Tracking AI-generated code across open-source repositories · 2026-03-27 · 21 repos

#1

Repository

thedotmack/claude-mem

AI Commits

79/100

AI PRs

8/100

AI Reviews

6/6

Bot Rate

0.0%

AI Score

66.2%

C 79/100

PR 8/100

R 6/6

Bot 0.0%

#2

Repository

Significant-Gravitas/AutoGPT

AI Commits

36/100

AI PRs

5/100

AI Reviews

4/6

Bot Rate

1.5%

Trend

↑1.3%

AI Score

38.7%

C 36/100

PR 5/100

R 4/6

Bot 1.5%

#3

Repository

mem0ai/mem0

AI Commits

41/100

AI PRs

6/100

AI Reviews

1/2

Bot Rate

2.5%

Trend

↑21.0%

AI Score

33.8%

C 41/100

PR 6/100

R 1/2

Bot 2.5%

#4

Repository

HKUDS/nanobot

AI Commits

5/100

AI PRs

6/100

AI Reviews

2/2

Bot Rate

0.0%

Trend

↑11.9%

AI Score

28.1%

C 5/100

PR 6/100

R 2/2

Bot 0.0%

#5

Repository

hacksider/Deep-Live-Cam

AI Commits

9/100

AI PRs

4/100

AI Reviews

4/4

Bot Rate

3.5%

AI Score

27.5%

C 9/100

PR 4/100

R 4/4

Bot 3.5%

#6

Repository

openclaw/openclaw

AI Commits

0/100

AI PRs

20/100

AI Reviews

305/320

Bot Rate

0.0%

Trend

↑13.1%

AI Score

27.2%

C 0/100

PR 20/100

R 305/320

Bot 0.0%

#7

Repository

FlowiseAI/Flowise

AI Commits

22/100

AI PRs

13/100

AI Reviews

0/5

Bot Rate

3.5%

AI Score

19.9%

C 22/100

PR 13/100

R 0/5

Bot 3.5%

#8

Repository

OpenHands/OpenHands

AI Commits

2/100

AI PRs

40/100

AI Reviews

0/8

Bot Rate

4.5%

AI Score

14.9%

C 2/100

PR 40/100

R 0/8

Bot 4.5%

#9

Repository

open-webui/open-webui

AI Commits

0/100

AI PRs

32/100

AI Reviews

0/0

Bot Rate

3.5%

Trend

↓1.4%

AI Score

14.0%

C 0/100

PR 32/100

R 0/0

Bot 3.5%

#10

Repository

kamranahmedse/developer-roadmap

AI Commits

0/100

AI PRs

11/100

AI Reviews

1/1

Bot Rate

50.5%

Trend

↑2.0%

AI Score

11.7%

C 0/100

PR 11/100

R 1/1

Bot 50.5%

#11

Repository

huggingface/transformers

AI Commits

7/100

AI PRs

13/100

AI Reviews

0/7

Bot Rate

1.0%

Trend

↑5.2%

AI Score

9.7%

C 7/100

PR 13/100

R 0/7

Bot 1.0%

#12

Repository

public-apis/public-apis

AI Commits

0/100

AI PRs

5/100

AI Reviews

0/0

Bot Rate

0.0%

AI Score

9.2%

C 0/100

PR 5/100

R 0/0

Bot 0.0%

#13

Repository

rasbt/LLMs-from-scratch

AI Commits

0/100

AI PRs

0/100

AI Reviews

0/0

Bot Rate

0.0%

AI Score

5.9%

C 0/100

PR 0/100

R 0/0

Bot 0.0%

#14

Repository

ollama/ollama

AI Commits

2/100

AI PRs

4/100

AI Reviews

0/0

Bot Rate

0.0%

Trend

→

AI Score

5.8%

C 2/100

PR 4/100

R 0/0

Bot 0.0%

#15

Repository

facebook/react

AI Commits

1/100

AI PRs

4/100

AI Reviews

0/3

Bot Rate

7.5%

Trend

↓1.3%

AI Score

5.4%

C 1/100

PR 4/100

R 0/3

Bot 7.5%

#16

Repository

ItzCrazyKns/Vane

AI Commits

3/100

AI PRs

2/100

AI Reviews

0/2

Bot Rate

0.0%

AI Score

4.4%

C 3/100

PR 2/100

R 0/2

Bot 0.0%

#17

Repository

moeyui1/github-ai-detector

AI Commits

1/29

AI PRs

0/2

AI Reviews

0/0

Bot Rate

6.5%

Trend

↑2.8%

AI Score

3.0%

C 1/29

PR 0/2

R 0/0

Bot 6.5%

#18

Repository

donnemartin/system-design-primer

AI Commits

0/100

AI PRs

4/100

AI Reviews

0/1

Bot Rate

0.0%

Trend

→

AI Score

2.6%

C 0/100

PR 4/100

R 0/1

Bot 0.0%

#19

Repository

jingyaogong/minimind

AI Commits

0/100

AI PRs

0/81

AI Reviews

0/0

Bot Rate

0.0%

AI Score

1.8%

C 0/100

PR 0/81

R 0/0

Bot 0.0%

#20

Repository

tensorflow/tensorflow

AI Commits

3/100

AI PRs

0/100

AI Reviews

0/0

Bot Rate

50.0%

Trend

↓0.7%

AI Score

0.7%

C 3/100

PR 0/100

R 0/0

Bot 50.0%

#21

Repository

torvalds/linux

AI Commits

0/100

AI PRs

0/0

AI Reviews

0/0

Bot Rate

0.0%

Trend

→

AI Score

0.0%

C 0/100

PR 0/0

R 0/0

Bot 0.0%

📋 Detail

Repository	AII	Trend	Bot Rate	AI Commits	AI PRs	AI Reviews	Events
thedotmack/claude-mem	66.2%	—	0.0%	79/100	8/100	6/6	200
Significant-Gravitas/AutoGPT	38.7%	↑1.3%	1.5%	36/100	5/100	4/6	200
mem0ai/mem0	33.8%	↑21.0%	2.5%	41/100	6/100	1/2	200
HKUDS/nanobot	28.1%	↑11.9%	0.0%	5/100	6/100	2/2	200
hacksider/Deep-Live-Cam	27.5%	—	3.5%	9/100	4/100	4/4	200
openclaw/openclaw	27.2%	↑13.1%	0.0%	0/100	20/100	305/320	200
FlowiseAI/Flowise	19.9%	—	3.5%	22/100	13/100	0/5	200
OpenHands/OpenHands	14.9%	—	4.5%	2/100	40/100	0/8	200
open-webui/open-webui	14.0%	↓1.4%	3.5%	0/100	32/100	0/0	200
kamranahmedse/developer-roadmap	11.7%	↑2.0%	50.5%	0/100	11/100	1/1	200
huggingface/transformers	9.7%	↑5.2%	1.0%	7/100	13/100	0/7	200
public-apis/public-apis	9.2%	—	0.0%	0/100	5/100	0/0	200
rasbt/LLMs-from-scratch	5.9%	—	0.0%	0/100	0/100	0/0	200
ollama/ollama	5.8%	→	0.0%	2/100	4/100	0/0	200
facebook/react	5.4%	↓1.3%	7.5%	1/100	4/100	0/3	200
ItzCrazyKns/Vane	4.4%	—	0.0%	3/100	2/100	0/2	200
moeyui1/github-ai-detector	3.0%	↑2.8%	6.5%	1/29	0/2	0/0	31
donnemartin/system-design-primer	2.6%	→	0.0%	0/100	4/100	0/1	200
jingyaogong/minimind	1.8%	—	0.0%	0/100	0/81	0/0	181
tensorflow/tensorflow	0.7%	↓0.7%	50.0%	3/100	0/100	0/0	200
torvalds/linux	0.0%	→	0.0%	0/100	0/0	0/0	100

HKUDS/nanobot

Analysis report — 2026-03-27

AII Trend

↑11.9%

28.1%

AI Score

0.0%

Bot Rate

5/100

AI Commits

6/100

AI PRs

2/2

AI Reviews

Commit 5/100

PR 6/100

Review 2/2

Events (200)

Type	AI Score	Description	Actor	Reason	Date
COMMIT	1.00	refactor(channels): abstract login() into BaseChannel, unify	chengyongru	Commit message contains explicit AI assi	2026-03-23
COMMIT	1.00	feat(weixin): add outbound media file sending via CDN upload	ZhangYuanhan-AI	Commit message contains explicit AI assi	2026-03-23
COMMIT	1.00	feat(weixin): add personal WeChat channel via ilinkai HTTP l	ZhangYuanhan-AI	Commit message contains explicit AI assi	2026-03-22
COMMIT	1.00	fix(qq): fix local file outbound and add svg as image type (	ddadaal	Commit message contains explicit AI assi	2026-03-20
COMMIT	1.00	feat(qq): bot can send and receive images and files (#1667)	ddadaal	Commit message contains explicit AI assi	2026-03-20
PR	1.00	fix: subagent results are sent to chat root instead of reply	flobo3	PR body explicitly mentions AI collabora	2026-03-21
PR	1.00	feat(heartbeat,cron): Add generic gateway notification targe	rick2047	PR body explicitly mentions AI collabora	2026-03-27
PR	1.00	feat(provider): fixed github copilot provider after liteLLM	thomasple	Explicit AI involvement: includes bot-au	2026-03-26
PR	1.00	feat(discord): Use `discord.py` for stable discord channel	rick2047	PR body explicitly mentions AI collabora	2026-03-25
PR	1.00	fix(bridge): add participant field and compute wasMentioned	danielphang	Explicitly states AI generation with ref	2026-03-15
PR	0.90	fix(telegram): split oversized final streamed replies	Michael-lhh	Standard technical content, but note 'Ma	2026-03-26
PR	0.42	feat(agent): add multi-agent system with per-agent config an	ZhangYuanhan-AI	Structured technical changelog, slight f	2026-03-26
PR	0.40	feat(memory): Optional Supermemory Integration for Long-Term	omavashia2005	Somewhat formal tone but technical conte	2026-02-21
PR	0.40	feat(providers): integrate multi-model provider with fallbac	artai1984	Polite phrasing in 'improves reliability	2026-02-25
PR	0.40	feat(tool hints): backward compatible tool hint user specifi	AmaoLearning	Some ESL phrasing, more polite/formal th	2026-03-27
Show more …

openclaw/openclaw

Analysis report — 2026-03-27

AII Trend

↑13.1%

27.2%

AI Score

0.0%

Bot Rate

0/100

AI Commits

20/100

AI PRs

305/320

AI Reviews

Commit 0/100

PR 20/100

Review 305/320

Events (200)

Type	AI Score	Description	Actor	Reason	Date
PR	1.00	feat: add Morph as a bundled compaction provider plugin	DhruvBhatia0	PR body explicitly mentions AI collabora	2026-03-12
PR	1.00	ci: add AI PR review, autofix, coverage, dead-code, and bund	nathandrewes	PR body explicitly mentions AI collabora	2026-03-24
PR	1.00	feat(telegram): add child thread-binding placement via creat	one27001	PR body explicitly mentions AI collabora	2026-03-27
PR	1.00	feat(slack): add Block Kit table block support for markdown	rachelbotley	PR body explicitly mentions AI collabora	2026-03-15
PR	1.00	docs(cron): clarify CLI JSON output shapes	Protocol-zero-0	PR body explicitly mentions AI collabora	2026-03-27
PR	1.00	fix(onboard): keep gateway remote token aligned with auth to	Protocol-zero-0	PR body explicitly mentions AI collabora	2026-03-27
PR	1.00	fix(gateway): guard heartbeat poll processing against retry	lupuletic	PR body explicitly mentions AI collabora	2026-03-08
PR	1.00	fix(daemon): add "transport endpoint is not connected" to is	lupuletic	PR body explicitly mentions AI collabora	2026-03-22
PR	1.00	fix(browser): add missing Linux Chromium fallback paths to f	lupuletic	PR body explicitly mentions AI collabora	2026-03-16
PR	1.00	fix(agents): clarify config.apply/patch/update auto-restarts	lupuletic	PR body explicitly mentions AI collabora	2026-03-24
PR	1.00	fix(telegram): use type-aware media placeholder for document	lupuletic	PR body explicitly mentions AI collabora	2026-03-27
PR	1.00	fix: skip Homebrew dependency for skill install on Linux (#1	lupuletic	PR body explicitly mentions AI collabora	2026-03-27
PR	1.00	feat(cli): add migrate export/import for cross-device migrat	shenli	PR body explicitly mentions AI collabora	2026-03-24
PR	1.00	docs(nextcloud-talk): document required response feature	Protocol-zero-0	PR body explicitly mentions AI collabora	2026-03-27
PR	1.00	fix: emit assistant update for tool-call-only messages from	ccgibson	PR body explicitly mentions AI collabora	2026-03-21
Show more …

ollama/ollama

Analysis report — 2026-03-27

AII Trend

→ Flat

5.8%

AI Score

0.0%

Bot Rate

2/100

AI Commits

4/100

AI PRs

0/0

AI Reviews

Commit 2/100

PR 4/100

Review 0/0

Events (200)

Type	AI Score	Description	Actor	Reason	Date
COMMIT	1.00	runner: fix swallowed error in allocModel graph reservation	unknown	Commit message contains explicit AI assi	2026-03-14
COMMIT	0.90	doc: update vscode doc (#15064)	hoyyeva	Contains AI collaboration trailer (Co-au	2026-03-26
PR	0.90	fix: pin 10 unpinned action(s),extract 1 unsafe expression(s	dagecko	Very formal, generic introduction, typic	2026-03-26
PR	0.80	feat: autotune - automatic hardware-based performance optimi	GuilhermeP96	Structured 'Summary' and 'Changes' secti	2026-03-26
PR	0.70	feat: add PARAMETER think support for Modelfile	sanchez314c	Formal 'Summary' and 'Problem/Solution'	2026-02-06
PR	0.60	Fix streaming timeout during tool call composition	joaquinhuigomez	Formal 'Summary' and explanation, but in	2026-03-18
PR	0.50	README: Re-add handy-ollama to community integrations	AXYZdong	Polished and formal but could be human c	2026-03-26
PR	0.35	feat: Add Support for Qwen3-vl and Qwen2.5-vl Video Mode	vincentkoc	Some formal/complete sentences, but tech	2025-11-05
PR	0.30	launch: replace deprecated OPENAI_BASE_URL with config.toml	hoyyeva	Technical and specific, but formal struc	2026-03-24
PR	0.30	mlx: qwen3.5 vision support	pdevine	Brief and technical, but includes human	2026-03-19
PR	0.30	docs: fix broken markdown links, convert GitHub-style callou	maternion	Partially formal, but plenty of domain r	2026-02-22
PR	0.22	docs: fix broken links, convert GitHub callouts to Mintlify	maternion	Detailed technical steps, structured for	2026-03-24
PR	0.20	launch: warning when server context length is below 64k for	hoyyeva	Detailed PR description with example war	2026-03-24
PR	0.20	fix(macos): prevent fullscreen Space affinity from persistin	BillionClaw	Well-structured but contains domain-spec	2026-03-24
PR	0.20	fix: close sqlite connection on app shutdown to prevent memo	BillionClaw	Technical explanation with specific fix	2026-03-24
Show more …

open-webui/open-webui

Analysis report — 2026-03-27

AII Trend

↓1.4%

14.0%

AI Score

3.5%

Bot Rate

0/100

AI Commits

32/100

AI PRs

0/0

AI Reviews

Commit 0/100

PR 32/100

Review 0/0

Events (200)

Type	AI Score	Description	Actor	Reason	Date
PR	1.00	perf: load chat message map from chat_message rows	jmleksan	PR body explicitly mentions AI collabora	2026-03-27
PR	1.00	feat(ui): improvements of native tool activity display / sou	RomualdYT	PR body explicitly mentions AI collabora	2026-03-27
PR	1.00	feat(firecrawl): migrate web retrieval to Firecrawl v2	RomualdYT	PR body explicitly mentions AI collabora	2026-03-27
PR	1.00	fix: issue Follow Ups corrupt usage statistic in chat_messag	Art-1313	PR body explicitly mentions AI collabora	2026-03-27
PR	1.00	fix: issue 152 Follow Ups corrupt usage statistic in chat_me	Art-1313	PR body explicitly mentions AI collabora	2026-03-27
PR	1.00	fix: issue 152 Follow Ups corrupt usage statistic in chat_me	Art-1313	PR body explicitly mentions AI collabora	2026-03-27
PR	1.00	Integration main v0.8.12	fparacchini	PR body explicitly mentions AI collabora	2026-03-27
PR	1.00	边端前端构建任务（1）	sjsnsjxksks	PR body explicitly mentions AI collabora	2026-03-27
PR	1.00	fix(backend): Incorrect returns of get_terminal_tools()	Arokha	PR body explicitly mentions AI collabora	2026-03-26
PR	1.00	fix(models/chats): use SQLAlchemy-safe boolean filters and k	ashm-dev	PR body explicitly mentions AI collabora	2026-03-26
PR	1.00	fix: refresh forwarded system oauth id token for OpenAI prox	raashish1601	PR body explicitly mentions AI collabora	2026-03-26
PR	1.00	fix: license date comparison type error	yang1002378395-cmyk	PR body explicitly mentions AI collabora	2026-03-26
PR	1.00	i18n: Update catalan translation.json	aleixdorca	PR body explicitly mentions AI collabora	2026-03-26
PR	1.00	i18n: improve zh-CN translation	ShirasawaSama	PR body explicitly mentions AI collabora	2026-03-26
PR	1.00	i18n: add pt-BR translations for newly added UI items and co	joaoback	PR body explicitly mentions AI collabora	2026-03-26
Show more …

huggingface/transformers

Analysis report — 2026-03-27

AII Trend

↑5.2%

9.7%

AI Score

1.0%

Bot Rate

7/100

AI Commits

13/100

AI PRs

0/7

AI Reviews

Commit 7/100

PR 13/100

Review 0/7

Events (200)

Type	AI Score	Description	Actor	Reason	Date
COMMIT	1.00	fix: protect torch imports in processing files and fix impor	ArthurZucker	Commit message contains explicit AI assi	2026-03-27
COMMIT	1.00	Fix release full (#45029)	ArthurZucker	Commit message contains explicit AI assi	2026-03-27
COMMIT	1.00	Add `base_model_tp_plan` to `OlmoeConfig` (#44668)	dacorvo	Commit message contains explicit AI assi	2026-03-26
COMMIT	1.00	Fix `maybe_autocast` crashing on meta device tensors (#44984	Butanium	Commit message contains explicit AI assi	2026-03-25
COMMIT	1.00	LwDetrImageLoss: Fix dtype casting to prevent crash when usi	m-matthias	Commit message contains explicit AI assi	2026-03-24
COMMIT	1.00	fix(i18n): replace broken relative links to awesome-transfor	NicoleRobin	Commit message contains explicit AI assi	2026-03-23
PR	1.00	Remove unused TensorFlow env var	Sai-Suraj-27	PR body explicitly mentions AI collabora	2026-03-27
PR	1.00	[fix] BC for legacy configs with top-level rope_theta when r	matdou	PR body explicitly mentions AI collabora	2026-03-26
PR	1.00	Fix failing `XCLIPModelIntegrationTest`	Sai-Suraj-27	PR body explicitly mentions AI collabora	2026-03-27
PR	1.00	Fix failing `SmolLM3IntegrationTest`	Sai-Suraj-27	PR body explicitly mentions AI collabora	2026-03-27
PR	1.00	Update _config.py	popotest	PR body explicitly mentions AI collabora	2026-03-26
PR	1.00	Pass packed boundary metadata to Qwen3.5 linear-attention fa	sdharani91	PR body explicitly mentions AI collabora	2026-03-26
PR	1.00	style was missing sorry @ydshieh :)	ArthurZucker	PR body explicitly mentions AI collabora	2026-03-27
PR	1.00	add missing colon in custom_attention function signature in	asuryateja	PR body explicitly mentions AI collabora	2026-03-26
PR	1.00	docs: add PermuteForRope to conversion operations reverse ta	asuryateja	PR body explicitly mentions AI collabora	2026-03-26
Show more …

mem0ai/mem0

Analysis report — 2026-03-27

AII Trend

↑21.0%

33.8%

AI Score

2.5%

Bot Rate

41/100

AI Commits

6/100

AI PRs

1/2

AI Reviews

Commit 41/100

PR 6/100

Review 1/2

Events (200)

Type	AI Score	Description	Actor	Reason	Date
COMMIT	1.00	fix(vector_stores): handle vector=None in Milvus and Qdrant	utkarsh240799	Commit message contains explicit AI assi	2026-03-27
COMMIT	1.00	fix(memory): set updated_at on creation and preserve pre-exi	utkarsh240799	Commit message contains explicit AI assi	2026-03-27
COMMIT	1.00	chore: updating the sdk version and changelog (#4561)	kartik-mem0	Commit message contains explicit AI assi	2026-03-26
COMMIT	1.00	fix: merge multiple filter operators for same key (#4559)	utkarsh240799	Commit message contains explicit AI assi	2026-03-26
COMMIT	1.00	fix: prevent SQL injection in Databricks vector store (#4558	utkarsh240799	Commit message contains explicit AI assi	2026-03-26
COMMIT	1.00	docs: fix OSS REST API endpoint discrepancies (#4555)	utkarsh240799	Commit message contains explicit AI assi	2026-03-26
COMMIT	1.00	fix: update parameter added to the update function which is	zaiddkhan	Commit message contains explicit AI assi	2026-03-26
COMMIT	1.00	docs: fix LLM reranker config examples and field names (#453	utkarsh240799	Commit message contains explicit AI assi	2026-03-26
COMMIT	1.00	fix(openclaw): improve credential detection in extraction in	chaithanyak42	Commit message contains explicit AI assi	2026-03-26
COMMIT	1.00	fix: handle chatty LLM responses in JSON parsing (#4525)	utkarsh240799	Commit message contains explicit AI assi	2026-03-26
COMMIT	1.00	fix(openclaw): prevent extraction of standalone timestamps a	chaithanyak42	Commit message contains explicit AI assi	2026-03-26
COMMIT	1.00	Fix: prevent double embedding in mem0.add (fixes #3723) (#39	veeceey	Commit message contains explicit AI assi	2026-03-25
COMMIT	1.00	MCP: add Streamable HTTP transport endpoint (#4122)	lan17	Commit message contains explicit AI assi	2026-03-25
COMMIT	1.00	feat: expose infer param in MCP add_memories tool (#4517)	utkarsh240799	Commit message contains explicit AI assi	2026-03-25
COMMIT	1.00	fix: prevent in-place mutation of metadata in _create_memory	utkarsh240799	Commit message contains explicit AI assi	2026-03-25
Show more …

torvalds/linux

Analysis report — 2026-03-27

AII Trend

→ Flat

0.0%

AI Score

0.0%

Bot Rate

0/100

AI Commits

0/0

AI PRs

0/0

AI Reviews

Commit 0/100

PR 0/0

Review 0/0

Events (100)

Type	AI Score	Description	Actor	Reason	Date
COMMIT	0.00	Revert "ALSA: hda/intel: Add MSI X870E Tomahawk to denylist"	superm1	Technical revert message with kernel con	2026-03-26
COMMIT	0.00	ALSA: usb-audio: Add iface reset and delay quirk for AB17X U	LianqinHu	Domain-specific and technical with infor	2026-03-25
COMMIT	0.00	ALSA: hda/realtek: add HP Laptop 15-fd0xxx mute LED quirk	unknown	Uses technical jargon and concise patch	2026-03-23
COMMIT	0.00	ALSA: usb-audio: Exclude Scarlett 2i4 1st Gen from SKIP_IFAC	geoffreybennett	Technical language, concise and lacks ge	2026-03-23
COMMIT	0.00	ALSA: hda/realtek: Add mute LED quirk for HP Pavilion 15-eg0	donCESAR12345	Uses domain-specific hda-verb references	2026-03-21
COMMIT	0.00	ALSA: hda/realtek - Fixed Speaker Mute LED for HP EliteBoard	KailangYang	Slightly more explanatory, but still tec	2026-03-19
COMMIT	0.00	xfs: remove file_path tracepoint data	unknown	Technical, informal, and makes personal	2026-03-23
COMMIT	0.00	xfs: don't irele after failing to iget in xfs_attri_recover_	unknown	Direct, terse patch rationale; no AI-lik	2026-03-23
COMMIT	0.00	net: macb: use the current queue number for stats	vlrpl	—	2026-03-23
COMMIT	0.00	netfilter: ctnetlink: use netlink policy range checks	devnexen	—	2026-03-25
COMMIT	0.00	netfilter: nf_conntrack_sip: fix use of uninitialized rtp_ad	winmin	—	2026-03-25
COMMIT	0.00	netfilter: nf_conntrack_expect: skip expectations in other n	ummakynes	—	2026-03-25
COMMIT	0.00	netfilter: nf_conntrack_expect: store netns and zone in expe	ummakynes	—	2026-03-25
COMMIT	0.00	netfilter: ctnetlink: ensure safe access to master conntrack	ummakynes	—	2026-03-25
COMMIT	0.00	netfilter: nf_conntrack_expect: use expect->helper	ummakynes	—	2026-03-25
Show more …

moeyui1/github-ai-detector

Analysis report — 2026-03-27

3.0%

AI Score

6.5%

Bot Rate

1/29

AI Commits

0/2

AI PRs

0/0

AI Reviews

Commit 1/29

PR 0/2

Review 0/0

Events (31)

Type	AI Score	Description	Actor	Reason	Date
COMMIT	0.70	feat: enhance README and localization with dynamic AII scori	moeyui1	Formal, generic phrasing like 'enhance'	2026-03-26
COMMIT	0.20	feat: enhance trending repos fetching with min_stars and act	moeyui1	Concise, domain-specific commit message,	2026-03-27
COMMIT	0.20	feat: add support for trending AI repos in configuration and	moeyui1	Brief, straightforward technical descrip	2026-03-26
COMMIT	0.20	feat: switch model to DeepSeek-V3.2 and comment out gpt-4.1	moeyui1	Conventional, concise commit message wit	2026-03-26
COMMIT	0.10	feat: update page titles and add meta descriptions for SEO e	moeyui1	Conventional commit format, terse and ty	2026-03-27
COMMIT	0.10	Add daily AI Radar report badge to README	moeyui1	Short, factual commit message; concise a	2026-03-25
COMMIT	0.00	feat: add RSS feed generation and site configuration support	moeyui1	Brief, domain-specific commit message; n	2026-03-27
COMMIT	0.00	feat: update site URL for QR code in share images	moeyui1	Concise, domain-specific commit message	2026-03-27
COMMIT	0.00	Refactor analysis tool to focus on PRs and commits	moeyui1	Concise, technical changelog style witho	2026-03-27
COMMIT	0.00	feat: dynamically redistribute weights in AII calculation ba	moeyui1	Terse, domain-specific commit message ty	2026-03-26
COMMIT	0.00	feat: update site URL and enhance sharing functionality with	moeyui1	Brief, direct description with specific	2026-03-26
COMMIT	0.00	feat: add inactive_days configuration and skip inactive repo	moeyui1	Terse commit message with domain-specifi	2026-03-25
COMMIT	0.00	feat: enhance artifact restoration logic in workflows	moeyui1	Short, technical phrasing; lacks AI styl	2026-03-25
COMMIT	0.00	feat: add LLM_CONCURRENCY support and update configuration v	moeyui1	Concise, technical language; no AI-gener	2026-03-25
COMMIT	0.00	feat: add LLM provider support and update configuration for	moeyui1	Direct technical style; typical human co	2026-03-25
Show more …

public-apis/public-apis

Analysis report — 2026-03-27

9.2%

AI Score

0.0%

Bot Rate

0/100

AI Commits

5/100

AI PRs

0/0

AI Reviews

Commit 0/100

PR 5/100

Review 0/0

Events (200)

Type	AI Score	Description	Actor	Reason	Date
PR	1.00	Add svg.new API	svgnew	PR body explicitly mentions AI collabora	2026-03-27
PR	1.00	Add VOLO API	weihermans	PR body explicitly mentions AI collabora	2026-03-26
PR	1.00	Add Olostep API	umerkay	PR body explicitly mentions AI collabora	2026-03-25
PR	1.00	Add VerifyEd to Data Validation section	ckorhonen	PR body explicitly mentions AI collabora	2026-03-24
PR	1.00	Add DeepBlue API	ERROR403agent	PR body explicitly mentions AI collabora	2026-03-23
COMMIT	0.20	Update README.md	apilayer-admin	Minimal content; too generic to be AI-ge	2026-03-18
COMMIT	0.20	Update README.md	apilayer-admin	Minimal content; too generic to be AI-ge	2026-02-19
COMMIT	0.20	Update README.md	apilayer-admin	Minimal content; too generic to be AI-ge	2025-11-04
COMMIT	0.20	Update README.md	apilayer-admin	Minimal content; too generic to be AI-ge	2025-05-20
COMMIT	0.20	Update README.md	apilayer-admin	Minimal content; too generic to be AI-ge	2024-10-31
COMMIT	0.20	Update README.md	apilayer-admin	Minimal content; too generic to be AI-ge	2024-09-25
COMMIT	0.20	Update README.md	apilayer-admin	Minimal content; too generic to be AI-ge	2024-08-02
COMMIT	0.20	Update README.md	apilayer-admin	Minimal content; too generic to be AI-ge	2024-07-09
COMMIT	0.20	Update README.md	apilayer-admin	Minimal content; too generic to be AI-ge	2023-09-20
COMMIT	0.20	Update README.md	apilayer-admin	Terse, minimal description typical of hu	2023-09-20
Show more …

kamranahmedse/developer-roadmap

Analysis report — 2026-03-27

AII Trend

↑2.0%

11.7%

AI Score

50.5%

Bot Rate

0/100

AI Commits

11/100

AI PRs

1/1

AI Reviews

Commit 0/100

PR 11/100

Review 1/1

Events (200)

Type	AI Score	Description	Actor	Reason	Date
PR	1.00	docs: add spec-driven development video to vibe coding plann	cedricclyburn	PR body explicitly mentions AI collabora	2026-03-03
PR	0.70	docs: update PR #5	Fmarzochi	Repetitive phrasing and 'automated contr	2026-03-22
PR	0.70	docs: update PR #4	Fmarzochi	'automated contribution' implies AI invo	2026-03-22
PR	0.70	docs: update PR #3	Fmarzochi	'automated contribution' generic and aut	2026-03-22
PR	0.70	docs: update PR #2	Fmarzochi	'automated contribution' content is typi	2026-03-22
PR	0.70	docs: update PR #1	Fmarzochi	'automated contribution' indicates non-h	2026-03-22
PR	0.70	docs: update PR #4	Fmarzochi	'automated contribution' implies AI invo	2026-03-22
PR	0.70	docs: update PR #3	Fmarzochi	'automated contribution' generic and aut	2026-03-22
PR	0.70	docs: update PR #2	Fmarzochi	'automated contribution' content is typi	2026-03-22
PR	0.70	docs: update PR #1	Fmarzochi	'automated contribution' indicates non-h	2026-03-22
PR	0.70	docs: update PR #5	Fmarzochi	Repetitive phrasing and 'automated contr	2026-03-22
PR	0.40	Update blockchain roadmap title to Arbitrum	karamokoisrael	Direct, brief wording; no clear AI styli	2026-03-27
PR	0.40	Enhance Python roadmap with detailed description	MatheusDSantossi	Somewhat generic phrasing but not defini	2026-03-10
PR	0.30	Docs: Missing docstrings for public components (#9792)	zendy199x	Conforms to template; direct, specific w	2026-03-27
PR	0.30	docs: fix HTML syntax issues in readme.md	HuangZeLinCute	Detailed, well-structured, but some gene	2026-03-10
Show more …

donnemartin/system-design-primer

Analysis report — 2026-03-27

2.6%

AI Score

0.0%

Bot Rate

0/100

AI Commits

4/100

AI PRs

0/1

AI Reviews

Commit 0/100

PR 4/100

Review 0/1

Events (200)

Type	AI Score	Description	Actor	Reason	Date
PR	1.00	Fix 'Design a key-value store like Redis' link to point to d	danielalanbates	PR body explicitly mentions AI collabora	2026-02-20
PR	0.80	Convert system-design-primer to website	mayankjain25	Formal tone and polished phrasing ('Conv	2026-03-22
PR	0.80	docs: add translations of README	shps951023	Mentions auto AI pro and openai; AI-invo	2025-08-09
PR	0.70	docs: Add comprehensive README documentation with usage guid	girishlade111	Formal phrasing ('comprehensive, profess	2025-10-07
PR	0.30	ka: Add Georgian (ქართული) Translation	llukito	Slightly formal greeting, but overall hu	2026-01-29
PR	0.30	Improve punctuation and formatting in README	shaymolcho	Perfect grammar and formal phrasing, sli	2025-01-23
PR	0.20	fix: typo - scale aws	sunnykrGupta	Short, terse, and specific free-text sec	2025-12-02
PR	0.20	ko: Add Korean translation (README-ko.md)	hahmee	Technical and direct; some minor formali	2026-03-05
PR	0.20	added a requirements.txt file	niraj-mx07	Minimal content, consistent with human s	2026-02-08
PR	0.20	docs(tr): add Turkish README translation (README-tr.md)	alialtunoglu	Somewhat formal, but mainly technical an	2025-12-29
PR	0.20	Add Arabic Translation	MohamedMetwalli5	Native speaker statement, informal; no A	2025-02-26
PR	0.20	added 2 video lecture resource	divyanshusharma3031	Informal tone, technical references, lac	2025-07-15
PR	0.15	no significant changes to the code, I was just experimenting	VirdVissy	Casual experiment note, slight verbosity	2025-06-14
PR	0.10	vi: add Vietnamese translation	eliophan	Concise, domain-specific, human-like cha	2026-03-27
PR	0.10	Revise scalability lecture link and enhance topics list	Lk-ux	Brief changelog and minimal, human struc	2026-03-15
Show more …

facebook/react

Analysis report — 2026-03-27

5.4%

AI Score

7.5%

Bot Rate

1/100

AI Commits

4/100

AI PRs

0/3

AI Reviews

Commit 1/100

PR 4/100

Review 0/3

Events (200)

Type	AI Score	Description	Actor	Reason	Date
COMMIT	1.00	Fix useDeferredValue getting stuck (#36134)	gaearon	Explicitly credited to Claude; 'Written/	2026-03-24
PR	1.00	Fix useDeferredValue getting stuck	gaearon	Explicit: 'Written/debugged by Claude.'	2026-03-24
PR	0.90	[Feature] Add useList hook with remove and removeAt function	usmonovshohruxmirzo	Polite, overly formal overview with boil	2026-03-26
PR	0.80	Add credentialless as a recognized boolean attribute for ifr	vmx906	Formal, educational tone and phrasing ty	2026-03-26
PR	0.80	Fix/unhandled promise rejection stylesheet loading	Lihexs	Formal, explanatory writing style and st	2025-12-26
COMMIT	0.20	Enables Basic View Transition support for React Native Fabri	zeyap	Domain jargon and structured changelog;	2026-03-19
COMMIT	0.20	[enableInfiniteRenderLoopDetection] Warn about potential inf	hoxyq	Technical detail and informal errors; hu	2026-03-18
COMMIT	0.20	Fix focus set for delegated and already focused elements (#3	jackpope	Bug explanation and fix rationale; infor	2026-03-12
COMMIT	0.20	[Flight] Clear chunk reason after successful module initiali	unstubbable	Detailed technical error description; hu	2026-03-12
COMMIT	0.20	[compiler] Add fault tolerance plan document (#35872)	josephsavona	Slightly formal but concise; detailed te	2026-02-23
COMMIT	0.20	[eslint-plugin-react-hooks] Add ESLint v10 support (#35720)	azat-io	Some formal explanation, but technical a	2026-02-13
PR	0.20	[Fizz] Reduce chunk push overhead in HTML serialization	switz	Mentions collaboration with Claude; othe	2026-03-25
PR	0.20	fix: prevent false positive static flag error for conditiona	dev-priyanshu15	Direct fix explanation, some domain lang	2025-08-08
PR	0.20	Enables Basic View Transition support for React Native Fabri	zeyap	Technical summary and implementation; do	2026-02-11
PR	0.20	Add enableViewTransitionForPersistenceMode dynamic feature f	zeyap	Technical summary; flag details and conc	2026-03-11
Show more …

Significant-Gravitas/AutoGPT

Analysis report — 2026-03-27

AII Trend

↑1.3%

38.7%

AI Score

1.5%

Bot Rate

36/100

AI Commits

5/100

AI PRs

4/6

AI Reviews

Commit 36/100

PR 5/100

Review 4/6

Events (200)

Type	AI Score	Description	Actor	Reason	Date
COMMIT	1.00	feat(platform): admin preview marketplace submissions before	ntindle	Commit message contains explicit AI assi	2026-03-25
COMMIT	1.00	fix(backend): downgrade user-caused LLM API errors to warnin	Otto-AGPT	Commit message contains explicit AI assi	2026-03-24
COMMIT	1.00	fix(backend): allow admins to download submitted agents pend	ntindle	Commit message contains explicit AI assi	2026-03-24
COMMIT	1.00	docs: add Why/What/How structure to PR template, CLAUDE.md,	Otto-AGPT	Commit message contains explicit AI assi	2026-03-24
COMMIT	1.00	fix(backend+frontend): reduce Sentry noise from user-caused	Otto-AGPT	Commit message contains explicit AI assi	2026-03-23
COMMIT	1.00	fix(frontend): detect closed OAuth popup and allow dismissin	Otto-AGPT	Commit message contains explicit AI assi	2026-03-20
COMMIT	1.00	hotfix(marketplace): adjust card height overflow (#12497)	0ubbe	Commit message contains explicit AI assi	2026-03-20
COMMIT	1.00	refactor(frontend/marketplace): move download below Add to l	0ubbe	Commit message contains explicit AI assi	2026-03-20
COMMIT	1.00	fix(backend): support Responses API in SmartDecisionMakerBlo	ntindle	Commit message contains explicit AI assi	2026-03-20
COMMIT	1.00	docs(platform): add TDD guidance to CLAUDE.md files (#12491)	Otto-AGPT	Commit message contains explicit AI assi	2026-03-20
COMMIT	1.00	revert(platform): Revert invite system (#12485)	Pwuts	Commit message contains explicit AI assi	2026-03-19
COMMIT	1.00	fix(frontend): rename "CoPilot" to "AutoPilot" on credits pa	Otto-AGPT	Commit message contains explicit AI assi	2026-03-19
COMMIT	1.00	fix(frontend): collapse navbar text to icons below 1280px (#	0ubbe	Commit message contains explicit AI assi	2026-03-19
COMMIT	1.00	fix(frontend/marketplace): comprehensive marketplace UI rede	0ubbe	Commit message contains explicit AI assi	2026-03-19
COMMIT	1.00	feat(platform): replace suggestion pills with themed prompt	0ubbe	Commit message contains explicit AI assi	2026-03-19
Show more …

rasbt/LLMs-from-scratch

Analysis report — 2026-03-27

5.9%

AI Score

0.0%

Bot Rate

0/100

AI Commits

0/100

AI PRs

0/0

AI Reviews

Commit 0/100

PR 0/100

Review 0/0

Events (200)

Type	AI Score	Description	Actor	Reason	Date
COMMIT	0.40	Add some appendix E runtimes (#927)	rasbt	Repetitive commit lines suggest possible	2025-12-19
COMMIT	0.30	Add Tiny Aya from scratch (#962)	rasbt	Standard PR title format, but too generi	2026-02-19
COMMIT	0.30	Readability and code quality improvements (#959)	rasbt	Generic but plausible human commit messa	2026-02-18
COMMIT	0.30	Sliding window KV Cache bug fix (#925)	talentJay-ux	Structured but human bug report; slight	2025-12-16
COMMIT	0.30	Add Olmo 3 README (#915)	rasbt	README update with repetitive edits; min	2025-11-23
COMMIT	0.30	fix: correct role of the beta hyperparameter on the DPO loss	andreas-yin	Technical explanation, formal tone but n	2025-09-13
COMMIT	0.20	User argpars utils to show default args on command line	rasbt	Brief technical command line utility des	2026-03-02
COMMIT	0.20	remove redundant assignment (#961)	rasbt	Brief technical note, typical human comm	2026-02-19
COMMIT	0.20	Use correct input in layernorm example (#960)	rasbt	Bullet points follow human commit habit,	2026-02-19
COMMIT	0.20	Fix flex attention in PyTorch 2.10 (#957)	rasbt	Specific technical fix referencing PyTor	2026-02-09
COMMIT	0.20	Fix docstring parameter names in compute_dpo_loss function (	wozniakos10	Technical docstring fix, jargon present	2026-01-29
COMMIT	0.20	Update unit tests for CI (#952)	rasbt	CI update commits often terse; bullet fo	2026-01-27
COMMIT	0.20	Cover Python 3.12 (#933)	rasbt	Simple PR title referencing issue; typic	2025-12-27
COMMIT	0.20	Gated DeltaNet updates (#926)	rasbt	Concise, technical PR title; human-autho	2025-12-19
COMMIT	0.20	n_heads × d_head -> d_head × d_head in DeltaNet (#903)	rasbt	Structured explanation but uses human-li	2025-11-06
Show more …

hacksider/Deep-Live-Cam

Analysis report — 2026-03-27

27.5%

AI Score

3.5%

Bot Rate

9/100

AI Commits

4/100

AI PRs

4/4

AI Reviews

Commit 9/100

PR 4/100

Review 4/4

Events (200)

Type	AI Score	Description	Actor	Reason	Date
COMMIT	1.00	feat(ui): add hover tooltips to all controls	laurigates	Commit message contains explicit AI assi	2026-02-24
COMMIT	1.00	fix(macos): replace cv2_enumerate_cameras with safe bounded	laurigates	Commit message contains explicit AI assi	2026-02-22
COMMIT	1.00	perf(processing): optimize post-processing with float32 and	laurigates	Commit message contains explicit AI assi	2026-02-22
COMMIT	1.00	perf(face-swapper): optimize opacity handling and frame copi	laurigates	Commit message contains explicit AI assi	2026-02-22
COMMIT	1.00	feat: add GPEN-BFR 256 and 512 ONNX face enhancers	laurigates	Commit message contains explicit AI assi	2026-02-22
COMMIT	1.00	Update modules/processors/frame/face_swapper.py	davidstrouk	Commit message contains explicit AI assi	2025-05-04
COMMIT	1.00	Update modules/processors/frame/face_swapper.py	davidstrouk	Commit message contains explicit AI assi	2025-05-04
PR	1.00	perf(face-swapper): add warmup inference call after CoreML m	laurigates	PR body explicitly mentions AI collabora	2026-02-22
PR	1.00	perf(processors): remove unnecessary frame copy in post-proc	laurigates	PR body explicitly mentions AI collabora	2026-02-22
PR	1.00	fix(face-swapper): use thread-local storage for frame interp	laurigates	PR body explicitly mentions AI collabora	2026-02-22
PR	1.00	AI-generated code changes	CommitToday	PR body explicitly mentions AI collabora	2025-11-03
COMMIT	0.90	perf(ui): decouple face detection from swap in live webcam p	laurigates	Overly detailed, formal technical summar	2026-02-22
COMMIT	0.65	Optimization added	hacksider	Overly structured technical description	2026-02-06
PR	0.50	Switch to FP32 model by default, add run script	rohanrathi99	Somewhat formal and structured; final su	2026-03-27
COMMIT	0.35	Update version in README to 2.0.2c	hacksider	Structured but contains bold performance	2026-02-06
Show more …

OpenHands/OpenHands

Analysis report — 2026-03-27

14.9%

AI Score

4.5%

Bot Rate

2/100

AI Commits

40/100

AI PRs

0/8

AI Reviews

Commit 2/100

PR 40/100

Review 0/8

Events (200)

Type	AI Score	Description	Actor	Reason	Date
COMMIT	1.00	fix: treat llm_base_url="" as explicit clear in store_llm_se	LarytheLord	Commit message contains explicit AI assi	2026-03-20
COMMIT	1.00	fix(security): add sleep to container wait loop (#12869)	Fieldnote-Echo	Commit message contains explicit AI assi	2026-03-18
PR	1.00	chore: Add sdk to mypy checking and fix the resulting errors	raymyers	PR body explicitly mentions AI collabora	2026-03-27
PR	1.00	feat(frontend): Display LLM model on conversation cards and	sjathin	PR body explicitly mentions AI collabora	2026-03-26
PR	1.00	refactor(frontend): replace loading spinner with static icon	hieptl	PR body explicitly mentions AI collabora	2026-03-27
PR	1.00	fix(frontend): reduce padding and gap for chat status indica	hieptl	PR body explicitly mentions AI collabora	2026-03-27
PR	1.00	Add /docs/ folder with README.md for new contributors	Colt1831	PR body explicitly mentions AI collabora	2026-03-27
PR	1.00	fix(frontend): tab icon overflow on mobile devices	hieptl	PR body explicitly mentions AI collabora	2026-03-27
PR	1.00	fix(frontend): set max width for toast messages	hieptl	PR body explicitly mentions AI collabora	2026-03-27
PR	1.00	refactor(frontend): add white background color on learn more	hieptl	PR body explicitly mentions AI collabora	2026-03-27
PR	1.00	fix(frontend): add missing border radius to diff view	hieptl	PR body explicitly mentions AI collabora	2026-03-27
PR	1.00	Release 1.6.0	mamoodi	PR body explicitly mentions AI collabora	2026-03-26
PR	1.00	Fix: restore conversation link in PR bodies created via MCP	enyst	PR body explicitly mentions AI collabora	2026-02-26
PR	1.00	Deprecate Legacy-V0 server routes in OpenAPI	enyst	Explicit mention of 'OpenHands-GPT-5.2';	2026-02-19
PR	1.00	feat(frontend): Add view mode toggle (old/diff/new) to file	VascoSch92	PR body explicitly mentions AI collabora	2026-03-21
Show more …

FlowiseAI/Flowise

Analysis report — 2026-03-27

19.9%

AI Score

3.5%

Bot Rate

22/100

AI Commits

13/100

AI PRs

0/5

AI Reviews

Commit 22/100

PR 13/100

Review 0/5

Events (200)

Type	AI Score	Description	Actor	Reason	Date
COMMIT	1.00	Fix Mass Assignment in Variables Endpoints (#5955)	christopherholland-workday	Commit message contains explicit AI assi	2026-03-27
COMMIT	1.00	Hardcoded CORS wildcard on TTS endpoint enables cross-origin	christopherholland-workday	Commit message contains explicit AI assi	2026-03-23
COMMIT	1.00	feat(agentflow): update behaviour for Start node, Http Node,	jocelynlin-wd	Commit message contains explicit AI assi	2026-03-20
COMMIT	1.00	FLOWISE-262 Add ConditionAgent ScenariosInput with dynamic o	jocelynlin-wd	Commit message contains explicit AI assi	2026-03-19
COMMIT	1.00	feat(agentflow): implement deduplication for API client (#60	jocelynlin-wd	Commit message contains explicit AI assi	2026-03-17
COMMIT	1.00	feat(agentflow): add Rich Text editor for Content Editing (F	jocelynlin-wd	Commit message contains explicit AI assi	2026-03-17
COMMIT	1.00	feat(agentflow): MessagesInput, StructuredOutputBuilder + Ex	jocelynlin-wd	Commit message contains explicit AI assi	2026-03-13
COMMIT	1.00	Feat/agentflow async input handlers (#5956)	j-sanaa	Commit message contains explicit AI assi	2026-03-12
COMMIT	1.00	feat(agentflow): ConditionBuilder + dynamic output ports (FL	jocelynlin-wd	Commit message contains explicit AI assi	2026-03-12
COMMIT	1.00	fix(ci): avoid workspace: protocol error in publish-agentflo	jocelynlin-wd	Commit message contains explicit AI assi	2026-03-11
COMMIT	1.00	Fixes to password reset functionality (#5913)	christopherholland-workday	Commit message contains explicit AI assi	2026-03-11
COMMIT	1.00	Prevent IDOR Takeover of DocumentStores (#5914)	christopherholland-workday	Commit message contains explicit AI assi	2026-03-10
COMMIT	1.00	refactor(agentflow): use design tokens for validation colors	jocelynlin-wd	Commit message contains explicit AI assi	2026-03-09
COMMIT	1.00	Stop LLM Generated Code from Having Any Additional Imports (	christopherholland-workday	Explicit AI attribution in Co-authored-b	2026-03-05
COMMIT	1.00	feat(agentflow): add field visibility engine with show/hide	jocelynlin-wd	Commit message contains explicit AI assi	2026-03-04
Show more …

jingyaogong/minimind

Analysis report — 2026-03-27

1.8%

AI Score

0.0%

Bot Rate

0/100

AI Commits

0/81

AI PRs

0/0

AI Reviews

Commit 0/100

PR 0/81

Review 0/0

Events (181)

Type	AI Score	Description	Actor	Reason	Date
COMMIT	0.20	[fix] harmonize template	jingyaogong	Uses technical term 'harmonize' but in b	2025-11-06
COMMIT	0.15	fix: attn_forwad when is_causal=True assert attn_mask is Non	yuyu5333	Slightly more descriptive but remains te	2025-11-18
COMMIT	0.10	[update] params log	jingyaogong	Bare-bones commit messages typical of hu	2026-01-07
COMMIT	0.10	[update] mask log	jingyaogong	Bare-bones commit messages typical of hu	2026-01-07
COMMIT	0.10	[update] readme	jingyaogong	Bare-bones commit messages typical of hu	2026-01-06
COMMIT	0.10	[update] simplify loader	jingyaogong	Bare-bones commit messages typical of hu	2026-01-05
COMMIT	0.10	[update] readme	jingyaogong	Bare-bones commit messages typical of hu	2026-01-05
COMMIT	0.10	[update] rename train tokenizer	jingyaogong	Bare-bones commit messages typical of hu	2026-01-05
COMMIT	0.10	[update] readme	jingyaogong	Bare-bones commit messages typical of hu	2026-01-05
COMMIT	0.10	[fix] messages num	jingyaogong	Bare-bones commit messages typical of hu	2026-01-04
COMMIT	0.10	[fix] dist cleanup	jingyaogong	Bare-bones commit messages typical of hu	2026-01-02
COMMIT	0.10	[feat] update yarn	jingyaogong	Extremely terse commit-style messages wi	2025-12-01
COMMIT	0.10	[feat] release memory	jingyaogong	Very brief technical phrasing typical of	2025-11-27
COMMIT	0.10	[fix] ppo mask	jingyaogong	Minimal message uses domain abbreviation	2025-11-19
COMMIT	0.10	[fix] model attn_mask	jingyaogong	Concise technical fix reference with dom	2025-11-19
Show more …

thedotmack/claude-mem

Analysis report — 2026-03-27

66.2%

AI Score

0.0%

Bot Rate

79/100

AI Commits

8/100

AI PRs

6/6

AI Reviews

Commit 79/100

PR 8/100

Review 6/6

Events (200)

Type	AI Score	Description	Actor	Reason	Date
COMMIT	1.00	docs: update CHANGELOG.md for v10.6.2	thedotmack	Commit message contains explicit AI assi	2026-03-21
COMMIT	1.00	chore: bump version to 10.6.2	thedotmack	Commit message contains explicit AI assi	2026-03-21
COMMIT	1.00	fix: stop spinner from spinning forever (#1440)	thedotmack	Commit message contains explicit AI assi	2026-03-21
COMMIT	1.00	feat: strip tags before DB storage (#13	thedotmack	Commit message contains explicit AI assi	2026-03-19
COMMIT	1.00	docs: update CHANGELOG.md for v10.6.1	thedotmack	Commit message contains explicit AI assi	2026-03-18
COMMIT	1.00	chore: bump version to 10.6.1	thedotmack	Commit message contains explicit AI assi	2026-03-18
COMMIT	1.00	feat(timeline-report): detect git worktree and use parent pr	thedotmack	Commit message contains explicit AI assi	2026-03-18
COMMIT	1.00	docs: update CHANGELOG.md for v10.6.0	thedotmack	Commit message contains explicit AI assi	2026-03-18
COMMIT	1.00	chore: bump version to 10.6.0	thedotmack	Commit message contains explicit AI assi	2026-03-18
COMMIT	1.00	fix(openclaw): inject context via system prompt instead of o	Glucksberg	Commit message contains explicit AI assi	2026-03-18
COMMIT	1.00	chore: bump version to 10.5.6	thedotmack	Commit message contains explicit AI assi	2026-03-16
COMMIT	1.00	chore: rebuild worker-service.cjs with latest source changes	thedotmack	Commit message contains explicit AI assi	2026-03-16
COMMIT	1.00	feat: add embedded Process Supervisor for unified process li	thedotmack	Commit message contains explicit AI assi	2026-03-16
COMMIT	1.00	fix: always pass --ssl flag to chroma-mcp in remote mode (#1	vnz	Commit message contains explicit AI assi	2026-03-13
COMMIT	1.00	fix: prevent infinite restart loop on FOREIGN KEY constraint	laihenyi	Commit message contains explicit AI assi	2026-03-13
Show more …

ItzCrazyKns/Vane

Analysis report — 2026-03-27

4.4%

AI Score

0.0%

Bot Rate

3/100

AI Commits

2/100

AI PRs

0/2

AI Reviews

Commit 3/100

PR 2/100

Review 0/2

Events (200)

Type	AI Score	Description	Actor	Reason	Date
COMMIT	1.00	Update src/components/Navbar.tsx	ItzCrazyKns	Commit message contains explicit AI assi	2025-12-27
COMMIT	1.00	Update src/components/MessageActions/Copy.tsx	ItzCrazyKns	Commit message contains explicit AI assi	2025-12-27
COMMIT	1.00	Update src/components/WeatherWidget.tsx	ItzCrazyKns	Commit message contains explicit AI assi	2025-12-27
PR	1.00	fix: guard against undefined .slice() calls in search action	MaxwellCalkin	PR body explicitly mentions AI collabora	2026-03-08
PR	1.00	fix: strip markdown code block wrappers before JSON parsing	MaxwellCalkin	PR body explicitly mentions AI collabora	2026-03-08
COMMIT	0.50	feat(steps): display after loading animation	ItzCrazyKns	Descriptive feature; clear technical con	2025-12-24
COMMIT	0.10	fix: add typing_extensions to Dockerfile to resolve build er	marexxxxxxx	Brief technical explanation with specifi	2026-03-08
COMMIT	0.10	Add timeout and validation to SearXNG search	joaquinescalante23	Brief human-written title only, no text	2026-03-04
COMMIT	0.10	Update copyright year in LICENSE file	ItzCrazyKns	Minimal commit-like message, no AI styli	2026-02-13
COMMIT	0.10	Update README.md	ItzCrazyKns	Generic update message, too brief for AI	2026-01-10
COMMIT	0.10	Update docker-compose.yaml	ItzCrazyKns	Simple file update, no AI stylistic patt	2026-01-08
COMMIT	0.10	feat(app): lint & beautify	ItzCrazyKns	Terse technical message, typical human c	2026-01-03
COMMIT	0.10	feat(actions): prevent double conversion to object array	ItzCrazyKns	Technical action description, lacks AI h	2026-01-01
COMMIT	0.10	feat(package): bump version	ItzCrazyKns	Simple version bump message, no AI indic	2025-12-31
COMMIT	0.10	feat(providers): extract/repair json before parsing	ItzCrazyKns	Technical jargon, brief and direct human	2025-12-31
Show more …

tensorflow/tensorflow

Analysis report — 2026-03-27

AII Trend

↓0.7%

0.7%

AI Score

50.0%

Bot Rate

3/100

AI Commits

0/100

AI PRs

0/0

AI Reviews

Commit 3/100

PR 0/100

Review 0/0

Events (200)

Type	AI Score	Description	Actor	Reason	Date
COMMIT	0.70	Automated Code Change	tensorflower-gardener	Explicitly labeled as 'Automated Code Ch	2026-03-26
COMMIT	0.70	Automated Code Change	tensorflower-gardener	Title is explicitly 'Automated Code Chan	2026-03-26
COMMIT	0.70	Automated Code Change	tensorflower-gardener	Title is explicitly 'Automated Code Chan	2026-03-26
COMMIT	0.20	Automated Code Change	tensorflower-gardener	Generic phrase 'Automated Code Change' s	2026-03-27
COMMIT	0.00	emit BitonicSort as CustomKernelThunk	ermilovmaxim	Technical commit message; terse and spec	2026-03-27
COMMIT	0.00	Fix typo in `tsl::monitoring::Buckets::Exponential` document	mrguenther	Concise human-style commit, domain-speci	2026-03-27
COMMIT	0.00	Remove unused `TransactionToken` and associated methods from	ddunl	Removal refactoring message; no AI signa	2026-03-27
COMMIT	0.00	Add support for Named sharding format in ShardingFormatPicke	unknown	Detailed technical PR, domain terms, no	2026-03-27
COMMIT	0.00	Migrate tuple_test to PjRt runtime.	nvgrw	Direct, technical test migration with mi	2026-03-27
COMMIT	0.00	Fix `GetMeshAxesPartitionGroupsForReplication` for NamedShar	unknown	Technical fix explanation, clear domain	2026-03-27
COMMIT	0.00	[IFRT IR] Remove ifrt_mpmd_py bindings are they've been repl	ICGog	Informal commit, typo but clear domain k	2026-03-27
COMMIT	0.00	Simplify PjRtDeviceEvent by moving event tracking to CommonP	pschuh	Terse commit; technical detail, not AI-l	2026-03-27
COMMIT	0.00	[PjRt-IFRT] Remove spurious warning messages during executab	hyeontaek	Technical explanation; informative, not	2026-03-27
COMMIT	0.00	Integrate LLVM at llvm/llvm-project@9a0b003dde83	tensorflower-gardener	Repository sync message, standard for LL	2026-03-27
COMMIT	0.00	Roll forward with fix	junwhanahn	Very terse, standard revert commit messa	2026-03-27
Show more …