🛸 AI Involvement Ranking

RSS

Tracking AI-generated code across open-source repositories · 2026-03-25 · 14 repos

#1

Repository

openclaw/openclaw

AI Commits

8/100

AI PRs

18/100

AI Reviews

378/386

Bot Rate

0.0%

Trend

↑13.1%

AI Score

30.6%

C 8/100

PR 18/100

R 378/386

Bot 0.0%

#2

Repository

mem0ai/mem0

AI Commits

32/100

AI PRs

6/100

AI Reviews

0/1

Bot Rate

1.5%

Trend

↑21.0%

AI Score

20.1%

C 32/100

PR 6/100

R 0/1

Bot 1.5%

#3

Repository

open-webui/open-webui

AI Commits

1/100

AI PRs

46/100

AI Reviews

0/1

Bot Rate

1.0%

Trend

↓1.4%

AI Score

15.5%

C 1/100

PR 46/100

R 0/1

Bot 1.0%

#4

Repository

huggingface/transformers

AI Commits

5/100

AI PRs

9/100

AI Reviews

2/37

Bot Rate

0.0%

Trend

↑5.2%

AI Score

7.8%

C 5/100

PR 9/100

R 2/37

Bot 0.0%

#5

Repository

HKUDS/nanobot

AI Commits

7/100

AI PRs

5/100

AI Reviews

0/0

Bot Rate

0.0%

Trend

↑11.9%

AI Score

7.5%

C 7/100

PR 5/100

R 0/0

Bot 0.0%

#6

Repository

TheAlgorithms/Python

AI Commits

2/100

AI PRs

0/100

AI Reviews

0/26

Bot Rate

13.5%

AI Score

5.3%

C 2/100

PR 0/100

R 0/26

Bot 13.5%

#7

Repository

facebook/react

AI Commits

1/100

AI PRs

1/100

AI Reviews

0/0

Bot Rate

5.5%

Trend

↓1.3%

AI Score

5.1%

C 1/100

PR 1/100

R 0/0

Bot 5.5%

#8

Repository

ollama/ollama

AI Commits

1/100

AI PRs

2/100

AI Reviews

0/3

Bot Rate

0.0%

Trend

→

AI Score

2.5%

C 1/100

PR 2/100

R 0/3

Bot 0.0%

#9

Repository

freeCodeCamp/freeCodeCamp

AI Commits

3/100

AI PRs

0/100

AI Reviews

0/5

Bot Rate

8.0%

Trend

↓1.3%

AI Score

2.4%

C 3/100

PR 0/100

R 0/5

Bot 8.0%

#10

Repository

ossu/computer-science

AI Commits

0/100

AI PRs

0/100

AI Reviews

0/0

Bot Rate

0.0%

Trend

↑0.5%

AI Score

2.3%

C 0/100

PR 0/100

R 0/0

Bot 0.0%

#11

Repository

kamranahmedse/developer-roadmap

AI Commits

0/100

AI PRs

11/100

AI Reviews

0/0

Bot Rate

51.0%

Trend

↑2.0%

AI Score

1.6%

C 0/100

PR 11/100

R 0/0

Bot 51.0%

#12

Repository

torvalds/linux

AI Commits

2/100

AI PRs

0/0

AI Reviews

0/0

Bot Rate

0.0%

Trend

→

AI Score

1.0%

C 2/100

PR 0/0

R 0/0

Bot 0.0%

#13

Repository

tensorflow/tensorflow

AI Commits

1/100

AI PRs

0/100

AI Reviews

0/0

Bot Rate

45.5%

Trend

↓0.7%

AI Score

0.3%

C 1/100

PR 0/100

R 0/0

Bot 45.5%

#14

Repository

moeyui1/github-ai-detector

AI Commits

0/19

AI PRs

0/0

AI Reviews

0/0

Bot Rate

0.0%

Trend

↑2.8%

AI Score

0.3%

C 0/19

PR 0/0

R 0/0

Bot 0.0%

📋 Detail

Repository	AII	Trend	Bot Rate	AI Commits	AI PRs	AI Reviews	Events
openclaw/openclaw	30.6%	↑13.1%	0.0%	8/100	18/100	378/386	200
mem0ai/mem0	20.1%	↑21.0%	1.5%	32/100	6/100	0/1	200
open-webui/open-webui	15.5%	↓1.4%	1.0%	1/100	46/100	0/1	200
huggingface/transformers	7.8%	↑5.2%	0.0%	5/100	9/100	2/37	200
HKUDS/nanobot	7.5%	↑11.9%	0.0%	7/100	5/100	0/0	200
TheAlgorithms/Python	5.3%	—	13.5%	2/100	0/100	0/26	200
facebook/react	5.1%	↓1.3%	5.5%	1/100	1/100	0/0	200
ollama/ollama	2.5%	→	0.0%	1/100	2/100	0/3	200
freeCodeCamp/freeCodeCamp	2.4%	↓1.3%	8.0%	3/100	0/100	0/5	200
ossu/computer-science	2.3%	↑0.5%	0.0%	0/100	0/100	0/0	200
kamranahmedse/developer-roadmap	1.6%	↑2.0%	51.0%	0/100	11/100	0/0	200
torvalds/linux	1.0%	→	0.0%	2/100	0/0	0/0	100
tensorflow/tensorflow	0.3%	↓0.7%	45.5%	1/100	0/100	0/0	200
moeyui1/github-ai-detector	0.3%	↑2.8%	0.0%	0/19	0/0	0/0	19

HKUDS/nanobot

Analysis report — 2026-03-25

AII Trend

↑11.9%

7.5%

AI Score

0.0%

Bot Rate

7/100

AI Commits

5/100

AI PRs

0/0

AI Reviews

Commit 7/100

PR 5/100

Review 0/0

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
COMMIT	1.00	fix(custom_provider): show raw API error instead of JSONDeco	unknown	Commit message contains explicit AI assi	2026-03-20
COMMIT	1.00	fix(tests): use --no-interactive for non-interactive onboard	chengyongru	Commit message contains explicit AI assi	2026-03-17
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	feat: per-request system prompt and env for multi-tenant emb	rubychilds	Explicitly states AI-generated with Clau	2026-03-25
PR	1.00	feat: optional Docker sandbox for shell exec tool	rubychilds	AI origination signaled by Claude Code a	2026-03-25
PR	1.00	feat: add Railway.app deployment config	rubychilds	Explicit Claude Code AI generation noted	2026-03-25
PR	1.00	fix: make heartbeat stateless by default	xiwuqi	PR body explicitly mentions AI collabora	2026-03-24
PR	0.50	Fix environment variable handling and add setup wizard for d	holk26	Somewhat formal phrasing and generic, bu	2026-03-24
PR	0.30	Webchat	dmahurin	Technical, slightly formal, but lacks AI	2026-03-08
PR	0.25	feat(whatsapp): add media send/receive support	Zeknes	Structured, some formal phrasing; mainly	2026-03-14
Show more …

openclaw/openclaw

Analysis report — 2026-03-25

AII Trend

↑13.1%

30.6%

AI Score

0.0%

Bot Rate

8/100

AI Commits

18/100

AI PRs

378/386

AI Reviews

Commit 8/100

PR 18/100

Review 378/386

Events (200)

Type	AI Score	Description	Actor	Reason	Date
COMMIT	1.00	fix: apply host-env blocklist to auth-profile env refs in da	jacobtomlinson	Commit message contains explicit AI assi	2026-03-25
COMMIT	1.00	fix(talk-voice): enforce operator.admin scope on /voice set	jacobtomlinson	Commit message contains explicit AI assi	2026-03-25
COMMIT	1.00	fix(release): add plugin-sdk:check-exports to release:check	xieyongliang	Commit message contains explicit AI assi	2026-03-25
COMMIT	1.00	fix(feishu): use message create_time for inbound timestamps	schumilin	Commit message contains explicit AI assi	2026-03-25
COMMIT	1.00	fix(feishu): close WebSocket connections on monitor stop (#5	schumilin	Commit message contains explicit AI assi	2026-03-25
COMMIT	1.00	fix: isolate session:patch hook payload (#53880) (thanks @gr	graciegould	Commit message contains explicit AI assi	2026-03-25
COMMIT	1.00	fix: validate config before restart + derive loaded from rea	hclsys	Commit message contains explicit AI assi	2026-03-25
COMMIT	1.00	fix(daemon): bootstrap stopped service on `gateway start`	hclsys	Commit message contains explicit AI assi	2026-03-24
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	fix: QMD 1.1+ mcporter compatibility with legacy fallback [A	armanddp	PR body explicitly mentions AI collabora	2026-03-25
PR	1.00	feat(tools): add MiniMax as bundled web search provider	JithendraNara	PR body explicitly mentions AI collabora	2026-03-25
PR	1.00	feat(windows): add native WinUI 3 companion app [AI-assisted	AlexAlves87	PR body explicitly mentions AI collabora	2026-03-25
PR	1.00	fix(cli): validate gateway-rpc --timeout	ruanrrn	PR body explicitly mentions AI collabora	2026-03-25
PR	1.00	[AI] WhatsApp: add configurable send retry for transient net	hassansys2	PR body explicitly mentions AI collabora	2026-03-25
PR	1.00	feat(agents): expose tools and their schemas via new after_t	lan17	Title includes '[AI-assisted]', explicit	2026-02-17
Show more …

ollama/ollama

Analysis report — 2026-03-25

AII Trend

→ Flat

2.5%

AI Score

0.0%

Bot Rate

1/100

AI Commits

2/100

AI PRs

0/3

AI Reviews

Commit 1/100

PR 2/100

Review 0/3

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
PR	1.00	api: check error from json.Unmarshal in checkError	LincolnBurrows2017	Explicitly states AI contribution in the	2026-03-19
PR	0.60	fix: remove duplicate TopLogprobs validation in GenerateHand	HEETMEHTA18	Generic overview section is formal and v	2026-03-21
PR	0.30	docs: fix broken markdown links, convert GitHub-style callou	maternion	Partially formal, but plenty of domain r	2026-02-22
PR	0.20	Add reranking support	manx98	Some formal phrasing, but contains domai	2026-02-09
PR	0.15	server: prevent system sleep during inference	mokshagnachintha	Template sections, technical specifics,	2026-03-25
PR	0.15	Add /api/tokenize and /api/detokenize endpoints for model-al	icedmoca	Detailed but technical and domain-approp	2025-08-22
PR	0.15	tools: warn when model tool call names don't match registere	MoonMao42	Informal tone and domain-specific conten	2026-03-21
PR	0.12	docs: fix Linux uninstall command that mangles paths with tr	r266-tech	Technical, example-driven, and informal—	2026-03-22
COMMIT	0.10	build: smarter docker parallelism (#14653)	dhiltgen	Structured explanation, minor polish, mo	2026-03-07
COMMIT	0.10	don't require pulling stubs for cloud models (#14574)	drifkin	Detailed, technical PR with domain terms	2026-03-03
PR	0.10	cmd/tui: add left arrow back navigation in model selector	hoyyeva	Technical, concise, includes minor typo	2026-03-18
PR	0.10	model/parsers: Close think block if tool block starts in Qwe	amatas	Direct experience, domain details, casua	2026-03-23
PR	0.10	Fix: Add VACUUM to database cleanup on shutdown	hnshah	Concise problem/solution format, technic	2026-03-25
PR	0.10	add MoltenVK support for Intel macs	jamfor999	Informal tone, domain knowledge, minor t	2026-03-22
Show more …

open-webui/open-webui

Analysis report — 2026-03-25

AII Trend

↓1.4%

15.5%

AI Score

1.0%

Bot Rate

1/100

AI Commits

46/100

AI PRs

0/1

AI Reviews

Commit 1/100

PR 46/100

Review 0/1

Events (200)

Type	AI Score	Description	Actor	Reason	Date
COMMIT	1.00	fix: replace bare string raises with proper exception types	alvinttang	Commit message contains explicit AI assi	2026-03-08
PR	1.00	perf: drop await tick() from chatEventHandler	Algorithm5838	PR body explicitly mentions AI collabora	2026-03-23
PR	1.00	fix: Admin API key creation permissions	jmleksan	PR body explicitly mentions AI collabora	2026-03-23
PR	1.00	perf: revert scheduleHistoryFlush from #22947	Algorithm5838	PR body explicitly mentions AI collabora	2026-03-25
PR	1.00	fix: prevent inconsistent conversation bubble sizes with YAM	harshad-dhokane	PR body explicitly mentions AI collabora	2026-03-25
PR	1.00	perf: remove getChatList from saveChatHandler	Algorithm5838	PR body explicitly mentions AI collabora	2026-03-24
PR	1.00	fix: handle non-existent models in bulk enable/disable opera	eynopv	PR body explicitly mentions AI collabora	2026-03-23
PR	1.00	fix: Enabling a tool that requires an auth flow returns to c	taylorwilsdon	PR body explicitly mentions AI collabora	2026-03-24
PR	1.00	feat: enable Terminals K8s Orchestrator policy management in	westbrook-ai	PR body explicitly mentions AI collabora	2026-03-25
PR	1.00	perf: O(1) end-tag detection via tail slice	Algorithm5838	PR body explicitly mentions AI collabora	2026-03-24
PR	1.00	perf: remove redundant getChatList call from sendMessage	Algorithm5838	PR body explicitly mentions AI collabora	2026-03-24
PR	1.00	feat: enable Terminals K8s Orchestrator policy management in	westbrook-ai	PR body explicitly mentions AI collabora	2026-03-25
PR	1.00	fix: use full_output() in reasoning content delta emit	Algorithm5838	PR body explicitly mentions AI collabora	2026-03-24
PR	1.00	feat: Support for additional Anthropic tool content return t	regulad	PR body explicitly mentions AI collabora	2026-03-25
PR	1.00	fix: apply displayName filter in SCIM Groups GET endpoint	iTzxToast	PR body explicitly mentions AI collabora	2026-02-17
Show more …

huggingface/transformers

Analysis report — 2026-03-25

AII Trend

↑5.2%

7.8%

AI Score

0.0%

Bot Rate

5/100

AI Commits

9/100

AI PRs

2/37

AI Reviews

Commit 5/100

PR 9/100

Review 2/37

Events (200)

Type	AI Score	Description	Actor	Reason	Date
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
COMMIT	1.00	Update AFMoE architecture to use v5-style MoE impl (#44063)	AutumnAurelium	Commit message contains explicit AI assi	2026-03-19
COMMIT	1.00	Sdpa for owlvit (#42136)	Aravind-11	Commit message contains explicit AI assi	2026-03-17
PR	1.00	Add cuda compatibility check for using `grouped_mm`	Sai-Suraj-27	PR body explicitly mentions AI collabora	2026-03-25
PR	1.00	Add doc page for capturing outputs	zucchini-nlp	PR body explicitly mentions AI collabora	2026-03-23
PR	1.00	Add sarvam model	itazap	PR body explicitly mentions AI collabora	2026-03-25
PR	1.00	Add sarvam model	itazap	PR body explicitly mentions AI collabora	2026-03-25
PR	1.00	feat: Add router_logits override to enable Routing Replay fo	hemantmm	PR body explicitly mentions AI collabora	2026-03-23
PR	1.00	Fix CPU 16 bytes alignment issue using equivalent fallback	IlyasMoutawwakil	PR body explicitly mentions AI collabora	2026-03-24
PR	1.00	fixed import error with PILImageResampling	josh-kean	PR body explicitly mentions AI collabora	2026-03-23
PR	1.00	Fix: Add correct return behaviour when output_hidden_states=	Jess-Co-Del	PR body explicitly mentions AI collabora	2026-03-23
PR	1.00	try	ydshieh	PR body explicitly mentions AI collabora	2026-03-24
PR	0.55	🚨 Refactor ViT to updated standards	yonigozlan	"This PR aims at..." phrasing slightly C	2025-10-17
Show more …

mem0ai/mem0

Analysis report — 2026-03-25

AII Trend

↑21.0%

20.1%

AI Score

1.5%

Bot Rate

32/100

AI Commits

6/100

AI PRs

0/1

AI Reviews

Commit 32/100

PR 6/100

Review 0/1

Events (200)

Type	AI Score	Description	Actor	Reason	Date
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
COMMIT	1.00	fix: avoid sending both temperature and top_p to Anthropic A	utkarsh240799	Commit message contains explicit AI assi	2026-03-23
COMMIT	1.00	fix: clean up graph store data on Memory.delete() (#4505)	utkarsh240799	Commit message contains explicit AI assi	2026-03-23
COMMIT	1.00	fix: align Databricks docs with config and fix query mode se	utkarsh240799	Commit message contains explicit AI assi	2026-03-23
COMMIT	1.00	fix: add missing limit, threshold, infer, memory_type, and p	utkarsh240799	Commit message contains explicit AI assi	2026-03-23
COMMIT	1.00	fix: upgrade MongoDB vector store from deprecated knnVector	veeceey	Commit message contains explicit AI assi	2026-03-23
COMMIT	1.00	fix: use root LLM config as fallback for graph store instead	utkarsh240799	Commit message contains explicit AI assi	2026-03-21
COMMIT	1.00	fix(qdrant): implement enhanced metadata filtering operators	longway-code	Commit message contains explicit AI assi	2026-03-21
COMMIT	1.00	feat: integrate turbopuffer as vector database provider (#44	utkarsh240799	Commit message contains explicit AI assi	2026-03-21
COMMIT	1.00	fix(graph): soft-delete graph relationships instead of hard	sxu75374	Commit message contains explicit AI assi	2026-03-21
COMMIT	1.00	feat: add NemoClaw + Mem0 plugin setup scripts and quickstar	utkarsh240799	Commit message contains explicit AI assi	2026-03-21
COMMIT	1.00	docs: add Claude Code setup instructions for OpenMemory (#44	utkarsh240799	Commit message contains explicit AI assi	2026-03-21
Show more …

torvalds/linux

Analysis report — 2026-03-25

AII Trend

→ Flat

1.0%

AI Score

0.0%

Bot Rate

2/100

AI Commits

0/0

AI PRs

0/0

AI Reviews

Commit 2/100

PR 0/0

Review 0/0

Events (100)

Type	AI Score	Description	Actor	Reason	Date
COMMIT	1.00	selftests/bpf: Add tests for bpf_throw lock leak from subpro	theihor	Commit message contains explicit AI assi	2026-03-20
COMMIT	1.00	bpf: Fix exception exit lock checking for subprogs	theihor	Commit message contains explicit AI assi	2026-03-20
COMMIT	0.00	platform/x86: ISST: Correct locked bit width	spandruvada	Standard git commit format with clear te	2026-03-23
COMMIT	0.00	mm/damon/stat: monitor all System RAM resources	sjp38	Dense domain-specific content with casua	2026-03-16
COMMIT	0.00	mm/zswap: add missing kunmap_local()	unknown	Human style error description and inform	2026-03-16
COMMIT	0.00	mailmap: update email address for Muhammad Usama Anjum	unknown	Standard mailmap update using template,	2026-03-10
COMMIT	0.00	platform/x86: intel-hid: disable wakeup_mode during hibernat	corngood	Structured, bug-focused explanation with	2026-02-05
COMMIT	0.00	platform/x86: asus-armoury: add support for GZ302EA and GZ30	matte-schwartz	Brief, domain-specific language typical	2026-03-13
COMMIT	0.00	platform/x86: asus-nb-wmi: add DMI quirk for ASUS ROG Flow Z	matte-schwartz	Human-style, concise with specific techn	2026-03-12
COMMIT	0.00	platform/x86/amd/hsmp: Fix typo in error message	aloktiwa	Short typo fix description, natural tech	2026-03-10
COMMIT	0.00	platform/olpc: olpc-xo175-ec: Fix overflow error message to	aloktiwa	Direct technical explanation and fix rat	2026-03-10
COMMIT	0.00	platform/x86: lenovo: wmi-gamezone: Drop gz_chain_head	nathanchance	Historical explanation, references; no C	2026-03-13
COMMIT	0.00	platform/x86: ISST: Check HWP support before MSR access	lrq-max	Bug-focused, technical detail, system co	2026-03-03
COMMIT	0.00	platform/x86: hp-wmi: Add support for Omen 16-k0xxx (8A4D)	VulnX	Human-written style, specific hardware c	2026-03-02
COMMIT	0.00	platform/x86: hp-wmi: Add support for Omen 16-wf1xxx (8C76)	VulnX	Human-written, hardware-specific, focuse	2026-02-27
Show more …

moeyui1/github-ai-detector

Analysis report — 2026-03-25

0.3%

AI Score

0.0%

Bot Rate

0/19

AI Commits

0/0

AI PRs

0/0

AI Reviews

Commit 0/19

PR 0/0

Review 0/0

Events (19)

Type	AI Score	Description	Actor	Reason	Date
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 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
COMMIT	0.00	ci: store JSON data in artifact, deploy only HTML to gh-page	moeyui1	Brief, technical commit message; no AI s	2026-03-25
COMMIT	0.00	feat: add request summary table after analysis	moeyui1	Short, domain-specific phrasing, definit	2026-03-25
COMMIT	0.00	ci: upgrade checkout to v6 and setup-python to v6 (Node.js 2	moeyui1	Technical, minimal language; human-autho	2026-03-25
COMMIT	0.00	feat: add support for LLM provider and model via environment	moeyui1	Terse, technical commit message; lacks A	2026-03-25
COMMIT	0.00	chore: use secrets for OPENAI_BASE_URL, switch LLM provider	moeyui1	Technical commit message with specific p	2026-03-24
COMMIT	0.00	perf: add cache freshness check (24h tolerance), revert batc	moeyui1	Concise, technical changelog; lacks AI s	2026-03-24
COMMIT	0.00	Move OPENAI_BASE_URL to env	moeyui1	Brief, domain-specific commit message wi	2026-03-24
COMMIT	0.00	perf: switch batch API fetchers from concurrent to sequentia	moeyui1	Technical and concise, uses typical doma	2026-03-24
COMMIT	0.00	fix: distinguish rate-limit 403 from permission-denied 403	moeyui1	Human-style fix summary, direct and succ	2026-03-24
COMMIT	0.00	perf: reduce GitHub API rate limiting - lower concurrency, s	moeyui1	Detailed, domain-specific commit message	2026-03-24
Show more …

freeCodeCamp/freeCodeCamp

Analysis report — 2026-03-25

AII Trend

↓1.3%

2.4%

AI Score

8.0%

Bot Rate

3/100

AI Commits

0/100

AI PRs

0/5

AI Reviews

Commit 3/100

PR 0/100

Review 0/5

Events (200)

Type	AI Score	Description	Actor	Reason	Date
COMMIT	1.00	feat(curriculum): add working with express theory block (#66	majestic-owl448	Commit message contains explicit AI assi	2026-03-19
COMMIT	1.00	feat: add interactive JS courses to catalog (#66406)	jdwilkin4	Commit message contains explicit AI assi	2026-03-17
COMMIT	1.00	feat: add interactive python courses catalog (#66409)	jdwilkin4	Commit message contains explicit AI assi	2026-03-16
PR	0.30	feat: add Facebook share button to allow users to share work	Venkat-Entropik	Slightly formal but straightforward, pos	2026-03-24
PR	0.30	feat: add flash message on sign out	cyphercodes	Slightly more formal with bullet points	2026-03-23
PR	0.30	feat: add flash message on sign out	akshaydagar21	Slightly more formal with bullet points	2026-03-20
PR	0.20	fix: Fix typo in README.mdFix typos in README.md	23f2000441	Slight over-formality but no distinct AI	2026-03-22
PR	0.20	fix: Fix typo in README	22f3001159-cmyk	Slightly formal phrasing, 'This PR fixes	2026-03-21
PR	0.10	fix(curriculum): add missing closing backticks to a block in	DanielRosa74	Slightly formal phrasing in fix explanat	2026-03-24
PR	0.10	chore: reorder catalog items	jdwilkin4	Slightly formal in changelog but domain-	2026-03-24
PR	0.10	feat: add socrates	ahmaxed	Brief, direct feature note; nothing AI-l	2026-01-22
PR	0.10	feat(curriculum): EN-B1 quiz for block 13	anastasiiauk	Terse domain-specific title, incomplete	2026-03-23
PR	0.10	fix(curriculum): update Python V9 setter examples to call se	Jeevankumar-s	Highly domain-specific, checklist trunca	2026-03-04
PR	0.10	fix(curriculum): update step-53 td width workshop balance sh	AdityaSingh-18	Abbreviated technical update, human trun	2026-03-10
PR	0.10	feat: structured JSON-LD schema for superblock	ojeytonwilliams	Title only, incomplete checklist, no AI	2025-11-21
Show more …

kamranahmedse/developer-roadmap

Analysis report — 2026-03-25

AII Trend

↑2.0%

1.6%

AI Score

51.0%

Bot Rate

0/100

AI Commits

11/100

AI PRs

0/0

AI Reviews

Commit 0/100

PR 11/100

Review 0/0

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	Enhance Python roadmap with detailed description	MatheusDSantossi	Somewhat generic phrasing but not defini	2026-03-10
PR	0.30	docs: fix HTML syntax issues in readme.md	HuangZeLinCute	Detailed, well-structured, but some gene	2026-03-10
PR	0.20	Add Factory Floor to Claude Code community tools	davidpoblador	Detailed, domain-specific, with human-li	2026-03-24
PR	0.20	content(docker): add descriptions for Linux fundamentals top	inoovador	Technical, concise, and follows template	2026-03-23
Show more …

facebook/react

Analysis report — 2026-03-25

5.1%

AI Score

5.5%

Bot Rate

1/100

AI Commits

1/100

AI PRs

0/0

AI Reviews

Commit 1/100

PR 1/100

Review 0/0

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
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
COMMIT	0.18	[DevTools] Enable support for the React DevTools Client to c	fullstackhacker	Clear technical description, user testin	2026-02-24
COMMIT	0.15	[DevTools] feat: display subtree for Activity and dim in hid	hoxyq	Concise, domain-specific description; no	2026-03-23
COMMIT	0.15	[flags] land `enableTrustedTypesIntegration` (#35816)	rickhanlonii	Technical explanation with domain jargon	2026-02-25
Show more …

TheAlgorithms/Python

Analysis report — 2026-03-25

5.3%

AI Score

13.5%

Bot Rate

2/100

AI Commits

0/100

AI PRs

0/26

AI Reviews

Commit 2/100

PR 0/100

Review 0/26

Events (200)

Type	AI Score	Description	Actor	Reason	Date
COMMIT	1.00	Add narcissistic number finder with dynamic programming (#13	AliAlimohammadi	Commit message contains explicit AI assi	2026-01-04
COMMIT	1.00	[Searches] Fix Binary Search bug with duplicate elements (#1	shuhao-alan-fan	Commit message contains explicit AI assi	2025-12-13
PR	0.50	Create aho_codesick.py	signore662-beep	Text mirrors standard docstrings; possib	2026-03-14
PR	0.50	Create aho_codesick.py.	signore662-beep	Extensive standard docstring, unclear if	2026-03-14
PR	0.50	Create aho_codesick	signore662-beep	Standard algorithm docstring, could be C	2026-03-14
PR	0.50	Create aho_codesick.py.	signore662-beep	Standardized and possibly Copilot, but n	2026-03-14
PR	0.50	Create aho_codesick.py.	signore662-beep	Standard docstring, possibly AI-assisted	2026-03-14
PR	0.50	Create aho_corasick.py.	signore662-beep	Algorithm docstring; could be Copilot or	2026-03-14
PR	0.50	Create aho_corasick.py.	signore662-beep	Standard algorithm docstring; could be f	2026-03-14
PR	0.50	docs: Comprehensive README enhancements and additions	tanishq2520	Slightly formal/polite, but technical, n	2025-10-12
PR	0.40	Create z_algorithm.py.	signore662-beep	Somewhat formal phrasing in summary, but	2026-03-14
PR	0.40	Add Z-Algorithm.py for linear time pattern matching	signore662-beep	PR summary is a bit formal; technical de	2026-03-14
PR	0.30	fix stale alt text and minor wording improvements in README	Solarauser123	Human prose with badge reference; non-AI	2026-03-15
PR	0.30	Improve docstring and add doctest example to simulated_annea	galleazzijuniorsoftwareenginer	Technical edits, generic but domain-spec	2026-03-14
PR	0.30	Add doctest example and improve docstring in simulated_annea	galleazzijuniorsoftwareenginer	Typical technical changelog, no AI style	2026-03-14
Show more …

ossu/computer-science

Analysis report — 2026-03-25

2.3%

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
PR	0.30	docs: add comprehensive guide and support for open-source co	codeXsidd	Slightly formal phrasing but mostly temp	2026-03-20
PR	0.27	Add 'Elements of AI' course to README	KISHORE-KUMAR-S	Somewhat formal, but clear domain explan	2025-12-17
PR	0.25	Add "The Math Behind Artificial Intelligence" to Math sectio	tiagomonteiro0715	Professional yet human-written; minor gr	2026-01-30
COMMIT	0.20	Add information about pset due dates (#1314)	pulkitkrishna00	Uses domain jargon and informal structur	2025-02-28
COMMIT	0.20	Add intro-programming course page (#1177)	pulkitkrishna00	Structured changelog but informal, no AI	2023-10-04
PR	0.20	Add Pull Request submission guidelines to CONTRIBUTING.md	ahmasmibhanu	Clear, domain-specific explanations; no	2026-02-03
PR	0.20	Fix alternative link to theory of computation	m1nheap	Some politeness and clarity, but still h	2024-12-23
PR	0.20	Revert back to original software engineering course	pulkitkrishna00	Clear, specific context and casual phras	2024-08-21
PR	0.20	Adding an `Open in DevZero` Button	AryanP45	Natural explanation and domain reference	2024-09-20
PR	0.20	Adding a new URL course for Git and GitHub because the old l	karim1safan	Informal, narrative explanation, mild gr	2024-01-28
PR	0.18	Add page title in _config.yml	pulkitkrishna00	Domain-specific content and screenshots,	2024-06-09
PR	0.16	Add Intro CS coursepage and replace the OCW version with an	pulkitkrishna00	Discussion of course versions, domain ja	2024-03-19
PR	0.15	fix: update Programming Languages course link	astro-stack	Brief, clear technical update; human ton	2026-01-20
PR	0.15	Fix #1370: Add links for Part 2 and Part 3 of Systematic Pro	MUNJETIJAYANTHKRISHNA	Standard template use; technical referen	2025-11-25
PR	0.13	Update Machine Learning course link in README	kevintprivett	Casual, direct explanation; minor gramma	2025-10-31
Show more …

tensorflow/tensorflow

Analysis report — 2026-03-25

AII Trend

↓0.7%

0.3%

AI Score

45.5%

Bot Rate

1/100

AI Commits

0/100

AI PRs

0/0

AI Reviews

Commit 1/100

PR 0/100

Review 0/0

Events (200)

Type	AI Score	Description	Actor	Reason	Date
COMMIT	0.70	PR #39621: Add test coverage for AllReduceSimplifier unteste	kredd2506	Explicit AI attribution: 'Generated with	2026-03-24
PR	0.50	tools/docs: normalize eager Tensor repr numpy fields	OsamaGharibElwaly	Contains Cursor tool attribution; brief	2026-03-25
PR	0.10	Fix DeleteMultiDeviceIterator crash (Issue #107121)	adityasai1234	Concise technical summary; no AI-style p	2026-03-25
PR	0.10	Fix ResourceGather dtype mismatch CHECK failure (Issue #1130	adityasai1234	Straightforward technical description; l	2026-03-25
COMMIT	0.00	Migrate while_test to use PjRt runtime.	nvgrw	Brief, domain-specific commit with Piper	2026-03-25
COMMIT	0.00	Fix deserialization of empty tuples in OriginalValue	tensorflower-gardener	Technical description with domain jargon	2026-03-25
COMMIT	0.00	Check memory space color in `CommonPjRtLoadedExecutable::Che	junwhanahn	Concise technical change, no AI indicato	2026-03-25
COMMIT	0.00	Fix forward on [XLA] Disalbe LICM on scalar and support Rang	Tongfei-Guo	Forward revert with informal tone; lacks	2026-03-25
COMMIT	0.00	Reverts e950a4b7a4c64fca41b9b040c8ffb5e2fd5e1041	KanishAnand	Pure revert; no free-text content beyond	2026-03-25
COMMIT	0.00	Enable global scheduler for priority-aware batching in all c	tensorflower-gardener	Straightforward technical commit; no AI	2026-03-25
COMMIT	0.00	Remove unused device info related code from coordination ser	mwhittaker	Short, technical, minimal commit with do	2026-03-25
COMMIT	0.00	[PjRt-IFRT] Remove AdjustExecutableDevicesForPmap now that j	emilyfertig	Technical, domain-specific phrasing; hum	2026-03-25
COMMIT	0.00	Update comments to reflect the new name of the CSE pass.	ZixuanJiang	Specific and detailed comment update; la	2026-03-25
COMMIT	0.00	Inline addCommonPreImportPasses.	ekayaaslan	Terse, direct technical commit; no AI si	2026-03-25
COMMIT	0.00	Use utils to resolve conflicts on func and call results duri	ekayaaslan	Terse technical wording with domain refe	2026-03-25
Show more …