🛸 AI Involvement Ranking

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Tracking AI-generated code across open-source repositories · 2026-03-26 · 14 repos

#1

Repository

Significant-Gravitas/AutoGPT

AI Commits

36/100

AI PRs

2/100

AI Reviews

2/4

Bot Rate

5.0%

Trend

↑1.3%

AI Score

33.5%

C 36/100

PR 2/100

R 2/4

Bot 5.0%

#2

Repository

openclaw/openclaw

AI Commits

10/100

AI PRs

19/100

AI Reviews

13/14

Bot Rate

0.0%

Trend

↑13.1%

AI Score

32.3%

C 10/100

PR 19/100

R 13/14

Bot 0.0%

#3

Repository

mem0ai/mem0

AI Commits

35/100

AI PRs

3/100

AI Reviews

0/0

Bot Rate

1.5%

Trend

↑21.0%

AI Score

26.8%

C 35/100

PR 3/100

R 0/0

Bot 1.5%

#4

Repository

n8n-io/n8n

AI Commits

30/100

AI PRs

2/100

AI Reviews

0/6

Bot Rate

9.5%

Trend

↑0.9%

AI Score

16.8%

C 30/100

PR 2/100

R 0/6

Bot 9.5%

#5

Repository

open-webui/open-webui

AI Commits

0/100

AI PRs

34/100

AI Reviews

0/0

Bot Rate

2.5%

Trend

↓1.4%

AI Score

14.1%

C 0/100

PR 34/100

R 0/0

Bot 2.5%

#6

Repository

HKUDS/nanobot

AI Commits

7/100

AI PRs

4/100

AI Reviews

0/0

Bot Rate

0.0%

Trend

↑11.9%

AI Score

10.7%

C 7/100

PR 4/100

R 0/0

Bot 0.0%

#7

Repository

huggingface/transformers

AI Commits

5/100

AI PRs

9/100

AI Reviews

0/0

Bot Rate

0.0%

Trend

↑5.2%

AI Score

9.0%

C 5/100

PR 9/100

R 0/0

Bot 0.0%

#8

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

2.9%

C 0/100

PR 0/100

R 0/0

Bot 0.0%

#9

Repository

ollama/ollama

AI Commits

1/100

AI PRs

2/100

AI Reviews

0/1

Bot Rate

0.0%

Trend

→

AI Score

2.8%

C 1/100

PR 2/100

R 0/1

Bot 0.0%

#10

Repository

moeyui1/github-ai-detector

AI Commits

1/23

AI PRs

0/1

AI Reviews

0/0

Bot Rate

4.2%

Trend

↑2.8%

AI Score

2.6%

C 1/23

PR 0/1

R 0/0

Bot 4.2%

#11

Repository

freeCodeCamp/freeCodeCamp

AI Commits

3/100

AI PRs

1/100

AI Reviews

0/4

Bot Rate

8.0%

Trend

↓1.3%

AI Score

2.5%

C 3/100

PR 1/100

R 0/4

Bot 8.0%

#12

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

2.1%

C 0/100

PR 11/100

R 0/0

Bot 51.0%

#13

Repository

torvalds/linux

AI Commits

2/100

AI PRs

0/0

AI Reviews

0/0

Bot Rate

0.0%

Trend

→

AI Score

2.0%

C 2/100

PR 0/0

R 0/0

Bot 0.0%

#14

Repository

tensorflow/tensorflow

AI Commits

1/100

AI PRs

0/100

AI Reviews

0/0

Bot Rate

45.0%

Trend

↓0.7%

AI Score

0.6%

C 1/100

PR 0/100

R 0/0

Bot 45.0%

📋 Detail

Repository	AII	Trend	Bot Rate	AI Commits	AI PRs	AI Reviews	Events
Significant-Gravitas/AutoGPT	33.5%	↑1.3%	5.0%	36/100	2/100	2/4	200
openclaw/openclaw	32.3%	↑13.1%	0.0%	10/100	19/100	13/14	200
mem0ai/mem0	26.8%	↑21.0%	1.5%	35/100	3/100	0/0	200
n8n-io/n8n	16.8%	↑0.9%	9.5%	30/100	2/100	0/6	200
open-webui/open-webui	14.1%	↓1.4%	2.5%	0/100	34/100	0/0	200
HKUDS/nanobot	10.7%	↑11.9%	0.0%	7/100	4/100	0/0	200
huggingface/transformers	9.0%	↑5.2%	0.0%	5/100	9/100	0/0	200
ossu/computer-science	2.9%	↑0.5%	0.0%	0/100	0/100	0/0	200
ollama/ollama	2.8%	→	0.0%	1/100	2/100	0/1	200
moeyui1/github-ai-detector	2.6%	↑2.8%	4.2%	1/23	0/1	0/0	24
freeCodeCamp/freeCodeCamp	2.5%	↓1.3%	8.0%	3/100	1/100	0/4	200
kamranahmedse/developer-roadmap	2.1%	↑2.0%	51.0%	0/100	11/100	0/0	200
torvalds/linux	2.0%	→	0.0%	2/100	0/0	0/0	100
tensorflow/tensorflow	0.6%	↓0.7%	45.0%	1/100	0/100	0/0	200

HKUDS/nanobot

Analysis report — 2026-03-26

AII Trend

↑11.9%

10.7%

AI Score

0.0%

Bot Rate

7/100

AI Commits

4/100

AI PRs

0/0

AI Reviews

Commit 7/100

PR 4/100

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	fix(bridge): add participant field and compute wasMentioned	danielphang	Explicitly states AI generation with ref	2026-03-15
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	fix: make heartbeat stateless by default	xiwuqi	PR body explicitly mentions AI collabora	2026-03-24
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(security): pluggable ToolGuard middleware for tool-leve	sliverp	Detailed and organized, but some formal	2026-03-23
PR	0.35	feat(agent): add skill discovery mode for large skill sets	sontianye	Structured, technical summary with minor	2026-03-26
PR	0.30	fix: disable SDK built-in retries to prevent stacking with c	xzq-xu	Problem explanation, technical details;	2026-03-26
Show more …

openclaw/openclaw

Analysis report — 2026-03-26

AII Trend

↑13.1%

32.3%

AI Score

0.0%

Bot Rate

10/100

AI Commits

19/100

AI PRs

13/14

AI Reviews

Commit 10/100

PR 19/100

Review 13/14

Events (200)

Type	AI Score	Description	Actor	Reason	Date
COMMIT	1.00	fix(agents): enforce session_status guard after sessionId re	jacobtomlinson	Commit message contains explicit AI assi	2026-03-26
COMMIT	1.00	fix(extensions): route fetch calls through fetchWithSsrFGuar	jacobtomlinson	Commit message contains explicit AI assi	2026-03-26
COMMIT	1.00	fix: add slack upload-file action (#54987) (thanks @kevinlin	kevinlin-openai	Commit message contains explicit AI assi	2026-03-26
COMMIT	1.00	msteams: add search message action (#54832)	sudie-codes	Commit message contains explicit AI assi	2026-03-26
COMMIT	1.00	msteams: fetch thread history via Graph API for channel repl	sudie-codes	Commit message contains explicit AI assi	2026-03-26
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
PR	1.00	cron: preserve pre-wait descendant reply for fallback after	MerlinMiao88888888	PR body explicitly mentions AI collabora	2026-03-26
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: retry global rate limits at the attempt boundary before	ECNU3D	PR body explicitly mentions AI collabora	2026-03-09
PR	1.00	fix: auto-switch to imageModel when images detected in Dashb	yujuntea	PR body explicitly mentions AI collabora	2026-03-22
PR	1.00	feat(ios): Liquid Glass UI, Action Button & Dynamic Island	eulicesl	PR body explicitly mentions AI collabora	2026-03-09
Show more …

ollama/ollama

Analysis report — 2026-03-26

AII Trend

→ Flat

2.8%

AI Score

0.0%

Bot Rate

1/100

AI Commits

2/100

AI PRs

0/1

AI Reviews

Commit 1/100

PR 2/100

Review 0/1

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: pin 10 unpinned action(s),extract 1 unsafe expression(s	dagecko	Overly polite formal tone ('Hi!', 'for y	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	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	Add reranking support	manx98	Some formal phrasing, but contains domai	2026-02-09
PR	0.18	fix: remove duplicate TopLogprobs validation in GenerateHand	HEETMEHTA18	Short, domain specific reason; template	2026-03-21
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	0.14	docs: restore num_gpu parameter in Modelfile documentation	ssam18	Direct technical changelog, concise lang	2026-02-04
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
Show more …

open-webui/open-webui

Analysis report — 2026-03-26

AII Trend

↓1.4%

14.1%

AI Score

2.5%

Bot Rate

0/100

AI Commits

34/100

AI PRs

0/0

AI Reviews

Commit 0/100

PR 34/100

Review 0/0

Events (200)

Type	AI Score	Description	Actor	Reason	Date
PR	1.00	chore(docker): fix hadolint messages	aschaber1	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	perf: drop await tick() from chatEventHandler	Algorithm5838	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	WIP: channel calls	micahdbak	PR body explicitly mentions AI collabora	2026-03-26
PR	1.00	fix: Admin API key creation permissions	jmleksan	PR body explicitly mentions AI collabora	2026-03-23
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
Show more …

huggingface/transformers

Analysis report — 2026-03-26

AII Trend

↑5.2%

9.0%

AI Score

0.0%

Bot Rate

5/100

AI Commits

9/100

AI PRs

0/0

AI Reviews

Commit 5/100

PR 9/100

Review 0/0

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	feat: Add router_logits override to enable Routing Replay fo	hemantmm	PR body explicitly mentions AI collabora	2026-03-23
PR	1.00	fix: glm5 inference bug	inisis	PR body explicitly mentions AI collabora	2026-03-26
PR	1.00	Add sarvam model	itazap	PR body explicitly mentions AI collabora	2026-03-25
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	Fix CPU 16 bytes alignment issue using equivalent fallback	IlyasMoutawwakil	PR body explicitly mentions AI collabora	2026-03-24
PR	0.70	add HyperClovaX Vision	jp1924	Overly polite greeting, formal intro, AI	2026-02-27
PR	0.55	fix: pin 69 unpinned action(s),extract 2 unsafe expression(s	dagecko	Friendly intro and advertising product h	2026-03-26
Show more …

mem0ai/mem0

Analysis report — 2026-03-26

AII Trend

↑21.0%

26.8%

AI Score

1.5%

Bot Rate

35/100

AI Commits

3/100

AI PRs

0/0

AI Reviews

Commit 35/100

PR 3/100

Review 0/0

Events (200)

Type	AI Score	Description	Actor	Reason	Date
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
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
Show more …

torvalds/linux

Analysis report — 2026-03-26

AII Trend

→ Flat

2.0%

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	srcu: Use irq_work to start GP in tiny SRCU	unknown	Technical jargon and informal summarizin	2026-03-24
COMMIT	0.00	rcu: Use an intermediate irq_work to start process_srcu()	unknown	Domain-specific language and test feedba	2026-03-19
COMMIT	0.00	srcu: Push srcu_node allocation to GP when non-preemptible	paulmckrcu	Technical detail, kernel-specific refere	2026-03-21
COMMIT	0.00	srcu: Use raw spinlocks so call_srcu() can be used under pre	paulmckrcu	Concise, technical, kernel commit messag	2026-03-14
COMMIT	0.00	erofs: fix .fadvise() for page cache sharing	hsiangkao	Informal tone and technical jargon; huma	2026-03-24
COMMIT	0.00	erofs: update the Kconfig description	hsiangkao	Concise, practical commit message; human	2026-03-23
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
Show more …

moeyui1/github-ai-detector

Analysis report — 2026-03-26

2.6%

AI Score

4.2%

Bot Rate

1/23

AI Commits

0/1

AI PRs

0/0

AI Reviews

Commit 1/23

PR 0/1

Review 0/0

Events (24)

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: switch model to DeepSeek-V3.2 and comment out gpt-4.1	moeyui1	Conventional, concise commit message wit	2026-03-26
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: 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
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
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freeCodeCamp/freeCodeCamp

Analysis report — 2026-03-26

AII Trend

↓1.3%

2.5%

AI Score

8.0%

Bot Rate

3/100

AI Commits

1/100

AI PRs

0/4

AI Reviews

Commit 3/100

PR 1/100

Review 0/4

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	0.60	fix: extract 3 unsafe expression(s) to env vars	dagecko	Overly polite tone and detailed generic	2026-03-26
PR	0.50	feat: add Facebook share button to allow users to share work	Venkat-Entropik	Free-text section has slightly formal, g	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	feat: add socrates	ahmaxed	Content is terse, technical, and lacks A	2026-01-22
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(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
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kamranahmedse/developer-roadmap

Analysis report — 2026-03-26

AII Trend

↑2.0%

2.1%

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	fix: pin 10 unpinned action(s),extract 9 unsafe expression(s	dagecko	Technical and template-driven content wi	2026-03-26
PR	0.20	Add Factory Floor to Claude Code community tools	davidpoblador	Detailed, domain-specific, with human-li	2026-03-24
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ossu/computer-science

Analysis report — 2026-03-26

2.9%

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
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	0.18	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
PR	0.13	Add SPD coursepage	pulkitkrishna00	Natural explanation, domain jargon, info	2024-03-22
Show more …

tensorflow/tensorflow

Analysis report — 2026-03-26

AII Trend

↓0.7%

0.6%

AI Score

45.0%

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	0.50	fix: extract 2 unsafe expression(s) to env vars	dagecko	Formal, polite tone, but possibly templa	2026-03-26
PR	0.30	Add `fold()` operation as an inverse for `tf.image.extract_p	AbhishekChaudharii	More formal tone and structure; slightly	2026-01-27
PR	0.10	Fix ResourceGather dtype mismatch CHECK failure (Issue #1130	adityasai1234	Straightforward technical description; l	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	Add support for Linux RISC-V 64	IgnotaYun	Domain-specific RFC, informal reviewer n	2025-10-20
PR	0.10	Fix CMake build issues for Android NDK r27d and Protobuf_PRO	chinese0cabbage	Casual, technical language with domain d	2026-03-18
PR	0.10	Ensure quantized_dimension is zero in PrepareImpl for per-ch	wangw-1991	Technical, concise, minor grammar errors	2026-03-20
COMMIT	0.00	Improve symbolic pretty printing of Symbolic Expressions in	tensorflower-gardener	Human technical explanation with direct	2026-03-26
COMMIT	0.00	Add manual axes to call op only based on the named computati	ekayaaslan	Human-written; domain-specific terms, ca	2026-03-26
COMMIT	0.00	PR #39535: [XLA:GPU] Add end-to-end test for VMM memory allo	shawnwang18	Detailed technical changelog; domain-spe	2026-03-26
COMMIT	0.00	Add manual axes to created copy ops on func/call sharding co	ekayaaslan	Brief technical note; direct and lacks A	2026-03-26
COMMIT	0.00	Add and use manual axes on func ops for dedupping funcs.	ekayaaslan	Terse, domain-specific; human-like commi	2026-03-26
COMMIT	0.00	PR #39097: [GPU] Enable PDL by default.	sergachev	Minimal summary with domain content; not	2026-03-26
Show more …

Significant-Gravitas/AutoGPT

Analysis report — 2026-03-26

AII Trend

↑1.3%

33.5%

AI Score

5.0%

Bot Rate

36/100

AI Commits

2/100

AI PRs

2/4

AI Reviews

Commit 36/100

PR 2/100

Review 2/4

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 …

n8n-io/n8n

Analysis report — 2026-03-26

16.8%

AI Score

9.5%

Bot Rate

30/100

AI Commits

2/100

AI PRs

0/6

AI Reviews

Commit 30/100

PR 2/100

Review 0/6

Events (200)

Type	AI Score	Description	Actor	Reason	Date
COMMIT	1.00	ci: Detect new unpublished packages after merge and add manu	Matsuuu	Commit message contains explicit AI assi	2026-03-26
COMMIT	1.00	ci: Add security publish fix workflow for 1.x branch (#27604	Matsuuu	Commit message contains explicit AI assi	2026-03-26
COMMIT	1.00	ci: Use track-specific npm dist-tags on publish (#27598)	Matsuuu	Commit message contains explicit AI assi	2026-03-26
COMMIT	1.00	feat(core): Add Slack signature extractor hook for dynamic c	phyllis-noester	Commit message contains explicit AI assi	2026-03-26
COMMIT	1.00	ci: Add 1.x sync and bundle branch automation for n8n-privat	Matsuuu	Commit message contains explicit AI assi	2026-03-26
COMMIT	1.00	chore: Add node-add-oauth skill (no-changelog) (#27447)	Joffcom	Commit message contains explicit AI assi	2026-03-26
COMMIT	1.00	fix(Salesforce Node): Fix private key field stripping newlin	Joffcom	Commit message contains explicit AI assi	2026-03-25
COMMIT	1.00	feat(core): Replace unbounded expression code cache with LRU	ivov	Commit message contains explicit AI assi	2026-03-25
COMMIT	1.00	fix(API): Skip sharing license check when isGlobal value is	guillaumejacquart	Commit message contains explicit AI assi	2026-03-25
COMMIT	1.00	feat(core): Add Slack signature identifier for dynamic crede	phyllis-noester	Commit message contains explicit AI assi	2026-03-25
COMMIT	1.00	ci: Replace vars context with runner.name in composite actio	Matsuuu	Commit message contains explicit AI assi	2026-03-25
COMMIT	1.00	fix(Structured Output Parser Node): Show descriptive error w	jeanpaul	Commit message contains explicit AI assi	2026-03-25
COMMIT	1.00	ci: Create stable release on GitHub promotion (#27492)	Matsuuu	Commit message contains explicit AI assi	2026-03-25
COMMIT	1.00	chore: Mark @n8n/cli as beta in package description (#27500)	RicardoE105	Commit message contains explicit AI assi	2026-03-24
COMMIT	1.00	feat(editor): Add canvas-only mode (#27184)	RicardoE105	Commit message contains explicit AI assi	2026-03-24
Show more …