🛸 AI Involvement Ranking

RSS

Tracking AI-generated code across open-source repositories · 2026-03-21 · 15 repos

#1

Repository

vinta/awesome-python

AI Commits

88/100

AI PRs

4/100

AI Reviews

2/19

Bot Rate

0.0%

Trend

↑5.5%

AI Score

49.8%

C 88/100

PR 4/100

R 2/19

Bot 0.0%

#2

Repository

Significant-Gravitas/AutoGPT

AI Commits

38/100

AI PRs

1/100

AI Reviews

240/404

Bot Rate

2.0%

Trend

↑1.3%

AI Score

37.6%

C 38/100

PR 1/100

R 240/404

Bot 2.0%

#3

Repository

openclaw/openclaw

AI Commits

4/100

AI PRs

9/100

AI Reviews

717/723

Bot Rate

0.0%

Trend

↑13.1%

AI Score

26.5%

C 4/100

PR 9/100

R 717/723

Bot 0.0%

#4

Repository

open-webui/open-webui

AI Commits

1/100

AI PRs

40/100

AI Reviews

4/25

Bot Rate

2.0%

Trend

↓1.4%

AI Score

16.7%

C 1/100

PR 40/100

R 4/25

Bot 2.0%

#5

Repository

n8n-io/n8n

AI Commits

27/100

AI PRs

3/100

AI Reviews

4/157

Bot Rate

5.0%

Trend

↑0.9%

AI Score

15.9%

C 27/100

PR 3/100

R 4/157

Bot 5.0%

#6

Repository

langchain-ai/deepagents

AI Commits

3/100

AI PRs

4/100

AI Reviews

5/16

Bot Rate

5.5%

Trend

↑12.3%

AI Score

14.8%

C 3/100

PR 4/100

R 5/16

Bot 5.5%

#7

Repository

mem0ai/mem0

AI Commits

19/100

AI PRs

1/100

AI Reviews

1/22

Bot Rate

2.5%

Trend

↑21.0%

AI Score

12.7%

C 19/100

PR 1/100

R 1/22

Bot 2.5%

#8

Repository

HKUDS/nanobot

AI Commits

9/100

AI PRs

3/100

AI Reviews

0/19

Bot Rate

0.0%

Trend

↑11.9%

AI Score

9.7%

C 9/100

PR 3/100

R 0/19

Bot 0.0%

#9

Repository

twbs/bootstrap

AI Commits

0/100

AI PRs

1/100

AI Reviews

3/9

Bot Rate

23.0%

AI Score

6.6%

C 0/100

PR 1/100

R 3/9

Bot 23.0%

#10

Repository

ollama/ollama

AI Commits

1/100

AI PRs

4/100

AI Reviews

4/45

Bot Rate

0.0%

Trend

→

AI Score

5.7%

C 1/100

PR 4/100

R 4/45

Bot 0.0%

#11

Repository

huggingface/transformers

AI Commits

3/100

AI PRs

2/100

AI Reviews

4/135

Bot Rate

0.0%

Trend

↑5.2%

AI Score

5.1%

C 3/100

PR 2/100

R 4/135

Bot 0.0%

#12

Repository

flutter/flutter

AI Commits

4/100

AI PRs

1/100

AI Reviews

0/85

Bot Rate

0.0%

Trend

→

AI Score

4.7%

C 4/100

PR 1/100

R 0/85

Bot 0.0%

#13

Repository

freeCodeCamp/freeCodeCamp

AI Commits

3/100

AI PRs

0/100

AI Reviews

8/96

Bot Rate

6.0%

Trend

↓1.3%

AI Score

3.8%

C 3/100

PR 0/100

R 8/96

Bot 6.0%

#14

Repository

torvalds/linux

AI Commits

1/100

AI PRs

0/0

AI Reviews

0/0

Bot Rate

0.0%

Trend

→

AI Score

0.5%

C 1/100

PR 0/0

R 0/0

Bot 0.0%

#15

Repository

tensorflow/tensorflow

AI Commits

0/100

AI PRs

0/100

AI Reviews

0/3

Bot Rate

49.0%

Trend

↓0.7%

AI Score

0.2%

C 0/100

PR 0/100

R 0/3

Bot 49.0%

📋 Detail

Repository	AII	Trend	Bot Rate	AI Commits	AI PRs	AI Reviews	Events
vinta/awesome-python	49.8%	↑5.5%	0.0%	88/100	4/100	2/19	200
Significant-Gravitas/AutoGPT	37.6%	↑1.3%	2.0%	38/100	1/100	240/404	200
openclaw/openclaw	26.5%	↑13.1%	0.0%	4/100	9/100	717/723	200
open-webui/open-webui	16.7%	↓1.4%	2.0%	1/100	40/100	4/25	200
n8n-io/n8n	15.9%	↑0.9%	5.0%	27/100	3/100	4/157	200
langchain-ai/deepagents	14.8%	↑12.3%	5.5%	3/100	4/100	5/16	200
mem0ai/mem0	12.7%	↑21.0%	2.5%	19/100	1/100	1/22	200
HKUDS/nanobot	9.7%	↑11.9%	0.0%	9/100	3/100	0/19	200
twbs/bootstrap	6.6%	—	23.0%	0/100	1/100	3/9	200
ollama/ollama	5.7%	→	0.0%	1/100	4/100	4/45	200
huggingface/transformers	5.1%	↑5.2%	0.0%	3/100	2/100	4/135	200
flutter/flutter	4.7%	→	0.0%	4/100	1/100	0/85	200
freeCodeCamp/freeCodeCamp	3.8%	↓1.3%	6.0%	3/100	0/100	8/96	200
torvalds/linux	0.5%	→	0.0%	1/100	0/0	0/0	100
tensorflow/tensorflow	0.2%	↓0.7%	49.0%	0/100	0/100	0/3	200

HKUDS/nanobot

Analysis report — 2026-03-21

AII Trend

↑11.9%

9.7%

AI Score

0.0%

Bot Rate

9/100

AI Commits

3/100

AI PRs

0/19

AI Reviews

Commit 9/100

PR 3/100

Review 0/19

Events (200)

Type	AI Score	Description	Actor	Reason	Date
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
COMMIT	1.00	Fix TypeError for MCP tools with nullable JSON Schema params	rreben	Commit message contains explicit AI assi	2026-03-18
COMMIT	1.00	test(cron): add unit tests for _format_timing and _format_st	pjhoberman	Commit message contains explicit AI assi	2026-03-17
COMMIT	1.00	refactor(cron): extract _format_timing and _format_state hel	pjhoberman	Commit message contains explicit AI assi	2026-03-17
COMMIT	1.00	style: apply ruff format to cron tool	pjhoberman	Commit message contains explicit AI assi	2026-03-16
COMMIT	1.00	style(test): fix import sorting and remove unused imports	pjhoberman	Commit message contains explicit AI assi	2026-03-16
COMMIT	1.00	test(cron): add tests for _list_jobs() schedule and state fo	pjhoberman	Commit message contains explicit AI assi	2026-03-16
COMMIT	1.00	fix(cron): show schedule details and run state in _list_jobs	pjhoberman	Commit message contains explicit AI assi	2026-03-16
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(feishu): add thread reply support for topic group messa	A11Might	PR body explicitly mentions AI collabora	2026-03-20
PR	1.00	Add configurable allowed paths for workspace-restricted tool	neuwcodebox	PR body explicitly mentions AI collabora	2026-03-14
PR	0.40	feat(providers): add user field to ProviderConfig for per-us	Jarxi	Detailed template, but free text uses do	2026-03-20
PR	0.40	feat(agent): implement Subagent Error Recovery with Checkpoi	jangGittH	Technical detail present; domain-relevan	2026-03-20
PR	0.40	Feat/subagent checkpointing	jangGittH	Factual, domain-specific, likely from te	2026-03-20
Show more …

openclaw/openclaw

Analysis report — 2026-03-21

AII Trend

↑13.1%

26.5%

AI Score

0.0%

Bot Rate

4/100

AI Commits

9/100

AI PRs

717/723

AI Reviews

Commit 4/100

PR 9/100

Review 717/723

Events (200)

Type	AI Score	Description	Actor	Reason	Date
COMMIT	1.00	feat(telegram): support custom apiRoot for alternative API e	Cypherm	Commit message contains explicit AI assi	2026-03-21
COMMIT	1.00	fix(telegram): prevent silent wrong-bot routing when account	hclsys	Commit message contains explicit AI assi	2026-03-20
COMMIT	1.00	fix(msteams): resolve Graph API chat ID for DM file uploads	sudie-codes	Commit message contains explicit AI assi	2026-03-20
COMMIT	1.00	msteams: fix sender allowlist bypass when route allowlist is	sudie-codes	Commit message contains explicit AI assi	2026-03-20
PR	1.00	feat(android): add sms.search support with policy, tests, an	scaryshark124	PR body explicitly mentions AI collabora	2026-03-19
PR	1.00	feat(hooks): add before_llm_call + after_llm_call plugin hoo	zeroaltitude	PR body explicitly mentions AI collabora	2026-03-07
PR	1.00	fix(ui): replace marked.js with markdown-it to fix ReDoS UI	zhangfnf	PR body explicitly mentions AI collabora	2026-03-15
PR	1.00	fix: use global OAuth refresh lock to prevent cross-agent ra	HeroSizy	PR body explicitly mentions AI collabora	2026-03-21
PR	1.00	fix(cli): speed up completion plugin loading	forketyfork	PR body explicitly mentions AI collabora	2026-02-16
PR	1.00	feat(apple-notes): update skill for memo fork with pipx inst	jacob-bayer	PR body explicitly mentions AI collabora	2026-03-21
PR	1.00	feat(config): auto-rollback to last known-good backup on inv	Protocol-zero-0	PR body explicitly mentions AI collabora	2026-02-20
PR	1.00	fix: emit assistant update for tool-call-only messages from	ccgibson	PR body explicitly mentions AI collabora	2026-03-21
PR	1.00	fix(pdf): provide standardFontDataUrl for Node fallback rend	anyech	PR body explicitly mentions AI collabora	2026-03-21
PR	0.20	docs: add OpenHer Persona Engine to community plugins	kellyvv	Slightly formal with full sentences, but	2026-03-21
PR	0.20	Add overflow and max-height to component styles	derek2035	Mostly human, but includes slightly temp	2026-03-21
Show more …

ollama/ollama

Analysis report — 2026-03-21

AII Trend

→ Flat

5.7%

AI Score

0.0%

Bot Rate

1/100

AI Commits

4/100

AI PRs

4/45

AI Reviews

Commit 1/100

PR 4/100

Review 4/45

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	1.00	Add Trepan as a new VS Code extension	dsadsadsadsadas	PR body explicitly mentions AI collabora	2026-03-18
PR	1.00	api: allow localhost connections when auth signing fails	BillionClaw	PR explicitly states autonomous AI autho	2026-03-16
PR	1.00	cmd: fix port typo in localhost test	BillionClaw	PR notes AI authorship and includes AI h	2026-03-16
PR	0.30	docs: add Chinese translation (README.zh.md)	JasonYeYuhe	Formal tone in overview, but technical a	2026-03-16
PR	0.20	docs: add multilingual quick-start README	guicybercode	Slightly polished, but strong domain con	2026-03-18
PR	0.20	mlx: add prequantized tensor packing + changes for qwen35	pdevine	Detailed technical explanation, slight f	2026-03-16
PR	0.20	fix: treat unparseable qwen tool calls as content instead of	aayushbaluni	Structured, slight formal tone, but doma	2026-03-17
PR	0.20	Add reranking support	manx98	Some formality but mostly technical, wit	2026-02-09
PR	0.20	ml: rename SSMScan parameter C to CM to resolve cgo naming c	nodcat	Mostly technical reasoning, some mild fo	2026-03-07
PR	0.20	tools: fall back to raw JSON parsing when expected tag is mi	JojoLesGo	Technical summary with domain-specific c	2026-02-08
PR	0.18	envconfig: prevent panic when `OLLAMA_ORIGINS` have a tailin	qyl27	Human-written with domain-specific phras	2026-03-13
PR	0.15	fix(format): preserve decimal precision for values >= 10 in	LincolnBurrows2017	Well-structured but technical, no AI phr	2026-03-18
PR	0.15	server: apply format constraint when thinking is disabled	majiayu000	Structured technical writing; no generic	2026-03-06
Show more …

langchain-ai/deepagents

Analysis report — 2026-03-21

AII Trend

↑12.3%

14.8%

AI Score

5.5%

Bot Rate

3/100

AI Commits

4/100

AI PRs

5/16

AI Reviews

Commit 3/100

PR 4/100

Review 5/16

Events (200)

Type	AI Score	Description	Actor	Reason	Date
COMMIT	1.00	refactor(sdk): rename tools for async subgents (#2103)	eyurtsev	Explicit AI provenance stated in commit	2026-03-20
COMMIT	1.00	chore(sdk): merge async subagents and subagents into single	eyurtsev	Commit message contains explicit AI assi	2026-03-19
COMMIT	1.00	fix(cli): prevent premature thinking state with parallel sub	amit221	Explicit AI disclaimer states AI assista	2026-03-18
PR	1.00	feat(sdk): add `inject_skills_in_prompt` flag to disable ski	mdrxy	PR body explicitly mentions AI collabora	2026-03-20
PR	1.00	refactor(sdk): rename tools for async subgents	eyurtsev	Explicit AI tool citation and bot review	2026-03-20
PR	1.00	feat(cli): siliconflow provider	Chasen-Liao	PR body explicitly mentions AI collabora	2026-03-19
PR	1.00	chore(sdk): merge async subagents and subagents into single	eyurtsev	Explicit Copilot or AI bot reviewer show	2026-03-19
COMMIT	0.40	feat(sdk): add timestamp tracking to `AsyncSubAgentJob` (#20	eyurtsev	Brief mention of Deep Agents CLI, otherw	2026-03-20
COMMIT	0.30	feat(sdk): add tau2 airline eval harness (#1987)	maahir30	Standard PR template, some formal phrase	2026-03-19
COMMIT	0.30	test(sdk): gather `MemoryAgentBench` CI subset (#1993)	maahir30	Template structure, some formality but d	2026-03-18
COMMIT	0.20	feat(cli): auto-update lifecycle, `/update` command, install	mdrxy	Technical, changelog-style description,	2026-03-20
COMMIT	0.20	feat(sdk): add system prompt snapshot test with sync and asy	eyurtsev	Detailed technical writeup, minor Deep A	2026-03-19
COMMIT	0.20	refactor(evals): consolidate eval suite into standalone `lib	mdrxy	Technical language with domain details a	2026-03-19
COMMIT	0.20	ci: log evals dispatch inputs to job summary (#2036)	mdrxy	Informal tone with specific technical ex	2026-03-19
COMMIT	0.20	ci: suppress pytest streaming output in CI (#2026)	mdrxy	Technical domain jargon, naturally phras	2026-03-19
Show more …

open-webui/open-webui

Analysis report — 2026-03-21

AII Trend

↓1.4%

16.7%

AI Score

2.0%

Bot Rate

1/100

AI Commits

40/100

AI PRs

4/25

AI Reviews

Commit 1/100

PR 40/100

Review 4/25

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	fix: reset page to 1 when searching prompts	silentoplayz	PR body explicitly mentions AI collabora	2026-03-21
PR	1.00	fix: skip profile preview and status fetch for channel webho	silentoplayz	PR body explicitly mentions AI collabora	2026-03-20
PR	1.00	fix: prevent event bubbling on memory edit/delete buttons	futhgar	PR body explicitly mentions AI collabora	2026-03-19
PR	1.00	fix: artifacts sidebar not reopened after tab was background	Algorithm5838	PR body explicitly mentions AI collabora	2026-03-20
PR	1.00	FIX: serper.dev API - Change snippet key from 'description'	biebiep	PR body explicitly mentions AI collabora	2026-03-19
PR	1.00	fix: Prevent task list checkboxes from shrinking	ShirasawaSama	PR body explicitly mentions AI collabora	2026-03-20
PR	1.00	fix: stop event bubbling on memory deletion	silentoplayz	PR body explicitly mentions AI collabora	2026-03-20
PR	1.00	fix: chat input triggers correctly re-trigger on backspace	silentoplayz	PR body explicitly mentions AI collabora	2026-03-20
PR	1.00	fix: close thread sidebar on parent message deletion	silentoplayz	PR body explicitly mentions AI collabora	2026-03-20
PR	1.00	Claude/clarify session description w cd lo	imrandevofficial	PR body explicitly mentions AI collabora	2026-03-20
PR	1.00	fix: support TEI reranker format in ExternalReranker with au	daudo	PR body explicitly mentions AI collabora	2026-03-20
PR	1.00	fix: refine message data lazy loading to prevent 404s	silentoplayz	PR body explicitly mentions AI collabora	2026-03-20
PR	1.00	fix: use hybrid search and reranking in builtin query_knowle	daudo	PR body explicitly mentions AI collabora	2026-03-20
PR	1.00	feat: add confirmation dialog for single memory entry deleti	silentoplayz	PR body explicitly mentions AI collabora	2026-03-20
Show more …

huggingface/transformers

Analysis report — 2026-03-21

AII Trend

↑5.2%

5.1%

AI Score

0.0%

Bot Rate

3/100

AI Commits

2/100

AI PRs

4/135

AI Reviews

Commit 3/100

PR 2/100

Review 4/135

Events (200)

Type	AI Score	Description	Actor	Reason	Date
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
COMMIT	1.00	:rotating_light: Validate config attributes (#41250)	zucchini-nlp	Commit message contains explicit AI assi	2026-03-16
PR	1.00	Fix #44155: [AudioFlamingo3] Batched inference produces inco	danielalanbates	PR body explicitly mentions AI collabora	2026-02-21
PR	0.60	🚨 Refactor ViT to updated standards	yonigozlan	Contains ChatGPT-like phrasing: 'This PR	2025-10-17
PR	0.50	🚨🚨 Refactor Image Processors to support different backends	yonigozlan	Summary style is structured but not clea	2026-01-27
PR	0.40	[CB] Add an option to return logprobs	remi-or	Slightly formal but concise and technica	2026-03-18
PR	0.30	[generate] Never use `cache_position` anymore in generation	Cyrilvallez	Human-like summary, direct and informal	2026-03-18
PR	0.20	Internalise the NomicBERT model	ed22699	Mainly technical content and references.	2025-12-29
PR	0.20	FSDP2 native support in transformers	3outeille	Technical summary, domain terms, not ove	2026-02-17
PR	0.20	add HyperClovaX Vision	jp1924	Slightly more verbose, but addresses tea	2026-02-27
PR	0.20	fix(testing): Fix Kyutai Speech-To-Text, LLaVA-OneVision, an	harshaljanjani	Uses headings and detailed explanation,	2026-03-14
PR	0.20	Fix: Update outdated sampler comment in generation/utils.py	IvanFan-Van	Uses headings and proper structure, but	2026-03-20
PR	0.20	[Docs] Update DeiT model card to new format	RicardoLee510520	Standard doc update with technical focus	2026-03-19
PR	0.20	perceptron: Isaac-0.1 implementation	AkshatSh	Contains model/jargon, summary is specif	2025-09-18
Show more …

mem0ai/mem0

Analysis report — 2026-03-21

AII Trend

↑21.0%

12.7%

AI Score

2.5%

Bot Rate

19/100

AI Commits

1/100

AI PRs

1/22

AI Reviews

Commit 19/100

PR 1/100

Review 1/22

Events (200)

Type	AI Score	Description	Actor	Reason	Date
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
COMMIT	1.00	Fix: add pgvector support to NodeJS OSS VectorStoreFactory (	veeceey	Commit message contains explicit AI assi	2026-03-20
COMMIT	1.00	feat: add Apache AGE graph store support (#4448)	utkarsh240799	Commit message contains explicit AI assi	2026-03-20
COMMIT	1.00	fix: add missing _parse_response to AzureOpenAIStructuredLLM	mvanhorn	Commit message contains explicit AI assi	2026-03-20
COMMIT	1.00	feat: add MiniMax LLM provider (#4132) (#4431)	Himanshu-Sangshetti	Commit message contains explicit AI assi	2026-03-20
COMMIT	1.00	feat: add optional API key authentication to REST API server	utkarsh240799	Commit message contains explicit AI assi	2026-03-20
COMMIT	1.00	fix: prevent embedding corruption in Valkey and Redis when v	DhilipBinny	Commit message contains explicit AI assi	2026-03-20
COMMIT	1.00	fix: handle control characters in LLM JSON responses (#4420)	utkarsh240799	Commit message contains explicit AI assi	2026-03-19
COMMIT	1.00	replace hardcoded US/Pacific timezone references with timezo	amahuli03	Commit message contains explicit AI assi	2026-03-19
COMMIT	1.00	fix: preserve http_auth in _safe_deepcopy_config for OpenSea	utkarsh240799	Commit message contains explicit AI assi	2026-03-19
COMMIT	1.00	feat(openclaw): improve extraction quality with noise filter	utkarsh240799	Commit message contains explicit AI assi	2026-03-18
COMMIT	1.00	fix(oss): normalize malformed LLM fact output before embeddi	amahuli03	Commit message contains explicit AI assi	2026-03-18
COMMIT	1.00	fix(ollama): pass tools to client.chat and parse tool_calls	sxu75374	Commit message contains explicit AI assi	2026-03-18
COMMIT	1.00	feat(mem0-ts): add LM Studio embedder and LLM support (#4354	utkarsh240799	Commit message contains explicit AI assi	2026-03-17
Show more …

torvalds/linux

Analysis report — 2026-03-21

AII Trend

→ Flat

0.5%

AI Score

0.0%

Bot Rate

1/100

AI Commits

0/0

AI PRs

0/0

AI Reviews

Commit 1/100

PR 0/0

Review 0/0

Events (100)

Type	AI Score	Description	Actor	Reason	Date
COMMIT	1.00	wifi: wlcore: Return -ENOMEM instead of -EAGAIN if there is	groeck	Commit message contains explicit AI assi	2026-03-18
COMMIT	0.00	ata: libata-scsi: report correct sense field pointer in ata_	damien-lemoal	Commit uses domain-specific jargon and c	2026-03-20
COMMIT	0.00	io_uring/kbuf: propagate BUF_MORE through early buffer commi	axboe	Technical language and abrupt ending sig	2026-03-19
COMMIT	0.00	io_uring/kbuf: fix missing BUF_MORE for incremental buffers	axboe	Human style with domain-specific abbrevi	2026-03-19
COMMIT	0.00	smb: client: fix generic/694 due to wrong ->i_blocks	pcacjr	Uses technical explanation and an inform	2026-03-19
COMMIT	0.00	drm/xe: Fix missing runtime PM reference in ccs_mode_store	sanjayumang	Human tone; technical detail and terse e	2026-03-13
COMMIT	0.00	MPTCP: fix lock class name family in pm_nl_create_listen_soc	unknown	Commit message uses domain jargon and is	2026-03-19
COMMIT	0.00	icmp: fix NULL pointer dereference in icmp_tag_validation()	winmin	Technical content, includes crash detail	2026-03-18
COMMIT	0.00	net: dsa: bcm_sf2: fix missing clk_disable_unprepare() in er	iqbalcodes6602	Domain-specific and succinct; no AI-styl	2026-03-18
COMMIT	0.00	drm/xe: Open-code GGTT MMIO access protection	mbrost05	Technical, direct explanation with domai	2026-03-10
COMMIT	0.00	drm/xe/lrc: Fix uninitialized new_ts when capturing context	unerlige	Informal, technical, flagged by analysis	2026-03-12
COMMIT	0.00	drm/xe/oa: Allow reading after disabling OA stream	ashutoshx	Brief technical description, human tone	2026-03-13
COMMIT	0.00	drm/xe: Skip over non leaf pte for PRL generation	brian3nguyen	Technical changelog style, abbreviations	2026-03-05
COMMIT	0.00	drm/xe/guc: Ensure CT state transitions via STOP before DISA	zhanjun	Concise technical explanation, domain ja	2026-03-10
COMMIT	0.00	drm/xe: Trigger queue cleanup if not in wedged mode 2	mbrost05	Technical jargon and concise, human-styl	2026-03-10
Show more …

freeCodeCamp/freeCodeCamp

Analysis report — 2026-03-21

AII Trend

↓1.3%

3.8%

AI Score

6.0%

Bot Rate

3/100

AI Commits

0/100

AI PRs

8/96

AI Reviews

Commit 3/100

PR 0/100

Review 8/96

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	0.20	feat: show success message after signing out	Sahilarora83	Slightly formal explanation but reasonab	2026-03-20
PR	0.20	fix: Javascript concepts simplification	nandhakumar1980	Brief, informal, and domain-specific; no	2026-03-18
PR	0.20	fix(curriculum): correct graphs quiz answer	DeoJin	Summary uses informal, technical phrasin	2026-03-17
PR	0.10	fix: fix typo in README: Back-End developer → Back-End Devel	JiwaniZakir	Short, domain-specific fix, no AI signal	2026-03-20
PR	0.10	feat(curriculum): add Describing a Company	RafaelDavisH	Short, domain-specific list; no AI hallm	2026-03-11
PR	0.10	feat: add socrates	ahmaxed	Brief, direct human phrasing with techni	2026-01-22
PR	0.10	feat(Curriculum): add 1 Spanish character and 2 Chinese	nieldakarla	Minimal free-text, terse domain-specific	2026-03-18
PR	0.10	chore: remove prompting course	jdwilkin4	Casual explanation, contains domain cont	2026-03-18
PR	0.10	fix(client, curriculum): prompting course URL names	jdwilkin4	Concise title, direct rationale; lacks A	2026-03-17
PR	0.10	feat: adding transcripts for OOP python course	jdwilkin4	Short title; checklist template dominate	2026-03-17
PR	0.10	feat(curriculum): add Festival Crowd Flow Simulator Workshop	LGH831	Brief domain-specific workshop title, mi	2026-03-18
PR	0.10	feat: create interfaces and types lab	a2937	Title uses technical jargon; checklist t	2025-12-16
Show more …

vinta/awesome-python

Analysis report — 2026-03-21

49.8%

AI Score

0.0%

Bot Rate

88/100

AI Commits

4/100

AI PRs

2/19

AI Reviews

Commit 88/100

PR 4/100

Review 2/19

Events (200)

Type	AI Score	Description	Actor	Reason	Date
COMMIT	1.00	docs: remove unmaintained and redundant entries	vinta	Commit message contains explicit AI assi	2026-03-21
COMMIT	1.00	docs: update repository URLs to reflect project org transfer	vinta	Commit message contains explicit AI assi	2026-03-21
COMMIT	1.00	docs: remove unmaintained entries and add awscli	vinta	Commit message contains explicit AI assi	2026-03-21
COMMIT	1.00	docs: remove unmaintained entries and replace youtube-dl wit	vinta	Commit message contains explicit AI assi	2026-03-21
COMMIT	1.00	docs: remove unmaintained entries and update PyPDF2 to pypdf	vinta	Commit message contains explicit AI assi	2026-03-21
COMMIT	1.00	docs: remove unmaintained entries and add modern alternative	vinta	Commit message contains explicit AI assi	2026-03-21
COMMIT	1.00	docs: remove unmaintained or low-quality entries across mult	vinta	Commit message contains explicit AI assi	2026-03-21
COMMIT	1.00	docs: remove low-quality entries and consolidate cytoolz int	vinta	Commit message contains explicit AI assi	2026-03-21
COMMIT	1.00	docs: remove unmaintained or superseded entries across multi	vinta	Commit message contains explicit AI assi	2026-03-21
COMMIT	1.00	refactor: merge and reorganize sections for better discovera	vinta	Commit message contains explicit AI assi	2026-03-21
COMMIT	1.00	refactor: consolidate thin subcategories and split Data Anal	vinta	Commit message contains explicit AI assi	2026-03-21
COMMIT	1.00	docs: remove unmaintained or low-quality entries across mult	vinta	Commit message contains explicit AI assi	2026-03-21
COMMIT	1.00	docs: add missing well-known libraries across multiple secti	vinta	Commit message contains explicit AI assi	2026-03-21
COMMIT	1.00	docs: fix stale cross-reference link in Web Frameworks secti	vinta	Commit message contains explicit AI assi	2026-03-20
COMMIT	1.00	refactor: reorganize thematic groups and reorder sections wi	vinta	Commit message contains explicit AI assi	2026-03-20
Show more …

tensorflow/tensorflow

Analysis report — 2026-03-21

AII Trend

↓0.7%

0.2%

AI Score

49.0%

Bot Rate

0/100

AI Commits

0/100

AI PRs

0/3

AI Reviews

Commit 0/100

PR 0/100

Review 0/3

Events (200)

Type	AI Score	Description	Actor	Reason	Date
COMMIT	0.20	Automated Code Change	tensorflower-gardener	Generic phrase 'Automated Code Change',	2026-03-20
COMMIT	0.20	Automated Code Change	tensorflower-gardener	Generic phrase 'Automated Code Change',	2026-03-20
COMMIT	0.20	Automated Code Change	tensorflower-gardener	Generic phrase 'Automated Code Change',	2026-03-20
PR	0.20	[oneDNN] upgrading oneDNN to 3.8.2	ashiqimranintel	Slightly formal PR description, but incl	2025-10-28
PR	0.10	docs: Fix typo 'occured' to 'occurred' in metrics	codeXsidd	Uses template but free-text is simple ty	2026-03-21
PR	0.10	Fix Pylance/Pyright false type errors for Tensor/Variable (#	MERT-CKR	Technical commit message with clear doma	2026-02-13
COMMIT	0.05	PR #39500: [ROCm] Add rocm_rbe_dynamic config	alekstheod	Some AI indicators (emojis, rigid sectio	2026-03-20
COMMIT	0.00	Rollback due to internal test breakage	junwhanahn	Terse, domain-specific, typical commit m	2026-03-21
COMMIT	0.00	Do not ignore memory space validation in strict shape checki	junwhanahn	Technical, concise, no AI signal.	2026-03-21
COMMIT	0.00	Integrate LLVM at llvm/llvm-project@a70419505471	tensorflower-gardener	Concise, repo-maintenance language, huma	2026-03-20
COMMIT	0.00	Create absl::string_view versions of some TSL functions.	zacmustin	Contains rationale and context, human to	2026-03-20
COMMIT	0.00	Refactor: Use range-based for loops in SPMD handlers.	ZixuanJiang	Direct, domain jargon, standard engineer	2026-03-20
COMMIT	0.00	Update NCCL version to 2.28.9 in Tensorflow.	ybaturina	Succinct and typical for such an update.	2026-03-20
COMMIT	0.00	[XLA:GPU] Add MultiGpuBarrierWithNcclKernel.	olegshyshkov	Technical, slightly imperfect, human-wri	2026-03-20
COMMIT	0.00	PR #39562: [ROCm] Set jobs timeout, preventing blocking node	alekstheod	Template elements, but minor free-text a	2026-03-20
Show more …

Significant-Gravitas/AutoGPT

Analysis report — 2026-03-21

AII Trend

↑1.3%

37.6%

AI Score

2.0%

Bot Rate

38/100

AI Commits

1/100

AI PRs

240/404

AI Reviews

Commit 38/100

PR 1/100

Review 240/404

Events (200)

Type	AI Score	Description	Actor	Reason	Date
COMMIT	1.00	hotfix(marketplace): adjust card height overflow (#12497)	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
COMMIT	1.00	feat(backend): migrate OpenAI provider to Responses API (#12	Otto-AGPT	Commit message contains explicit AI assi	2026-03-19
COMMIT	1.00	dx(backend): Make Builder and Marketplace search work withou	Otto-AGPT	Commit message contains explicit AI assi	2026-03-19
COMMIT	1.00	fix(frontend): Remove dead Tutorial button from TallyPopup (	Otto-AGPT	Commit message contains explicit AI assi	2026-03-19
COMMIT	1.00	fix(frontend/copilot): constrain markdown heading sizes in u	0ubbe	Commit message contains explicit AI assi	2026-03-18
COMMIT	1.00	fix(backend): arch-conditional chromium in Docker for ARM64	0ubbe	Commit message contains explicit AI assi	2026-03-18
COMMIT	1.00	fix(platform): pre-check invite eligibility before Supabase	Otto-AGPT	Commit message contains explicit AI assi	2026-03-18
COMMIT	1.00	fix(blocks): allow falsy entries in AddToListBlock (#12028)	Deeven-Seru	Commit message contains explicit AI assi	2026-03-18
Show more …

n8n-io/n8n

Analysis report — 2026-03-21

15.9%

AI Score

5.0%

Bot Rate

27/100

AI Commits

3/100

AI PRs

4/157

AI Reviews

Commit 27/100

PR 3/100

Review 4/157

Events (200)

Type	AI Score	Description	Actor	Reason	Date
COMMIT	1.00	fix(editor): Fix workflow tag filtering excluding workflows	JoseBra	Commit message contains explicit AI assi	2026-03-20
COMMIT	1.00	feat(editor): AI workflow builder setup wizard (#26832)	scdekov	Commit message contains explicit AI assi	2026-03-20
COMMIT	1.00	fix(editor): Fix tooltip on credits counter info icon (#2724	burivuhster	Commit message contains explicit AI assi	2026-03-20
COMMIT	1.00	feat(API): Add GET /api/v1/discover endpoint for capability	shortstacked	Commit message contains explicit AI assi	2026-03-20
COMMIT	1.00	feat(core): Add node that allows checking dynamic credential	phyllis-noester	Commit message contains explicit AI assi	2026-03-19
COMMIT	1.00	feat(core): Add project context to execution log metadata (#	krider2010	Commit message contains explicit AI assi	2026-03-19
COMMIT	1.00	fix(editor): Remove toast bottom offset when AI chat panel i	scdekov	Commit message contains explicit AI assi	2026-03-19
COMMIT	1.00	feat(editor): Display workflow, credential and data table de	CharlieKolb	Commit message contains explicit AI assi	2026-03-19
COMMIT	1.00	feat(core): Add search_projects, search_folders MCP tools an	RicardoE105	Commit message contains explicit AI assi	2026-03-19
COMMIT	1.00	fix(editor): Clear resource locator cache after URL redirect	scdekov	Commit message contains explicit AI assi	2026-03-19
COMMIT	1.00	refactor(editor): Re-organise and label design-system storie	heymynameisrob	Commit message contains explicit AI assi	2026-03-18
COMMIT	1.00	fix(core): Use published version for error workflow executio	RicardoE105	Commit message contains explicit AI assi	2026-03-18
COMMIT	1.00	fix(core): Add plain text body to password reset and notific	guillaumejacquart	Commit message contains explicit AI assi	2026-03-18
COMMIT	1.00	fix(editor): Add data to a data table by csv upload (#26495)	nikhilkuria	Commit message contains explicit AI assi	2026-03-17
COMMIT	1.00	chore(editor): Add A/A exp to validate experimentation syste	paulomation	Commit message contains explicit AI assi	2026-03-17
Show more …

flutter/flutter

Analysis report — 2026-03-21

4.7%

AI Score

0.0%

Bot Rate

4/100

AI Commits

1/100

AI PRs

0/85

AI Reviews

Commit 4/100

PR 1/100

Review 0/85

Events (200)

Type	AI Score	Description	Actor	Reason	Date
COMMIT	1.00	Fix Content Sizing Race Condition (#182326)	mboetger	Commit message contains explicit AI assi	2026-03-18
COMMIT	1.00	Remove obsolete null checks from style guide (#181703)	nate-thegrate	Commit message contains explicit AI assi	2026-03-17
COMMIT	1.00	Reland "[Android] Add mechanism for setting Android engine f	camsim99	Commit message contains explicit AI assi	2026-03-17
COMMIT	0.70	Roll pub packages (#183781)	flutter-pub-roller-bot	Phrase 'This PR was generated by' signal	2026-03-19
PR	0.70	Copilot/vscode mmyrimkj 1592	Denstorefidus	Bot review uses AI summary patterns and	2026-03-20
COMMIT	0.20	[152588] Fix Scrollable being too eager to respond to point	O-Hannonen	Detailed reasoning but includes minor Ch	2026-03-19
COMMIT	0.20	Replace BorderRadius.circular with const BorderRadius.all an	BrainLUX	Human-typical doc update, uses template,	2026-03-19
COMMIT	0.20	(Test cross-imports) Remove legacy Material import from sliv	mayanksharma9	Technical summary with specific context,	2026-03-17
COMMIT	0.20	Fix Android Studio pluginsPath when version is unknown (do n	jhonathanqz	Detailed bugfix write-up, normal human p	2026-03-17
COMMIT	0.20	Handle#6537 second grouped test (#182529)	ahmedsameha1	Personal, informal tone with technical s	2026-03-17
COMMIT	0.20	Add a Clarification for the docs of suggestionsBuilder of Se	ahmedsameha1	Casual human tone and self-attribution,	2026-03-17
PR	0.20	Fix non-minimal relative imports in flutter_tools	kevmoo	Concise summary and domain jargon, not A	2026-03-21
PR	0.20	Fix cursor on hover expand/collapse icon (#155207)	benji-farquhar	Informal style and clear references, not	2024-09-14
PR	0.20	Add scrollPadding property to DropdownMenu	ishaquehassan	Slightly formal, but mostly technical an	2026-03-02
PR	0.15	Use dart2wasm app.support.js expression with `js-string` bui	mkustermann	Technical context and generated expressi	2026-03-18
Show more …

twbs/bootstrap

Analysis report — 2026-03-21

6.6%

AI Score

23.0%

Bot Rate

0/100

AI Commits

1/100

AI PRs

3/9

AI Reviews

Commit 0/100

PR 1/100

Review 3/9

Events (200)

Type	AI Score	Description	Actor	Reason	Date
PR	0.60	Week1 git assignment	paras-tomar-intimetec	Overly formal, generic phrases in assign	2026-03-16
PR	0.40	Git_Assessment_Documentation	apoorva-n12	Slightly formal phrasing, but terse and	2026-03-13
PR	0.30	Add `CLAUDE.md`	mdo	Explicit mention of AI use, but context	2026-03-12
PR	0.30	Added text.file and made bootstrap changes for git_practice_	apoorva-n12	Brief, simple summary; lacks AI hallmark	2026-03-13
COMMIT	0.20	Add incident response plan documentation (#41905)	mdo	Slightly formal but typical summary for	2025-12-03
PR	0.20	Bump ESLint from 8 to 10	julien-deramond	Slight formal structure, but all domain-	2026-03-18
PR	0.20	Bump @shikijs/transformers from 3.7.0 to 4.0.2	julien-deramond	Mostly changelog; domain-specific, lacks	2026-03-17
PR	0.20	Add astro-broken-links-checker to detect and fix broken inte	julien-deramond	Concise and specific technical writing;	2026-02-24
PR	0.20	Add astro-broken-links-checker to detect and fix broken inte	julien-deramond	Direct technical description, project-sp	2026-03-13
PR	0.20	Bump markdownlint-cli from 0.45.0 to 0.48.0	julien-deramond	Technical, includes command output; no A	2026-03-13
PR	0.20	Use example shortcode for basic examples layout similar to b	hannahiss	Terse draft language and domain abbrevia	2024-09-13
PR	0.20	Change scss form checked variables to css variables for easy	FrancoJFerreyra	Technical description, some typos; human	2025-01-18
PR	0.13	Add Dialog component using native HTML5 dialog element and s	Copilot	Technical, markdown formatting; modern C	2025-09-18
PR	0.12	Docs: change mobile navbar background color	julien-deramond	Technical context and concise phrasing;	2026-01-25
COMMIT	0.10	docs: Minor range example code optimization (#41665)	coliff	Informal, uses 'I think', minor explanat	2025-08-25
Show more …