🛸 AI Involvement Ranking

RSS

Tracking AI-generated code across open-source repositories · 2026-03-23 · 15 repos

#1

Repository

Significant-Gravitas/AutoGPT

AI Commits

38/100

AI PRs

1/100

AI Reviews

244/393

Bot Rate

2.0%

Trend

↑1.3%

AI Score

38.3%

C 38/100

PR 1/100

R 244/393

Bot 2.0%

#2

Repository

openclaw/openclaw

AI Commits

0/100

AI PRs

14/100

AI Reviews

383/388

Bot Rate

0.0%

Trend

↑13.1%

AI Score

26.2%

C 0/100

PR 14/100

R 383/388

Bot 0.0%

#3

Repository

open-webui/open-webui

AI Commits

1/100

AI PRs

51/100

AI Reviews

4/24

Bot Rate

0.5%

Trend

↓1.4%

AI Score

20.1%

C 1/100

PR 51/100

R 4/24

Bot 0.5%

#4

Repository

mem0ai/mem0

AI Commits

26/100

AI PRs

1/100

AI Reviews

3/21

Bot Rate

4.0%

Trend

↑21.0%

AI Score

18.1%

C 26/100

PR 1/100

R 3/21

Bot 4.0%

#5

Repository

langchain-ai/deepagents

AI Commits

3/100

AI PRs

6/100

AI Reviews

4/14

Bot Rate

2.5%

Trend

↑12.3%

AI Score

14.9%

C 3/100

PR 6/100

R 4/14

Bot 2.5%

#6

Repository

n8n-io/n8n

AI Commits

23/100

AI PRs

1/100

AI Reviews

2/157

Bot Rate

1.5%

Trend

↑0.9%

AI Score

14.8%

C 23/100

PR 1/100

R 2/157

Bot 1.5%

#7

Repository

kamranahmedse/developer-roadmap

AI Commits

0/100

AI PRs

7/100

AI Reviews

3/3

Bot Rate

50.5%

Trend

↑2.0%

AI Score

11.2%

C 0/100

PR 7/100

R 3/3

Bot 50.5%

#8

Repository

HKUDS/nanobot

AI Commits

9/100

AI PRs

1/100

AI Reviews

1/8

Bot Rate

0.0%

Trend

↑11.9%

AI Score

10.4%

C 9/100

PR 1/100

R 1/8

Bot 0.0%

#9

Repository

ollama/ollama

AI Commits

1/100

AI PRs

3/100

AI Reviews

4/38

Bot Rate

0.0%

Trend

→

AI Score

5.4%

C 1/100

PR 3/100

R 4/38

Bot 0.0%

#10

Repository

huggingface/transformers

AI Commits

4/100

AI PRs

1/100

AI Reviews

2/116

Bot Rate

0.0%

Trend

↑5.2%

AI Score

4.8%

C 4/100

PR 1/100

R 2/116

Bot 0.0%

#11

Repository

flutter/flutter

AI Commits

4/100

AI PRs

1/100

AI Reviews

0/88

Bot Rate

0.0%

Trend

→

AI Score

4.5%

C 4/100

PR 1/100

R 0/88

Bot 0.0%

#12

Repository

freeCodeCamp/freeCodeCamp

AI Commits

3/100

AI PRs

0/100

AI Reviews

7/95

Bot Rate

8.0%

Trend

↓1.3%

AI Score

3.6%

C 3/100

PR 0/100

R 7/95

Bot 8.0%

#13

Repository

ohmyzsh/ohmyzsh

AI Commits

3/100

AI PRs

8/100

AI Reviews

1/23

Bot Rate

31.0%

Trend

→

AI Score

3.6%

C 3/100

PR 8/100

R 1/23

Bot 31.0%

#14

Repository

torvalds/linux

AI Commits

3/100

AI PRs

0/0

AI Reviews

0/0

Bot Rate

0.0%

Trend

→

AI Score

1.5%

C 3/100

PR 0/0

R 0/0

Bot 0.0%

#15

Repository

tensorflow/tensorflow

AI Commits

0/100

AI PRs

1/100

AI Reviews

0/0

Bot Rate

43.0%

Trend

↓0.7%

AI Score

0.5%

C 0/100

PR 1/100

R 0/0

Bot 43.0%

📋 Detail

Repository	AII	Trend	Bot Rate	AI Commits	AI PRs	AI Reviews	Events
Significant-Gravitas/AutoGPT	38.3%	↑1.3%	2.0%	38/100	1/100	244/393	200
openclaw/openclaw	26.2%	↑13.1%	0.0%	0/100	14/100	383/388	200
open-webui/open-webui	20.1%	↓1.4%	0.5%	1/100	51/100	4/24	200
mem0ai/mem0	18.1%	↑21.0%	4.0%	26/100	1/100	3/21	200
langchain-ai/deepagents	14.9%	↑12.3%	2.5%	3/100	6/100	4/14	200
n8n-io/n8n	14.8%	↑0.9%	1.5%	23/100	1/100	2/157	200
kamranahmedse/developer-roadmap	11.2%	↑2.0%	50.5%	0/100	7/100	3/3	200
HKUDS/nanobot	10.4%	↑11.9%	0.0%	9/100	1/100	1/8	200
ollama/ollama	5.4%	→	0.0%	1/100	3/100	4/38	200
huggingface/transformers	4.8%	↑5.2%	0.0%	4/100	1/100	2/116	200
flutter/flutter	4.5%	→	0.0%	4/100	1/100	0/88	200
freeCodeCamp/freeCodeCamp	3.6%	↓1.3%	8.0%	3/100	0/100	7/95	200
ohmyzsh/ohmyzsh	3.6%	→	31.0%	3/100	8/100	1/23	200
torvalds/linux	1.5%	→	0.0%	3/100	0/0	0/0	100
tensorflow/tensorflow	0.5%	↓0.7%	43.0%	0/100	1/100	0/0	200

HKUDS/nanobot

Analysis report — 2026-03-23

AII Trend

↑11.9%

10.4%

AI Score

0.0%

Bot Rate

9/100

AI Commits

1/100

AI PRs

1/8

AI Reviews

Commit 9/100

PR 1/100

Review 1/8

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	0.30	Add README in Vietnamese	thanhtantran	Overly formal and generic, lacks technic	2026-02-25
PR	0.30	fix(memory): reserve completion headroom before token consol	Re-bin	Slightly more formal but mostly technica	2026-03-23
PR	0.30	feat(providers): add streaming support for LLM responses	xzq-xu	Structure from template, but technical d	2026-03-10
PR	0.30	feat(discord): configurable read receipt + subagent working	95256155o	Slightly formal, but technical and focus	2026-03-21
COMMIT	0.20	refactor(tools): keep exec enable without configurable deny	Re-bin	Concise technical phrasing typical of hu	2026-03-20
Show more …

openclaw/openclaw

Analysis report — 2026-03-23

AII Trend

↑13.1%

26.2%

AI Score

0.0%

Bot Rate

0/100

AI Commits

14/100

AI PRs

383/388

AI Reviews

Commit 0/100

PR 14/100

Review 383/388

Events (200)

Type	AI Score	Description	Actor	Reason	Date
PR	1.00	fix: ignore non-string mention patterns during mention gatin	ogulcansarioglu	PR body explicitly mentions AI collabora	2026-03-23
PR	1.00	feat: introduce view-once media support for WhatsApp and Sig	timestomper	PR body explicitly mentions AI collabora	2026-03-23
PR	1.00	fix(feishu): offline-retried messages carry wrong timestamp,	schumilin	PR body explicitly mentions AI collabora	2026-03-23
PR	1.00	fix(whatsapp): handle SIGUSR1 restarts cleanly	Protocol-zero-0	PR body explicitly mentions AI collabora	2026-03-14
PR	1.00	fix(gateway): abort timed-out local browser requests	lampten	PR body explicitly mentions AI collabora	2026-03-08
PR	1.00	[Bug Fix] plugins CLI: preserve non-plugin config keys on wr	solstead	PR body explicitly mentions AI collabora	2026-03-02
PR	1.00	[AI-assisted] docs: add minimax-m2.7 model to opencode-go pr	RaphaelFakhri	PR body explicitly mentions AI collabora	2026-03-23
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	feat(memory): add per-agent QMD extra collections for cross-	heyhudson	PR body explicitly mentions AI collabora	2026-03-02
PR	1.00	feat(signal): enhanced inbound handling, unsend, polls, and	heyhudson	PR body explicitly mentions AI collabora	2026-02-14
PR	1.00	fix: guard writeConfigFile against persisting redaction sent	Protocol-zero-0	PR body explicitly mentions AI collabora	2026-02-20
PR	1.00	fix(discord): preserve code block indentation in streamed re	neeravmakwana	PR body explicitly mentions AI collabora	2026-03-14
PR	1.00	plugin-sdk: export gateway bind result type	neeravmakwana	PR body explicitly mentions AI collabora	2026-03-14
PR	1.00	plugin-sdk: export device-pair run command types	neeravmakwana	PR body explicitly mentions AI collabora	2026-03-14
PR	0.20	fix: enable loop detection + graceful read offset (closes #5	upsightx	Descriptive technical content, some form	2026-03-23
Show more …

ollama/ollama

Analysis report — 2026-03-23

AII Trend

→ Flat

5.4%

AI Score

0.0%

Bot Rate

1/100

AI Commits

3/100

AI PRs

4/38

AI Reviews

Commit 1/100

PR 3/100

Review 4/38

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	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 Linux uninstall command using sed instead of tr	guoyangzhen	Some template artifacts missing, awkward	2026-03-20
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	0.15	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	0.15	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
PR	0.12	docs: fix Linux uninstall command that mangles paths with tr	r266-tech	Technical, example-driven, and informal—	2026-03-22
PR	0.11	Use LXCFS' formula to compute free memory in a cgroup	markasoftware-tc	Technical, informal, references source a	2026-01-19
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 …

langchain-ai/deepagents

Analysis report — 2026-03-23

AII Trend

↑12.3%

14.9%

AI Score

2.5%

Bot Rate

3/100

AI Commits

6/100

AI PRs

4/14

AI Reviews

Commit 3/100

PR 6/100

Review 4/14

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(cli): add `deepagents deploy` and `deepagents dev` comm	hwchase17	PR body explicitly mentions AI collabora	2026-03-22
PR	1.00	perf(cli): reduce event loop contention causing dropped keys	jkennedyvz	PR body explicitly mentions AI collabora	2026-03-17
PR	1.00	fix(cli): remove `http_request` tool	Copilot	PR body explicitly mentions AI collabora	2026-02-20
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
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
Show more …

open-webui/open-webui

Analysis report — 2026-03-23

AII Trend

↓1.4%

20.1%

AI Score

0.5%

Bot Rate

1/100

AI Commits

51/100

AI PRs

4/24

AI Reviews

Commit 1/100

PR 51/100

Review 4/24

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: Oauth empty roles handling	nurtext	PR body explicitly mentions AI collabora	2026-03-18
PR	1.00	fix: Refactor send_get_request and get_models_request signat	overtunned	PR body explicitly mentions AI collabora	2026-03-23
PR	1.00	fix: pass saved OpenAI connection headers when fetching mode	overtunned	PR body explicitly mentions AI collabora	2026-03-23
PR	1.00	fix: include prior_output in pending tool call display	Algorithm5838	PR body explicitly mentions AI collabora	2026-03-23
PR	1.00	fix: resolve unhandled 500 error on unauthenticated api requ	brenmor24	PR body explicitly mentions AI collabora	2026-03-23
PR	1.00	perf: batch history reactive updates to rAF in chatEventHand	Algorithm5838	PR body explicitly mentions AI collabora	2026-03-23
PR	1.00	perf: drop await tick() from chatEventHandler	Algorithm5838	PR body explicitly mentions AI collabora	2026-03-23
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	perf(utils): convert action/filter lists to sets for O(1) lo	alifurkanstahl	PR body explicitly mentions AI collabora	2026-03-23
PR	1.00	refactor(middleware): optimize fence-stripping O(n²) → O(n)	alifurkanstahl	PR body explicitly mentions AI collabora	2026-03-22
PR	1.00	fix: resolve 500 error on unauthenticated api requests	brenmor24	PR body explicitly mentions AI collabora	2026-03-23
PR	1.00	fix: delete physical storage file correctly when removing fi	heguro	PR body explicitly mentions AI collabora	2026-03-22
PR	1.00	feat: Add Google Drive integration for Knowledge Base	Alfansejigar-CT	PR body explicitly mentions AI collabora	2026-03-22
PR	1.00	feat: Allow HTML responses from tool results to include a cu	Haervwe	PR body explicitly mentions AI collabora	2026-03-15
Show more …

huggingface/transformers

Analysis report — 2026-03-23

AII Trend

↑5.2%

4.8%

AI Score

0.0%

Bot Rate

4/100

AI Commits

1/100

AI PRs

2/116

AI Reviews

Commit 4/100

PR 1/100

Review 2/116

Events (200)

Type	AI Score	Description	Actor	Reason	Date
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
COMMIT	1.00	:rotating_light: Validate config attributes (#41250)	zucchini-nlp	Commit message contains explicit AI assi	2026-03-16
PR	1.00	Add doc page for capturing outputs	zucchini-nlp	PR body explicitly mentions AI collabora	2026-03-23
PR	0.35	🚨 Refactor ViT to updated standards	yonigozlan	Phrase 'This PR aims at...' slightly AI-	2025-10-17
PR	0.20	Fix variable shadowing in pipeline example and typo in BART	VanshikaSohal	Slightly formal but includes specific ja	2026-03-22
PR	0.20	Internalise the NomicBERT model	ed22699	Mainly technical content and references.	2025-12-29
PR	0.18	Fix GIL=0 segfault and Add GIL=0 compat for regex paths	Qubitium	Technical, includes Python version refer	2025-10-03
PR	0.15	fix: set `clean_up_tokenization_spaces=False` in Llama 3 tok	maxsloef-goodfire	Technical explanation and issue referenc	2026-03-21
PR	0.15	refactor: improved the cli server module code organization	tarekziade	Standard technical language, no AI phras	2026-03-20
PR	0.15	fix load_best_model_checkpoint_at_end do not load the best m	wilnn	Straightforward but slightly formal; mos	2026-03-10
PR	0.15	fix(testing): Fix PaliGemma 2 and PaddleOCR-VL test failures	harshaljanjani	Lists failures with terse, technical phr	2026-03-16
PR	0.12	Fix Mllama torch.compile failure caused by new attention mas	jiqing-feng	Technical discussion with detailed conte	2026-03-19
PR	0.12	Fix llama4 bnb mode	jiqing-feng	Domain jargon, concise explanation, no A	2026-03-11
Show more …

mem0ai/mem0

Analysis report — 2026-03-23

AII Trend

↑21.0%

18.1%

AI Score

4.0%

Bot Rate

26/100

AI Commits

1/100

AI PRs

3/21

AI Reviews

Commit 26/100

PR 1/100

Review 3/21

Events (200)

Type	AI Score	Description	Actor	Reason	Date
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
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
Show more …

torvalds/linux

Analysis report — 2026-03-23

AII Trend

→ Flat

1.5%

AI Score

0.0%

Bot Rate

3/100

AI Commits

0/0

AI PRs

0/0

AI Reviews

Commit 3/100

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	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	Linux 7.0-rc5	torvalds	Version tag only; no sign of AI generati	2026-03-22
COMMIT	0.00	i2c: tegra: Don't mark devices with pins as IRQ safe	cyndis	Technical explanation with standard kern	2026-03-03
COMMIT	0.00	ftrace: Use hash argument for tmp_ops in update_ftrace_direc	olsajiri	Technical, domain-specific description,	2026-03-12
COMMIT	0.00	ring-buffer: Fix to update per-subbuf entries of persistent	mhiramat	Domain-specific diagnostic and fix, stan	2026-03-19
COMMIT	0.00	tracing: Fix trace_marker copy link list updates	rostedt	Technical debugging explanation, matches	2026-03-18
COMMIT	0.00	tracing: Fix failure to read user space from system call tra	rostedt	Bug description reflecting hands-on debu	2026-03-16
COMMIT	0.00	tracing: Revert "tracing: Remove pid in task_rename tracing	unknown	Direct revert description, uses code/jar	2026-03-06
COMMIT	0.00	selftests/bpf: Add a test cases for sync_linked_regs regardi	borkmann	Detailed test case description, technica	2026-03-19
COMMIT	0.00	bpf: Fix sync_linked_regs regarding BPF_ADD_CONST32 zext pro	borkmann	Bug scenario detailed with numbered step	2026-03-19
COMMIT	0.00	selftests/bpf: Add tests for maybe_fork_scalars() OR vs AND	Rat5ak	Domain-specific test additions, technica	2026-03-14
COMMIT	0.00	bpf: Fix unsound scalar forking in maybe_fork_scalars() for	Rat5ak	Technical, concise, domain-specific bugf	2026-03-14
COMMIT	0.00	selftests/bpf: Add tests for sdiv32/smod32 with INT_MIN divi	unknown	Uses tester jargon, specific details, an	2026-03-11
Show more …

freeCodeCamp/freeCodeCamp

Analysis report — 2026-03-23

AII Trend

↓1.3%

3.6%

AI Score

8.0%

Bot Rate

3/100

AI Commits

0/100

AI PRs

7/95

AI Reviews

Commit 3/100

PR 0/100

Review 7/95

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	chore(i18n,client): processed translations	camperbot	'auto-magically' hints automation, but l	2026-03-23
PR	0.20	feat: add flash message on sign out	cyphercodes	Brief intro sentence, slightly formal bu	2026-03-23
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	0.20	feat: show success message after signing out	Sahilarora83	Slightly formal explanation but reasonab	2026-03-20
PR	0.10	refactor(client): migrate Gatsby setup files to TypeScript	Sembauke	Casual explanation; lacks overly formal	2026-03-11
PR	0.10	feat (curriculum): add lab Smart Pantry Restocker	aBeholic	Straightforward description, domain-spec	2026-03-08
PR	0.10	fix(curriculum): remove invalid closing tags from input elem	khushi12102005	Direct technical language with domain ja	2026-03-22
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(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
Show more …

kamranahmedse/developer-roadmap

Analysis report — 2026-03-23

AII Trend

↑2.0%

11.2%

AI Score

50.5%

Bot Rate

0/100

AI Commits

7/100

AI PRs

3/3

AI Reviews

Commit 0/100

PR 7/100

Review 3/3

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' phrase strongly	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	Fixed typo in SQL roadmap under DML title	ahmetgr00	Verbose typo description, but visual evi	2026-03-18
PR	0.20	Add Agno to AI Agents roadmap	hiSandog	Short, factual, with domain terms; not A	2026-03-08
PR	0.20	docs: add skill badge courses to mongodb roadmap content	azri92	Slightly more formal but rich in domain	2026-02-28
PR	0.20	docs: add resources to backend roadmap content nodes (databa	harshag121	Detailed, technical, but fits human-writ	2026-02-27
PR	0.20	docs: add content and resources to backend-beginner roadmap	harshag121	Custom, detailed expansion of resources;	2026-02-27
PR	0.20	docs: add resources to devops-beginner roadmap topic nodes	harshag121	Well-formatted technical summary; no str	2026-02-27
Show more …

tensorflow/tensorflow

Analysis report — 2026-03-23

AII Trend

↓0.7%

0.5%

AI Score

43.0%

Bot Rate

0/100

AI Commits

1/100

AI PRs

0/0

AI Reviews

Commit 0/100

PR 1/100

Review 0/0

Events (200)

Type	AI Score	Description	Actor	Reason	Date
PR	0.60	Refactor Windows 2022 Dockerfile for better caching and secu	ahmedisam0127	Uses AI-style summary intro and bullet p	2026-02-26
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	Enforce strict bool type-checking for keepdims in reduce_* o	nurulgofran	Technical explanation and structured cha	2026-03-22
PR	0.20	Fix idct() documentation: n parameter is already supported	redddddyyyyy	Technical doc update with regular engine	2026-03-22
PR	0.15	Ensure quantized_dimension is zero in PrepareImpl for per-ch	wangw-1991	Slightly awkward language but technical	2026-03-20
PR	0.10	Fix GIF decoder int32 overflow in frame offset pointer arith	pricklycactus25	Technical and detailed, no AI-style phra	2026-03-21
PR	0.10	Fix TFLite large_custom_options uint64 overflow bypassing bo	pricklycactus25	Technical, domain-specific, no AI-style	2026-03-21
PR	0.10	Fix BMP decoder integer overflow in pixel offset arithmetic	pricklycactus25	Technical, domain-specific; no AI-style	2026-03-21
COMMIT	0.05	PR #39500: [ROCm] Add rocm_rbe_dynamic config	alekstheod	Some AI indicators (emojis, rigid sectio	2026-03-20
PR	0.05	Fix int64 to int32 overflow in add_n scratch buffer allocati	kodareef5	Technical, concise, domain-specific; no	2026-03-22
PR	0.05	Fix oneDNN depthwise conv rank validation	sudam802	Terse, technical, includes changelog; no	2026-03-22
PR	0.05	Fix CMake build issues for Android NDK r27d and Protobuf_PRO	chinese0cabbage	Brief, technical, specific build info; n	2026-03-18
PR	0.05	docs: Fix FFT raw ops padding documentation	anmolxlight	Concise, technical fix summary; no AI si	2026-03-20
Show more …

ohmyzsh/ohmyzsh

Analysis report — 2026-03-23

3.6%

AI Score

31.0%

Bot Rate

3/100

AI Commits

8/100

AI PRs

1/23

AI Reviews

Commit 3/100

PR 8/100

Review 1/23

Events (200)

Type	AI Score	Description	Actor	Reason	Date
COMMIT	1.00	chore: add AI guidelines (#13520)	robbyrussell	Commit message contains explicit AI assi	2026-01-19
COMMIT	1.00	feat: Update OpenSwag domain references to CommitGoods (#134	Copilot	Commit message contains explicit AI assi	2025-11-20
COMMIT	1.00	feat: announce OpenSwag and `omz shop` command (#13428)	Copilot	Commit message contains explicit AI assi	2025-11-15
PR	1.00	fix(installer): handle sudo shims that don't support -k flag	danielalanbates	PR body explicitly mentions AI collabora	2026-02-19
PR	1.00	docs(vscode): fix possessive in README	Rohan5commit	PR body explicitly mentions AI collabora	2026-03-11
PR	1.00	feat(conda): add environment tab completion for cna and cnrn	HoBeom	PR body explicitly mentions AI collabora	2026-03-14
PR	1.00	fix(vi-mode): re-render cursor after exisiting visual mode (	KevinWMatthews	PR body explicitly mentions AI collabora	2026-02-24
PR	1.00	fix(last-working-dir): use explicit return 0 in early-exit g	aecant	PR body explicitly mentions AI collabora	2026-03-08
PR	1.00	feat(zellij): add zellij plugin with aliases, functions, and	HoBeom	PR body explicitly mentions AI collabora	2026-03-09
PR	1.00	fix(colored-man-pages): quote array expansion in `colored` f	aspiers	PR body explicitly mentions AI collabora	2026-02-22
PR	1.00	Add substring matching for pass plugin entry completion	bdynamic	PR body explicitly mentions AI collabora	2026-02-15
PR	0.20	docs(jj): clarify git async-prompt limitation with wrapper f	aviu16	Structured PR, but summary uses domain j	2026-02-14
COMMIT	0.10	feat(hcloud): add plugin for Hetzner Cloud CLI (#13473)	arbianshkodra	Longer, clear prose but technical; sligh	2026-01-18
PR	0.10	feat(docker): add aliases for container, network, and system	NikanEidi	PR text contains structured explanation,	2026-03-05
PR	0.10	feat(virtualenvwrapper): add proper distributive-specific vi	GSokol	Direct informal tone and specific distro	2026-02-19
Show more …

Significant-Gravitas/AutoGPT

Analysis report — 2026-03-23

AII Trend

↑1.3%

38.3%

AI Score

2.0%

Bot Rate

38/100

AI Commits

1/100

AI PRs

244/393

AI Reviews

Commit 38/100

PR 1/100

Review 244/393

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 — 2026-03-23

14.8%

AI Score

1.5%

Bot Rate

23/100

AI Commits

1/100

AI PRs

2/157

AI Reviews

Commit 23/100

PR 1/100

Review 2/157

Events (200)

Type	AI Score	Description	Actor	Reason	Date
COMMIT	1.00	fix(core): Send client_id and client_secret in body for OAut	burivuhster	Commit message contains explicit AI assi	2026-03-23
COMMIT	1.00	fix(editor): Sort loop node outputs by execution order in se	scdekov	Commit message contains explicit AI assi	2026-03-23
COMMIT	1.00	feat(core): Remove license check for API key scopes (#27306)	RicardoE105	Commit message contains explicit AI assi	2026-03-23
COMMIT	1.00	fix(editor): Fix stop button size mismatch in split-trigger	garritfra	Commit message contains explicit AI assi	2026-03-23
COMMIT	1.00	fix(editor): Support per-corner border radius in N8nInput (#	heymynameisrob	Commit message contains explicit AI assi	2026-03-23
COMMIT	1.00	fix(core): Allow expressions in OAuth credential URL fields	guillaumejacquart	Commit message contains explicit AI assi	2026-03-23
COMMIT	1.00	feat(databricks Node): Add basic databricks node (#27004)	garritfra	Commit message contains explicit AI assi	2026-03-23
COMMIT	1.00	fix(core): Fix an issue with workflow execution status (#273	scdekov	Commit message contains explicit AI assi	2026-03-23
COMMIT	1.00	feat(editor): Pass telemetry source for ai workflow builder	scdekov	Commit message contains explicit AI assi	2026-03-23
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
Show more …

flutter/flutter

Analysis report — 2026-03-23

4.5%

AI Score

0.0%

Bot Rate

4/100

AI Commits

1/100

AI PRs

0/88

AI Reviews

Commit 4/100

PR 1/100

Review 0/88

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	Run Headless FlutterEngine in iOS app service extensions	Gibbo97	Uses 'This PR aims...', clear AI phrasin	2026-01-29
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	Allows customization of the mouse cursor via ThemeData for I	pagetronic	Slightly more formal, but focused, techn	2026-02-20
PR	0.20	Fix cursor on hover expand/collapse icon (#155207)	benji-farquhar	Informal style and clear references, not	2024-09-14
PR	0.15	Add _effectiveFocusNode pattern to DropdownMenu	Koichi5	Technical summary with domain terms, no	2026-03-14
COMMIT	0.10	updates logic for determining if cicd label is outdated (#18	gaaclarke	Technical explanation with human tone an	2026-03-19
Show more …