๐Ÿ›ธ AI Involvement Ranking

Tracking AI-generated code across open-source repositories ยท 2026-03-29 ยท 20 repos

#1
Repository
thedotmack/claude-mem
AI Score
66.3%
C 79/100
PR 8/100
R 2/2
Bot 0.0%
#2
Repository
Significant-Gravitas/AutoGPT
AI Score
33.9%
C 36/100
PR 2/100
R 37/82
Bot 1.0%
#3
Repository
openclaw/openclaw
AI Score
29.6%
C 8/100
PR 14/100
R 385/408
Bot 0.0%
#4
Repository
hacksider/Deep-Live-Cam
AI Score
27.8%
C 9/100
PR 4/100
R 6/6
Bot 3.5%
#5
Repository
mem0ai/mem0
AI Score
23.1%
C 41/100
PR 2/100
R 0/1
Bot 2.0%
#6
Repository
FlowiseAI/Flowise
AI Score
20.1%
C 22/100
PR 13/100
R 0/4
Bot 3.5%
#7
Repository
open-webui/open-webui
AI Score
17.4%
C 0/100
PR 40/100
R 0/0
Bot 2.5%
#8
Repository
HKUDS/nanobot
AI Score
16.1%
C 5/100
PR 3/100
R 5/12
Bot 0.0%

๐Ÿ“‹ Detail

Repository AII Trend Bot Rate AI Commits AI PRs AI Reviews Events
thedotmack/claude-mem 66.3% โ†’ 0.0% 79/100 8/100 2/2 200
Significant-Gravitas/AutoGPT 33.9% โ†“2.6% 1.0% 36/100 2/100 37/82 200
openclaw/openclaw 29.6% โ†‘11.0% 0.0% 8/100 14/100 385/408 200
hacksider/Deep-Live-Cam 27.8% โ†’ 3.5% 9/100 4/100 6/6 200
mem0ai/mem0 23.1% โ†‘15.4% 2.0% 41/100 2/100 0/1 200
FlowiseAI/Flowise 20.1% โ†’ 3.5% 22/100 13/100 0/4 200
open-webui/open-webui 17.4% โ†‘1.4% 2.5% 0/100 40/100 0/0 200
HKUDS/nanobot 16.1% โ†‘14.6% 0.0% 5/100 3/100 5/12 200
OpenHands/OpenHands 13.4% โ†“1.4% 4.5% 2/100 35/100 0/12 200
huggingface/transformers 12.6% โ†‘7.1% 1.0% 7/100 12/100 2/15 200
ollama/ollama 10.9% โ†‘3.7% 0.0% 2/100 3/100 1/3 200
rasbt/LLMs-from-scratch 5.9% โ†’ 0.0% 0/100 0/100 0/0 200
facebook/react 5.8% โ†“1.0% 8.0% 1/100 4/100 0/3 200
moeyui1/github-ai-detector 3.8% โ†‘3.6% 9.8% 1/35 0/6 0/0 41
Kong/kong 2.6% โ†“2.0% 5.0% 0/100 2/100 0/0 200
donnemartin/system-design-primer 2.5% โ†’ 0.0% 0/100 4/100 0/1 200
kamranahmedse/developer-roadmap 2.3% โ†“7.4% 50.0% 0/100 11/100 0/0 200
jingyaogong/minimind 1.8% โ†’ 0.0% 0/100 0/81 0/0 181
tensorflow/tensorflow 0.4% โ†’ 47.0% 1/100 0/100 0/1 200
torvalds/linux 0.1% โ†“0.6% 0.0% 0/100 0/0 0/0 100

HKUDS/nanobot

Analysis report โ€” 2026-03-29

AII Trend

โ†‘14.6%
16.1%
AI Score
0.0%
Bot Rate
5/100
AI Commits
3/100
AI PRs
5/12
AI Reviews
Commit 5/100
PR 3/100
Review 5/12

Events (200)

Type AI Score Description Actor Reason Date
COMMIT 1.00 refactor(channels): abstract login() into BaseChannel, unify Commit message contains explicit AI assi 2026-03-23
COMMIT 1.00 feat(weixin): add outbound media file sending via CDN upload Commit message contains explicit AI assi 2026-03-23
COMMIT 1.00 feat(weixin): add personal WeChat channel via ilinkai HTTP l Commit message contains explicit AI assi 2026-03-22
COMMIT 1.00 fix(qq): fix local file outbound and add svg as image type ( Commit message contains explicit AI assi 2026-03-20
COMMIT 1.00 feat(qq): bot can send and receive images and files (#1667) Commit message contains explicit AI assi 2026-03-20
PR 1.00 feat(heartbeat,cron): Add generic gateway notification targe PR body explicitly mentions AI collabora 2026-03-27
PR 1.00 fix: make heartbeat stateless by default PR body explicitly mentions AI collabora 2026-03-24
PR 1.00 fix: subagent results are sent to chat root instead of reply PR body explicitly mentions AI collabora 2026-03-21
PR 0.40 [Feature Enhancement] Provide a unified daemon gateway seman Slightly formal and verbose but no stron 2026-03-11
PR 0.30 feat(web_search): support multiple search providers with aut Detailed but uses human-like tone; some 2026-03-16
PR 0.30 feat(agent): add multi-agent system with per-agent config an Slightly formal intro but contains domai 2026-03-26
PR 0.30 feat(feishu): implement thread/topic-based conversation isol Technical writing with structure, no cle 2026-03-23
PR 0.30 fix(context): coalesce consecutive messages with the same ro Architectural focus and references sugge 2026-03-23
PR 0.30 feat(security): pluggable ToolGuard middleware for tool-leve Detailed architectural summary but lacks 2026-03-23
PR 0.30 Configured subagents Technical but human-style overview and b 2026-03-22
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openclaw/openclaw

Analysis report โ€” 2026-03-29

AII Trend

โ†‘11.0%
29.6%
AI Score
0.0%
Bot Rate
8/100
AI Commits
14/100
AI PRs
385/408
AI Reviews
Commit 8/100
PR 14/100
Review 385/408

Events (200)

Type AI Score Description Actor Reason Date
COMMIT 1.00 docs(mcp): document connection timeout and URL scheme valida Commit message contains explicit AI assi 2026-03-27
COMMIT 1.00 docs(mcp): add CHANGELOG entries and MCP transport/namespaci Commit message contains explicit AI assi 2026-03-18
COMMIT 1.00 fix(mcp): allow colon in tool names and dispose transport on Commit message contains explicit AI assi 2026-03-18
COMMIT 1.00 feat(mcp): add HTTP transport support and tool namespacing Commit message contains explicit AI assi 2026-03-18
COMMIT 1.00 feat(mcp): add plugin tools MCP server for ACP sessions Commit message contains explicit AI assi 2026-03-28
COMMIT 1.00 fix: redact sensitive query params in invalid URL error reas Commit message contains explicit AI assi 2026-03-25
COMMIT 1.00 fix: handle Headers instances in SSE fetch and redact invali Commit message contains explicit AI assi 2026-03-22
COMMIT 1.00 fix(mcp): user headers override SDK defaults & expand redact Commit message contains explicit AI assi 2026-03-21
PR 1.00 Docker: harden Mac Docker setup, runtime tooling, and migrat PR body explicitly mentions AI collabora 2026-03-03
PR 1.00 feat: add tools.fs.roots โ€” per-agent filesystem roots with a PR body explicitly mentions AI collabora 2026-03-23
PR 1.00 fix(gateway): preserve indentation when recombining non-stre PR body explicitly mentions AI collabora 2026-03-28
PR 1.00 fix(exec): skip length-only obfuscation flag when security=f PR body explicitly mentions AI collabora 2026-03-28
PR 1.00 fix: agent --deliver bypasses LLM turn, delivers message dir PR body explicitly mentions AI collabora 2026-03-29
PR 1.00 fix(cli): warn when system-level install shadows updated use PR body explicitly mentions AI collabora 2026-03-14
PR 1.00 fix(cron): do not mark job as error when agent task succeede PR body explicitly mentions AI collabora 2026-03-18
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ollama/ollama

Analysis report โ€” 2026-03-29

AII Trend

โ†‘3.7%
10.9%
AI Score
0.0%
Bot Rate
2/100
AI Commits
3/100
AI PRs
1/3
AI Reviews
Commit 2/100
PR 3/100
Review 1/3

Events (200)

Type AI Score Description Actor Reason Date
COMMIT 1.00 runner: fix swallowed error in allocModel graph reservation Commit message contains explicit AI assi 2026-03-14
COMMIT 0.90 doc: update vscode doc (#15064) Contains AI collaboration trailer (Co-au 2026-03-26
PR 0.90 fix: pin 10 unpinned action(s),extract 1 unsafe expression(s Very formal, generic introduction, typic 2026-03-26
PR 0.80 feat: autotune - automatic hardware-based performance optimi Structured 'Summary' and 'Changes' secti 2026-03-26
PR 0.70 feat: add PARAMETER think support for Modelfile Formal 'Summary' and 'Problem/Solution' 2026-02-06
PR 0.50 README: Re-add handy-ollama to community integrations Polished and formal but could be human c 2026-03-26
PR 0.35 feat: Add Support for Qwen3-vl and Qwen2.5-vl Video Mode Some formal/complete sentences, but tech 2025-11-05
PR 0.30 mlx: qwen3.5 vision support Brief and technical, but includes human 2026-03-19
PR 0.22 docs: fix broken links, convert GitHub callouts to Mintlify Detailed technical steps, structured for 2026-03-24
PR 0.20 Windows installer options Free-text is detailed but natural, sligh 2026-03-28
PR 0.20 launch: warning when server context length is below 64k for Detailed PR description with example war 2026-03-24
PR 0.20 fix(macos): prevent fullscreen Space affinity from persistin Well-structured but contains domain-spec 2026-03-24
PR 0.20 fix: close sqlite connection on app shutdown to prevent memo Technical explanation with specific fix 2026-03-24
PR 0.20 launch: set default model as active selection in vscode copi Structured, technical explanation with k 2026-03-26
PR 0.20 launch/vscode: prefer known vs code paths over `code` on PAT Detailed technical explanation typical o 2026-03-26
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open-webui/open-webui

Analysis report โ€” 2026-03-29

AII Trend

โ†‘1.4%
17.4%
AI Score
2.5%
Bot Rate
0/100
AI Commits
40/100
AI PRs
0/0
AI Reviews
Commit 0/100
PR 40/100
Review 0/0

Events (200)

Type AI Score Description Actor Reason Date
PR 1.00 refactor(SVGPanZoom): Fix memory leaking - attach panzoom vi PR body explicitly mentions AI collabora 2026-03-29
PR 1.00 fix(sidebar): Fix memory leaking - ChatItem document listene PR body explicitly mentions AI collabora 2026-03-29
PR 1.00 refactor(SVGPanZoom): Fix memory leaking - attach panzoom vi PR body explicitly mentions AI collabora 2026-03-29
PR 1.00 fix: Race conditions in message queue โ€” switching queues cau PR body explicitly mentions AI collabora 2026-03-28
PR 1.00 refactor: unify markdown parsing logic to avoid memory leaki PR body explicitly mentions AI collabora 2026-02-28
PR 1.00 fix: issue Follow Ups corrupt usage statistic in chat_messag PR body explicitly mentions AI collabora 2026-03-27
PR 1.00 i18n: Add missing Russian (ru-RU) translations PR body explicitly mentions AI collabora 2026-03-29
PR 1.00 i18n: Add missing Russian (ru-RU) translations PR body explicitly mentions AI collabora 2026-03-29
PR 1.00 fix: respect content edits for assistant messages with outpu PR body explicitly mentions AI collabora 2026-02-18
PR 1.00 feat: Support for additional Anthropic tool content return t PR body explicitly mentions AI collabora 2026-03-25
PR 1.00 feat(firecrawl): migrate web retrieval to Firecrawl v2 PR body explicitly mentions AI collabora 2026-03-27
PR 1.00 feat(ui): improvements of native tool activity display / sou PR body explicitly mentions AI collabora 2026-03-27
PR 1.00 perf: load chat message map from chat_message rows PR body explicitly mentions AI collabora 2026-03-27
PR 1.00 fix: guard completed API with message id PR body explicitly mentions AI collabora 2026-03-28
PR 1.00 fix(chat): prevent async races โ€” stale nav, loadChat, submit PR body explicitly mentions AI collabora 2026-03-02
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huggingface/transformers

Analysis report โ€” 2026-03-29

AII Trend

โ†‘7.1%
12.6%
AI Score
1.0%
Bot Rate
7/100
AI Commits
12/100
AI PRs
2/15
AI Reviews
Commit 7/100
PR 12/100
Review 2/15

Events (200)

Type AI Score Description Actor Reason Date
COMMIT 1.00 fix: protect torch imports in processing files and fix impor Commit message contains explicit AI assi 2026-03-27
COMMIT 1.00 Fix release full (#45029) Commit message contains explicit AI assi 2026-03-27
COMMIT 1.00 Add `base_model_tp_plan` to `OlmoeConfig` (#44668) Commit message contains explicit AI assi 2026-03-26
COMMIT 1.00 Fix `maybe_autocast` crashing on meta device tensors (#44984 Commit message contains explicit AI assi 2026-03-25
COMMIT 1.00 LwDetrImageLoss: Fix dtype casting to prevent crash when usi Commit message contains explicit AI assi 2026-03-24
COMMIT 1.00 fix(i18n): replace broken relative links to awesome-transfor Commit message contains explicit AI assi 2026-03-23
PR 1.00 Update accelerator_selection.md PR body explicitly mentions AI collabora 2026-03-29
PR 1.00 fix: incomplete string literal causes syntax error in config PR body explicitly mentions AI collabora 2026-03-29
PR 1.00 fix: prefer registered config over remote code in AutoConfig PR body explicitly mentions AI collabora 2026-03-29
PR 1.00 [fix] BC for legacy configs with top-level rope_theta when r PR body explicitly mentions AI collabora 2026-03-26
PR 1.00 Add sarvam model PR body explicitly mentions AI collabora 2026-03-25
PR 1.00 Remove unused TensorFlow env var PR body explicitly mentions AI collabora 2026-03-27
PR 1.00 Fix failing `XCLIPModelIntegrationTest` PR body explicitly mentions AI collabora 2026-03-27
PR 1.00 Fix failing `SmolLM3IntegrationTest` PR body explicitly mentions AI collabora 2026-03-27
PR 1.00 Update _config.py PR body explicitly mentions AI collabora 2026-03-26
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mem0ai/mem0

Analysis report โ€” 2026-03-29

AII Trend

โ†‘15.4%
23.1%
AI Score
2.0%
Bot Rate
41/100
AI Commits
2/100
AI PRs
0/1
AI Reviews
Commit 41/100
PR 2/100
Review 0/1

Events (200)

Type AI Score Description Actor Reason Date
COMMIT 1.00 fix(ts): work around Qdrant Cloud "Illegal host" error (#456 Commit message contains explicit AI assi 2026-03-28
COMMIT 1.00 fix(vector_stores): handle vector=None in Milvus and Qdrant Commit message contains explicit AI assi 2026-03-27
COMMIT 1.00 fix(memory): set updated_at on creation and preserve pre-exi Commit message contains explicit AI assi 2026-03-27
COMMIT 1.00 chore: updating the sdk version and changelog (#4561) Commit message contains explicit AI assi 2026-03-26
COMMIT 1.00 fix: merge multiple filter operators for same key (#4559) Commit message contains explicit AI assi 2026-03-26
COMMIT 1.00 fix: prevent SQL injection in Databricks vector store (#4558 Commit message contains explicit AI assi 2026-03-26
COMMIT 1.00 docs: fix OSS REST API endpoint discrepancies (#4555) Commit message contains explicit AI assi 2026-03-26
COMMIT 1.00 fix: update parameter added to the update function which is Commit message contains explicit AI assi 2026-03-26
COMMIT 1.00 docs: fix LLM reranker config examples and field names (#453 Commit message contains explicit AI assi 2026-03-26
COMMIT 1.00 fix(openclaw): improve credential detection in extraction in Commit message contains explicit AI assi 2026-03-26
COMMIT 1.00 fix: handle chatty LLM responses in JSON parsing (#4525) Commit message contains explicit AI assi 2026-03-26
COMMIT 1.00 fix(openclaw): prevent extraction of standalone timestamps a Commit message contains explicit AI assi 2026-03-26
COMMIT 1.00 Fix: prevent double embedding in mem0.add (fixes #3723) (#39 Commit message contains explicit AI assi 2026-03-25
COMMIT 1.00 MCP: add Streamable HTTP transport endpoint (#4122) Commit message contains explicit AI assi 2026-03-25
COMMIT 1.00 feat: expose infer param in MCP add_memories tool (#4517) Commit message contains explicit AI assi 2026-03-25
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torvalds/linux

Analysis report โ€” 2026-03-29

AII Trend

โ†“0.6%
0.1%
AI Score
0.0%
Bot Rate
0/100
AI Commits
0/0
AI PRs
0/0
AI Reviews
Commit 0/100
PR 0/0
Review 0/0

Events (100)

Type AI Score Description Actor Reason Date
COMMIT 0.10 ext4: handle wraparound when searching for blocks for indire Mentions LLM indirectly but text itself 2026-03-26
COMMIT 0.05 LoongArch: KVM: Fix base address calculation in kvm_eiointc_ Technical language, human-written kernel 2026-03-26
COMMIT 0.00 Linux 7.0-rc6 Contains only version info; no AI signal 2026-03-29
COMMIT 0.00 MAINTAINERS: drop outdated I2C website Concise human style, domain-specific and 2026-03-27
COMMIT 0.00 futex: Clear stale exiting pointer in futex_lock_pi() retry Terse, technical, with hand-written stac 2026-03-26
COMMIT 0.00 tracing: Drain deferred trigger frees if kthread creation fa Technical, concise, uses domain jargon, 2026-03-24
COMMIT 0.00 mm/mseal: update VMA end correctly on merge Detailed bug explanation, informal and t 2026-03-27
COMMIT 0.00 bug: avoid format attribute warning for clang as well Highly technical, typical Linux kernel c 2026-03-23
COMMIT 0.00 mm/pagewalk: fix race between concurrent split and refault Technical detail and informal bug reprod 2026-03-25
COMMIT 0.00 mm/memory: fix PMD/PUD checks in follow_pfnmap_start() Highly technical and specific to Linux i 2026-03-23
COMMIT 0.00 mm/damon/sysfs: check contexts->nr in repeat_call_fn Technical, detailed issue reproduction, 2026-03-21
COMMIT 0.00 mm/damon/sysfs: check contexts->nr before accessing contexts Detailed manual steps for reproducing is 2026-03-21
COMMIT 0.00 mm/damon/sysfs: fix param_ctx leak on damon_sysfs_new_test_c Human style, with informal patch notes, 2026-03-21
COMMIT 0.00 mm/swap: fix swap cache memcg accounting Technical, domain-specific, informal com 2026-03-20
COMMIT 0.00 MAINTAINERS, mailmap: update email address for Harry Yoo Terse, standard email update with no AI 2026-03-20
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moeyui1/github-ai-detector

Analysis report โ€” 2026-03-29

AII Trend

โ†‘3.6%
3.8%
AI Score
9.8%
Bot Rate
1/35
AI Commits
0/6
AI PRs
0/0
AI Reviews
Commit 1/35
PR 0/6
Review 0/0

Events (41)

Type AI Score Description Actor Reason Date
COMMIT 0.70 feat: enhance README and localization with dynamic AII scori Formal, generic phrasing like 'enhance' 2026-03-26
COMMIT 0.20 feat: enhance trending repos fetching with min_stars and act Concise, domain-specific commit message, 2026-03-27
COMMIT 0.20 feat: add support for trending AI repos in configuration and Brief, straightforward technical descrip 2026-03-26
COMMIT 0.20 feat: switch model to DeepSeek-V3.2 and comment out gpt-4.1 Conventional, concise commit message wit 2026-03-26
PR 0.15 Optimize the layout of the top of page in mobile devices
Copilot
Detailed, domain-specific, concise chang 2026-03-29
COMMIT 0.10 feat: update page titles and add meta descriptions for SEO e Conventional commit format, terse and ty 2026-03-27
COMMIT 0.10 Add daily AI Radar report badge to README Short, factual commit message; concise a 2026-03-25
PR 0.10 Defer non-critical report assets and generate sitemap/robots
Copilot
Detailed changelog style, but reads as h 2026-03-28
COMMIT 0.00 fix: simplify share button layout in summary section Short, domain-specific commit message; n 2026-03-28
COMMIT 0.00 Generate sitemap and robots for static site
Copilot
Straightforward commit, no AI attributio 2026-03-28
COMMIT 0.00 fix: address lazy-load review feedback
Copilot
Human-style, direct fix description; no 2026-03-28
COMMIT 0.00 fix: harden lazy-loaded share assets
Copilot
Concise and technical; shows typical hum 2026-03-28
COMMIT 0.00 perf: defer non-critical frontend scripts
Copilot
Brief, uses conventional perf tag; no ev 2026-03-28
COMMIT 0.00 Initial plan
Copilot
Extremely short and unspecific; typical 2026-03-28
COMMIT 0.00 feat: add RSS feed generation and site configuration support Brief, domain-specific commit message; n 2026-03-27
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kamranahmedse/developer-roadmap

Analysis report โ€” 2026-03-29

AII Trend

โ†“7.4%
2.3%
AI Score
50.0%
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 fix: multiple fetch() calls to ai endpoints in custo... in u Explicitly states: Automated security fi 2026-03-29
PR 0.70 docs: update PR #5 Repetitive phrasing and 'automated contr 2026-03-22
PR 0.70 docs: update PR #4 'automated contribution' implies AI invo 2026-03-22
PR 0.70 docs: update PR #3 'automated contribution' generic and aut 2026-03-22
PR 0.70 docs: update PR #2 'automated contribution' content is typi 2026-03-22
PR 0.70 docs: update PR #1 'automated contribution' indicates non-h 2026-03-22
PR 0.70 docs: update PR #4 'automated contribution' implies AI invo 2026-03-22
PR 0.70 docs: update PR #3 'automated contribution' generic and aut 2026-03-22
PR 0.70 docs: update PR #2 'automated contribution' content is typi 2026-03-22
PR 0.70 docs: update PR #1 'automated contribution' indicates non-h 2026-03-22
PR 0.70 docs: update PR #5 Repetitive phrasing and 'automated contr 2026-03-22
PR 0.40 Update blockchain roadmap title to Arbitrum Direct, brief wording; no clear AI styli 2026-03-27
PR 0.40 Enhance Python roadmap with detailed description Somewhat generic phrasing but not defini 2026-03-10
PR 0.30 Docs: Missing docstrings for public components (#9792) Conforms to template; direct, specific w 2026-03-27
PR 0.30 docs: fix HTML syntax issues in readme.md Detailed, well-structured, but some gene 2026-03-10
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donnemartin/system-design-primer

Analysis report โ€” 2026-03-29

2.5%
AI Score
0.0%
Bot Rate
0/100
AI Commits
4/100
AI PRs
0/1
AI Reviews
Commit 0/100
PR 4/100
Review 0/1

Events (200)

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

Analysis report โ€” 2026-03-29

AII Trend

โ†“1.0%
5.8%
AI Score
8.0%
Bot Rate
1/100
AI Commits
4/100
AI PRs
0/3
AI Reviews
Commit 1/100
PR 4/100
Review 0/3

Events (200)

Type AI Score Description Actor Reason Date
COMMIT 1.00 Fix useDeferredValue getting stuck (#36134) Explicitly credited to Claude; 'Written/ 2026-03-24
PR 1.00 Fix useDeferredValue getting stuck Explicit: 'Written/debugged by Claude.' 2026-03-24
PR 0.90 [Feature] Add useList hook with remove and removeAt function Polite, overly formal overview with boil 2026-03-26
PR 0.80 Add credentialless as a recognized boolean attribute for ifr Formal, educational tone and phrasing ty 2026-03-26
PR 0.80 Fix/unhandled promise rejection stylesheet loading Formal, explanatory writing style and st 2025-12-26
PR 0.50 Fix Report: ESLint Rules of Hooks Bug in Default Export Arro Mix of formal and technical; possible li 2025-12-28
COMMIT 0.20 Enables Basic View Transition support for React Native Fabri Domain jargon and structured changelog; 2026-03-19
COMMIT 0.20 [enableInfiniteRenderLoopDetection] Warn about potential inf Technical detail and informal errors; hu 2026-03-18
COMMIT 0.20 Fix focus set for delegated and already focused elements (#3 Bug explanation and fix rationale; infor 2026-03-12
COMMIT 0.20 [Flight] Clear chunk reason after successful module initiali Detailed technical error description; hu 2026-03-12
COMMIT 0.20 [compiler] Add fault tolerance plan document (#35872) Slightly formal but concise; detailed te 2026-02-23
COMMIT 0.20 [eslint-plugin-react-hooks] Add ESLint v10 support (#35720) Some formal explanation, but technical a 2026-02-13
PR 0.20 [Compiler] Remove ObjectMethod HIR node, lower as FunctionEx Filled with domain-specific details and 2026-03-27
PR 0.20 fix: add missing useState import in test fixture Casual tone, domain error output, not ov 2025-12-26
PR 0.20 fix: multiple api endpoints across flight-esm and fl... in r Uses domain language and template, not o 2026-03-29
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Significant-Gravitas/AutoGPT

Analysis report โ€” 2026-03-29

AII Trend

โ†“2.6%
33.9%
AI Score
1.0%
Bot Rate
36/100
AI Commits
2/100
AI PRs
37/82
AI Reviews
Commit 36/100
PR 2/100
Review 37/82

Events (200)

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

Analysis report โ€” 2026-03-29

5.9%
AI Score
0.0%
Bot Rate
0/100
AI Commits
0/100
AI PRs
0/0
AI Reviews
Commit 0/100
PR 0/100
Review 0/0

Events (200)

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

Analysis report โ€” 2026-03-29

27.8%
AI Score
3.5%
Bot Rate
9/100
AI Commits
4/100
AI PRs
6/6
AI Reviews
Commit 9/100
PR 4/100
Review 6/6

Events (200)

Type AI Score Description Actor Reason Date
COMMIT 1.00 feat(ui): add hover tooltips to all controls Commit message contains explicit AI assi 2026-02-24
COMMIT 1.00 fix(macos): replace cv2_enumerate_cameras with safe bounded Commit message contains explicit AI assi 2026-02-22
COMMIT 1.00 perf(processing): optimize post-processing with float32 and Commit message contains explicit AI assi 2026-02-22
COMMIT 1.00 perf(face-swapper): optimize opacity handling and frame copi Commit message contains explicit AI assi 2026-02-22
COMMIT 1.00 feat: add GPEN-BFR 256 and 512 ONNX face enhancers Commit message contains explicit AI assi 2026-02-22
COMMIT 1.00 Update modules/processors/frame/face_swapper.py Commit message contains explicit AI assi 2025-05-04
COMMIT 1.00 Update modules/processors/frame/face_swapper.py Commit message contains explicit AI assi 2025-05-04
PR 1.00 perf(face-swapper): add warmup inference call after CoreML m PR body explicitly mentions AI collabora 2026-02-22
PR 1.00 perf(processors): remove unnecessary frame copy in post-proc PR body explicitly mentions AI collabora 2026-02-22
PR 1.00 fix(face-swapper): use thread-local storage for frame interp PR body explicitly mentions AI collabora 2026-02-22
PR 1.00 AI-generated code changes PR body explicitly mentions AI collabora 2025-11-03
COMMIT 0.90 perf(ui): decouple face detection from swap in live webcam p Overly detailed, formal technical summar 2026-02-22
COMMIT 0.65 Optimization added Overly structured technical description 2026-02-06
PR 0.50 Clarify README description about face swap Some AI tool involvement in summary, but 2026-03-28
PR 0.50 Switch to FP32 model by default, add run script Somewhat formal and structured; final su 2026-03-27
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OpenHands/OpenHands

Analysis report โ€” 2026-03-29

13.4%
AI Score
4.5%
Bot Rate
2/100
AI Commits
35/100
AI PRs
0/12
AI Reviews
Commit 2/100
PR 35/100
Review 0/12

Events (200)

Type AI Score Description Actor Reason Date
COMMIT 1.00 fix: treat llm_base_url="" as explicit clear in store_llm_se Commit message contains explicit AI assi 2026-03-20
COMMIT 1.00 fix(security): add sleep to container wait loop (#12869) Commit message contains explicit AI assi 2026-03-18
PR 1.00 feat(frontend): add LLM response streaming support PR body explicitly mentions AI collabora 2026-02-05
PR 1.00 Fix basic settings PR body explicitly mentions AI collabora 2026-02-05
PR 1.00 Release 1.6.0 PR body explicitly mentions AI collabora 2026-03-26
PR 1.00 refactor(frontend): replace loading spinner with static icon PR body explicitly mentions AI collabora 2026-03-27
PR 1.00 fix: planning agent auth error due to missing base_url PR body explicitly mentions AI collabora 2026-03-28
PR 1.00 feat(frontend): Display LLM model on conversation cards and PR body explicitly mentions AI collabora 2026-03-26
PR 1.00 chore: Add sdk to mypy checking and fix the resulting errors PR body explicitly mentions AI collabora 2026-03-27
PR 1.00 fix(frontend): reduce padding and gap for chat status indica PR body explicitly mentions AI collabora 2026-03-27
PR 1.00 Add /docs/ folder with README.md for new contributors PR body explicitly mentions AI collabora 2026-03-27
PR 1.00 fix(frontend): tab icon overflow on mobile devices PR body explicitly mentions AI collabora 2026-03-27
PR 1.00 fix(frontend): set max width for toast messages PR body explicitly mentions AI collabora 2026-03-27
PR 1.00 refactor(frontend): add white background color on learn more PR body explicitly mentions AI collabora 2026-03-27
PR 1.00 fix(frontend): add missing border radius to diff view PR body explicitly mentions AI collabora 2026-03-27
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FlowiseAI/Flowise

Analysis report โ€” 2026-03-29

20.1%
AI Score
3.5%
Bot Rate
22/100
AI Commits
13/100
AI PRs
0/4
AI Reviews
Commit 22/100
PR 13/100
Review 0/4

Events (200)

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

Analysis report โ€” 2026-03-29

1.8%
AI Score
0.0%
Bot Rate
0/100
AI Commits
0/81
AI PRs
0/0
AI Reviews
Commit 0/100
PR 0/81
Review 0/0

Events (181)

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

Analysis report โ€” 2026-03-29

2.6%
AI Score
5.0%
Bot Rate
0/100
AI Commits
2/100
AI PRs
0/0
AI Reviews
Commit 0/100
PR 2/100
Review 0/0

Events (200)

Type AI Score Description Actor Reason Date
PR 1.00 chore(ci): run ai assisted changelog reviews Explicit use of 'chatgpt'; describes AI- 2024-10-14
PR 0.90 [WIP] Review how read_timeout and write_timeout are set in N
Copilot
Polite, process-planning phrasing; expli 2025-12-25
PR 0.50 Responsive design implemented Slightly formal, but some minor awkwardn 2022-07-26
PR 0.40 feat(response): add support for gzip decompression in respon Technical summary; direct phrasing but n 2025-12-05
PR 0.40 style: relax insert_final_newline rule in .editorconfig to a Slightly formal tone in changelog, but t 2025-06-15
PR 0.30 Enhance matrix-commitly.yml with descriptions Concise update, minor formality but like 2025-11-07
PR 0.20 FEATURE - Rate limit by key Terse and somewhat informal, minor gramm 2018-09-17
PR 0.20 fix(plugins/key-auth): only clear key from enabled sources Technical explanation, some informality; 2025-12-03
PR 0.20 fix(plugins): add old_default to redis shorthand fields to p Slightly formal summary style, but prima 2025-12-11
PR 0.20 feat(plugins)(datadog): add a datadog tag for the route name Domain-specific, concise, and informal p 2024-08-12
PR 0.20 fix(actions): edit the pattern in changelog requirement chec Slightly formal summary, but technical a 2024-06-04
PR 0.20 [backport -> release/3.9.x] chore(scripts): update the versi Partially automated, but standard backpo 2025-06-05
COMMIT 0.10 refactor(pdk): share content-type constants via tools.http Slight formal tone, but reasonable techn 2025-09-08
COMMIT 0.10 docs(cors): clarify behavior with no origins specified (#147 Slightly explanatory, but typical for do 2025-08-06
COMMIT 0.10 chore(deps): bump go/codec to 1.2.14 (#14664) Slightly more explanatory, but still hum 2025-06-24
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thedotmack/claude-mem

Analysis report โ€” 2026-03-29

66.3%
AI Score
0.0%
Bot Rate
79/100
AI Commits
8/100
AI PRs
2/2
AI Reviews
Commit 79/100
PR 8/100
Review 2/2

Events (200)

Type AI Score Description Actor Reason Date
COMMIT 1.00 docs: update CHANGELOG.md for v10.6.3 Commit message contains explicit AI assi 2026-03-29
COMMIT 1.00 chore: bump version to 10.6.3 Commit message contains explicit AI assi 2026-03-29
COMMIT 1.00 fix: remove import.meta.url banner from CJS files run by Nod Commit message contains explicit AI assi 2026-03-29
COMMIT 1.00 fix: address PR review feedback from CodeRabbit Commit message contains explicit AI assi 2026-03-28
COMMIT 1.00 fix: patch 7 critical bugs affecting all non-dev-machine use Commit message contains explicit AI assi 2026-03-28
COMMIT 1.00 docs: update CHANGELOG.md for v10.6.2 Commit message contains explicit AI assi 2026-03-21
COMMIT 1.00 chore: bump version to 10.6.2 Commit message contains explicit AI assi 2026-03-21
COMMIT 1.00 fix: stop spinner from spinning forever (#1440) Commit message contains explicit AI assi 2026-03-21
COMMIT 1.00 feat: strip tags before DB storage (#13 Commit message contains explicit AI assi 2026-03-19
COMMIT 1.00 docs: update CHANGELOG.md for v10.6.1 Commit message contains explicit AI assi 2026-03-18
COMMIT 1.00 chore: bump version to 10.6.1 Commit message contains explicit AI assi 2026-03-18
COMMIT 1.00 feat(timeline-report): detect git worktree and use parent pr Commit message contains explicit AI assi 2026-03-18
COMMIT 1.00 docs: update CHANGELOG.md for v10.6.0 Commit message contains explicit AI assi 2026-03-18
COMMIT 1.00 chore: bump version to 10.6.0 Commit message contains explicit AI assi 2026-03-18
COMMIT 1.00 fix(openclaw): inject context via system prompt instead of o Commit message contains explicit AI assi 2026-03-18
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tensorflow/tensorflow

Analysis report โ€” 2026-03-29

AII Trend

โ†’ Flat
0.4%
AI Score
47.0%
Bot Rate
1/100
AI Commits
0/100
AI PRs
0/1
AI Reviews
Commit 1/100
PR 0/100
Review 0/1

Events (200)

Type AI Score Description Actor Reason Date
COMMIT 0.70 Automated Code Change Explicitly labeled as 'Automated Code Ch 2026-03-26
COMMIT 0.20 Automated Code Change Generic phrase 'Automated Code Change' s 2026-03-27
PR 0.20 Improve tf.matmul error message to show inner dimensions mis Slightly formal but domain-specific and 2026-03-29
PR 0.20 Fix tf.nn.avg_pool1d failing under tf.function for VALID pad Technical, specific; could be human, som 2026-03-29
PR 0.20 Fix integer overflow in stablehlo_pad output dimension compu Detailed and technical; slightly formal 2026-03-29
PR 0.10 Fix missing negative index bounds checks in stablehlo_scatte Detailed bug analysis with code snippets 2026-03-29
COMMIT 0.00 [XLA:GPU] Migrate more triton tests to lit. Concise commit subject; no AI traits det 2026-03-29
COMMIT 0.00 Add a new collective permute cse pass Brief, direct commit message; entirely h 2026-03-29
COMMIT 0.00 Reverts 15ddf2c954cb94d03ae883a95b54cb4ad4660f1e Standard revert syntax; no AI indicators 2026-03-29
COMMIT 0.00 RecognizeReduce: fix bug with subtract combining Bugfix note with technical detail; typic 2026-03-29
COMMIT 0.00 [XLA:GPU] Remove NewTilingEmitterParameterizedTest and use t Concise change description; no AI hallma 2026-03-29
COMMIT 0.00 Reverts 599f11d91fb2966208907684966a012e5b288837 Standard revert commit message; human-ge 2026-03-29
COMMIT 0.00 Rollback to not trigger fatal log on reshard through full re Revert with clear human-written justific 2026-03-29
COMMIT 0.00 PR #39382: [xla:gpu] Migrate collective thunks to generic As Technical language and changelog style; 2026-03-28
COMMIT 0.00 Rollback of drop deduplicating on outliner. Succinct, domain-specific rollback messa 2026-03-28
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