๐Ÿ›ธ AI Radar 2026-04-03

๐Ÿ›ธ AI Involvement Ranking

Tracking AI-generated code across open-source repositories ยท 2026-04-03 ยท 20 repos

#1
Repository
thedotmack/claude-mem
AI Score
65.0%
C 79/100
PR 5/100
R 6/6
#2
Repository
Significant-Gravitas/AutoGPT
AI Score
34.1%
C 36/100
PR 0/100
R 108/191
#3
Repository
openclaw/openclaw
AI Score
27.5%
C 1/100
PR 19/100
R 342/350
#4
Repository
hacksider/Deep-Live-Cam
AI Score
27.2%
C 8/100
PR 4/100
R 7/7
#5
Repository
ollama/ollama
AI Score
24.2%
C 2/100
PR 1/100
R 1/1
#6
Repository
mem0ai/mem0
AI Score
21.7%
C 37/100
PR 1/100
R 0/5
#7
Repository
FlowiseAI/Flowise
AI Score
16.5%
C 18/100
PR 8/100
R 1/26
#8
Repository
open-webui/open-webui
AI Score
14.1%
C 0/100
PR 37/100
R 0/0

๐Ÿ“‹ Detail

Repository AII Trend AI Commits AI PRs AI Reviews Events
thedotmack/claude-mem 65.0% โ†“2.3% 79/100 5/100 6/6 200
Significant-Gravitas/AutoGPT 34.1% โ†“4.3% 36/100 0/100 108/191 200
openclaw/openclaw 27.5% โ†‘6.5% 1/100 19/100 342/350 200
hacksider/Deep-Live-Cam 27.2% โ†“0.6% 8/100 4/100 7/7 200
ollama/ollama 24.2% โ†‘12.0% 2/100 1/100 1/1 200
mem0ai/mem0 21.7% โ†‘11.5% 37/100 1/100 0/5 200
FlowiseAI/Flowise 16.5% โ†“3.5% 18/100 8/100 1/26 200
open-webui/open-webui 14.1% โ†“2.1% 0/100 37/100 0/0 200
HKUDS/nanobot 10.6% โ†‘1.1% 4/100 2/100 6/24 200
huggingface/transformers 9.8% โ†‘6.4% 9/100 10/100 0/4 200
OpenHands/OpenHands 8.9% โ†“6.0% 1/100 21/100 0/38 200
rasbt/LLMs-from-scratch 5.8% โ†’ 0/100 0/100 0/0 200
facebook/react 5.3% โ†“1.2% 1/100 1/100 0/0 200
ItzCrazyKns/Vane 4.7% โ†’ 3/100 2/100 0/2 200
kamranahmedse/developer-roadmap 3.7% โ†“3.9% 1/100 11/100 0/0 200
moeyui1/github-ai-detector 2.8% โ†‘1.5% 1/44 0/11 0/0 55
Kong/kong 2.8% โ†“1.9% 0/100 2/100 0/0 200
jingyaogong/minimind 1.9% โ†’ 0/100 0/82 0/0 182
tensorflow/tensorflow 0.2% โ†“0.5% 0/100 0/100 0/0 200
torvalds/linux 0.0% โ†“0.7% 0/100 0/0 0/0 100

HKUDS/nanobot

Analysis report โ€” 2026-04-03

AII Trend

โ†‘1.1%
10.6%
AI Score
0.0%
Bot Rate
4/100
AI Commits
2/100
AI PRs
6/24
AI Reviews
Commit 4/100
PR 2/100
Review 6/24

Events (200)

Type AI Score Description Actor Reason Date
COMMIT 1.00 feat(discord): configurable read receipt + subagent working Commit message contains explicit AI assi 2026-03-30
COMMIT 1.00 feat(discord): Use `discord.py` for stable discord channel ( Commit message contains explicit AI assi 2026-03-27
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
COMMIT 0.70 fix: refresh copilot token before requests Explicit 'Generated with GitHub Copilot, 2026-04-01
COMMIT 0.70 fix: restore GitHub Copilot auth flow Explicit 'Generated with GitHub Copilot, 2026-03-31
PR 0.50 feat(tool hints): CLEAN, backward compatible tool hint user Slightly apologetic, unusually polite to 2026-03-28
PR 0.45 feat: add TTS support using GPT-SoVITS Well-structured, somewhat formal but pla 2026-04-03
PR 0.45 Feature/tts gpt sovits Nearly identical to #4; formal but feasi 2026-04-03
PR 0.25 feat(agent): add SelfTool for agent runtime self-inspection Highly technical, uses bullet points, no 2026-03-26
COMMIT 0.20 test(agent): cover disabled subagent exec tool 'Made-with: Cursor' could imply AI assis 2026-03-31
PR 0.20 fix: Support media directory access when `restrict_to_worksp Some formality but uses practical, user- 2026-04-02
PR 0.20 feat: unify web tool config under WebToolsConfig + add web t Contains some template structure, free-t 2026-03-30
PR 0.20 feat(memory): two-stage memory system with Dream consolidati Technically detailed; free-text uses bul 2026-04-01
PR 0.20 feat(channel): channel enhancement Structured like a template, but content 2026-04-03
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openclaw/openclaw

Analysis report โ€” 2026-04-03

AII Trend

โ†‘6.5%
27.5%
AI Score
0.0%
Bot Rate
1/100
AI Commits
19/100
AI PRs
342/350
AI Reviews
Commit 1/100
PR 19/100
Review 342/350

Events (200)

Type AI Score Description Actor Reason Date
COMMIT 1.00 Gateway: refresh websocket auth after secrets reload (#60323 Commit message contains explicit AI assi 2026-04-03
PR 1.00 fix(matrix): surface user-visible 'too large' marker when Ma PR body explicitly mentions AI collabora 2026-04-03
PR 1.00 fix(hooks): harden before_tool_call hook runner to fail-clos PR body explicitly mentions AI collabora 2026-04-02
PR 1.00 fix(msteams): isolate thread sessions, outbound targeting, a PR body explicitly mentions AI collabora 2026-04-01
PR 1.00 fix: avoid failed tool alerts for warning-only reaction resu PR body explicitly mentions AI collabora 2026-03-27
PR 1.00 fix: allow RFC2544 benchmark IPs in image tool SSRF guard PR body explicitly mentions AI collabora 2026-03-26
PR 1.00 fix: clean up seqByRun entry in clearAgentRunContext() PR body explicitly mentions AI collabora 2026-03-28
PR 1.00 fix(cron): return strictly future time for every-schedule bo PR body explicitly mentions AI collabora 2026-04-03
PR 1.00 fix(webchat): strip raw and XML PR body explicitly mentions AI collabora 2026-04-03
PR 1.00 feat(agents): add replyMode tool-only to suppress auto-deliv PR body explicitly mentions AI collabora 2026-03-30
PR 1.00 fix: empty allowBundled array should block all bundled skill PR body explicitly mentions AI collabora 2026-04-02
PR 1.00 feat(voice-call): add realtime voice mode (OpenAI Realtime A PR body explicitly mentions AI collabora 2026-03-11
PR 1.00 fix(cron): add defensive prune before reading run log to pre PR body explicitly mentions AI collabora 2026-03-29
PR 1.00 fix: emit warning on consecutive QueuedFileWriter failures PR body explicitly mentions AI collabora 2026-03-29
PR 1.00 fix(ws): downgrade internal health probe pre-handshake close PR body explicitly mentions AI collabora 2026-04-03
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ollama/ollama

Analysis report โ€” 2026-04-03

AII Trend

โ†‘12.0%
24.2%
AI Score
0.0%
Bot Rate
2/100
AI Commits
1/100
AI PRs
1/1
AI Reviews
Commit 2/100
PR 1/100
Review 1/1

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 0.80 fix: security assessment identifies authentication m... in a Has AI security scanner and automated fi 2026-03-30
PR 0.55 LLM-client for the Community integrations Some ChatGPT-style phrases and formal to 2026-04-03
PR 0.35 Added Terminal OCR example Slightly generic phrasing, but some doma 2026-04-03
PR 0.30 fix: memory leak when when vocab loading from file failed Uses template headings with perfect gram 2026-03-30
PR 0.25 docs: add kbot integration Lists, product links, and domain stats; 2026-04-01
PR 0.20 model/parsers/gemma4: fix tool call argument parsing with in Slightly formal but technical, overall h 2026-04-03
PR 0.20 model/parsers: rework gemma4 tool call handling Some formality, but technical and struct 2026-04-03
PR 0.20 docs: clarify num_ctx parameter description Clear, technical, and contextualized; hu 2025-11-20
PR 0.20 cuda: graceful OOM fallback when creating events during part In-depth hardware context and bug repro; 2026-03-04
PR 0.20 create: fix parser/renderer mapping for qwen3 variants Detailed explanation, contextual and tec 2026-04-02
PR 0.20 launch: replace deprecated OPENAI_BASE_URL with config.toml Detailed technical content, uses domain- 2026-03-24
PR 0.20 fix(registry): avoid panic in statusCodeRecorder on non-Flus Somewhat formal but mixes technical summ 2026-04-01
PR 0.20 Draft: api: support multimodal embedding Direct status update, mentions links, ty 2026-03-31
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open-webui/open-webui

Analysis report โ€” 2026-04-03

AII Trend

โ†“2.1%
14.1%
AI Score
8.0%
Bot Rate
0/100
AI Commits
37/100
AI PRs
0/0
AI Reviews
Commit 0/100
PR 37/100
Review 0/0

Events (200)

Type AI Score Description Actor Reason Date
PR 1.00 fix: Fix user_id associated with event emitted when POSTing PR body explicitly mentions AI collabora 2026-04-03
PR 1.00 fix: /api/config respects WEBUI_AUTH_TRUSTED_EMAIL_HEADER PR body explicitly mentions AI collabora 2026-04-03
PR 1.00 fix: include built-in tools in Pipe functions PR body explicitly mentions AI collabora 2026-04-03
PR 1.00 refactor(middleware): optimize fence-stripping O(nยฒ) โ†’ O(n) PR body explicitly mentions AI collabora 2026-03-22
PR 1.00 perf: replace JSON.stringify equality with fast-deep-equal PR body explicitly mentions AI collabora 2026-04-03
PR 1.00 chore: upgrade Python to 3.14 and update all dependencies PR body explicitly mentions AI collabora 2026-04-03
PR 1.00 0.8.13 PR body explicitly mentions AI collabora 2026-04-01
PR 1.00 fix: Normalize file extension check to lowercase PR body explicitly mentions AI collabora 2026-04-02
PR 1.00 fix: index.html sets no-cache to avoid hard needing refreshe PR body explicitly mentions AI collabora 2026-04-02
PR 1.00 fix: match all
variants in detailsStart
PR body explicitly mentions AI collabora 2026-04-02
PR 1.00 I18n: improve Chinese translation PR body explicitly mentions AI collabora 2026-04-02
PR 1.00 Update translation for 'Name' in French locale : use for Pro PR body explicitly mentions AI collabora 2026-04-02
PR 1.00 Dev PR body explicitly mentions AI collabora 2026-04-02
PR 1.00 fix: clear taskIds immediately on response done PR body explicitly mentions AI collabora 2026-03-31
PR 1.00 perf: replace JS transition with CSS animation in CodespanTo PR body explicitly mentions AI collabora 2026-03-31
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huggingface/transformers

Analysis report โ€” 2026-04-03

AII Trend

โ†‘6.4%
9.8%
AI Score
1.0%
Bot Rate
9/100
AI Commits
10/100
AI PRs
0/4
AI Reviews
Commit 9/100
PR 10/100
Review 0/4

Events (200)

Type AI Score Description Actor Reason Date
COMMIT 1.00 fix: prefer registered config over remote code in AutoConfig Commit message contains explicit AI assi 2026-03-31
COMMIT 1.00 Fix stupid test fetcher (#45140) Commit message contains explicit AI assi 2026-03-31
COMMIT 1.00 [Bugfix] Remove incorrect torchvision requirement from PIL b Commit message contains explicit AI assi 2026-03-30
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
PR 1.00 Fix Sam3Processor missing input_boxes_labels for padded None PR body explicitly mentions AI collabora 2026-04-01
PR 1.00 Pass packed boundary metadata to Qwen3.5 linear-attention fa PR body explicitly mentions AI collabora 2026-03-26
PR 1.00 casually dropping the most capable open weights on the plane PR body explicitly mentions AI collabora 2026-04-02
PR 1.00 DO NOT MERGE - model creation skill PR body explicitly mentions AI collabora 2026-04-03
PR 1.00 Fix TypeError: 'NoneType' object is not iterable in Generati PR body explicitly mentions AI collabora 2026-04-01
PR 1.00 refactor(gpt-oss): rename `eager_attention_forward` to `eage PR body explicitly mentions AI collabora 2026-03-31
PR 1.00 added efficietvitsam model to HF PR body explicitly mentions AI collabora 2026-04-02
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mem0ai/mem0

Analysis report โ€” 2026-04-03

AII Trend

โ†‘11.5%
21.7%
AI Score
1.0%
Bot Rate
37/100
AI Commits
1/100
AI PRs
0/5
AI Reviews
Commit 37/100
PR 1/100
Review 0/5

Events (200)

Type AI Score Description Actor Reason Date
COMMIT 1.00 fix(ci): handle npm prerelease publish across Node.js CD wor Commit message contains explicit AI assi 2026-04-03
COMMIT 1.00 fix: prevent thread and memory leaks from PostHog telemetry Commit message contains explicit AI assi 2026-04-03
COMMIT 1.00 fix(openclaw): clear security scanner exfiltration warning ( Commit message contains explicit AI assi 2026-04-02
COMMIT 1.00 feat(cli): comprehensive docs, version bump, and purple bran Commit message contains explicit AI assi 2026-04-02
COMMIT 1.00 fix(openclaw): remove process.env access to clear security s Commit message contains explicit AI assi 2026-04-02
COMMIT 1.00 fix: use DatetimeRange for datetime string values in Qdrant Commit message contains explicit AI assi 2026-04-02
COMMIT 1.00 feat(sdk): add multilingual param to project update (#4314) Commit message contains explicit AI assi 2026-04-02
COMMIT 1.00 fix(configs): add missing ConfigDict to vector store configs Commit message contains explicit AI assi 2026-04-02
COMMIT 1.00 fix(openclaw): graceful startup without API key (#4669) Commit message contains explicit AI assi 2026-04-02
COMMIT 1.00 fix(openclaw): dream gate correctness โ€” cheap-first ordering Commit message contains explicit AI assi 2026-04-02
COMMIT 1.00 feat(openclaw): skills-based memory architecture with batche Commit message contains explicit AI assi 2026-04-01
COMMIT 1.00 feat(cli): add event commands, --json/--agent flag, agent ou Commit message contains explicit AI assi 2026-04-01
COMMIT 1.00 fix: pass dimensions parameter to OpenAI embeddings API (#46 Commit message contains explicit AI assi 2026-04-01
COMMIT 1.00 ci(cli): add CI pipelines for Node and Python CLI SDKs (#464 Commit message contains explicit AI assi 2026-03-31
COMMIT 1.00 fix(ts): extract JSON from chatty LLM responses in fact retr Commit message contains explicit AI assi 2026-03-30
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torvalds/linux

Analysis report โ€” 2026-04-03

AII Trend

โ†“0.7%
0.0%
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 0.00 sched_ext: Fix stale direct dispatch state in ddsp_dsq_id Technical, domain-specific; uses normal 2026-04-03
COMMIT 0.00 sched_ext: Fix is_bpf_migration_disabled() false negative on Technical with kernel details; not AI-ty 2026-04-02
COMMIT 0.00 drm/amd/display: Wire up dcn10_dio_construct() for all pre-D Contains domain abbreviations and hardwa 2026-03-23
COMMIT 0.00 selftests/bpf: Add more precision tracking tests for atomics BPF-specific jargon and casual imperativ 2026-03-31
COMMIT 0.00 bpf: Fix incorrect pruning due to atomic fetch precision tra Domain-rich, technical and detailed, no 2026-03-31
COMMIT 0.00 bpf: Reject sleepable kprobe_multi programs at attach time Natural Linux patch style, stack trace, 2026-04-01
COMMIT 0.00 bpf: reject direct access to nullable PTR_TO_BUF pointers Direct, minimal human summary and techni 2026-04-02
COMMIT 0.00 eth: fbnic: Increase FBNIC_QUEUE_SIZE_MIN to 64 Technical, concise, domain-specific with 2026-04-01
COMMIT 0.00 ipv6: avoid overflows in ip6_datagram_send_ctl() Contains a quoted report, technical and 2026-04-01
COMMIT 0.00 net: hsr: fix VLAN add unwind on slave errors Succinct problem/solution, technical lan 2026-04-01
COMMIT 0.00 net: hsr: serialize seq_blocks merge across nodes Brief, technical focus, with typical ker 2026-04-01
COMMIT 0.00 vsock: initialize child_ns_mode_locked in vsock_net_init() Lists concrete bug/steps, uses typical k 2026-04-01
COMMIT 0.00 selftests/tc-testing: add tests for cls_fw and cls_flow on s Test description is brief and uses stand 2026-03-31
COMMIT 0.00 net/sched: cls_flow: fix NULL pointer dereference on shared Technical stack trace, problem-focused, 2026-03-31
COMMIT 0.00 net/sched: cls_fw: fix NULL pointer dereference on shared bl Domain-specific, error trace, concise ex 2026-03-31
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moeyui1/github-ai-detector

Analysis report โ€” 2026-04-03

AII Trend

โ†‘1.5%
2.8%
AI Score
12.7%
Bot Rate
1/44
AI Commits
0/11
AI PRs
0/0
AI Reviews
Commit 1/44
PR 0/11
Review 0/0

Events (55)

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
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 with technical terms; 2026-03-28
PR 0.10 Optimize the layout of the top of page in mobile devices
Copilot
Informal, technical explanation with mar 2026-03-29
PR 0.10 Remove bot rate from ranking page
Copilot
Detailed technical explanation, no AI to 2026-04-01
COMMIT 0.05 feat: initialize Tailwind CSS setup with daisyUI and add sty Concise, domain-specific changelog; no s 2026-03-31
COMMIT 0.00 feat: add last commit and website badge to README and README Terse message, domain-specific, no AI cu 2026-04-03
COMMIT 0.00 feat: add live report link to README and README_ZH Terse commit message with standard tech 2026-04-01
COMMIT 0.00 Remove bot rate from ranking page
Copilot
Standard commit and GitHub trailer indic 2026-04-01
COMMIT 0.00 Initial plan
Copilot
Very brief, generic commit message, typi 2026-04-01
COMMIT 0.00 feat: add GitHub Star button to ranking header Concise commit message with domain-speci 2026-03-30
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kamranahmedse/developer-roadmap

Analysis report โ€” 2026-04-03

AII Trend

โ†“3.9%
3.7%
AI Score
41.5%
Bot Rate
1/100
AI Commits
11/100
AI PRs
0/0
AI Reviews
Commit 1/100
PR 11/100
Review 0/0

Events (200)

Type AI Score Description Actor Reason Date
COMMIT 1.00 content(docker): add descriptions for Linux fundamentals top Commit message contains explicit AI assi 2026-03-30
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
COMMIT 0.40 feat: Add 10 comprehensive Node.js interview questions (#956 Detailed itemization, but uses domain te 2026-03-30
PR 0.40 docs: add OpenAI Response API content Short, factual update; slightly formal b 2026-02-06
PR 0.40 Enhance Python roadmap with detailed description Somewhat generic phrasing but not defini 2026-03-10
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facebook/react

Analysis report โ€” 2026-04-03

AII Trend

โ†“1.2%
5.3%
AI Score
20.0%
Bot Rate
1/100
AI Commits
1/100
AI PRs
0/0
AI Reviews
Commit 1/100
PR 1/100
Review 0/0

Events (200)

Type AI Score Description Actor Reason Date
COMMIT 1.00 Fix useDeferredValue getting stuck (#36134) Explicitly credited to Claude; 'Written/ 2026-03-24
PR 1.00 Fix typo in README Explicit AI assistance: 'Drafted with AI 2026-03-30
COMMIT 0.50 docs: fix typos and improve abbreviation usage in DESIGN_GOA Slightly formal but brief; 'Happy to con 2026-03-30
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 Add Flight SSR benchmark fixture (#36180) Free-text is technical and focused, with 2026-04-02
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
PR 0.20 Fix stale executionContext after breakpoint/alert interrupti Domain-specific, references bug numbers, 2026-02-22
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Significant-Gravitas/AutoGPT

Analysis report โ€” 2026-04-03

AII Trend

โ†“4.3%
34.1%
AI Score
4.0%
Bot Rate
36/100
AI Commits
0/100
AI PRs
108/191
AI Reviews
Commit 36/100
PR 0/100
Review 108/191

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€” 2026-04-03

AII Trend

โ†’ Flat
5.8%
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€” 2026-04-03

AII Trend

โ†“0.6%
27.2%
AI Score
3.5%
Bot Rate
8/100
AI Commits
4/100
AI PRs
7/7
AI Reviews
Commit 8/100
PR 4/100
Review 7/7

Events (200)

Type AI Score Description Actor Reason Date
COMMIT 1.00 Apply suggestion from @sourcery-ai[bot] Commit message contains explicit AI assi 2026-04-01
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
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
COMMIT 0.35 Update version in README to 2.0.2c Structured but contains bold performance 2026-02-06
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OpenHands/OpenHands

Analysis report โ€” 2026-04-03

AII Trend

โ†“6.0%
8.9%
AI Score
10.0%
Bot Rate
1/100
AI Commits
21/100
AI PRs
0/38
AI Reviews
Commit 1/100
PR 21/100
Review 0/38

Events (200)

Type AI Score Description Actor Reason Date
COMMIT 1.00 Fix credential leak in callback event logging (#13718) Commit message contains explicit AI assi 2026-04-03
PR 1.00 feat(backend): route Slack resolver conversations to claimed PR body explicitly mentions AI collabora 2026-04-03
PR 1.00 APP-1197 Migrate secrets endpoints to V1 API PR body explicitly mentions AI collabora 2026-04-03
PR 1.00 fix(backend): route Jira resolver conversations to claimed o PR body explicitly mentions AI collabora 2026-04-03
PR 1.00 feat(backend): route gitlab resolver conversations to claime PR body explicitly mentions AI collabora 2026-04-03
PR 1.00 feat(backend): route resolver conversations to claimed org w PR body explicitly mentions AI collabora 2026-04-02
PR 1.00 Fix CVE-2026-25645: Update requests to 2.33.1 PR body explicitly mentions AI collabora 2026-04-01
PR 1.00 feat: Add DEPLOYMENT_MODE detection for conditional onboardi PR body explicitly mentions AI collabora 2026-03-31
PR 1.00 Fix CVE-2026-22815: Update aiohttp to 3.13.5 PR body explicitly mentions AI collabora 2026-04-02
PR 1.00 feat: add tags storage for conversation metadata PR body explicitly mentions AI collabora 2026-03-31
PR 1.00 Update CODEOWNERS PR body explicitly mentions AI collabora 2026-04-03
PR 1.00 enterprise lock update openhands aci to version already in o PR body explicitly mentions AI collabora 2026-04-02
PR 1.00 feat(frontend): Display LLM model on conversation cards and PR body explicitly mentions AI collabora 2026-03-26
PR 1.00 feat: Add /events/latest-agent-response endpoint to REST API PR body explicitly mentions AI collabora 2026-04-03
PR 1.00 Add contributors section to README PR body explicitly mentions AI collabora 2026-04-02
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FlowiseAI/Flowise

Analysis report โ€” 2026-04-03

AII Trend

โ†“3.5%
16.5%
AI Score
5.0%
Bot Rate
18/100
AI Commits
8/100
AI PRs
1/26
AI Reviews
Commit 18/100
PR 8/100
Review 1/26

Events (200)

Type AI Score Description Actor Reason Date
COMMIT 1.00 fix: better errors for sso login (#6113) Commit message contains explicit AI assi 2026-04-03
COMMIT 1.00 feat(agentflow): enhance state management with StateKeyValue Commit message contains explicit AI assi 2026-04-02
COMMIT 1.00 fix: preserve sourceDocuments and metadata in ExecuteFlow no Commit message contains explicit AI assi 2026-04-01
COMMIT 1.00 Add Permission Checks to Vector Store API's (#6045) Commit message contains explicit AI assi 2026-04-01
COMMIT 1.00 fix: skip empty metadata filter in RetrieverTool to prevent Commit message contains explicit AI assi 2026-04-01
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
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jingyaogong/minimind

Analysis report โ€” 2026-04-03

AII Trend

โ†’ Flat
1.9%
AI Score
0.0%
Bot Rate
0/100
AI Commits
0/82
AI PRs
0/0
AI Reviews
Commit 0/100
PR 0/82
Review 0/0

Events (182)

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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thedotmack/claude-mem

Analysis report โ€” 2026-04-03

AII Trend

โ†“2.3%
65.0%
AI Score
0.0%
Bot Rate
79/100
AI Commits
5/100
AI PRs
6/6
AI Reviews
Commit 79/100
PR 5/100
Review 6/6

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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Kong/kong

Analysis report โ€” 2026-04-03

AII Trend

โ†“1.9%
2.8%
AI Score
4.5%
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 Update timeout for .github/workflows/build_and_test.yml The text is neutral and mildly formal bu 2024-02-03
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 Update timeout for .github/workflows/changelog-validation.ym Some formal phrasing, but overall reads 2024-02-03
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
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
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ItzCrazyKns/Vane

Analysis report โ€” 2026-04-03

4.7%
AI Score
0.0%
Bot Rate
3/100
AI Commits
2/100
AI PRs
0/2
AI Reviews
Commit 3/100
PR 2/100
Review 0/2

Events (200)

Type AI Score Description Actor Reason Date
COMMIT 1.00 Update src/components/Navbar.tsx Commit message contains explicit AI assi 2025-12-27
COMMIT 1.00 Update src/components/MessageActions/Copy.tsx Commit message contains explicit AI assi 2025-12-27
COMMIT 1.00 Update src/components/WeatherWidget.tsx Commit message contains explicit AI assi 2025-12-27
PR 1.00 fix: guard against undefined .slice() calls in search action PR body explicitly mentions AI collabora 2026-03-08
PR 1.00 fix: strip markdown code block wrappers before JSON parsing PR body explicitly mentions AI collabora 2026-03-08
COMMIT 0.50 feat(steps): display after loading animation Descriptive feature; clear technical con 2025-12-24
PR 0.20 feat: migrate web search to support Tavily alongside SearXNG Well-structured changelog with some huma 2026-03-31
PR 0.20 fix: guard against undefined queries/urls in research action Problem and fix described in detail but 2026-03-08
PR 0.20 fix: add admin auth guard for /api/config and /api/providers Explains rationale and fix in domain-spe 2026-03-26
PR 0.20 feat: add maxResultsPerQuery option to limit search results Domain-specific and concise; lists chang 2026-03-11
COMMIT 0.10 fix: add typing_extensions to Dockerfile to resolve build er Brief technical explanation with specifi 2026-03-08
COMMIT 0.10 Add timeout and validation to SearXNG search Brief human-written title only, no text 2026-03-04
COMMIT 0.10 Update copyright year in LICENSE file Minimal commit-like message, no AI styli 2026-02-13
COMMIT 0.10 Update README.md Generic update message, too brief for AI 2026-01-10
COMMIT 0.10 Update docker-compose.yaml Simple file update, no AI stylistic patt 2026-01-08
Show more โ€ฆ

tensorflow/tensorflow

Analysis report โ€” 2026-04-03

AII Trend

โ†“0.5%
0.2%
AI Score
48.0%
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 0.20 Automated Code Change 'Automated Code Change' is generic; poss 2026-04-02
PR 0.10 Fix softmax kernel to zero out invalid channels in output Direct bug explanation, concise with spe 2026-01-14
PR 0.10 Fix int16x8 quantization for SQRT op in TFLite Free-text is highly technical and matche 2026-04-03
PR 0.10 Fix int16x8 quantization for SQRT op in TFLite Repeated, technical explanation, no AI l 2026-04-03
PR 0.10 Fix XLA compilation failure for tf.random.shuffle (compariso Detailed technical fix, uses XLA and Ten 2026-04-03
PR 0.10 Fix tf.math.polyval to match numpy.polyval for single-coeffi Bug report reference, domain-specific wi 2026-03-10
COMMIT 0.00 [XLA] Put BufferAssignment dumps on a diet Informal, domain-specific summary and co 2026-04-03
COMMIT 0.00 Populate xla_input_shapes for unpacked inputs in IfrtServing Brief, technical commit with no AI hallm 2026-04-03
COMMIT 0.00 feat: Add StructuredMetric to tensorflow request cost. Standard technical commit, no sign of AI 2026-04-03
COMMIT 0.00 Automated Code Change Standard 'Automated Code Change' label, 2026-04-03
COMMIT 0.00 Automated Code Change Standard 'Automated Code Change' label, 2026-04-03
COMMIT 0.00 Automated Code Change Standard 'Automated Code Change' label, 2026-04-03
COMMIT 0.00 Internal build change. Generic commit message, typical for inte 2026-04-03
COMMIT 0.00 Enable TpuHostAllocator for IFRT in TfrtSession. Technical commit, domain-specific with n 2026-04-03
COMMIT 0.00 2. add FunctionalHloRunner::CompileAndRun overload to accept Technical wording, no signs of AI-genera 2026-04-03
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