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repowise2233admin/webclaw

Commits

Every commit scored for change-risk against this repo's own history, so 'elevated' means elevated here rather than on some global curve.

Needs review

60of 179 scored

60 commits sit in this repo's top risk tercile, which is 34% of the 179scored. The cut is drawn against this codebase's own history rather than a global curve, so a quiet repo still fills its top band, and here it starts at 7.2 out of 10. What pushes a commit up is size and spread together: a large change confined to one area scores below a smaller one scattered across a dozen files.

Fix commits5028%Commits whose subject reads as a bug fix rather than new work.Written by an agent7542%Read from commit trailers, so it counts what was declared.Change diffusion0.81bitsShannon entropy of a commit's churn across its files. Zero is a single file, and every extra bit is a doubling of how widely the change spread.Review threshold7.2out of 10Score a commit has to clear to land in this repo's top tercile.

How the work changed shape

Commit categories over time, read off the subject line. Fixes carry the accent because that is the series this chart exists to show.

Consistently other-driven across its history.

Other100%
42%of indexed commits are agent-attributed(75 of 179)
claude (75)

Review-priority queue

Ranked by change-risk, highest first. Priority is a tercile of this repo's own distribution, so a quiet repo still fills its top band.

Commit review-priority queue
#CommitAuthorWhenLinesRiskTop driver
1
c99ec684Initial release: webclaw v0.1.0 — web content extraction for LLMs
Valerio
4mo ago+24.1K -0
100%Elevated
large diff (many lines added)
2
217bfe08feat(reddit): parse old.reddit.com HTML instead of the dead .json API
Valerio
1mo ago+2.5K -396
99%Elevated
large diff (many lines added)
3
b041f3cdfeat(extractors): wave 2 \u2014 8 more verticals (14 total)
Valerio
3mo ago+1.7K -0
99%Elevated
large diff (many lines added)
4
8cc727c2feat(extractors): wave 6a, 5 easy verticals (27 total)
Valerio
3mo ago+1.2K -1
98%Elevated
large diff (many lines added)
5
8ba7538cfeat(extractors): add vertical extractors module + first 6 verticals
Valerio
3mo ago+1.5K -0
98%Elevated
large diff (many lines added)
6
7f5eb93bfeat(extractors): wave 6b, etsy_listing + HTML fallbacks for substack/youtube
Valerio
3mo ago+910 -29
96%Elevated
large diff (many lines added)
7
0221c151feat(extractors): wave 4 \u2014 ecommerce (shopify + generic JSON-LD)
Valerio
3mo ago+854 -0
96%Elevated
large diff (many lines added)
8
e27ee1f8docs(benchmarks): reproducible 3-way comparison vs trafilatura + firecrawl (#25)
Valerioclaudeassisted
3mo ago+935 -119
96%Elevated
large diff (many lines added)
9
ea148487feat: v0.2.0 — DOCX/XLSX/CSV extraction, HTML format, multi-URL watch, batch LLM
Valerioclaudeassisted
4mo ago+1.5K -40
96%Elevated
large diff (many lines added)
10
b2e7dbf3fix(extractors): perfect-score follow-ups (trustpilot 2025 schema, amazon/etsy fallbacks, cloud docs)
Valerio
3mo ago+811 -158
94%Elevated
large diff (many lines added)
11
d8c9274afeat(extractors): wave 5 \u2014 Amazon, eBay, Trustpilot via cloud fallback
Valerio
3mo ago+884 -24
94%Elevated
large diff (many lines added)
12
3bb0a4bcfeat(extractors): add LinkedIn + Instagram with profile-to-posts fan-out
Valerio
3mo ago+1.1K -1
94%Elevated
large diff (many lines added)
13
2ba682adfeat(server): add OSS webclaw-server REST API binary (closes #29)
Valerio
3mo ago+1.1K -11
94%Elevated
large diff (many lines added)
14
6316b1a6fix: handle raw newlines in JSON-LD strings
Valerioclaudeassisted
3mo ago+1.3K -8
94%Elevated
large diff (many lines added)
15
a1b9a550chore: add SKILL.md to repo root for skills.sh discoverability
Valerioclaudeassisted
3mo ago+634 -0
92%Elevated
large diff (many lines added)
16
2f6255feadd SKILL.md for Claude Code skill integration
Valerioclaudeassisted
4mo ago+634 -0
92%Elevated
large diff (many lines added)
17
d91ad9c1feat(cli): add webclaw bench <url> subcommand (closes #26)
Valerio
3mo ago+471 -1
90%Elevated
large diff (many lines added)
18
84b2e609feat: SvelteKit data extraction + license change to AGPL-3.0
Valerioclaudeassisted
3mo ago+850 -35
90%Elevated
large diff (many lines added)
19
aaf51eddfeat: replace custom TLS stack with wreq (BoringSSL), bump v0.3.3
Valerioclaudeassisted
3mo ago+752 -341
90%Elevated
large diff (many lines added)
20
0ab891bdrefactor(cloud): consolidate CloudClient + smart_fetch into webclaw-fetch
Valerio
3mo ago+675 -388
89%Elevated
large diff (many lines added)
21
32c035c5feat: v0.1.4 — QuickJS integration for inline JavaScript data extraction
Valerioclaudeassisted
4mo ago+665 -7
89%Elevated
large diff (many lines added)
22
fe567a6afeat(core): endpoints module for API surface extraction from HTML and JS (#47)
Valerio
2mo ago+536 -11
88%Elevated
large diff (many lines added)
23
be8bcfebfix: harden resource limits, path safety, and WASM build (#46)
Valerio
2mo ago+454 -47
87%Elevated
large diff (many lines added)
24
e8ca1417Improve --format llm output quality (#37)
devnen
2mo ago+371 -16
87%Elevated
large diff (many lines added)
25
985a90b0feat(fetch): periodic progress stderr line on slow fetches
devnen
1mo ago+299 -2
86%Elevated
large diff (many lines added)
26
3fabdc1dfix: clean llm output noise
Valerio
2mo ago+348 -18
86%Elevated
large diff (many lines added)
27
a53578e4fix(extractors): detect AWS WAF verifying-connection page, add OG fallback to ecommerce_product
Valerio
3mo ago+299 -28
86%Elevated
large diff (many lines added)
28
aab51beadocs: add workflow examples
Valerio
2mo ago+281 -0
84%Elevated
large diff (many lines added)
29
af96628dRevise README for clarity and updated content
Valerio
2mo ago+216 -250
84%Elevated
large diff (many lines added)
30
bdf81fe6fix: harden fetch URL validation
Valerio
2mo ago+284 -27
84%Elevated
large diff (many lines added)
31
b7776781Bump to 0.5.4: SafariIos profile + Chrome fingerprint alignment + locale helper
Valerio
3mo ago+291 -26
82%Elevated
large diff (many lines added)
32
e5649e18feat: v0.1.5 — --output-dir saves each page to a separate file
Valerioclaudeassisted
4mo ago+278 -24
82%Elevated
large diff (many lines added)
33
0c91c6d5feat: v0.1.3 — crawl streaming, resume/cancel, MCP proxy support
Valerioclaudeassisted
4mo ago+251 -44
82%Elevated
large diff (many lines added)
34
058493bcfeat(fetch): Fetcher trait so vertical extractors work under any HTTP backend
Valerio
3mo ago+241 -73
80%Elevated
large diff (many lines added)
35
70c67f2efix: prevent noise filter from swallowing content in malformed HTML
devnen
3mo ago+138 -7
80%Elevated
large diff (many lines added)
36
f7cc0cc5feat: CLI --research flag + MCP cloud fallback + structured research output
Valerioclaudeassisted
3mo ago+239 -32
80%Elevated
large diff (many lines added)
37
f13cb83cfeat: replace primp with webclaw-tls, bump to v0.3.0
Valerioclaudeassisted
4mo ago+200 -595
80%Elevated
large diff (many lines added)
38
1b8dfb77feat: v0.1.6 — watch mode, webhooks (Discord/Slack auto-format)
Valerioclaudeassisted
4mo ago+244 -8
80%Elevated
large diff (many lines added)
39
72b8dbc2fix: improve brand extraction signals
Valerio
2mo ago+234 -47
78%Elevated
large diff (many lines added)
40
d69c50a3feat(fetch,llm): DoS hardening + glob validation + cleanup (P2) (#22)
Valerioclaudeassisted
3mo ago+219 -13
78%Elevated
large diff (many lines added)
41
74bac874fix: prevent stack overflow on deeply nested HTML pages
devnen
3mo ago+129 -28
78%Elevated
large diff (many lines added)
42
afe4d307feat: v0.1.2 — TLS fallback, Safari default, Reddit fix, YouTube transcript infra
Valerioclaudeassisted
4mo ago+164 -6
78%Elevated
large diff (many lines added)
43
14ded4b9chore(deps): bump wreq 6.0.0-rc.29, wreq-util 3.0.0-rc.12
Valerio
1mo ago+170 -122
75%Elevated
large diff (many lines added)
44
0daa2fecfeat(cli+mcp): vertical extractor support (28 extractors discoverable + callable)
Valerio
3mo ago+190 -9
75%Elevated
large diff (many lines added)
45
95a6681bfix: detect layout tables and render as sections instead of markdown tables
devnen
3mo ago+121 -10
75%Elevated
large diff (many lines added)
46
4e81c343docs: update npm package license to AGPL-3.0
Valerioclaudeassisted
3mo ago+142 -23
75%Elevated
large diff (many lines added)
47
ea9c783bfix: v0.1.1 — MCP identity, timeouts, exit codes, URL validation
Valerioclaudeassisted
4mo ago+194 -34
75%Elevated
large diff (many lines added)
48
a3aa4bcefix: support LLM provider compatibility options
Valerio
2mo ago+193 -16
72%Elevated
large diff (many lines added)
49
e10066f5fix(cloud): synthesize HTML from cloud response instead of requesting raw html
Valerio
3mo ago+131 -12
72%Elevated
large diff (many lines added)
50
095ae5d4polish(fetch,mcp): robots parser + firefox client cache + Acquire ordering (P3) (#23)
Valerioclaudeassisted
3mo ago+153 -20
72%Elevated
large diff (many lines added)
  • c99ec684Initial release: webclaw v0.1.0 — web content extraction for LLMs
    Author
    Valerio
    When
    4mo ago
    Lines
    +24.1K -0
    Risk
    100%Elevated
  • 217bfe08feat(reddit): parse old.reddit.com HTML instead of the dead .json API
    Author
    Valerio
    When
    1mo ago
    Lines
    +2.5K -396
    Risk
    99%Elevated
  • b041f3cdfeat(extractors): wave 2 \u2014 8 more verticals (14 total)
    Author
    Valerio
    When
    3mo ago
    Lines
    +1.7K -0
    Risk
    99%Elevated
  • 8cc727c2feat(extractors): wave 6a, 5 easy verticals (27 total)
    Author
    Valerio
    When
    3mo ago
    Lines
    +1.2K -1
    Risk
    98%Elevated
  • 8ba7538cfeat(extractors): add vertical extractors module + first 6 verticals
    Author
    Valerio
    When
    3mo ago
    Lines
    +1.5K -0
    Risk
    98%Elevated
  • 7f5eb93bfeat(extractors): wave 6b, etsy_listing + HTML fallbacks for substack/youtube
    Author
    Valerio
    When
    3mo ago
    Lines
    +910 -29
    Risk
    96%Elevated
  • 0221c151feat(extractors): wave 4 \u2014 ecommerce (shopify + generic JSON-LD)
    Author
    Valerio
    When
    3mo ago
    Lines
    +854 -0
    Risk
    96%Elevated
  • e27ee1f8docs(benchmarks): reproducible 3-way comparison vs trafilatura + firecrawl (#25)
    Author
    Valerio
    When
    3mo ago
    Lines
    +935 -119
    Risk
    96%Elevated
  • ea148487feat: v0.2.0 — DOCX/XLSX/CSV extraction, HTML format, multi-URL watch, batch LLM
    Author
    Valerio
    When
    4mo ago
    Lines
    +1.5K -40
    Risk
    96%Elevated
  • b2e7dbf3fix(extractors): perfect-score follow-ups (trustpilot 2025 schema, amazon/etsy fallbacks, cloud docs)
    Author
    Valerio
    When
    3mo ago
    Lines
    +811 -158
    Risk
    94%Elevated
  • d8c9274afeat(extractors): wave 5 \u2014 Amazon, eBay, Trustpilot via cloud fallback
    Author
    Valerio
    When
    3mo ago
    Lines
    +884 -24
    Risk
    94%Elevated
  • 3bb0a4bcfeat(extractors): add LinkedIn + Instagram with profile-to-posts fan-out
    Author
    Valerio
    When
    3mo ago
    Lines
    +1.1K -1
    Risk
    94%Elevated
  • 2ba682adfeat(server): add OSS webclaw-server REST API binary (closes #29)
    Author
    Valerio
    When
    3mo ago
    Lines
    +1.1K -11
    Risk
    94%Elevated
  • 6316b1a6fix: handle raw newlines in JSON-LD strings
    Author
    Valerio
    When
    3mo ago
    Lines
    +1.3K -8
    Risk
    94%Elevated
  • a1b9a550chore: add SKILL.md to repo root for skills.sh discoverability
    Author
    Valerio
    When
    3mo ago
    Lines
    +634 -0
    Risk
    92%Elevated
  • 2f6255feadd SKILL.md for Claude Code skill integration
    Author
    Valerio
    When
    4mo ago
    Lines
    +634 -0
    Risk
    92%Elevated
  • d91ad9c1feat(cli): add webclaw bench <url> subcommand (closes #26)
    Author
    Valerio
    When
    3mo ago
    Lines
    +471 -1
    Risk
    90%Elevated
  • 84b2e609feat: SvelteKit data extraction + license change to AGPL-3.0
    Author
    Valerio
    When
    3mo ago
    Lines
    +850 -35
    Risk
    90%Elevated
  • aaf51eddfeat: replace custom TLS stack with wreq (BoringSSL), bump v0.3.3
    Author
    Valerio
    When
    3mo ago
    Lines
    +752 -341
    Risk
    90%Elevated
  • 0ab891bdrefactor(cloud): consolidate CloudClient + smart_fetch into webclaw-fetch
    Author
    Valerio
    When
    3mo ago
    Lines
    +675 -388
    Risk
    89%Elevated
  • 32c035c5feat: v0.1.4 — QuickJS integration for inline JavaScript data extraction
    Author
    Valerio
    When
    4mo ago
    Lines
    +665 -7
    Risk
    89%Elevated
  • fe567a6afeat(core): endpoints module for API surface extraction from HTML and JS (#47)
    Author
    Valerio
    When
    2mo ago
    Lines
    +536 -11
    Risk
    88%Elevated
  • be8bcfebfix: harden resource limits, path safety, and WASM build (#46)
    Author
    Valerio
    When
    2mo ago
    Lines
    +454 -47
    Risk
    87%Elevated
  • e8ca1417Improve --format llm output quality (#37)
    Author
    devnen
    When
    2mo ago
    Lines
    +371 -16
    Risk
    87%Elevated
  • 985a90b0feat(fetch): periodic progress stderr line on slow fetches
    Author
    devnen
    When
    1mo ago
    Lines
    +299 -2
    Risk
    86%Elevated
  • 3fabdc1dfix: clean llm output noise
    Author
    Valerio
    When
    2mo ago
    Lines
    +348 -18
    Risk
    86%Elevated
  • a53578e4fix(extractors): detect AWS WAF verifying-connection page, add OG fallback to ecommerce_product
    Author
    Valerio
    When
    3mo ago
    Lines
    +299 -28
    Risk
    86%Elevated
  • aab51beadocs: add workflow examples
    Author
    Valerio
    When
    2mo ago
    Lines
    +281 -0
    Risk
    84%Elevated
  • af96628dRevise README for clarity and updated content
    Author
    Valerio
    When
    2mo ago
    Lines
    +216 -250
    Risk
    84%Elevated
  • bdf81fe6fix: harden fetch URL validation
    Author
    Valerio
    When
    2mo ago
    Lines
    +284 -27
    Risk
    84%Elevated
  • b7776781Bump to 0.5.4: SafariIos profile + Chrome fingerprint alignment + locale helper
    Author
    Valerio
    When
    3mo ago
    Lines
    +291 -26
    Risk
    82%Elevated
  • e5649e18feat: v0.1.5 — --output-dir saves each page to a separate file
    Author
    Valerio
    When
    4mo ago
    Lines
    +278 -24
    Risk
    82%Elevated
  • 0c91c6d5feat: v0.1.3 — crawl streaming, resume/cancel, MCP proxy support
    Author
    Valerio
    When
    4mo ago
    Lines
    +251 -44
    Risk
    82%Elevated
  • 058493bcfeat(fetch): Fetcher trait so vertical extractors work under any HTTP backend
    Author
    Valerio
    When
    3mo ago
    Lines
    +241 -73
    Risk
    80%Elevated
  • 70c67f2efix: prevent noise filter from swallowing content in malformed HTML
    Author
    devnen
    When
    3mo ago
    Lines
    +138 -7
    Risk
    80%Elevated
  • f7cc0cc5feat: CLI --research flag + MCP cloud fallback + structured research output
    Author
    Valerio
    When
    3mo ago
    Lines
    +239 -32
    Risk
    80%Elevated
  • f13cb83cfeat: replace primp with webclaw-tls, bump to v0.3.0
    Author
    Valerio
    When
    4mo ago
    Lines
    +200 -595
    Risk
    80%Elevated
  • 1b8dfb77feat: v0.1.6 — watch mode, webhooks (Discord/Slack auto-format)
    Author
    Valerio
    When
    4mo ago
    Lines
    +244 -8
    Risk
    80%Elevated
  • 72b8dbc2fix: improve brand extraction signals
    Author
    Valerio
    When
    2mo ago
    Lines
    +234 -47
    Risk
    78%Elevated
  • d69c50a3feat(fetch,llm): DoS hardening + glob validation + cleanup (P2) (#22)
    Author
    Valerio
    When
    3mo ago
    Lines
    +219 -13
    Risk
    78%Elevated
  • 74bac874fix: prevent stack overflow on deeply nested HTML pages
    Author
    devnen
    When
    3mo ago
    Lines
    +129 -28
    Risk
    78%Elevated
  • afe4d307feat: v0.1.2 — TLS fallback, Safari default, Reddit fix, YouTube transcript infra
    Author
    Valerio
    When
    4mo ago
    Lines
    +164 -6
    Risk
    78%Elevated
  • 14ded4b9chore(deps): bump wreq 6.0.0-rc.29, wreq-util 3.0.0-rc.12
    Author
    Valerio
    When
    1mo ago
    Lines
    +170 -122
    Risk
    75%Elevated
  • 0daa2fecfeat(cli+mcp): vertical extractor support (28 extractors discoverable + callable)
    Author
    Valerio
    When
    3mo ago
    Lines
    +190 -9
    Risk
    75%Elevated
  • 95a6681bfix: detect layout tables and render as sections instead of markdown tables
    Author
    devnen
    When
    3mo ago
    Lines
    +121 -10
    Risk
    75%Elevated
  • 4e81c343docs: update npm package license to AGPL-3.0
    Author
    Valerio
    When
    3mo ago
    Lines
    +142 -23
    Risk
    75%Elevated
  • ea9c783bfix: v0.1.1 — MCP identity, timeouts, exit codes, URL validation
    Author
    Valerio
    When
    4mo ago
    Lines
    +194 -34
    Risk
    75%Elevated
  • a3aa4bcefix: support LLM provider compatibility options
    Author
    Valerio
    When
    2mo ago
    Lines
    +193 -16
    Risk
    72%Elevated
  • e10066f5fix(cloud): synthesize HTML from cloud response instead of requesting raw html
    Author
    Valerio
    When
    3mo ago
    Lines
    +131 -12
    Risk
    72%Elevated
  • 095ae5d4polish(fetch,mcp): robots parser + firefox client cache + Acquire ordering (P3) (#23)
    Author
    Valerio
    When
    3mo ago
    Lines
    +153 -20
    Risk
    72%Elevated
Showing 50 of 179 commits

How the score behaves here

Change risk →

Two views of the same model: where the cuts fall, and what commit shape lands you above them.

Score distribution

Every scored commit, binned on the raw 0 to 10 score rather than the percentile. Percentile ranks are uniform by construction, so that axis has no shape to draw. The dashed lines are the tercile cuts behind each row's priority pill.

017typical ↑elevated ↑0.05.010.0Change-risk score →
Below typical
Typical
Elevated

Size against diffusion

The 179 most recent commits, on their own recency sample rather than the feed above: that defaults to risk-sorted, so reusing it would plot only the top tercile and call it the spread. Big and scattered is what the model penalises. Click a dot to open it.

1101001,00010,000Lines changed (log) →0.05.1Diffusion →
Below typical61
Typical58
Elevated60

Commit history for 2233admin/webclaw

Repowise tracks change history across 108 files in 2233admin/webclaw. In the last 90 days 108 files were touched, 340 times in total, most often client.rs. Every commit is scored for change risk from its size, spread and the history of the files it touches.