Public record
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-29 00:55 UTC

Liu233w / ojhunt-lite

A lightweight async Python tool for querying Online Judge (OJ) statistics across multiple platforms. Track your accepted problems (AC) and total submissions from 29+ competitive programming platforms.

PythonBSD-2-Clause★ 5 stars⑂ 1 forksince Feb 2026View on GitHub ↗

Liu233w/ojhunt-lite holds a health index of 64 out of 100, placing it in the Moderate band. It scores highest on Vitality (83/100) and lowest on Community & Adoption (36/100). It was last updated today. A single contributor accounts for most of its recent work.

64
overall / 100
Moderate

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.

64
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe problems (abandoned, single-maintainer, no hygiene)
VitalityCommunity &AdoptionSustainability &GovernanceEngineeringQualitySecurityAI Readiness

Score profile

Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.

Ownership

Shumin LiuPersonal account
65 followers81 public repossince Dec 2015TNG Technology Consulting @TNG

This repository is owned by a personal account. A single-owner project carries more continuity risk than an organization-backed one.

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
PyPIojhunt2026.7.29.53273,6551210 days agoatcoderclicodeforcescompetitive-programmingonline-judge

Metrics by category

Vitality

Is the project alive — is code being written and are releases shipping?

83Good · 22% of overall
How it's scored
36/36Push recency — last push 0 days ago
15.2/36Commit cadence — 22/52 weeks with commits
18/18Commit volume — 394 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year394
human_commit_share0.51
days_since_last_push0
active_weeks_last_year22
How it's scored
27/27Ships releases — 100 releases published
36/36Release recency — latest release 0 days ago
27/27Release cadence — a release every ~0.5 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count100
latest_release_tagv2026.7.29.005327
releases_from_tagsno
days_since_latest_release0
mean_days_between_releases0.5

Community & Adoption

Does the project have users, downloads, attention, and a welcoming setup for contributors?

36At risk · 18% of overall
How it's scored
9.8/60Stars — 5 stars
0/25Forks — 1 forks
0/15Watchers — 0 watchers
Inputs used
forks1
stars5
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (BSD-2-Clause)
0/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
has_contributingno
has_issue_templateno
has_code_of_conductno
has_pull_request_templateno
How it's scored
47.5/80Monthly downloads — 3,655 downloads/month across pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagesojhunt
dependents
ecosystemspypi
total_downloads
monthly_downloads3,655
Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.

Sustainability & Governance

Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?

60Moderate · 24% of overall
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
0/22.5Commit distribution — top contributor authored 100% of commits
1.4/13.5Contributor breadth — 1 contributors
6/10OpenSSF Scorecard: Contributors — project has 2 contributing companies or organizations -- score normalized to 6
Inputs used
bus_factor1
contributors_sampled1
top_contributor_share1
How it's scored
44.4/46.8Issue resolution — 95% of issues closed
21.5/38.3PR acceptance — 134/238 decided PRs merged
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Inputs used
merged_prs134
open_issues1
closed_issues19
issue_closed_ratio0.95
closed_unmerged_prs104
How it's scored
10/30Ownership backing — personal (user) account
0/20Verified domain — not applicable to user accounts
13.1/25Owner reach — 65 followers of Liu233w
25/25Track record — 81 public repos, account ~10 yr old
Inputs used
followers65
owner_typeUser
is_verified
owner_loginLiu233w
public_repos81
account_age_days3,876
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.
How it's scored
25/25Published & resolvable — 1 package(s) on pypi
35/35Publish recency — latest publish 0 days ago
20/20Version history — 121 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesojhunt
ecosystemspypi
any_deprecatedno
min_days_since_publish0

Engineering Quality

Are baseline engineering and documentation practices in place?

77Good · 20% of overall
How it's scored
24/24CI workflows — 3 workflow(s)
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 16 out of 16 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configno
has_precommit_configno

Documentation

90Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://ojhunt.com
10/10Repository description
10/10Topics — 5 topics
0/10Wiki
Inputs used
topicsacm-icpc, codechef-api, codeforces-api, crawler, spoj-api
has_wikino
homepagehttps://ojhunt.com
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?

62Moderate · 16% of overall
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
2.2/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 16 out of 16 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
7.5/7.5Code-Review — all changesets reviewed
1.5/2.5Contributors — project has 2 contributing companies or organizations -- score normalized to 6
0/10Dangerous-Workflow — dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
5/5SAST — SAST tool is run on all commits
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
6/7.5Vulnerabilities — 2 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate5.2
How it's scored
35/35Direct dependencies free of known advisories — no direct dependency carries a known advisory
0/25Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
0/40No advisories left outstanding — no advisory carries a publication date
Inputs used
sourceosv
advisories3
affected_packages2
assessed_packages86
unassessed_packages0
affected_by_severityhigh 1, low 1
direct_affected_packages0
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 86 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.

AI Readiness

How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.

58Moderate · 0% of overall
How it's scored
45/45Agent instructions — CLAUDE.md
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 49 of 51 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.961
agent_instruction_filesCLAUDE.md
agent_instruction_max_bytes3,235
How it's scored
0/18One-command bootstrap
22/22Automated tests
0/11Lint / format config
0/11Static type checking
10/10Reproducible environment — lockfile
0/10Demonstrated agent practice — no agent-authored commits among the last 100
8/8Automated maintenance — 47 of the last 100 commits are automated dependency updates
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfilesuv.lock
has_dockerfileno
typed_languageno
bootstrap_files
has_devcontainerno
has_linter_configno
typecheck_configs
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0.47
How it's scored
0/45Type-checkable code — Python without a type-check config
54.3/55Manageable file sizes — 2/159 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes1,537,593
source_files_sampled159
oversized_source_files2

Key facts

5GitHub stars
1contributors
394commits, last 12 months
0days since last push
100releases
1bus factor
1open issues
PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • deps.dev does not index pypi:ojhunt@2026.7.29.5327; advisories assessed against the repository dependency graph instead

More detail

OpenSSF Scorecard 5.2 / 10
5.2aggregate

Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-07-29 00:55 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests16 out of 16 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
6Contributorsproject has 2 contributing companies or organizations -- score normalized to 6
0Dangerous-Workflowdangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
10SASTSAST tool is run on all commits
0Security-Policysecurity policy file not detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
8Vulnerabilities2 existing vulnerabilities detected
Direct dependencies 10
RegistryPackageVersion constraintManifest
PyPIaiohttp>=3.13.3pyproject.toml
PyPIfastapi>=0.129.0pyproject.toml
PyPIjinja2>=3.1.6pyproject.toml
PyPIfpdf2>=2.7pyproject.toml
PyPIpypdf>=4.0pyproject.toml
PyPIpython-dotenv>=1.2.1pyproject.toml
PyPIrich>=14.3.2pyproject.toml
PyPIselectolax>=0.4.6pyproject.toml
PyPIuvicorn>=0.40.0pyproject.toml
PyPImatplotlib>=3.10.8pyproject.toml
All dependencies 86

Full resolved dependency set from the GitHub dependency graph: 10 direct and 76 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
PyPIaiohttp3.14.1direct
PyPIfastapi0.136.3direct
PyPIfpdf22.8.7direct
PyPIjinja23.1.6direct
PyPImatplotlib3.11.1direct
PyPIpypdf6.14.2direct
PyPIpython-dotenv1.2.2direct
PyPIrich15.0.0direct
PyPIselectolax0.4.11direct
PyPIuvicorn0.51.0direct
PyPIaiohappyeyeballs2.6.1indirect
PyPIaiosignal1.4.0indirect
PyPIannotated-doc0.0.4indirect
PyPIannotated-types0.7.0indirect
PyPIanyio4.12.1indirect
PyPIattrs25.4.0indirect
PyPIcertifi2026.1.4indirect
PyPIcharset-normalizer3.4.6indirect
PyPIclick8.3.1indirect
PyPIcolorama0.4.6indirect
PyPIcontourpy1.3.3indirect
PyPIcycler0.12.1indirect
PyPIdefusedxml0.7.1indirect
PyPIdnspython2.8.0indirect
PyPIemail-validator2.3.0indirect
PyPIfastapi-cli0.0.21indirect
PyPIfastapi-cloud-cli0.12.0indirect
PyPIfastar0.11.0indirect
PyPIfonttools4.62.1indirect
PyPIfrozenlist1.8.0indirect
PyPIgreenlet3.3.2indirect
PyPIh110.16.0indirect
PyPIhatchling1.31.0indirect
PyPIhttpcore1.0.9indirect
PyPIhttptools0.8.0indirect
PyPIhttpx0.28.1indirect
PyPIidna3.15indirect
PyPIiniconfig2.3.0indirect
PyPIkiwisolver1.5.0indirect
PyPImarkdown-it-py3.0.0indirect
PyPImarkupsafe3.0.3indirect
PyPImdurl0.1.2indirect
PyPImultidict6.7.1indirect
PyPInumpy2.4.3indirect
PyPIojhunt0.1.0indirect
PyPIpackaging26.0indirect
PyPIpathspec1.0.4indirect
PyPIpillow12.3.0indirect
PyPIplaywright1.58.0indirect
PyPIpluggy1.6.0indirect
PyPIpropcache0.4.1indirect
PyPIpydantic2.12.5indirect
PyPIpydantic-core2.41.5indirect
PyPIpydantic-extra-types2.11.0indirect
PyPIpydantic-settings2.14.2indirect
PyPIpyee13.0.1indirect
PyPIpygments2.19.2indirect
PyPIpyparsing3.3.2indirect
PyPIpytest9.1.1indirect
PyPIpytest-asyncio1.4.0indirect
PyPIpytest-base-url2.1.0indirect
PyPIpytest-markdown-docs0.9.2indirect
PyPIpytest-playwright0.8.0indirect
PyPIpytest-timeout2.4.0indirect
PyPIpython-dateutil2.9.0.post0indirect
PyPIpython-multipart0.0.31indirect
PyPIpython-slugify8.0.4indirect
PyPIpyyaml6.0.3indirect
PyPIrequests2.33.0indirect
PyPIrich-toolkit0.19.4indirect
PyPIrignore0.7.6indirect
PyPIruff0.15.22indirect
PyPIsentry-sdk2.52.0indirect
PyPIshellingham1.5.4indirect
PyPIsix1.17.0indirect
PyPIstarlette1.3.1indirect
PyPItext-unidecode1.3indirect
PyPItrove-classifiers2026.1.14.14indirect
PyPItyper0.23.1indirect
PyPItyping-extensions4.15.0indirect
PyPItyping-inspection0.4.2indirect
PyPIurllib32.7.0indirect
PyPIuvloop0.22.1indirect
PyPIwatchfiles1.1.1indirect
PyPIwebsockets16.0indirect
PyPIyarl1.22.0indirect
Dependency advisories 2

This repository publishes no package the index resolves, so its own dependency graph was assessed — 86 packages, which also include development and test pins that never ship: 2 carry known advisories, of which 0 are direct.

PackageVersionRelationSeverityAdvisoriesFixed in
click8.3.1indirecthigh18.3.3
pygments2.19.2indirectlow22.20.0

An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.

Raw JSON report machine-readable
{
  "data": {
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        "Dockerfile": 595,
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      "pushed_at": "2026-07-29T00:53:42Z",
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      "owner_type": "User",
      "updated_at": "2026-07-29T00:50:37Z",
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      "created_at": "2015-12-17T08:37:37Z",
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          "oid": "7d51919f684180caea4d62ddf4f2302169c61ba6",
          "body": "…riable\n\nPinning `git -C` deadened every permission grant in this skill's own frontmatter.\nBash rules match on command prefix, so `git -C <root> status --short` does not\nbegin with `git status`, and the six `Bash(git …:*)` entries stopped matching the\nmoment the pin landed — every state-gathering co\n[…]\nn empty and `git -C \"\"` falls back to the drifted\ncwd, reinstating the bug the pin exists to prevent while looking defended against\nit. The resolved path is now substituted into each command directly.",
          "is_bot": false,
          "headline": "fix(skills): grant the -C form and stop routing the root through a va…",
          "author_name": "Shumin Liu",
          "author_login": "Liu233w",
          "committed_at": "2026-07-29T00:50:32Z",
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          "oid": "a9c99b2b12214c90725488ff9320a3ce55e0a5cb",
          "body": "ojhunt-update-env cited `!`-substitution as a reason to extend a skill rather\nthan add a command file — which is how the state block just removed from\nojhunt-commit got there to begin with. The routing skill is the first thing an\nagent reads before editing a skill, so leaving the recommendation stan\n[…]\nen `!` is immediately followed by\nthe opening backtick, so wrapping a long command onto the next line silently\ndisables it. That is precisely how ojhunt-commit's `git status` came to never\nrun at all.",
          "is_bot": false,
          "headline": "docs(skills): stop recommending load-time state embedding in update-env",
          "author_name": "Shumin Liu",
          "author_login": "Liu233w",
          "committed_at": "2026-07-28T17:01:02Z",
          "body_truncated": true,
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        {
          "oid": "41f2ee4576fb20004fb425429f157e93ab8cb5ab",
          "body": "The `-C` pin in ojhunt-commit's state-gathering step hardcoded this checkout's\nabsolute path. Beyond not being portable across clones, it defeats its own\npurpose: every git worktree is its own root, so a path pinned to the main\ncheckout would aim `git status`, `branch` and `log` at a different tree \n[…]\nPROJECT_DIR` would be more direct but is unset for the Bash tool.\n\nThe defect shipped to main in b96a0a9, which is tagged, so this corrects it\ngoing forward rather than by rewriting published history.",
          "is_bot": false,
          "headline": "fix(skills): resolve the repo root per invocation, not as a literal path",
          "author_name": "Shumin Liu",
          "author_login": "Liu233w",
          "committed_at": "2026-07-28T17:01:02Z",
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        {
          "oid": "b96a0a99f63955f0e006afceebf16d44103fc4b3",
          "body": "Both defects let the skill report success while doing nothing.\n\n`--fixup=reword:<sha>` never worked. `git rebase --autosquash` recognises\n`fixup!` and `amend!` subjects but not `reword!`, so the commit was created,\nignored by the rebase, and survived as a stray empty commit in the rewritten\nhistory \n[…]\n\nwrong repo reads as authoritative and the real changes stay unstaged.\n`git -C \"$(git rev-parse --show-toplevel)\"` is not a fix; it resolves against\nthe drifted cwd too, so the path has to be literal.",
          "is_bot": false,
          "headline": "fix(skills): repair two silently-failing instructions in ojhunt-commit",
          "author_name": "Shumin Liu",
          "author_login": "Liu233w",
          "committed_at": "2026-07-28T16:38:36Z",
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        {
          "oid": "c1c8ff42216adf2a4e1213c2830dbf6a863ca1b7",
          "body": "Reviewing #113 surfaced five problems that are real but each belong to their\nown change: a RuntimeError masked by `except Exception` in 20 crawlers, EOlymp's\ndead test_username, 14 crawlers with no description, /llms.txt not mentioning\nthe library surface, and login-type prose written out in four re\n[…]\nly in a\nconversation. Record them where the next contributor looks, with what is wrong,\nwhy it was left, and where to start — and point at the file from\ndocs/development.md, which every session loads.",
          "is_bot": false,
          "headline": "docs: start a backlog for follow-ups left out of scope",
          "author_name": "Shumin Liu",
          "author_login": "Liu233w",
          "committed_at": "2026-07-28T16:38:36Z",
          "body_truncated": true,
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        {
          "oid": "d9d8fdb318ab7e2e174b59b25222a9df9caf6ae7",
          "body": "Four crawlers returned \"submissions\": 0 because their judge publishes no\ntotal, and poj/nit could return 0 from a failed parse of one of the two\nnumbers they scrape. Both `ojhunt --json` and /api/merge reduce the field\nwith a plain sum, so those zeros made a submissions total that came out\nbelow the\n[…]\nion is known — the model\nkeeps reporting whatever the crawler said. EOlymp's description now\ndiscloses that its count is accepted submissions only, which shifts the\n/crawlers snapshots.\n\nSee ADR 0015.",
          "is_bot": false,
          "headline": "fix(crawlers): never report fewer submissions than solved",
          "author_name": "Shumin Liu",
          "author_login": "Liu233w",
          "committed_at": "2026-07-28T16:38:36Z",
          "body_truncated": true,
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        {
          "oid": "ed8003e6c8602d3a71544cf29528cb97d210e801",
          "body": "ADR 0012 puts OJHunt's identification at the session layer so judge maintainers\ncan see who is querying them and how to opt out. query_sync() predates that\ndecision and opened a bare aiohttp.ClientSession, which went unnoticed while it\nwas a convenience wrapper — but it is now the documented way int\n[…]\nat create_session().\n\nA copied crawler file still carries no OJHunt branding, by design, so the\ncopy-it-out instructions say to swap create_session() back out and to identify\nyour own project instead.",
          "is_bot": false,
          "headline": "fix(crawlers): identify library requests to the judges too",
          "author_name": "Shumin Liu",
          "author_login": "Liu233w",
          "committed_at": "2026-07-28T16:38:36Z",
          "body_truncated": true,
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        {
          "oid": "33ea32fedad4632e4336381fc13f3733de6b79a8",
          "body": "Three conventions came up while reviewing the #113 branch and had nowhere to\nlive, so the next session would have to rediscover them:\n\n- The README grew a 65-line library section before anyone noticed it had stopped\n  being a quick start. docs/dev/docs.md now says where detail belongs.\n- Comments we\n[…]\ncoping a fixup by stashing reverted an uncommitted edit. --fixup commits the\n  index; the skill now says so, and records how to split one file across two\n  fixups without the unavailable `git add -p`.",
          "is_bot": false,
          "headline": "docs(dev): record README scope, assert-over-comment style, fixup scoping",
          "author_name": "Shumin Liu",
          "author_login": "Liu233w",
          "committed_at": "2026-07-28T16:38:36Z",
          "body_truncated": true,
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        {
          "oid": "2d3358105bbd47e879ad68861f22cb90b4b3ee4a",
          "body": "Getting one result took two imports and a function call. Let the registry\nanswer directly — crawlers.codeforces.query_sync(\"tourist\") — and let\nquery_sync() accept a CrawlerInfo as well as a bare query function, so\nquery_sync(crawlers.codeforces, \"tourist\") works too.\n\nPassing crawlers.codeforces.qu\n[…]\nth, since a copied crawler's query answers with a\nplain dict and needs no ojhunt import at all; each crawler's generated help()\nnow shows both spellings, because a copier reads it through help(query).",
          "is_bot": false,
          "headline": "feat(crawlers): take a crawler in query_sync and add a shorthand",
          "author_name": "Shumin Liu",
          "author_login": "Liu233w",
          "committed_at": "2026-07-28T16:38:36Z",
          "body_truncated": true,
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        {
          "oid": "e2f7ee4f196b98397972bcbdecc94b4ffebb629b",
          "body": "…page\n\nhelp() answers questions for someone already at a Python prompt. Anyone\ndeciding whether to import ojhunt at all reads the repo first, so compile the\nsame text into docs/library.md: the library guide, the API, a table of all 33\ncrawlers with their login requirements and extra arguments, and o\n[…]\nders on GitHub,\nand `./doit.sh gen-docs` refreshes it.\n\nThe about page links it on GitHub next to the other reference docs, which also\nfixes the stale blob/master README link beside it.\n\nResolves #113",
          "is_bot": false,
          "headline": "feat(docs): compile the library reference and link it from the about …",
          "author_name": "Shumin Liu",
          "author_login": "Liu233w",
          "committed_at": "2026-07-28T16:38:36Z",
          "body_truncated": true,
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        {
          "oid": "534bd1e1fd23c97c9e022c60e0762ac3bef17d3e",
          "body": "Issue #113 asks that Python itself answer what a crawler queries, whether it\nneeds a login, and how to pass credentials. The natural slot for that — each\ncrawler module's docstring — is taken by the BSD license header, which has to\nstay so single crawler files remain copy-pasteable.\n\nThe facts are a\n[…]\nnow documents it for free. See ADR 0014.\n\nThe package docstring becomes the library's front page, so help(ojhunt.crawlers)\ncovers sync and async use, result shape, errors, login types and aggregators.",
          "is_bot": false,
          "headline": "feat(crawlers): generate help() documentation for every crawler",
          "author_name": "Shumin Liu",
          "author_login": "Liu233w",
          "committed_at": "2026-07-28T16:38:36Z",
          "body_truncated": true,
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          "oid": "664dc031dac3f1ed98214f864e64d6ed5ce4a0f5",
          "body": "README points library users at ojhunt.crawlers.<name>.query, so help() on one\nof those functions is the first thing they read. Five crawlers answered with\nnothing but a signature — cses worst of all, since it is login-required and\ntakes four credential-related arguments whose precedence was documented only\nin its cli_description.",
          "is_bot": false,
          "headline": "docs(crawlers): document the query functions that had no docstring",
          "author_name": "Shumin Liu",
          "author_login": "Liu233w",
          "committed_at": "2026-07-28T16:38:36Z",
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          "oid": "afa6f43dce0ed2d18d3a4eaaa7716d186b56ffc9",
          "body": "Crawler discovery was a `@cache`d `discover_crawlers()` function, so every\nconsumer opened with `crawlers = discover_crawlers()` — a call that recomputes\nnothing after the first one. Make the registry the module attribute\n`ojhunt.crawlers.crawlers` instead, so the library reads as the thing it is.\n\n\n[…]\norks at a prompt and tab-completes, while everything written\nagainst a plain dict keeps working. Consumers alias the import because they\nalready use `crawlers` for locals and parameters. See ADR 0013.",
          "is_bot": false,
          "headline": "refactor(crawlers): expose the registry as a lazily discovered attribute",
          "author_name": "Shumin Liu",
          "author_login": "Liu233w",
          "committed_at": "2026-07-28T16:38:36Z",
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          "body": "Bumps [hatchling](https://github.com/pypa/hatch) from 1.30.1 to 1.31.0.\n- [Release notes](https://github.com/pypa/hatch/releases)\n- [Commits](https://github.com/pypa/hatch/compare/hatchling-v1.30.1...hatchling-v1.31.0)\n\n---\nupdated-dependencies:\n- dependency-name: hatchling\n  dependency-version: 1.31.0\n  dependency-type: direct:development\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "build(deps-dev): bump hatchling from 1.30.1 to 1.31.0",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-26T16:14:59Z",
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          "body": "Bumps [selectolax](https://github.com/rushter/selectolax) from 0.4.10 to 0.4.11.\n- [Release notes](https://github.com/rushter/selectolax/releases)\n- [Changelog](https://github.com/rushter/selectolax/blob/master/CHANGES.md)\n- [Commits](https://github.com/rushter/selectolax/compare/v0.4.10...v0.4.11)\n\n[…]\nies:\n- dependency-name: selectolax\n  dependency-version: 0.4.11\n  dependency-type: direct:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "build(deps): bump selectolax from 0.4.10 to 0.4.11",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-26T16:12:41Z",
          "body_truncated": true,
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        {
          "oid": "731a7e10bb73d8ff82cf7c46cf158315d9ea6db0",
          "body": "Bumps [ruff](https://github.com/astral-sh/ruff) from 0.15.21 to 0.15.22.\n- [Release notes](https://github.com/astral-sh/ruff/releases)\n- [Changelog](https://github.com/astral-sh/ruff/blob/0.15.22/CHANGELOG.md)\n- [Commits](https://github.com/astral-sh/ruff/compare/0.15.21...0.15.22)\n\n---\nupdated-depe\n[…]\ndencies:\n- dependency-name: ruff\n  dependency-version: 0.15.22\n  dependency-type: direct:development\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "build(deps-dev): bump ruff from 0.15.21 to 0.15.22",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-26T16:12:05Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e5daf12c6281bbf57c7cff0599d5a51e667e2a71",
          "body": "Bumps [matplotlib](https://github.com/matplotlib/matplotlib) from 3.11.0 to 3.11.1.\n- [Release notes](https://github.com/matplotlib/matplotlib/releases)\n- [Commits](https://github.com/matplotlib/matplotlib/compare/v3.11.0...v3.11.1)\n\n---\nupdated-dependencies:\n- dependency-name: matplotlib\n  dependency-version: 3.11.1\n  dependency-type: direct:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "build(deps): bump matplotlib from 3.11.0 to 3.11.1",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-26T16:12:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3d01cc0cdf3e3551c51525fda9e11daab6261cdd",
          "body": "Bumps the all-actions group with 1 update: [astral-sh/setup-uv](https://github.com/astral-sh/setup-uv).\n\n\nUpdates `astral-sh/setup-uv` from 8.3.0 to 8.3.2\n- [Release notes](https://github.com/astral-sh/setup-uv/releases)\n- [Commits](https://github.com/astral-sh/setup-uv/compare/v8.3.0...v8.3.2)\n\n---\n[…]\n-uv\n  dependency-version: 8.3.2\n  dependency-type: direct:production\n  update-type: version-update:semver-patch\n  dependency-group: all-actions\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "build(deps): bump astral-sh/setup-uv in the all-actions group",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-26T16:11:46Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2709ffd8096023d01799e055823bd7c4fcfadc5b",
          "body": "Bumps [uvicorn](https://github.com/Kludex/uvicorn) from 0.50.0 to 0.51.0.\n- [Release notes](https://github.com/Kludex/uvicorn/releases)\n- [Changelog](https://github.com/Kludex/uvicorn/blob/main/docs/release-notes.md)\n- [Commits](https://github.com/Kludex/uvicorn/compare/0.50.0...0.51.0)\n\n---\nupdated\n[…]\nencies:\n- dependency-name: uvicorn\n  dependency-version: 0.51.0\n  dependency-type: direct:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "build(deps): bump uvicorn from 0.50.0 to 0.51.0",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-26T16:11:40Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9b96345fc32d459fb56f9622a1d077683f241cfc",
          "body": "Nothing in the codebase reveals where a 429 originates — the app emits\nnone, rate limiting lives in the production reverse proxy with a non-JSON\nbody. Record the convention so future fetch handlers guard on the status\ncode before parsing JSON, as executeQuery/calculateReport/downloadReport\nalready do.",
          "is_bot": false,
          "headline": "docs(web): note reverse-proxy 429 and client fetch handling",
          "author_name": "Shumin Liu",
          "author_login": "Liu233w",
          "committed_at": "2026-07-24T04:15:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ca837a3c55cbcfaf5e3c473ae5ca3ff6e41c3237",
          "body": "The reverse proxy returns HTTP 429 (Too Many Requests) when the PDF\ndownload is rate-limited, with a non-JSON body. downloadReport() assumed\na JSON {detail} error body, so a 429 surfaced a confusing JSON-parse\nerror instead of a clear message. Add the same status-code guard already\nused by executeQuery() and calculateReport().",
          "is_bot": false,
          "headline": "fix(web): show rate-limit message when PDF download is throttled",
          "author_name": "Shumin Liu",
          "author_login": "Liu233w",
          "committed_at": "2026-07-24T04:15:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "66b90c58d882ce95a633c4e52b9ab5cf5454fb76",
          "body": "Bumps the uv group with 1 update in the / directory: [pillow](https://github.com/python-pillow/Pillow).\n\n\nUpdates `pillow` from 12.2.0 to 12.3.0\n- [Release notes](https://github.com/python-pillow/Pillow/releases)\n- [Changelog](https://github.com/python-pillow/Pillow/blob/main/CHANGES.rst)\n- [Commits\n[…]\n...12.3.0)\n\n---\nupdated-dependencies:\n- dependency-name: pillow\n  dependency-version: 12.3.0\n  dependency-type: indirect\n  dependency-group: uv\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "build(deps): bump pillow in the uv group across 1 directory",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-21T16:20:31Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "37fffbd079a1ae70893ee487ed245a2a0e0b879d",
          "body": "Bumps the all-actions group with 6 updates:\n\n| Package | From | To |\n| --- | --- | --- |\n| [docker/setup-qemu-action](https://github.com/docker/setup-qemu-action) | `4.1.0` | `4.2.0` |\n| [docker/setup-buildx-action](https://github.com/docker/setup-buildx-action) | `4.1.0` | `4.2.0` |\n| [docker/login\n[…]\nase\n  dependency-version: 3.0.1\n  dependency-type: direct:production\n  update-type: version-update:semver-patch\n  dependency-group: all-actions\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "build(deps): bump the all-actions group with 6 updates",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-19T16:11:54Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "aa68056b2c1da3a142958dd18dc57d7c789205c9",
          "body": "Bumps [ruff](https://github.com/astral-sh/ruff) from 0.15.20 to 0.15.21.\n- [Release notes](https://github.com/astral-sh/ruff/releases)\n- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/astral-sh/ruff/compare/0.15.20...0.15.21)\n\n---\nupdated-dependencies:\n- dependency-name: ruff\n  dependency-version: 0.15.21\n  dependency-type: direct:development\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "build(deps-dev): bump ruff from 0.15.20 to 0.15.21",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-19T16:11:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a4e666f1a8bd9baec240c3f459ab017ef039f39e",
          "body": "Bumps [uvicorn](https://github.com/Kludex/uvicorn) from 0.49.0 to 0.50.0.\n- [Release notes](https://github.com/Kludex/uvicorn/releases)\n- [Changelog](https://github.com/Kludex/uvicorn/blob/main/docs/release-notes.md)\n- [Commits](https://github.com/Kludex/uvicorn/compare/0.49.0...0.50.0)\n\n---\nupdated\n[…]\nencies:\n- dependency-name: uvicorn\n  dependency-version: 0.50.0\n  dependency-type: direct:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "build(deps): bump uvicorn from 0.49.0 to 0.50.0",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-19T16:11:34Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a91caf8c46b02bf608360cdc9cd354b398b7cfc1",
          "body": "VNOJ (DMOJ) disabled both its API v2 and the per-user /user/<name>/solved/\nlist page. _fetch_solved_list silently caught the resulting 404 and\nreturned [], so `solved` = len([]) = 0 for every user. This went\nunnoticed because the availability checker only verifies the query\nsucceeds, not that the co\n[…]\nunavailable (None) — the\nlistless-crawler pattern per ADR 0008. Drop the dead _fetch_solved_list\nhelper and make _extract_solved_count raise on a genuine parse failure\ninstead of silently returning 0.",
          "is_bot": false,
          "headline": "fix(vnoj): derive solved count from profile page",
          "author_name": "Shumin Liu",
          "author_login": "Liu233w",
          "committed_at": "2026-07-16T15:08:30Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ff4dffbda6d38f16c8ea1b17479f9921ad2a8dd2",
          "body": "ADR 0012 plus a reference note in docs/dev/crawlers.md: all web/CLI\nrequests go through create_session(), which adds an OJHunt User-Agent and\nan always-on X-OJHunt header; identity lives at the session layer, and a\ncrawler may override User-Agent to dodge blocking while X-OJHunt still\nflows.",
          "is_bot": false,
          "headline": "docs(adr): record outbound-request identification decision",
          "author_name": "Shumin Liu",
          "author_login": "Liu233w",
          "committed_at": "2026-07-16T15:08:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9c78ab524454aea946e4bdb0e88e21e276f04801",
          "body": "Build the crawler-test session fixtures via create_session(trust_env=True)\nso the network sweep exercises the exact production headers and surfaces\nany site that blocks the new User-Agent.",
          "is_bot": false,
          "headline": "test: run crawler suite through identification headers",
          "author_name": "Shumin Liu",
          "author_login": "Liu233w",
          "committed_at": "2026-07-16T15:08:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e0a713093d7210d46b16b96104e0ce115aa82e4b",
          "body": "Route the web and CLI aiohttp sessions through a shared create_session()\nfactory (src/ojhunt/core/session.py) that seeds every request with an\nOJHunt User-Agent and an X-OJHunt header linking to ojhunt.com with a\ncontact address. This gives queried OJ maintainers a way to see who is\nquerying them an\n[…]\nohttp's per-request header merge keeps it even when a\ncrawler overrides User-Agent with a browser string to dodge bot-blocking\n(poj, vjudge). The library query_sync wrapper is intentionally left bare.",
          "is_bot": false,
          "headline": "feat: identify outbound crawler requests to online judges",
          "author_name": "Shumin Liu",
          "author_login": "Liu233w",
          "committed_at": "2026-07-16T15:08:30Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "fa68b83599bfcc2982b78b635caa3858475614b4",
          "body": "ADR 0011 documents why the POJ crawler keeps the 403-prone /userstatus\npage as its primary path and falls back to walking the public /status\nlog, plus the no-page-cap and empty-log-means-missing-user trade-offs.",
          "is_bot": false,
          "headline": "docs(adr): record POJ /status log fallback decision",
          "author_name": "Shumin Liu",
          "author_login": "Liu233w",
          "committed_at": "2026-07-16T11:10:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a1d90cc9001fc06c8234c0d61fa06e3f53af3374",
          "body": "POJ disabled the per-user /userstatus summary page at the nginx layer\n(bare 403) for out-of-network requests, breaking the crawler. Whether the\nblock is geo- or route-based is unclear, and self-hosters on a network POJ\nstill serves may get /userstatus fine, so keep it as the primary path and\nonly fa\n[…]\ntreated as \"user does not exist\".\n\nSwitch test_username to the low-volume user leoloveacm (24 solved, 90\nsubmissions, one page) so tests and health checks stay fast without a\nproduction-only page cap.",
          "is_bot": false,
          "headline": "fix(poj): fall back to /status log when /userstatus is blocked",
          "author_name": "Shumin Liu",
          "author_login": "Liu233w",
          "committed_at": "2026-07-16T11:10:06Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "edaca804e51be952ea74dfcec2b5e7116d8e0d50",
          "body": "Toph dropped the '-socle' modifier from the profile stats container,\nso 'div.panel__head.-socle div.numbers' no longer matched and every\nvalid-user query failed with 'The user does not exist' / parse errors.\nDrop the stale modifier; the div.value index mapping (1=solved,\n2=submissions) and 404 not-found handling are unchanged.",
          "is_bot": false,
          "headline": "fix(toph): update stats selector after markup change",
          "author_name": "Shumin Liu",
          "author_login": "Liu233w",
          "committed_at": "2026-07-16T11:10:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5a86d0a597f9a2073a6b1cd9dba0253b77853544",
          "body": "Bumps [pypdf](https://github.com/py-pdf/pypdf) from 6.13.3 to 6.14.2.\n- [Release notes](https://github.com/py-pdf/pypdf/releases)\n- [Changelog](https://github.com/py-pdf/pypdf/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/py-pdf/pypdf/compare/6.13.3...6.14.2)\n\n---\nupdated-dependencies:\n- dependency-name: pypdf\n  dependency-version: 6.14.2\n  dependency-type: direct:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "build(deps): bump pypdf from 6.13.3 to 6.14.2",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-12T16:11:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3be75bb02105094951e12f4d2834d7ed1c18a959",
          "body": "full-check's own stdout is just a one-line PASSED/FAILED summary and each of\nits steps already logs to .doit/<step>.log, so piping it through | tail is\nboth unnecessary and against the existing read-the-log convention. Make that\nexplicit so the rule isn't read as applying only to lint/test-* tasks.",
          "is_bot": false,
          "headline": "docs: extend read-the-log rule to full-check in CLAUDE.md",
          "author_name": "Shumin Liu",
          "author_login": "Liu233w",
          "committed_at": "2026-07-10T15:10:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "659d6ba25f208ab523a80107da4bb5146b64775f",
          "body": "Agents discovering crawlers via /api/crawlers (step 1 of the llms.txt\nworkflow) had no way to see which crawlers are currently reachable — status\nlived only in the HTML /crawlers page and, briefly, a /crawlers.md text view.\nFold it into the JSON API instead: add additive 'status' (online/offline/\nwa\n[…]\nsting\nbackground checker via get_all_status(). This is the canonical structured\nhome for availability, so agents get it in the call they already make and\nparse typed fields rather than scraping prose.",
          "is_bot": false,
          "headline": "feat(api): include live availability status in /api/crawlers",
          "author_name": "Shumin Liu",
          "author_login": "Liu233w",
          "committed_at": "2026-07-10T15:10:26Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "00405fb64ea248f0796f10e025e1941890e21bb6",
          "body": "Captures the end-to-end feature loop (plan in plan mode → approval →\nimplement → ./doit.sh full-check → commit via ojhunt-commit → fixups) that\nwas previously re-derived each session. Follows the workflows-only skill\nconvention — reference facts stay in docs/dev/, indexed by the routing table.\nRegisters it in the CLAUDE.md skill list and the ojhunt-update-env skill\ninventory (the single source of truth for which skills exist).",
          "is_bot": false,
          "headline": "docs: add ojhunt-implement workflow skill",
          "author_name": "Shumin Liu",
          "author_login": "Liu233w",
          "committed_at": "2026-07-10T15:10:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "29e459a614ae95f1f76489938363ea0f1fcc943a",
          "body": "The test tasks were only runnable individually, and e2e/visual auto-start a\nserver but never tear it down — so there was no single \"is everything green\"\ncommand to run before committing. full-check starts the server once, runs\nlint + unit + e2e + visual to completion (collecting every failure rather than\naborting on the first), then stops the server, but only if it started one\nitself so a dev server left running with `./doit.sh start` survives.",
          "is_bot": false,
          "headline": "feat: add ./doit.sh full-check pre-commit gate",
          "author_name": "Shumin Liu",
          "author_login": "Liu233w",
          "committed_at": "2026-07-10T15:10:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "32d3ee6b408b4481eac88e9155f6089ae2a275fb",
          "body": "Make the routing table reliably present instead of hoping a skill\ntriggers. CLAUDE.md now @-imports docs/development.md, so the\n\"working on X -> read docs/dev/X.md\" map is in context every session\n(CLAUDE.md is the only always-loaded channel).\n\nRewrite ojhunt-update-env's routing map for the new layout, and\nrepoint the ban-commands.sh hook message from the deleted ojhunt-web\nskill to docs/dev/web.md.",
          "is_bot": false,
          "headline": "docs: always-load the dev routing table via CLAUDE.md @-import",
          "author_name": "Shumin Liu",
          "author_login": "Liu233w",
          "committed_at": "2026-07-10T15:10:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d0f0ec5526a1d75bd926b3e7f68eceb95cf580e8",
          "body": "Skills under-trigger, so conventions the agent needs while working\nwere frequently absent. Separate the two kinds of knowledge and give\neach the right channel:\n- workflows (a procedure run on demand) stay skills\n- conventions/reference move to docs/dev/*.md (added previously)\n\nDelete the six convent\n[…]\ncrawlers.md (resolving the crawler-template\nduplication that had drifted between the two sources); and rewrite\ndocs/development.md as a lean index — setup, a task->doc routing\ntable, and the ADR list.",
          "is_bot": false,
          "headline": "docs: keep only workflows as skills, route conventions to docs/dev",
          "author_name": "Shumin Liu",
          "author_login": "Liu233w",
          "committed_at": "2026-07-10T15:10:26Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "553b059526e388d52733481e5cb72a12729a88a2",
          "body": "Introduce docs/dev/ as the home for internal development conventions\nand reference — crawler metadata/templates, Python style, testing,\ne2e, web layer, hooks, and deployment.\n\nThese previously lived in lazily-triggered skills that the agent often\nfailed to load. As plain docs they can be indexed and pulled in\ndeterministically; the routing that makes them discoverable is wired\nup in a later commit.",
          "is_bot": false,
          "headline": "docs: add docs/dev/ reference for development conventions",
          "author_name": "Shumin Liu",
          "author_login": "Liu233w",
          "committed_at": "2026-07-10T15:10:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2149674b41140552d1d5b07dd0cf41b90a88f7c1",
          "body": "The pdf-legacy-desktop.png snapshot no longer matched the rendered\npage (height drifted 972 -> 1145px), failing test-visual on a clean\ntree independently of any code change. Regenerate the baseline so\nthe visual suite passes.",
          "is_bot": false,
          "headline": "Refresh stale pdf-legacy visual baseline",
          "author_name": "Shumin Liu",
          "author_login": "Liu233w",
          "committed_at": "2026-07-10T08:12:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "250fcdcc8f6dc9ddcd0f4a3d976ee65aec956c83",
          "body": "The /redoc view is the preferred, more readable API reference for\nend users. Switch the nav link (and its active-state matcher) from\n/docs to /redoc; both routes remain registered in web/app.py.",
          "is_bot": false,
          "headline": "Point api-docs nav link to ReDoc instead of Swagger UI",
          "author_name": "Shumin Liu",
          "author_login": "Liu233w",
          "committed_at": "2026-07-10T08:12:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "923cf47988c1ff5e3d8e56efc8f90f0871802a3f",
          "body": null,
          "is_bot": false,
          "headline": "Update config",
          "author_name": "Shumin Liu",
          "author_login": "Liu233w",
          "committed_at": "2026-07-10T03:50:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "edb54ac304167e093c803e9accf5ac6693fd52bb",
          "body": "Bumps the uv group with 3 updates in the / directory: [pydantic-settings](https://github.com/pydantic/pydantic-settings), [python-multipart](https://github.com/Kludex/python-multipart) and [starlette](https://github.com/Kludex/starlette).\n\n\nUpdates `pydantic-settings` from 2.12.0 to 2.14.2\n- [Releas\n[…]\npe: indirect\n  dependency-group: uv\n- dependency-name: starlette\n  dependency-version: 1.3.1\n  dependency-type: indirect\n  dependency-group: uv\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "build(deps): bump the uv group across 1 directory with 3 updates",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-05T16:20:04Z",
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          "is_coding_agent": false
        },
        {
          "oid": "5a489bc0e9e78639449bd04e40826b1624d757a1",
          "body": "Bumps the all-actions group with 3 updates: [actions/checkout](https://github.com/actions/checkout), [docker/setup-qemu-action](https://github.com/docker/setup-qemu-action) and [docker/setup-buildx-action](https://github.com/docker/setup-buildx-action).\n\n\nUpdates `actions/checkout` from 6.0.3 to 7.0\n[…]\nion\n  dependency-version: 4.1.0\n  dependency-type: direct:production\n  update-type: version-update:semver-minor\n  dependency-group: all-actions\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "build(deps): bump the all-actions group with 3 updates",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-05T16:11:31Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "dc58e9151b031ac36e486f97acc17e31bfac62d5",
          "body": "Bumps [pytest](https://github.com/pytest-dev/pytest) from 9.1.0 to 9.1.1.\n- [Release notes](https://github.com/pytest-dev/pytest/releases)\n- [Changelog](https://github.com/pytest-dev/pytest/blob/main/CHANGELOG.rst)\n- [Commits](https://github.com/pytest-dev/pytest/compare/9.1.0...9.1.1)\n\n---\nupdated-\n[…]\ndencies:\n- dependency-name: pytest\n  dependency-version: 9.1.1\n  dependency-type: direct:development\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "build(deps-dev): bump pytest from 9.1.0 to 9.1.1",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-05T16:11:26Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "eb11e9112bd9532ae8c339ffbf79c7d311135733",
          "body": "Bumps [ruff](https://github.com/astral-sh/ruff) from 0.15.18 to 0.15.20.\n- [Release notes](https://github.com/astral-sh/ruff/releases)\n- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/astral-sh/ruff/compare/0.15.18...0.15.20)\n\n---\nupdated-dependencies:\n- dependency-name: ruff\n  dependency-version: 0.15.20\n  dependency-type: direct:development\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "build(deps-dev): bump ruff from 0.15.18 to 0.15.20",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-05T16:11:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fbc308e0e527216f066cf46da24b877684993949",
          "body": "Bumps [pypdf](https://github.com/py-pdf/pypdf) from 6.13.2 to 6.13.3.\n- [Release notes](https://github.com/py-pdf/pypdf/releases)\n- [Changelog](https://github.com/py-pdf/pypdf/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/py-pdf/pypdf/compare/6.13.2...6.13.3)\n\n---\nupdated-dependencies:\n- dependency-name: pypdf\n  dependency-version: 6.13.3\n  dependency-type: direct:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "build(deps): bump pypdf from 6.13.2 to 6.13.3",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-05T16:11:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e3c8477edc5c06d046a0cb6c6c506aca63eb1cbb",
          "body": "Bumps [pytest](https://github.com/pytest-dev/pytest) from 9.0.3 to 9.1.0.\n- [Release notes](https://github.com/pytest-dev/pytest/releases)\n- [Changelog](https://github.com/pytest-dev/pytest/blob/main/CHANGELOG.rst)\n- [Commits](https://github.com/pytest-dev/pytest/compare/9.0.3...9.1.0)\n\n---\nupdated-\n[…]\ndencies:\n- dependency-name: pytest\n  dependency-version: 9.1.0\n  dependency-type: direct:development\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "build(deps-dev): bump pytest from 9.0.3 to 9.1.0",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-28T16:11:37Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a08208eb66c8c7588e80e1634d6fbd0c4eaec700",
          "body": "Bumps [pypdf](https://github.com/py-pdf/pypdf) from 6.12.2 to 6.13.2.\n- [Release notes](https://github.com/py-pdf/pypdf/releases)\n- [Changelog](https://github.com/py-pdf/pypdf/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/py-pdf/pypdf/compare/6.12.2...6.13.2)\n\n---\nupdated-dependencies:\n- dependency-name: pypdf\n  dependency-version: 6.13.2\n  dependency-type: direct:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "build(deps): bump pypdf from 6.12.2 to 6.13.2",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-28T16:11:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "92da5414821096fc9b10c5521c806fc9bc0b7b87",
          "body": "Bumps [ruff](https://github.com/astral-sh/ruff) from 0.15.16 to 0.15.18.\n- [Release notes](https://github.com/astral-sh/ruff/releases)\n- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/astral-sh/ruff/compare/0.15.16...0.15.18)\n\n---\nupdated-dependencies:\n- dependency-name: ruff\n  dependency-version: 0.15.18\n  dependency-type: direct:development\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "build(deps-dev): bump ruff from 0.15.16 to 0.15.18",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-28T16:11:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7d677633aa87ad45690d676d5bb8ad70e1c67b48",
          "body": "Bumps [matplotlib](https://github.com/matplotlib/matplotlib) from 3.10.9 to 3.11.0.\n- [Release notes](https://github.com/matplotlib/matplotlib/releases)\n- [Commits](https://github.com/matplotlib/matplotlib/compare/v3.10.9...v3.11.0)\n\n---\nupdated-dependencies:\n- dependency-name: matplotlib\n  dependency-version: 3.11.0\n  dependency-type: direct:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "build(deps): bump matplotlib from 3.10.9 to 3.11.0",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-28T16:10:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8ccfac661a7976e845a562586409084919588a80",
          "body": "FastAPI's default /docs and /redoc load their JS/CSS from cdn.jsdelivr.net\n(and a favicon from fastapi.tiangolo.com). The tight CSP from ADR 0010 only\nallows same-origin scripts/styles, so the browser blocked every asset and both\npages rendered blank — /docs was effectively down.\n\nVendor the Swagger\n[…]\n-src.\n\nGuarded by new unit assertions in tests/web/pages_test.py and Playwright tests\nin tests/e2e/test_docs_page.py (the latter catch a re-vendor that drops the\nlogo patch via the CSP console error).",
          "is_bot": false,
          "headline": "fix(web): self-host Swagger UI / ReDoc so /docs and /redoc render",
          "author_name": "Shumin Liu",
          "author_login": "Liu233w",
          "committed_at": "2026-06-26T00:55:05Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d682cd743613a82e8f17919e4a2904f89913870e",
          "body": "Bumps the uv group with 1 update in the / directory: [starlette](https://github.com/Kludex/starlette).\n\n\nUpdates `starlette` from 0.52.1 to 1.0.1\n- [Release notes](https://github.com/Kludex/starlette/releases)\n- [Changelog](https://github.com/Kludex/starlette/blob/main/docs/release-notes.md)\n- [Comm\n[…]\n..1.0.1)\n\n---\nupdated-dependencies:\n- dependency-name: starlette\n  dependency-version: 1.0.1\n  dependency-type: indirect\n  dependency-group: uv\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "build(deps): bump starlette in the uv group across 1 directory",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-23T15:36:18Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "609e6b023391e1cbd346f90e830277a14f433861",
          "body": "Bumps the all-actions group with 2 updates: [actions/checkout](https://github.com/actions/checkout) and [astral-sh/setup-uv](https://github.com/astral-sh/setup-uv).\n\n\nUpdates `actions/checkout` from 6.0.2 to 6.0.3\n- [Release notes](https://github.com/actions/checkout/releases)\n- [Changelog](https://\n[…]\n-uv\n  dependency-version: 8.2.0\n  dependency-type: direct:production\n  update-type: version-update:semver-minor\n  dependency-group: all-actions\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "build(deps): bump the all-actions group with 2 updates",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-21T16:12:21Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3c3bdf5512280ecba39aff14f1030b9607942099",
          "body": "Bumps [hatchling](https://github.com/pypa/hatch) from 1.29.0 to 1.30.1.\n- [Release notes](https://github.com/pypa/hatch/releases)\n- [Commits](https://github.com/pypa/hatch/compare/hatchling-v1.29.0...hatchling-v1.30.1)\n\n---\nupdated-dependencies:\n- dependency-name: hatchling\n  dependency-version: 1.30.1\n  dependency-type: direct:development\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "build(deps-dev): bump hatchling from 1.29.0 to 1.30.1",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-21T16:12:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "60436863579302471d8e2b27d38aef29321f0fde",
          "body": "Bumps [pytest-asyncio](https://github.com/pytest-dev/pytest-asyncio) from 1.3.0 to 1.4.0.\n- [Release notes](https://github.com/pytest-dev/pytest-asyncio/releases)\n- [Commits](https://github.com/pytest-dev/pytest-asyncio/compare/v1.3.0...v1.4.0)\n\n---\nupdated-dependencies:\n- dependency-name: pytest-asyncio\n  dependency-version: 1.4.0\n  dependency-type: direct:development\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "build(deps-dev): bump pytest-asyncio from 1.3.0 to 1.4.0",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-21T16:11:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "89c8f9ff4e1846d74fd8c00673eda47762f40f98",
          "body": "---\nupdated-dependencies:\n- dependency-name: aiohttp\n  dependency-version: 3.14.1\n  dependency-type: direct:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "build(deps): bump aiohttp from 3.14.0 to 3.14.1",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-21T16:11:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "304fa88a93f8c42505065818e98387301335cb96",
          "body": "Bumps [uvicorn](https://github.com/Kludex/uvicorn) from 0.48.0 to 0.49.0.\n- [Release notes](https://github.com/Kludex/uvicorn/releases)\n- [Changelog](https://github.com/Kludex/uvicorn/blob/main/docs/release-notes.md)\n- [Commits](https://github.com/Kludex/uvicorn/compare/0.48.0...0.49.0)\n\n---\nupdated\n[…]\nencies:\n- dependency-name: uvicorn\n  dependency-version: 0.49.0\n  dependency-type: direct:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "build(deps): bump uvicorn from 0.48.0 to 0.49.0",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-21T16:10:59Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "03dedea4389bb06a97d306f10ba468db8c50ba4c",
          "body": "Bumps [pypdf](https://github.com/py-pdf/pypdf) from 6.12.1 to 6.12.2.\n- [Release notes](https://github.com/py-pdf/pypdf/releases)\n- [Changelog](https://github.com/py-pdf/pypdf/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/py-pdf/pypdf/compare/6.12.1...6.12.2)\n\n---\nupdated-dependencies:\n- dependency-name: pypdf\n  dependency-version: 6.12.2\n  dependency-type: direct:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "build(deps): bump pypdf from 6.12.1 to 6.12.2",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-14T16:11:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "905fa9b8ce71cbd43156d56b7d2dfa188e5f2387",
          "body": "Bumps [ruff](https://github.com/astral-sh/ruff) from 0.15.15 to 0.15.16.\n- [Release notes](https://github.com/astral-sh/ruff/releases)\n- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/astral-sh/ruff/compare/0.15.15...0.15.16)\n\n---\nupdated-dependencies:\n- dependency-name: ruff\n  dependency-version: 0.15.16\n  dependency-type: direct:development\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "build(deps-dev): bump ruff from 0.15.15 to 0.15.16",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-14T16:11:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "154e3475ed921581a66ba106e10d6da788924daa",
          "body": "Bumps [uvicorn](https://github.com/Kludex/uvicorn) from 0.47.0 to 0.48.0.\n- [Release notes](https://github.com/Kludex/uvicorn/releases)\n- [Changelog](https://github.com/Kludex/uvicorn/blob/main/docs/release-notes.md)\n- [Commits](https://github.com/Kludex/uvicorn/compare/0.47.0...0.48.0)\n\n---\nupdated\n[…]\nencies:\n- dependency-name: uvicorn\n  dependency-version: 0.48.0\n  dependency-type: direct:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "build(deps): bump uvicorn from 0.47.0 to 0.48.0",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-14T16:11:30Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "8df875d822dfe5de528d4ad9d257eb0eeb8e6d71",
          "body": "Bumps [rich](https://github.com/Textualize/rich) from 14.3.4 to 15.0.0.\n- [Release notes](https://github.com/Textualize/rich/releases)\n- [Changelog](https://github.com/Textualize/rich/blob/master/CHANGELOG.md)\n- [Commits](https://github.com/Textualize/rich/compare/v14.3.4...v15.0.0)\n\n---\nupdated-dependencies:\n- dependency-name: rich\n  dependency-version: 15.0.0\n  dependency-type: direct:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "build(deps): bump rich from 14.3.4 to 15.0.0",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-14T16:11:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3abf71256ff375deda975596831e6e2db12748e4",
          "body": "The skill was not loaded before writing docs during the security-headers\nwork, leading to header values being inlined into web.md when they already\nlive in source. Rephrase the description imperatively (load BEFORE writing\nany documentation/ADR/skill) and surface the single-source-of-truth rule:\ndon't document what already lives in code or tests.",
          "is_bot": false,
          "headline": "docs: sharpen ojhunt-update-env skill trigger",
          "author_name": "Shumin Liu",
          "author_login": "Liu233w",
          "committed_at": "2026-06-09T06:20:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ac13e02c769b0e3c152c4a50da87446c6be9ce55",
          "body": "A security audit against the specification.website checklist found the live\nsite (behind Cloudflare) emitted none of the recommended security headers —\nCloudflare adds none by default. TLS, the HTTP->HTTPS redirect, DNSSEC, and\nsecurity.txt were already in place; the app sets no cookies.\n\nAdd Securi\n[…]\nAlpine's standard build. This is load-bearing — tightening it\nbreaks every Alpine-driven page. See ADR 0010 for the rejected alternatives\nand the infra follow-ups (CAA records, optional HSTS preload).",
          "is_bot": false,
          "headline": "feat(web): add security response headers",
          "author_name": "Shumin Liu",
          "author_login": "Liu233w",
          "committed_at": "2026-06-09T06:20:30Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "832d975d1274c8e18b6ec55f20c1271cb803c366",
          "body": "Bumps the all-actions group with 3 updates: [actions/checkout](https://github.com/actions/checkout), [docker/login-action](https://github.com/docker/login-action) and [docker/build-push-action](https://github.com/docker/build-push-action).\n\n\nUpdates `actions/checkout` from 6 to 6.0.2\n- [Release note\n[…]\nion\n  dependency-version: 7.2.0\n  dependency-type: direct:production\n  update-type: version-update:semver-minor\n  dependency-group: all-actions\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "build(deps): bump the all-actions group with 3 updates",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-07T16:12:42Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e44104207f9d11529c2d73008e50b9b8f198d25e",
          "body": "Bumps [selectolax](https://github.com/rushter/selectolax) from 0.4.9 to 0.4.10.\n- [Release notes](https://github.com/rushter/selectolax/releases)\n- [Changelog](https://github.com/rushter/selectolax/blob/master/CHANGES.md)\n- [Commits](https://github.com/rushter/selectolax/compare/v0.4.9...v0.4.10)\n\n-\n[…]\nies:\n- dependency-name: selectolax\n  dependency-version: 0.4.10\n  dependency-type: direct:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "build(deps): bump selectolax from 0.4.9 to 0.4.10",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-07T16:12:32Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "808e18690872469b4d2aafbf8cdc6f5e2397a99c",
          "body": "Bumps [pypdf](https://github.com/py-pdf/pypdf) from 6.11.0 to 6.12.1.\n- [Release notes](https://github.com/py-pdf/pypdf/releases)\n- [Changelog](https://github.com/py-pdf/pypdf/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/py-pdf/pypdf/compare/6.11.0...6.12.1)\n\n---\nupdated-dependencies:\n- dependency-name: pypdf\n  dependency-version: 6.12.1\n  dependency-type: direct:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "build(deps): bump pypdf from 6.11.0 to 6.12.1",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-07T16:11:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4f5dae5dca5ae79cf9250692a658e4aa6a4fc6fc",
          "body": "Bumps [ruff](https://github.com/astral-sh/ruff) from 0.15.14 to 0.15.15.\n- [Release notes](https://github.com/astral-sh/ruff/releases)\n- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/astral-sh/ruff/compare/0.15.14...0.15.15)\n\n---\nupdated-dependencies:\n- dependency-name: ruff\n  dependency-version: 0.15.15\n  dependency-type: direct:development\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "build(deps-dev): bump ruff from 0.15.14 to 0.15.15",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-07T16:11:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cccbbc67d32a9e56a92391f2e873aa70aa9461f2",
          "body": "Bumps [pytest-playwright](https://github.com/microsoft/playwright-pytest) from 0.7.2 to 0.8.0.\n- [Release notes](https://github.com/microsoft/playwright-pytest/releases)\n- [Commits](https://github.com/microsoft/playwright-pytest/compare/v0.7.2...v0.8.0)\n\n---\nupdated-dependencies:\n- dependency-name: pytest-playwright\n  dependency-version: 0.8.0\n  dependency-type: direct:development\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "build(deps-dev): bump pytest-playwright from 0.7.2 to 0.8.0",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-07T16:11:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5ca21e9448064bb2b82c801d7461a3058e30671b",
          "body": "---\nupdated-dependencies:\n- dependency-name: aiohttp\n  dependency-version: 3.14.0\n  dependency-type: direct:production\n  dependency-group: uv\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "build(deps): bump aiohttp in the uv group across 1 directory",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-04T00:06:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bd550566a6d578054e7548f9916ed919570e2838",
          "body": "The cookie banner is `position: fixed; bottom: 0`, so full-page\nscreenshots floated it over the middle of the page and corrupted every\nbaseline. Dismiss it via the OK button in `_snap()` before capturing,\nand add a dedicated viewport snapshot (`test_about_page_cookie_banner`)\nthat deliberately keeps\n[…]\nver state now render in their stable\nidle state — making the snapshots independent of mouse position. A few\nbaselines also absorb pre-existing UI drift (mobile pending layout,\npdf-legacy page height).",
          "is_bot": false,
          "headline": "test(e2e): dismiss cookie banner before visual snapshots",
          "author_name": "Shumin Liu",
          "author_login": "Liu233w",
          "committed_at": "2026-06-02T01:26:27Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "dc9685005bd0d52ffad177e61462190dddacd566",
          "body": "Cloudflare fronts the site and sets strictly-necessary cookies\n(__cf_bm, cf_clearance) that visitors cannot opt out of, so a real\naccept/reject consent flow would be misleading. Instead show a simple\ndisclosure notice fixed to the bottom of every page with a single OK\nbutton to dismiss it; the dismi\n[…]\ny on index). The banner is a\nnon-modal bar (no backdrop, no pointer capture) and does not block page\ninteraction.\n\nSnapshots are intentionally not regenerated here (handled separately).\n\nResolves #114",
          "is_bot": false,
          "headline": "feat: add cookie consent banner",
          "author_name": "Shumin Liu",
          "author_login": "Liu233w",
          "committed_at": "2026-06-02T01:26:27Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "654d71a9168cc7dc8ad67160675ac2c0e17fcf06",
          "body": "Running the dev server in several git worktrees at once collided on the\nfixed port 8080, and removing a worktree left its server orphaned with no\nPID file to stop it — these blocked parallel development.\n\nGive each git worktree an OS-assigned free port (the main checkout keeps\n8080 for stable docs/h\n[…]\nemove`, so reaping is opportunistic. The main checkout's root is resolved\nby parsing the worktree's .git pointer (not `git`, which fails with\n\"dubious ownership\" under a different user). See ADR 0009.",
          "is_bot": false,
          "headline": "build: per-worktree dev server port + orphan reaping in doit.sh",
          "author_name": "Shumin Liu",
          "author_login": "Liu233w",
          "committed_at": "2026-06-01T18:24:00Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "fdb4af822dfcb4172d06c27169963d40e66743c8",
          "body": "Accept the legitimate visual change from adding the PyPI link to the About\npage (the one real diff among the snapshot failures).",
          "is_bot": false,
          "headline": "test(visual): re-baseline about-desktop for PyPI link",
          "author_name": "Shumin Liu",
          "author_login": "Liu233w",
          "committed_at": "2026-06-01T17:47:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a775bb9e729a5f189cd0d6ee8be72bf0a370b7a9",
          "body": "Visual/Playwright runs write actual/expected/diff PNGs under test-results/;\ngitignore them and wipe the dir before each run so stale artifacts from a\nprior run can't be mistaken for the current one. Also forward pytest args\nthrough update-snapshots so a single baseline can be re-captured.",
          "is_bot": false,
          "headline": "chore: ignore generated test-results artifacts; clean before visual runs",
          "author_name": "Shumin Liu",
          "author_login": "Liu233w",
          "committed_at": "2026-06-01T17:47:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8d5e59598d34d5c46f1b0a5236ea7790de30e106",
          "body": "Exact byte comparison failed every snapshot on a 1-value channel jitter\nfrom anti-aliasing/font rounding across runs — noise indistinguishable from\nreal diffs. Compare per-pixel max channel difference against a tolerance and\nfail only when enough pixels exceed it, so only meaningful visual changes\nbreak the test.",
          "is_bot": false,
          "headline": "test(visual): tolerate sub-pixel rendering noise in snapshot comparison",
          "author_name": "Shumin Liu",
          "author_login": "Liu233w",
          "committed_at": "2026-06-01T17:47:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "571ad12e8be1cc541b2bdb7027bb98e14d1ed29e",
          "body": "The tracked .idea/ files (dataSources, vcs mapping, inspection profile\nmanager, pyproject toggle) are personal/machine-level IDE settings with no\nshared value, and nothing in the repo or docs depends on them. Untrack the\nwhole folder and enable the .idea/ ignore rule so each contributor keeps\ntheir own local IDE config without churning version control.",
          "is_bot": false,
          "headline": "chore: stop tracking .idea/ PyCharm config",
          "author_name": "Shumin Liu",
          "author_login": "Liu233w",
          "committed_at": "2026-06-01T17:17:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "120def5bcce6fb41c048b726adbdb391151a6ce8",
          "body": "The about page linked to API docs, the CLI doc, and the contribute doc,\nbut had no pointer to the published package. Add a PyPI row so visitors\ncan reach the package to install or inspect it.\n\nResolves #111",
          "is_bot": false,
          "headline": "feat(web): add PyPI link to about page development section",
          "author_name": "Shumin Liu",
          "author_login": "Liu233w",
          "committed_at": "2026-06-01T17:00:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d33ed479df46add71bf98e9208cf400e15e90382",
          "body": "Bumps [uvicorn](https://github.com/Kludex/uvicorn) from 0.46.0 to 0.47.0.\n- [Release notes](https://github.com/Kludex/uvicorn/releases)\n- [Changelog](https://github.com/Kludex/uvicorn/blob/main/docs/release-notes.md)\n- [Commits](https://github.com/Kludex/uvicorn/compare/0.46.0...0.47.0)\n\n---\nupdated\n[…]\nencies:\n- dependency-name: uvicorn\n  dependency-version: 0.47.0\n  dependency-type: direct:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "build(deps): bump uvicorn from 0.46.0 to 0.47.0",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-31T16:16:58Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2294766f6787189aa59dc9d71def8e86d12f96b6",
          "body": "Bumps [ruff](https://github.com/astral-sh/ruff) from 0.15.13 to 0.15.14.\n- [Release notes](https://github.com/astral-sh/ruff/releases)\n- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/astral-sh/ruff/compare/0.15.13...0.15.14)\n\n---\nupdated-dependencies:\n- dependency-name: ruff\n  dependency-version: 0.15.14\n  dependency-type: direct:development\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "build(deps-dev): bump ruff from 0.15.13 to 0.15.14",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-31T16:16:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8258e4136206015a63f32b7f16aba69e53134152",
          "body": null,
          "is_bot": true,
          "headline": "update .all-contributorsrc [skip ci]",
          "author_name": "allcontributors[bot]",
          "author_login": "allcontributors[bot]",
          "committed_at": "2026-05-24T21:11:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5aa39a9e16f0f076c24b1c42aee88093a3d58982",
          "body": null,
          "is_bot": true,
          "headline": "update README.md [skip ci]",
          "author_name": "allcontributors[bot]",
          "author_login": "allcontributors[bot]",
          "committed_at": "2026-05-24T21:11:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2ffd91d65b74462a2f165a018f7b622c69ac1b4b",
          "body": "Bumps [selectolax](https://github.com/rushter/selectolax) from 0.4.8 to 0.4.9.\n- [Release notes](https://github.com/rushter/selectolax/releases)\n- [Changelog](https://github.com/rushter/selectolax/blob/master/CHANGES.md)\n- [Commits](https://github.com/rushter/selectolax/compare/v0.4.8...v0.4.9)\n\n---\n[…]\ncies:\n- dependency-name: selectolax\n  dependency-version: 0.4.9\n  dependency-type: direct:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "build(deps): bump selectolax from 0.4.8 to 0.4.9",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-24T16:15:08Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2a58b529c7b0b167eb3e2cf81309766fbb805d45",
          "body": "Bumps the all-actions group with 2 updates: [docker/login-action](https://github.com/docker/login-action) and [docker/build-push-action](https://github.com/docker/build-push-action).\n\n\nUpdates `docker/login-action` from 4 to 4.1.0\n- [Release notes](https://github.com/docker/login-action/releases)\n- \n[…]\nion\n  dependency-version: 7.1.0\n  dependency-type: direct:production\n  update-type: version-update:semver-minor\n  dependency-group: all-actions\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "build(deps): bump the all-actions group with 2 updates",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-24T16:15:03Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5ae517e4109080ac3b0f18d624f840e270fde23a",
          "body": "Bumps [ruff](https://github.com/astral-sh/ruff) from 0.15.12 to 0.15.13.\n- [Release notes](https://github.com/astral-sh/ruff/releases)\n- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/astral-sh/ruff/compare/0.15.12...0.15.13)\n\n---\nupdated-dependencies:\n- dependency-name: ruff\n  dependency-version: 0.15.13\n  dependency-type: direct:development\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "build(deps-dev): bump ruff from 0.15.12 to 0.15.13",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-24T16:14:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6f0fa2cd728b5352eafea100617a081f5ab707e7",
          "body": "Bumps [pypdf](https://github.com/py-pdf/pypdf) from 6.10.2 to 6.11.0.\n- [Release notes](https://github.com/py-pdf/pypdf/releases)\n- [Changelog](https://github.com/py-pdf/pypdf/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/py-pdf/pypdf/compare/6.10.2...6.11.0)\n\n---\nupdated-dependencies:\n- dependency-name: pypdf\n  dependency-version: 6.11.0\n  dependency-type: direct:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "build(deps): bump pypdf from 6.10.2 to 6.11.0",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-24T16:13:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8569b65f7e68cf97f1a12b35cd47ed79158842b0",
          "body": "Listless crawlers (AtCoder, LeetCode, Luogu, etc. — `solved_list=None`)\nsilently rendered nothing on both surfaces:\n\n- Web: clicking the solved-count link opened an empty dialog with a\n  misleading \"0 problems\" header.\n- CLI: `--show-problems` skipped the crawler's line entirely, printing\n  only a b\n[…]\nlains the crawler only\nreports a count. The CLI prints \"(list not available — N solved)\" so\nthe user still sees the count and knows why there's no list. Empty-list\nbehavior is intentionally unchanged.",
          "is_bot": false,
          "headline": "fix(ui): explain listless crawlers instead of showing empty results",
          "author_name": "Shumin Liu",
          "author_login": "Liu233w",
          "committed_at": "2026-05-24T14:55:19Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d545ac37336b3b1a76b9badd2a2ccb679d6371ac",
          "body": "Add ADR 0008 explaining why dedup is at the problem/algorithm level,\nwhy aggregator + native-OJ counts collapse correctly, and why listless\ncrawlers add their raw count directly (over-count beats under-count).\n\nExpand the is_aggregator field description to explain how aggregators\nwork — they mirror \n[…]\n accounts.\n\nAlso add the import-ordering fix to the ojhunt-python skill: when\nimport and usage are far apart, change the usage first so the formatter\ndoesn't strip the new import before it's wired up.",
          "is_bot": false,
          "headline": "docs: document aggregator design and unique-solved dedup rationale",
          "author_name": "Shumin Liu",
          "author_login": "Liu233w",
          "committed_at": "2026-05-24T14:55:19Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0308e3b3bd638d018ed978e78279ffa412717f8f",
          "body": "Crawlers that return solved_list=None (luogu, atcoder, leetcode, etc.)\nwere silently dropped from the deduped unique-solved count. Add\nget_unique_solved() which sums len(collect_solved_problems()) for listed\ncrawlers and adds the raw solved count for listless ones directly.\n\nResolves #139",
          "is_bot": false,
          "headline": "fix(stats): include listless crawlers in unique solved total",
          "author_name": "Shumin Liu",
          "author_login": "Liu233w",
          "committed_at": "2026-05-24T14:55:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b447b72aac6f56193a996d2c61bb0061c2884baf",
          "body": null,
          "is_bot": false,
          "headline": "Add new .idea config file",
          "author_name": "Shumin Liu",
          "author_login": "Liu233w",
          "committed_at": "2026-05-24T14:55:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a84e7bf4c5bb90fd3de85e7076efb20955e9f3d2",
          "body": "Bumps the uv group with 1 update in the / directory: [idna](https://github.com/kjd/idna).\n\n\nUpdates `idna` from 3.11 to 3.15\n- [Release notes](https://github.com/kjd/idna/releases)\n- [Changelog](https://github.com/kjd/idna/blob/master/HISTORY.md)\n- [Commits](https://github.com/kjd/idna/compare/v3.11...v3.15)\n\n---\nupdated-dependencies:\n- dependency-name: idna\n  dependency-version: '3.15'\n  dependency-type: indirect\n  dependency-group: uv\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "build(deps): bump idna in the uv group across 1 directory",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-19T22:47:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f9752f9d3be2398184124d480268b3e3ddedcfca",
          "body": "Bumps [selectolax](https://github.com/rushter/selectolax) from 0.4.7 to 0.4.8.\n- [Release notes](https://github.com/rushter/selectolax/releases)\n- [Changelog](https://github.com/rushter/selectolax/blob/master/CHANGES.md)\n- [Commits](https://github.com/rushter/selectolax/compare/v0.4.7...v0.4.8)\n\n---\n[…]\ncies:\n- dependency-name: selectolax\n  dependency-version: 0.4.8\n  dependency-type: direct:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "build(deps): bump selectolax from 0.4.7 to 0.4.8",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-17T16:15:13Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4fe5fa143fcdc914c782afcfc67661955b68bdf8",
          "body": "Bumps the uv group with 1 update in the / directory: [urllib3](https://github.com/urllib3/urllib3).\n\n\nUpdates `urllib3` from 2.6.3 to 2.7.0\n- [Release notes](https://github.com/urllib3/urllib3/releases)\n- [Changelog](https://github.com/urllib3/urllib3/blob/main/CHANGES.rst)\n- [Commits](https://githu\n[…]\n3...2.7.0)\n\n---\nupdated-dependencies:\n- dependency-name: urllib3\n  dependency-version: 2.7.0\n  dependency-type: indirect\n  dependency-group: uv\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "build(deps): bump urllib3 in the uv group across 1 directory",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-11T19:41:05Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "bb9cd5b1fc0392d63183caba8dadac9bcb231426",
          "body": "Bumps [uvicorn](https://github.com/Kludex/uvicorn) from 0.44.0 to 0.46.0.\n- [Release notes](https://github.com/Kludex/uvicorn/releases)\n- [Changelog](https://github.com/Kludex/uvicorn/blob/main/docs/release-notes.md)\n- [Commits](https://github.com/Kludex/uvicorn/compare/0.44.0...0.46.0)\n\n---\nupdated\n[…]\nencies:\n- dependency-name: uvicorn\n  dependency-version: 0.46.0\n  dependency-type: direct:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "build(deps): bump uvicorn from 0.44.0 to 0.46.0",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-10T16:14:23Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
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        "direct_count": 10,
        "indirect_count": 76
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 0,
        "merged_prs": 134,
        "open_issues": 1,
        "closed_ratio": 0.95,
        "closed_issues": 19,
        "closed_unmerged_prs": 104
      },
      "bus_factor": 1,
      "bot_contributors": 3,
      "top_contributors": [
        {
          "type": "User",
          "login": "Liu233w",
          "commits": 317,
          "avatar_url": "https://avatars.githubusercontent.com/u/16333687?v=4"
        }
      ],
      "contributors_sampled": 1,
      "top_contributor_share": 1
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "container.yml",
        "release.yml",
        "validate.yml"
      ],
      "has_docs_dir": true,
      "linter_configs": [],
      "has_editorconfig": false,
      "has_linter_config": false,
      "has_precommit_config": false
    },
    "security_signals": {
      "lockfiles": [
        "uv.lock"
      ],
      "scorecard": {
        "checks": [
          {
            "name": "Binary-Artifacts",
            "score": 10,
            "reason": "no binaries found in the repo",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
          },
          {
            "name": "Branch-Protection",
            "score": 3,
            "reason": "branch protection is not maximal on development and all release branches",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": 10,
            "reason": "16 out of 16 merged PRs checked by a CI test -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
          },
          {
            "name": "CII-Best-Practices",
            "score": 0,
            "reason": "no effort to earn an OpenSSF best practices badge detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
          },
          {
            "name": "Code-Review",
            "score": 10,
            "reason": "all changesets reviewed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 6,
            "reason": "project has 2 contributing companies or organizations -- score normalized to 6",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
          },
          {
            "name": "Dangerous-Workflow",
            "score": 0,
            "reason": "dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 10,
            "reason": "update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
          {
            "name": "Fuzzing",
            "score": 0,
            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
          },
          {
            "name": "License",
            "score": 10,
            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
            "name": "Maintained",
            "score": 10,
            "reason": "30 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": 10,
            "reason": "packaging workflow detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": 0,
            "reason": "dependency not pinned by hash detected -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 10,
            "reason": "SAST tool is run on all commits",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
          {
            "name": "Security-Policy",
            "score": 0,
            "reason": "security policy file not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
            "score": 0,
            "reason": "Project has not signed or included provenance with any releases.",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
          },
          {
            "name": "Token-Permissions",
            "score": 0,
            "reason": "detected GitHub workflow tokens with excessive permissions",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 8,
            "reason": "2 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "7d51919f684180caea4d62ddf4f2302169c61ba6",
        "ran_at": "2026-07-29T00:55:01Z",
        "aggregate_score": 5.2,
        "scorecard_version": "v5.5.0"
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      "has_security_policy": false,
      "has_dependabot_config": true
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    "contribution_flow": {
      "collected": true,
      "ci_last_run_at": "2026-07-29T00:54:04Z",
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      "last_merged_pr_at": "2026-07-29T00:50:32Z",
      "ci_last_conclusion": "SUCCESS",
      "oldest_open_issues": [
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          "created_at": "2026-06-15T09:01:17Z",
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          "last_comment_author": null
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  },
  "config": {
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    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/Liu233w/ojhunt-lite",
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    "owner": "Liu233w"
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  "metrics": {
    "overall": {
      "key": "overall",
      "band": "moderate",
      "name": "Overall health",
      "note": null,
      "notes": [],
      "value": 64,
      "inputs": {
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        "vitality": 83,
        "community": 36,
        "governance": 60,
        "engineering": 77
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      "components": []
    },
    "categories": [
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        "key": "vitality",
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        "name": "Vitality",
        "value": 83,
        "weight": 0.22,
        "metrics": [
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            "key": "development_activity",
            "band": "good",
            "name": "Development activity",
            "note": null,
            "notes": [],
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            "inputs": {
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              "human_commit_share": 0.51,
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              "active_weeks_last_year": 22
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                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 0 days ago",
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                "status": "met",
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                      "days": 0
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                ],
                "max_points": 36
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              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "22/52 weeks with commits",
                "points": 15.2,
                "status": "partial",
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                      "weeks": 22
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                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "394 commits in the last year",
                "points": 18,
                "status": "met",
                "details": [
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                    "code": "commits_last_year",
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                      "count": 394
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                "max_points": 18
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              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "30 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10",
                "points": 10,
                "status": "met",
                "details": [],
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            ]
          },
          {
            "key": "release_discipline",
            "band": "excellent",
            "name": "Release discipline",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
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              "latest_release_tag": "v2026.7.29.005327",
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            "components": [
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                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "100 releases published",
                "points": 27,
                "status": "met",
                "details": [
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                    "code": "releases_published",
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                      "count": 100
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                "max_points": 27
              },
              {
                "key": "release_recency",
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                "detail": "latest release 0 days ago",
                "points": 36,
                "status": "met",
                "details": [
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                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~0.5 days",
                "points": 27,
                "status": "met",
                "details": [
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                    "code": "release_cadence",
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                "max_points": 27
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              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
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                "max_points": 10
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            ]
          },
          {
            "key": "abandonment",
            "band": "excellent",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "unverified",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
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                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "maintenance record not established from the collected data",
                "points": 100,
                "status": "met",
                "details": [
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                    "code": "abandonment_unverified",
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                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "at_risk",
        "name": "Community & Adoption",
        "value": 36,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "critical",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 10,
            "inputs": {
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              "stars": 5,
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              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
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            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "5 stars",
                "points": 9.8,
                "status": "partial",
                "details": [
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                    "code": "stars",
                    "params": {
                      "count": 5
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                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "1 forks",
                "points": 0,
                "status": "missed",
                "details": [
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                    "code": "forks",
                    "params": {
                      "count": 1
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "0 watchers",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 0
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                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "moderate",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "has_pull_request_template": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (BSD-2-Clause)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "BSD-2-Clause"
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                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "moderate",
            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "registry_dependents"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 59,
            "inputs": {
              "packages": [
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              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 3655
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "3,655 downloads/month across pypi",
                "points": 47.5,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 3655,
                      "ecosystems": "pypi"
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                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
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                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 60,
        "weight": 0.24,
        "metrics": [
          {
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            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 16,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 1,
              "top_contributor_share": 1
            },
            "components": [
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                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
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                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 100% of commits",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 100
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                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "1 contributors",
                "points": 1.4,
                "status": "partial",
                "details": [
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                    "code": "contributors_sampled",
                    "params": {
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                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 2 contributing companies or organizations -- score normalized to 6",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 81,
            "inputs": {
              "merged_prs": 134,
              "open_issues": 1,
              "closed_issues": 19,
              "issue_closed_ratio": 0.95,
              "closed_unmerged_prs": 104
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "95% of issues closed",
                "points": 44.4,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 95
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                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "134/238 decided PRs merged",
                "points": 21.5,
                "status": "partial",
                "details": [
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                    "code": "decided_prs_merged",
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                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "all changesets reviewed",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
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              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 60,
            "inputs": {
              "followers": 65,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "Liu233w",
              "public_repos": 81,
              "account_age_days": 3876
            },
            "components": [
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                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
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                    "code": "owner_personal",
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                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
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                "points": 0,
                "status": "excluded",
                "details": [
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                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "65 followers of Liu233w",
                "points": 13.1,
                "status": "partial",
                "details": [
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                    "code": "owner_followers",
                    "params": {
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                      "login": "Liu233w"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "81 public repos, account ~10 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
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                  },
                  {
                    "code": "account_age_years",
                    "params": {
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                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "ojhunt"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 0
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 0 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "121 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 121
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 77,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "moderate",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 68,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "3 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 3
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "16 out of 16 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "topics": [
                "acm-icpc",
                "codechef-api",
                "codeforces-api",
                "crawler",
                "spoj-api"
              ],
              "has_wiki": false,
              "homepage": "https://ojhunt.com",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://ojhunt.com",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "5 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 5
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 62,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": null,
            "notes": [],
            "value": 52,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 18,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 0,
              "scorecard_aggregate": 5.2
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "16 out of 16 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "all changesets reviewed",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 2 contributing companies or organizations -- score normalized to 6",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "dangerous workflow patterns detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is run on all commits",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "2 existing vulnerabilities detected",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 86 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories",
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 86
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 3,
              "affected_packages": 2,
              "assessed_packages": 86,
              "unassessed_packages": 0,
              "affected_by_severity": "high 1, low 1",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 86,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 2
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 58,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.961,
              "agent_instruction_files": [
                "CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 3235
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "CLAUDE.md"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "49 of 51 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 49,
                      "sampled": 51
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "at_risk",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "uv.lock"
              ],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0.47
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 100",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "47 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 47,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 54,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 1537593,
              "source_files_sampled": 159,
              "oversized_source_files": 2
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "2/159 source files over 60KB",
                "points": 54.3,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 159,
                      "oversized": 2
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "deps.dev does not index pypi:ojhunt@2026.7.29.5327; advisories assessed against the repository dependency graph instead"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-29T00:55:19.193384Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/l/Liu233w/ojhunt-lite.svg",
  "full_name": "Liu233w/ojhunt-lite",
  "license_state": "standard",
  "license_spdx": "BSD-2-Clause"
}

Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.27.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statisticsPyPI.