Public record
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-23 23:25 UTC

LLOneBot / LuckyLilliaBot

支持 OneBot 11、Satori 和 Milky 协议

TypeScriptGPL-2.0★ 3,486 stars⑂ 273 forkssince Oct 2023View on GitHub ↗

LLOneBot/LuckyLilliaBot holds a health index of 70 out of 100, placing it in the Good band. It scores highest on Vitality (96/100) and lowest on Security (42/100). It was last updated 1 day ago. A single contributor accounts for most of its recent work.

70
overall / 100
Good

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.

70
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

LLOneBotOrganization
101 followers12 public repossince Feb 2024

This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.

Metrics by category

Vitality

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

96Excellent · 22% of overall
How it's scored
36/36Push recency — last push 1 days ago
36/36Commit cadence — 52/52 weeks with commits
18/18Commit volume — 1,674 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 19 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year1,674
human_commit_share1
days_since_last_push1
active_weeks_last_year52
How it's scored
27/27Ships releases — 100 releases published
36/36Release recency — latest release 5 days ago
27/27Release cadence — a release every ~8.5 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count100
latest_release_tagv8.0.14
releases_from_tagsno
days_since_latest_release5
mean_days_between_releases8.5

Community & Adoption

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

68Moderate · 18% of overall
How it's scored
57.5/60Stars — 3,486 stars
20.3/25Forks — 273 forks
6/15Watchers — 13 watchers
Inputs used
forks273
stars3,486
watchers13
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (GPL-2.0)
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

Sustainability & Governance

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

58Moderate · 24% of overall
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
9.9/22.5Commit distribution — top contributor authored 56% of commits
13.5/13.5Contributor breadth — 35 contributors
10/10OpenSSF Scorecard: Contributors — project has 22 contributing companies or organizations
Inputs used
bus_factor1
contributors_sampled35
top_contributor_share0.559
How it's scored
43.9/46.8Issue resolution — 94% of issues closed
33.7/38.3PR acceptance — 194/220 decided PRs merged
0/15OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0
Inputs used
merged_prs194
open_issues35
closed_issues549
issue_closed_ratio0.94
closed_unmerged_prs26
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
14.4/25Owner reach — 101 followers of LLOneBot
12.9/25Track record — 12 public repos, account ~2 yr old
Inputs used
followers101
owner_typeOrganization
is_verified
owner_loginLLOneBot
public_repos12
account_age_days877

Engineering Quality

Are baseline engineering and documentation practices in place?

81Good · 20% of overall
How it's scored
24/24CI workflows — 4 workflow(s)
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
6.4/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — no data
Inputs used
has_ciyes
has_testsyes
has_editorconfigyes
has_linter_configno
has_precommit_configno
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.

Documentation

100Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://LuckyLillia.com
10/10Repository description
10/10Topics — 9 topics
10/10Wiki
Inputs used
topicsonebot, onebot11, llonebot, llob, qqbot, satori, qq, milky, llbot
has_wikiyes
homepagehttps://LuckyLillia.com
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

42At risk · 16% of overall
How it's scored
3/7.5Binary-Artifacts — binaries present in source code
0/7.5Branch-Protection — no data
0/2.5CI-Tests — no data
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/30 approved changesets -- score normalized to 0
2.5/2.5Contributors — project has 22 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 19 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 detected: CodeQL
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
0/7.5Vulnerabilities — 60 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate3.7
Excluded from scoring (no data or not applicable): branch_protection, ci_tests. Remaining weights renormalized.
How it's scored
14/35Direct dependencies free of known advisories — 1 affected: ws 8.16.0 (high 7.5)
0/25Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
33.7/40No advisories left outstanding — 1 advisory-carrying package(s) unaddressed past 90 days; oldest published 766 days ago
Inputs used
sourceosv
advisories33
affected_packages21
assessed_packages598
unassessed_packages21
affected_by_severityhigh 10, moderate 9, low 2
direct_affected_packages1
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 598 resolved dependencies against OSV. 21 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list. 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.

68Moderate · 0% of overall
How it's scored
45/45Agent instructions — CLAUDE.md
0/15Machine-readable docs (llms.txt)
38.9/40Legible commit history — 73 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.73
agent_instruction_filesCLAUDE.md
agent_instruction_max_bytes398
How it's scored
0/18One-command bootstrap
22/22Automated tests
0/11Lint / format config
11/11Static type checking — src/webui/FE/tsconfig.json, test/milky-api-test/tsconfig.json, test/onebot11-api-test/tsconfig.json, test/satori-api-test/tsconfig.json, test/test-framework/tsconfig.json, test/webqq-api-test/tsconfig.json, tsconfig.json
10/10Reproducible environment — Dockerfile, lockfile
0/10Demonstrated agent practice — no agent-authored commits among the last 100
0/8Automated maintenance — no automated dependency updates observed
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfilespnpm-lock.yaml, yarn.lock
has_dockerfileyes
typed_languageyes
bootstrap_files
has_devcontainerno
has_linter_configno
typecheck_configssrc/webui/FE/tsconfig.json, test/milky-api-test/tsconfig.json, test/onebot11-api-test/tsconfig.json, test/satori-api-test/tsconfig.json, test/test-framework/tsconfig.json, test/webqq-api-test/tsconfig.json, tsconfig.json
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0
How it's scored
45/45Type-checkable code — TypeScript (statically typed)
55/55Manageable file sizes — 0/633 source files over 60KB
Inputs used
primary_languageTypeScript
largest_source_bytes58,068
source_files_sampled633
oversized_source_files0

Key facts

3,486GitHub stars
35contributors
1,674commits, last 12 months
1days since last push
100releases
1bus factor
35open issues
npmpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • Could not fetch npm package 'lucky-lillia-bot' from its registry

More detail

Star and fork history 0 ★ / 273 ⇿
0Stars
273Forks
100Releases

When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.

05010015020025030027172023-122025-032026-07
Major 2Minor 26Patch 72

Each point covers 3 days.

OpenSSF Scorecard 3.7 / 10
3.7aggregate

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 · 2026-07-23 23:24 UTC

4Binary-Artifactsbinaries present in source code
n/aBranch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
n/aCI-Testsno pull request found
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/30 approved changesets -- score normalized to 0
10Contributorsproject has 22 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 19 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 detected: CodeQL
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
0Vulnerabilities60 existing vulnerabilities detected
Direct dependencies 25
RegistryPackageVersion constraintManifest
npm@cordisjs/plugin-database^4.1.1package.json
npm@cordisjs/plugin-database-sqlite^5.1.1package.json
npm@cordisjs/plugin-logger-console^1.0.0package.json
npm@cordisjs/plugin-timer^1.1.2package.json
npm@hono/node-server^2.0.10package.json
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npm@satorijs/element^3.2.0package.json
npm@satorijs/protocol^1.7.0package.json
npmcompare-versions^6.1.1package.json
npmcordis4.0.0-rc.7package.json
npmcosmokit^1.8.1package.json
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npmfile-type^22.0.1package.json
npmfluent-ffmpeg^2.1.3package.json
npmget-port^7.2.0package.json
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npmimage-size^2.0.2package.json
npmjson5^2.2.3package.json
npmnodemailer^9.0.3package.json
npmqrcode^1.5.4package.json
npmschemastery^3.18.0package.json
npmsift^17.1.3package.json
npmsilk-wasm^3.7.1package.json
npmws^8.21.1package.json
npmzod^4.4.3package.json
All dependencies 619

Full resolved dependency set from the GitHub dependency graph: 26 direct and 593 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
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Dependency advisories 21

This repository publishes no package the index resolves, so its own dependency graph was assessed — 598 packages, which also include development and test pins that never ship: 21 carry known advisories, of which 1 are direct. 21 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

PackageVersionRelationSeverityAdvisoriesFixed in
ws8.16.0directhigh38.21.0
@babel/plugin-transform-modules-systemjs7.23.0indirecthigh18.0.0-alpha.13
body-parser1.20.1indirecthigh22.3.0
braces3.0.2indirecthigh13.0.3
cross-spawn7.0.3indirecthigh17.0.5
path-to-regexp0.1.7indirecthigh38.0.0
picomatch2.3.1indirecthigh24.0.4
serialize-javascript6.0.1indirecthigh37.0.5
uuid9.0.1indirecthigh113.0.1
webpack5.89.0indirecthigh35.104.1
@babel/helpers7.23.2indirectmoderate18.0.0-alpha.17
@babel/runtime7.23.2indirectmoderate18.0.0-alpha.17
ajv6.12.6indirectmoderate18.18.0
ajv8.12.0indirectmoderate18.18.0
express4.18.2indirectmoderate25.0.0-beta.3
micromatch4.0.5indirectmoderate14.0.8
qs6.11.0indirectmoderate26.14.2
send0.18.0indirectmoderate10.19.0
serve-static1.15.0indirectmoderate12.1.0
@babel/core7.23.2indirectlow18.0.0-rc.6
cookie0.5.0indirectlow10.7.0

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
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          "body": "Change NTV2RichMedia.generateExt and convertIPv4 parameter types to NonNullable and update Media mixin call sites to use non-null assertions. Files modified: src/ntqqapi/helper/ntv2RichMedia.ts (make upload/subFileInfo and ipv4s non-nullable) and src/main/qqProtocol/mixins/media.ts (add ! to generateExt calls). This enforces stricter TypeScript typing and resolves potential undefined parameter/compile errors when generating rich-media ext data.",
          "is_bot": false,
          "headline": "refactor: tighten NTV2RichMedia types and call sites",
          "author_name": "idranme",
          "author_login": "idranme",
          "committed_at": "2026-07-14T12:26:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "90597c8b156c8d997c3de1e9f26a68d2034ac40f",
          "body": "Correct mapping of folder info fields in transformGroupFileList: use parentFolderId -> parent_folder_id, modifyTime -> last_modified_time, and createUin -> creator_id. Aligns code with proto field names to avoid undefined/mismatched values when transforming group file/folder data.",
          "is_bot": false,
          "headline": "fix(milky): fix field names in group file transform",
          "author_name": "idranme",
          "author_login": "idranme",
          "committed_at": "2026-07-14T12:24:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d02a72ce9dcc123857a63d7f54cc1de0a7bdeb87",
          "body": "Always remove files in deleteAfterSentFiles on every code path when sending a message. Added explicit deletions before throwing on ban/empty-message cases and wrapped the send flow in a try/finally so cleanup runs whether send succeeds or throws. Also kept the private-chat nt/message-sent emission before cleanup to preserve event ordering. This prevents leaked temp files and ensures consistent behavior on errors.",
          "is_bot": false,
          "headline": "fix: ensure temporary files are always cleaned after send",
          "author_name": "idranme",
          "author_login": "idranme",
          "committed_at": "2026-07-14T12:02:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ab9378488fbb637e9458bb43ddbdb7ad1c34b9bd",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'dev'",
          "author_name": "idranme",
          "author_login": "idranme",
          "committed_at": "2026-07-14T10:20:28Z",
          "body_truncated": false,
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        },
        {
          "oid": "70b007317666ab347ec5922efcc3265367a4c19c",
          "body": null,
          "is_bot": false,
          "headline": "chore: bump version to 8.0.11",
          "author_name": "idranme",
          "author_login": "idranme",
          "committed_at": "2026-07-14T10:19:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "46146a6944954c5f119ab2a1390d974e18693123",
          "body": "Add missing byte to attr6 buffer when building @all text elements. The buffer was one byte short and needed to be 13 bytes instead of 12.",
          "is_bot": false,
          "headline": "fix: fix attr6 buffer length for @all text elements",
          "author_name": "idranme",
          "author_login": "idranme",
          "committed_at": "2026-07-14T09:52:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "03e81cccb95839bbeae8109527618b535b920564",
          "body": "Update Oidb proto and OneBot mappings to expose modifier and usage metadata. Rename parentDirectoryId->parentFolderId, modifiedTime->modifyTime, creatorUin->createUin in src/ntqqapi/proto/oidb.ts and add modifyUin, modifyName, usedSpace. Adjust GetGroupRootFiles to map the new fields and include mod\n[…]\nr_name. Extend OB11GroupFileFolder type in src/onebot11/types.ts with modify_time, modifier, modifier_name. These changes align naming and surface modifier/space info from the proto to the OneBot API.",
          "is_bot": false,
          "headline": "feat(onebot): add modifier fields to group file folder types",
          "author_name": "idranme",
          "author_login": "idranme",
          "committed_at": "2026-07-14T05:15:03Z",
          "body_truncated": true,
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        },
        {
          "oid": "483ef381622ad5be56c3a280221ebfd86dac611d",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'dev'",
          "author_name": "idranme",
          "author_login": "idranme",
          "committed_at": "2026-07-13T18:08:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9f76af6c8ddd8ce5c86f440ad0b120e8eda37287",
          "body": null,
          "is_bot": false,
          "headline": "docs(changelog): update release notes",
          "author_name": "idranme",
          "author_login": "idranme",
          "committed_at": "2026-07-13T18:04:47Z",
          "body_truncated": false,
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        },
        {
          "oid": "766703b78f3e8d29c28ee5b9fcbed2cba72325cf",
          "body": null,
          "is_bot": false,
          "headline": "chore: bump version to 8.0.10",
          "author_name": "idranme",
          "author_login": "idranme",
          "committed_at": "2026-07-13T17:56:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5a25b85816d2e91ec57efb57d68e6b1ddc68feba",
          "body": "Bump fast-xml-parser to ^5.10.0, hono to ^4.12.30, and tsx to ^4.23.1. This includes updates to transitive dependencies of fast-xml-parser (is-unsafe, path-expression-matcher, and xml-naming).",
          "is_bot": false,
          "headline": "chore: update dependencies",
          "author_name": "idranme",
          "author_login": "idranme",
          "committed_at": "2026-07-13T17:55:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "130a02aa09347e0e5438f21135b356c5f5a3936a",
          "body": null,
          "is_bot": false,
          "headline": "docs(changelog): update release notes",
          "author_name": "idranme",
          "author_login": "idranme",
          "committed_at": "2026-07-13T17:51:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1f25245271e9df5cd978985dbc3556d12d74d95e",
          "body": "Implement parallel file uploads using a configurable concurrency level (default 4). When concurrency > 1, uses a producer-consumer pipeline with bounded queue to stream chunks while uploading in parallel, avoiding in-memory buffering of large files. Each block maintains independent retry state to pr\n[…]\ncontamination. Preserves backward-compatible serial upload path when concurrency = 1. Removes isEnd parameter and Connection: close header since server now identifies upload completion by file offset.",
          "is_bot": false,
          "headline": "refactor: add concurrent upload support with producer-consumer",
          "author_name": "idranme",
          "author_login": "idranme",
          "committed_at": "2026-07-13T17:43:35Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f513fa7399c74934aed5a7be7e0b6b3102e19291",
          "body": "- WebUI settings gains \"退出 QQ\": POST /api/logout -> qqProtocol.logout()\n  clears session and login state back to the login page (quick login / QR)\n- on KickNT: stop heartbeat and skip auto-reconnect -- reconnecting after\n  a kick just re-triggers the other side (offline mail spam every ~270s);\n  kee\n[…]\n\n  binds once and cannot rebind)\n- log kick code/reason (1001 = logged in elsewhere, 2001 = server kick)\n- heartbeat interval 270s -> 15s\n- email notification: PMHQ-specific naming -> protocol-neutral",
          "is_bot": false,
          "headline": "feat(qq): WebUI QQ logout; stop heartbeat/reconnect on kick",
          "author_name": "linyuchen",
          "author_login": "linyuchen",
          "committed_at": "2026-07-13T13:56:19Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "278cda1f0bf2cc7cdbc991a9aef86a72dc163a23",
          "body": "…from direct-mode)",
          "is_bot": false,
          "headline": "refactor(qq): rename direct/ to direct-lib/ (low-level lib, distinct …",
          "author_name": "linyuchen",
          "author_login": "linyuchen",
          "committed_at": "2026-07-13T13:56:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f411bb419840c660987df30f5023a09749932e42",
          "body": null,
          "is_bot": false,
          "headline": "feat(qq/direct): auto-reconnect after network drop, retry until online",
          "author_name": "linyuchen",
          "author_login": "linyuchen",
          "committed_at": "2026-07-13T13:56:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fbe4ba4f5f65680289e58d38476f55a83b0c213c",
          "body": "… once",
          "is_bot": false,
          "headline": "fix(email): set selfInfo.online=false on kick so offline notice sends…",
          "author_name": "linyuchen",
          "author_login": "linyuchen",
          "committed_at": "2026-07-13T13:56:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4a08abc3839c6ce1f60bac8741cb5f2aeb21136b",
          "body": null,
          "is_bot": false,
          "headline": "fix(webqq): thread fileUuid to getVideoUrl so clicking a video plays it",
          "author_name": "linyuchen",
          "author_login": "linyuchen",
          "committed_at": "2026-07-13T13:56:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c65549ffc675bdcc17f5c0b276220d0db2a4b6e3",
          "body": null,
          "is_bot": false,
          "headline": "docs(changelog): update release notes",
          "author_name": "idranme",
          "author_login": "idranme",
          "committed_at": "2026-07-13T13:41:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7c95975d9433318c3ce9eb55637a9f00595e6261",
          "body": "Replace skipIndex-based loop continuation with break statements in parseElements. Simplifies control flow by breaking early from the loop instead of skipping indices and continuing iteration.",
          "is_bot": false,
          "headline": "fix: refactor element parsing loop control",
          "author_name": "idranme",
          "author_login": "idranme",
          "committed_at": "2026-07-13T12:15:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "57869aaf561a743c399c47857d23df4edde37582",
          "body": "Prevent multiple simultaneous getFriends calls from executing duplicate fetch operations. Uses a shared promise to ensure only one friend list refresh runs at a time, while additional requests await the existing operation. Includes proper error handling with cleanup.",
          "is_bot": false,
          "headline": "refactor: deduplicate concurrent friend fetches",
          "author_name": "idranme",
          "author_login": "idranme",
          "committed_at": "2026-07-13T11:47:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c7c49c097730136016a7c34b28b8b006add60dd2",
          "body": "…urrency\n\nRefactor GetGroupMsgHistory and GetFriendMsgHistory to use concurrent batch fetching instead of sequential requests. Introduce mapWithConcurrency utility for bounded async task execution. Split message range into 30-message windows fetched concurrently (max 5 parallel), with fallback to sequential fetching when encountering seq gaps or hitting historical boundaries.",
          "is_bot": false,
          "headline": "refactor(onebot): optimize message history fetching with bounded conc…",
          "author_name": "idranme",
          "author_login": "idranme",
          "committed_at": "2026-07-13T11:35:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b14a19cd4efdd61227bccf134f43bd45611c6aa8",
          "body": "Convert selfInfo.uin to a number once and remove redundant Number/+ casts across OB11 message fields. Updated self_id, user_id, time, message_seq, post_type, group_id, group-member lookup and group upload event to use the original/normalized values instead of repeated coercions. This simplifies type handling and ensures consistent comparisons.",
          "is_bot": false,
          "headline": "refactor(onebot): normalize numeric conversions in OB11 entities",
          "author_name": "idranme",
          "author_login": "idranme",
          "committed_at": "2026-07-12T09:43:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7ba222010d819077fbb7dd69f04421979fd8c365",
          "body": "…esources\n\nAdd non-null assertions for upload properties in media mixin, replace non-null assertions with proper null checks in getVideoUrl method, and mark NTV2RichMediaResp.upload field as optional in proto definition for better type safety.",
          "is_bot": false,
          "headline": "fix: fixed a potential error that could occur when retrieving video r…",
          "author_name": "idranme",
          "author_login": "idranme",
          "committed_at": "2026-07-12T09:12:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7e0dde8d34d5fed0c0c4171dbfa4d763ee9c51d4",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'dev'",
          "author_name": "linyuchen",
          "author_login": "linyuchen",
          "committed_at": "2026-07-12T04:52:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d6c30dc5b70f3701fb56420f2554d3e282c57cdc",
          "body": "…xy.cn is slow)",
          "is_bot": false,
          "headline": "fix(install): bump mirror manifest-inspect timeout 10s -> 30s (gh-pro…",
          "author_name": "linyuchen",
          "author_login": "linyuchen",
          "committed_at": "2026-07-12T04:29:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "54147170bca464143b7e1e67bc11fbf91386c2f8",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'dev'",
          "author_name": "linyuchen",
          "author_login": "linyuchen",
          "committed_at": "2026-07-12T04:14:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "71942cd001134e61f9ef33181c9388269c483ab2",
          "body": null,
          "is_bot": false,
          "headline": "fix(install): accept QQ numbers containing 0 (regex [0-9] not [-1-9])",
          "author_name": "linyuchen",
          "author_login": "linyuchen",
          "committed_at": "2026-07-12T04:13:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "83b98430c1a8caf6e42afeed45688756ea8494fc",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'dev'",
          "author_name": "linyuchen",
          "author_login": "linyuchen",
          "committed_at": "2026-07-12T03:42:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a27e1bdf608ff9329904ddd5fb23c7ca65f747b9",
          "body": null,
          "is_bot": false,
          "headline": "chore: bump package-dist.json to 8.0.9",
          "author_name": "linyuchen",
          "author_login": "linyuchen",
          "committed_at": "2026-07-12T03:41:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ecf21cc815fc0b00cbae54a64920f61090ec7ce6",
          "body": null,
          "is_bot": false,
          "headline": "chore: bump version to 8.0.9",
          "author_name": "linyuchen",
          "author_login": "linyuchen",
          "committed_at": "2026-07-12T03:40:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "08787f63d05c7308e87086328b9bb7629735ad0c",
          "body": "… pre-check\n\nThe pre-check fetched allowed_uins and blocked any uin not already in it,\nwhich also blocked a fresh uin the server would auto-bind on login (deadlock:\nnot bound -> blocked -> never bound). Authorization is the server's job: it\nauto-binds within quota and 403s when full. Remove both pre\n[…]\n a /api/sign/compute 403, so a\nquota-full uin now crashes instead of aborting gracefully; making that robust\nneeds the SDK to surface the 403 instead of exiting.\n\nAlso strip all comments from sign.ts.",
          "is_bot": false,
          "headline": "fix(qq/direct): let the server authorize uin, drop local allowed_uins…",
          "author_name": "linyuchen",
          "author_login": "linyuchen",
          "committed_at": "2026-07-12T03:40:33Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0f95b9da6c2160798b22ce01c61390263ee915c6",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'dev'",
          "author_name": "linyuchen",
          "author_login": "linyuchen",
          "committed_at": "2026-07-11T17:04:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a6daf233bc01f19df1f4248c4ea64eb45fe0fddd",
          "body": null,
          "is_bot": false,
          "headline": "ci: keep only the matching platform's sign-proxy .node per package",
          "author_name": "linyuchen",
          "author_login": "linyuchen",
          "committed_at": "2026-07-11T17:03:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d2ebd81a49690d1bd7c3608eff9d88f2dc48c662",
          "body": null,
          "is_bot": false,
          "headline": "ci: drop QQ/PMHQ from macOS CLI release (direct mode, no QQ process)",
          "author_name": "linyuchen",
          "author_login": "linyuchen",
          "committed_at": "2026-07-11T16:57:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d2b7ee90f6ecb1e5b4d713e8b29bf2cc80f32bdc",
          "body": "# Conflicts:\n#\tsrc/version.ts",
          "is_bot": false,
          "headline": "Merge branch 'dev'",
          "author_name": "linyuchen",
          "author_login": "linyuchen",
          "committed_at": "2026-07-11T16:29:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5af8075affe9f5c5c7894a0e696c7fe7275840bb",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'dev' of github.com:LLOneBot/LuckyLilliaBot into dev",
          "author_name": "linyuchen",
          "author_login": "linyuchen",
          "committed_at": "2026-07-11T16:27:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d287a98b48f6c4bc854def893a065288517766ed",
          "body": null,
          "is_bot": false,
          "headline": "chore: bump version to 8.0.8",
          "author_name": "linyuchen",
          "author_login": "linyuchen",
          "committed_at": "2026-07-11T16:25:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "705104eef8d8f1c4a21f107830639cd233e42f5a",
          "body": "startAuthTokenWatcher runs an initial check and also sets up watchFile,\nwhich fires once on setup when the file does not exist -> processOnce ran\ntwice -> the same warning printed twice. Dedup with a warnedNoToken flag,\nreset when a token appears so a later removal still warns again.",
          "is_bot": false,
          "headline": "fix(qq/direct): log \"auth_token 未配置\" once instead of twice",
          "author_name": "linyuchen",
          "author_login": "linyuchen",
          "committed_at": "2026-07-11T15:59:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ae45e06e8f09f9221601c61f5b30e11fec5b0eb1",
          "body": "Vendored glibc .node renamed to sign-proxy.linux-{x64,arm64}-glibc.node\n(were bare linux-x64/arm64), symmetric with the -musl variants; loader\npickTriple returns -glibc on non-musl linux. A bare \"linux-x64\" reads as\nuniversal when glibc/musl are actually distinct, non-interchangeable ABIs.",
          "is_bot": false,
          "headline": "build(sign-proxy): name glibc .node with explicit -glibc suffix",
          "author_name": "linyuchen",
          "author_login": "linyuchen",
          "committed_at": "2026-07-11T15:59:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "eeeb98c1114c371aedeb80dd0b6825bbdb4e71ad",
          "body": "…g->test\n\n- Dockerfile/.local/.test: drop non-musl sign-proxy .node in the alpine\n  image (darwin/win/glibc never load there) to shrink it\n- Dockerfile: strip comments and mirror/proxy args (prod/CI runs direct)\n- Dockerfile.local/.test: BUILD_PROXY arg, exported only inside build RUNs\n  so it never\n[…]\ninstead of GNU \\s so busybox sed works\n  without apk add sed\n- test.yml e2e: build from Dockerfile.test with BUILD_PROXY= (CI direct)\n- install script: require QQ up front, drop the docker mirror list",
          "is_bot": false,
          "headline": "build(docker): slim alpine image, proxy for local builds, rename debu…",
          "author_name": "linyuchen",
          "author_login": "linyuchen",
          "committed_at": "2026-07-11T15:59:00Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ef232cc7cb314d78170d6836053d19885491da15",
          "body": null,
          "is_bot": false,
          "headline": "fix",
          "author_name": "idranme",
          "author_login": "idranme",
          "committed_at": "2026-07-11T12:28:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0a25eda96f06618df7469c02fee87bb37bc76967",
          "body": null,
          "is_bot": false,
          "headline": "fix",
          "author_name": "idranme",
          "author_login": "idranme",
          "committed_at": "2026-07-11T06:08:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "593108da926b65f4f9314dada6cd5021257f29d3",
          "body": "sign-proxy now vendors musl variants (linux-x64-musl / linux-arm64-musl);\nthe loader (pickTriple/isMusl) selects them on alpine, so all images move\nfrom node:24-bookworm-slim to node:24-alpine.\n\n- Dockerfile: alpine + apk ffmpeg, drop the static-ffmpeg download; still\n  fetches the release LLBot.zip\n[…]\nile: alpine, COPY prebuilt dist.\n- remove Dockerfile.test (folded into debug.Dockerfile); test.yml e2e now\n  builds the PR image from debug.Dockerfile.\n- vendor sign-proxy.linux-{x64,arm64}-musl.node.",
          "is_bot": false,
          "headline": "docker: switch to alpine (musl) base, ~540MB from ~880MB",
          "author_name": "linyuchen",
          "author_login": "linyuchen",
          "committed_at": "2026-07-11T01:28:55Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "79fc03a74ffb5ed5882dcfd977037ab6e7f8432b",
          "body": "…to-pick\n\nstartup.sh no longer auto-logs-in when data/ happens to hold exactly one\nqq-session-*.json -- that silently chose an account and clashed with the\nWebUI quick-login list. Now:\n  - QQ env set   -> node llbot.js -q <uin> (headless auto-resume on restart)\n  - QQ env unset -> WebUI login page, user picks from the quick-login list\nAlso rename the env var QQ_UIN -> QQ. install-llbot-docker.sh always writes\nQQ= into the generated compose (empty by default) so it's easy to fill in.",
          "is_bot": false,
          "headline": "feat(docker): let user pick which QQ to start, drop single-session au…",
          "author_name": "linyuchen",
          "author_login": "linyuchen",
          "committed_at": "2026-07-10T15:06:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3f9c508bdb99ac3621a5694e6f6c3dba8fe628f6",
          "body": "- .dockerignore: exclude root node_modules (COPY . . was clobbering the\n  fresh linux install with host/windows binaries -> vite/esbuild platform\n  mismatch) and data; keep dist/ so Dockerfile.test can COPY it.\n- Dockerfile.local: copy src/webui/FE/package.json before `yarn install`\n  so the root po\n[…]\nockerfile.local/.test: add APT_MIRROR build-arg (default empty =\n  official deb.debian.org, CI unaffected) + apt Acquire::Retries, so cn\n  builds can swap the mirror and survive transient apt hiccups.",
          "is_bot": false,
          "headline": "build(docker): fix local-build Dockerfiles + optional cn apt mirror",
          "author_name": "linyuchen",
          "author_login": "linyuchen",
          "committed_at": "2026-07-10T15:06:42Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6b1fd0973b7513d50b33d4fe79fefea42545294d",
          "body": "# Conflicts:\n#\tsrc/ntqqapi/helper/highway.ts",
          "is_bot": false,
          "headline": "Merge branch 'dev' of github.com:LLOneBot/LuckyLilliaBot into dev",
          "author_name": "linyuchen",
          "author_login": "linyuchen",
          "committed_at": "2026-07-10T15:04:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6d46b563d0f8642f35170acddf75a3f5da95c733",
          "body": null,
          "is_bot": false,
          "headline": "fix",
          "author_name": "idranme",
          "author_login": "idranme",
          "committed_at": "2026-07-10T08:35:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b20063b532fb975333ad626770d137779ca95ae6",
          "body": "logo.jpg is 543x612 but renders at 32, 48 and 80 CSS px, so the browser\ndownscaled it by up to 17x in a single bilinear step. Fine hair and\noutlines aliased into hard edges, which looked like over-sharpening.\n\nShip lanczos-resampled square variants at 64/128/192/256 and pick one\nper usage with srcse\n[…]\ns the four variants at 42 KB against 224 KB as png; hono's\nserveStatic already sends image/webp. public/logo.jpg stays put for\nanyone hotlinking /logo.jpg, though nothing in the app references it\nnow.",
          "is_bot": false,
          "headline": "fix(webui): resample the logo instead of downscaling it in the browser",
          "author_name": "linyuchen",
          "author_login": "linyuchen",
          "committed_at": "2026-07-10T07:21:58Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "853cd776641185b728724b3996aa1094f7f08377",
          "body": "The icon tiles and donut rings drew from six unrelated neon gradients,\nincluding sky/blue, violet/purple and fuchsia. Together with the pastel\nbackground they read as a generic template rather than as part of the\npink brand.\n\n- Stat tiles now sit on a rose / teal / green / orange arc, every pair\n  a\n[…]\nning the fills was what made an earlier attempt look\n  muddy.\n\nThe page background, its radial tints and the animated blobs are left\nalone; the palette was designed to sit on them exactly as they are.",
          "is_bot": false,
          "headline": "feat(webui): recolor dashboard off the blue-purple palette",
          "author_name": "linyuchen",
          "author_login": "linyuchen",
          "committed_at": "2026-07-10T07:21:41Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f54354e264ea4a06aa1c9db6f7ac1e36328fab3f",
          "body": null,
          "is_bot": false,
          "headline": "fix",
          "author_name": "idranme",
          "author_login": "idranme",
          "committed_at": "2026-07-10T04:11:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "12a259249ae0bdced5e9ba115d03a2578eadc93d",
          "body": "Replace the scattered DEBUG_* env toggles and raw console.* calls with a\nsingle logging path:\n\n- New src/common/logger.ts: getLogger(name) hands ctx-less modules\n  (client/sign/connection/...) a real cordis logger via a factory main\n  injects at startup, with a console fallback for the pre-bind wind\n[…]\ngger where a\n  Service already has ctx), except the login banner and the terminal QR\n  block, which must print raw or they render/scan wrong.\n\nconfig gains logLevel ('info' | 'debug', default 'info').",
          "is_bot": false,
          "headline": "refactor(log): route logging through cordis logger, add --debug level",
          "author_name": "linyuchen",
          "author_login": "linyuchen",
          "committed_at": "2026-07-10T02:37:41Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "12081b5e003abb696e2fdc4f28c5d99e692ad61f",
          "body": null,
          "is_bot": false,
          "headline": "fix",
          "author_name": "idranme",
          "author_login": "idranme",
          "committed_at": "2026-07-09T17:38:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "eb2f7841fb4de0f624a49988c950cba65cc411c2",
          "body": null,
          "is_bot": false,
          "headline": "fix #805",
          "author_name": "idranme",
          "author_login": "idranme",
          "committed_at": "2026-07-09T16:51:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ca7ca9d4c874262feb77fca576ad7e8764f84f7c",
          "body": null,
          "is_bot": false,
          "headline": "fix",
          "author_name": "idranme",
          "author_login": "idranme",
          "committed_at": "2026-07-09T16:08:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "655292341defe6ccb4d85a1dbd61fe833370a78d",
          "body": "getSpecifiedSignHost had no call sites and QQ_SIGN_URL was only\nreferenced in a comment. The native sign SDK's server URL is compiled\ninto the .node, so neither could change it. Remove the dead parser and\nits export.",
          "is_bot": false,
          "headline": "chore(qq/direct): drop unused --sign-host / QQ_SIGN_URL",
          "author_name": "linyuchen",
          "author_login": "linyuchen",
          "committed_at": "2026-07-09T15:33:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e927893859da0ca1cfd3c3bbd56e4c8744d94da3",
          "body": "Direct mode has no separate QQ process, so the \"QQ 资源\" card was always\nzero. The stats endpoint now returns the run mode plus whole-machine\ncpu (sampled from os.cpus() deltas since loadavg is 0 on Windows) and\nmemory; the dashboard swaps the \"QQ 资源\" card for a \"系统资源\" card when\nrunning in Direct mode.",
          "is_bot": false,
          "headline": "feat(webui): show system resources on dashboard in Direct mode",
          "author_name": "linyuchen",
          "author_login": "linyuchen",
          "committed_at": "2026-07-09T14:54:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e8451697a41fcad057ae5ff9bd08755abc4f4d48",
          "body": "WebuiServer only injects login-time deps (qqProtocol/ntLoginApi) so the\nUI can start before login, but dashboard/webqq routes use nt* / store /\nconfig which only load after login. Direct ctx.ntGroupApi then throws\n\"cannot get property without inject\". Wrap the routes' ctx in a proxy\nthat resolves those services through ctx.get (bypassing the strict\ninject check) and passes built-in members (logger/on/parallel) through\nbound to the real ctx.",
          "is_bot": false,
          "headline": "fix(webui): resolve post-login services via lazy context proxy",
          "author_name": "linyuchen",
          "author_login": "linyuchen",
          "committed_at": "2026-07-09T14:54:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "076d0561f8f9c93e6f093e754bfe887c496aca44",
          "body": "After login the account's config_<uin>.json is applied, which can\ndisable the WebUI or move its port -> the SPA would then 502 with no\nexplanation. login-info now returns the account's effective webui\n{enable,host,port}, read straight from the config file (race-free, the\nfile already holds the final\n[…]\nrred). On login success the page shows a notice when WebUI is\ndisabled and redirects when host/port changed; in dev it compares\nagainst the Vite proxy target so a normal login does not false-redirect.",
          "is_bot": false,
          "headline": "feat(webui): report effective webui config on login-info",
          "author_name": "linyuchen",
          "author_login": "linyuchen",
          "committed_at": "2026-07-09T14:54:27Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5424270d9c5410f2cac113bc1d2bbcb833c2aa89",
          "body": "The native sign SDK is a process singleton whose packet-relay callback\n(SENDER) is bound once on first init and cannot be rebound. Rebuilding\nDirectProtocolClient on quick-login left the relay pointing at the dead\nfirst client, so the token-acquire ESK relay got signed with a null\nsession -> server \n[…]\n hot-swap config (auth token / uin / guid) and session on\nre-init instead of disconnect+new. Restore failure no longer disconnects\nso the connection (and the relay target) stays alive for QR fallback.",
          "is_bot": false,
          "headline": "fix(qq/direct): reuse one protocol client across re-inits",
          "author_name": "linyuchen",
          "author_login": "linyuchen",
          "committed_at": "2026-07-09T14:54:14Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "17f0adcead4318e2d685bcea67bc155495b6fa02",
          "body": "… email route\n\nQuick-login list was hard-broken on the WebUI: NTLoginApi.getQuickLoginList\nreturned only the currently logged-in account (useless since the WebUI\nlist is shown BEFORE login) and POST /quick-login was a stub that always\nfailed with \"直连模式自动恢复 session\".\n\nDirect-mode implementation, patt\n[…]\ny after login via EmailNotificationService). All three\nemail-route handlers now use ctx.get('emailNotification' as never),\nwhich returns undefined pre-login and the existing 503 guard fires\ncorrectly.",
          "is_bot": false,
          "headline": "webui: quick-login from local session files + fix \"without inject\" on…",
          "author_name": "linyuchen",
          "author_login": "linyuchen",
          "committed_at": "2026-07-09T09:06:18Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c667ba5ea7cdbd83c748b5704a793b15a1adf934",
          "body": "…not re-fetches\n\nThe previous behavior had two independent QR-refresh paths: the backend\ndirectLoginLoop refreshed via a 120s throttle (for the terminal ASCII\nQR / png / Desktop notification), while the WebUI \"click refresh\"\nbutton called /api/login-qrcode which in turn called\nfetchQrCode(directClie\n[…]\n  worked by accident on shared browser timer pools but intent-wrong).\n- Remove the duplicated `useEffect([loginMode, accounts.length,\n  generateQrCode])` block accidentally introduced by a prior edit.",
          "is_bot": false,
          "headline": "fix(qq/direct): cache QR code on the backend so WebUI refresh syncs, …",
          "author_name": "linyuchen",
          "author_login": "linyuchen",
          "committed_at": "2026-07-09T07:57:55Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9b9bc9fc0f24688561a251246cd7c67a1d29a88b",
          "body": "QQProtocolBase used to be a 728-line concrete Service that muxed two\ndisjoint transports (PMHQ WS/HTTP and Direct TCP+native sign) with\nruntime branching in the constructor, sendPB, and get_is_connected.\nmain.ts also carried Direct-mode-only login orchestration (QR fetch,\nscan loop, auth-token watch\n[…]\nnd the\n90+ cross-repo call sites (all mixins) are unchanged. Externally-visible\nevent contract (qq/online / qq/raw / protocol/disconnect /\nllbot/self-nick-changed) is preserved on the abstract parent.",
          "is_bot": false,
          "headline": "refactor(qqProtocol): split into abstract base + Pmhq/Direct impls",
          "author_name": "linyuchen",
          "author_login": "linyuchen",
          "committed_at": "2026-07-09T07:55:46Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f74d505c02e5be385680e4a238832d73a4792ae0",
          "body": null,
          "is_bot": false,
          "headline": "fix",
          "author_name": "idranme",
          "author_login": "idranme",
          "committed_at": "2026-07-09T06:05:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e5a091f84153b5d4a8a50f15c3e69cc91e1e2141",
          "body": null,
          "is_bot": false,
          "headline": "chore",
          "author_name": "idranme",
          "author_login": "idranme",
          "committed_at": "2026-07-09T06:03:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c4d04faf717a5f2a842dc755c0d519863ce2f20a",
          "body": "…cit mount\n\nWithout a VOLUME declaration, running the image via plain `docker run`\nwithout an explicit -v writes everything (session files, auth token,\nconfig) into the container's writable layer, which is destroyed on\nimage update or container rebuild -- a repeated re-scan every upgrade.\n\nDeclaring\n[…]\ntes to an anonymous volume when no\nmount is specified, so compose down/up and image upgrades reuse the\nsame data and the install script's ./llbot_config bind mount still\ntakes precedence when present.",
          "is_bot": false,
          "headline": "docker: declare VOLUME on /app/llbot/data to persist without an expli…",
          "author_name": "linyuchen",
          "author_login": "linyuchen",
          "committed_at": "2026-07-09T05:16:51Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b3a40129b52327e94061cda58e79f387a0e4b9c4",
          "body": "… WebUI\n\nMove auth token validation out of the install-time preflight and into a\nruntime file watcher, and gate the direct-login flow on it. The native\nsign SDK calls process.exit(1) on 401 at /api/sign/compute and /api/bu,\nso any invalid or unauthorized token that reaches native sign takes down\nthe\n[…]\nlid tokens before native\n  sign) is now covered by the watcher + pre-checks.\n- The transient cordis 'auth-token/configured' event is gone; the\n  watcher directly drives login via its onValid callback.",
          "is_bot": false,
          "headline": "auth-token: validate via file-watcher before login, surface errors in…",
          "author_name": "linyuchen",
          "author_login": "linyuchen",
          "committed_at": "2026-07-09T05:16:37Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "61aa26703aee1da560a5a317b2a022ef1aa0b525",
          "body": "Replace the dedicated random data/session-key.bin with the existing\ndata/machine_guid.bin as the source of the container session encryption\nkey. Both files live in the same data volume, so a separate key file\nguards the same real boundary (whole-volume access) at the cost of an\nextra file plus its l\n[…]\nryptable without a fresh QR scan.\n\nNote: a container that already generated session-key.bin under the\nprevious build cannot decrypt its existing session with the new key\nsource and must re-login once.",
          "is_bot": false,
          "headline": "session: derive container encryption key from machine_guid.bin",
          "author_name": "linyuchen",
          "author_login": "linyuchen",
          "committed_at": "2026-07-09T02:07:28Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c5dfecab853af52cf41c4336f920b061dfb4b9ca",
          "body": "Move the Auth Token prompt+validation to the very first step, above all\nother configuration prompts.\n\nDrop the previous skip-on-network-error path and the invalid-token retry\nloop: an empty token, 401/403, network failure (000), or any other\nnon-2xx response now exits immediately, so no config/compose files are\ngenerated with an unverified token.",
          "is_bot": false,
          "headline": "install: verify auth token first, abort on any failure",
          "author_name": "linyuchen",
          "author_login": "linyuchen",
          "committed_at": "2026-07-09T01:57:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "86f3fb8678bcb1d364ff9c58eed8674837057e2b",
          "body": "- Dockerfiles: alpine -> debian bookworm-slim. sign-proxy's linux .node\n  is glibc-linked and sits on llbot.js's top-level import chain, so\n  alpine/musl crashes at startup regardless of mode.\n- docker startup.sh: pure direct launch; QQ_UIN or the sole\n  data/qq-session-*.json selects -q, otherwise \n[…]\nt guid in the session file.\n- start-linux.sh: headless=direct by default, headed runs CLI --pmhq\n  with PMHQ_PORT; remove xvfb and desktop-type detection.\n- add CLAUDE.md doc index and docs/docker.md.",
          "is_bot": false,
          "headline": "deploy: rework docker/linux scripts around direct mode",
          "author_name": "linyuchen",
          "author_login": "linyuchen",
          "committed_at": "2026-07-08T09:54:28Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2b5995b4cc61544431b016d7c179b613d627cc9a",
          "body": null,
          "is_bot": false,
          "headline": "fix",
          "author_name": "idranme",
          "author_login": "idranme",
          "committed_at": "2026-07-08T09:45:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a45056065de0fdc72226bf63f4be5cfa177d19fe",
          "body": null,
          "is_bot": false,
          "headline": "fix",
          "author_name": "idranme",
          "author_login": "idranme",
          "committed_at": "2026-07-08T05:40:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "665fcba9d569af1b7dee339a147d8ff8242d80fb",
          "body": "QQ_USE_PMHQ was replaced by --pmhq-port argv in c59a1ca2; the env var is\nnow dead and only confuses debugging.",
          "is_bot": false,
          "headline": "chore: bump version 8.0.7, drop stale QQ_USE_PMHQ env from launch.json",
          "author_name": "linyuchen",
          "author_login": "linyuchen",
          "committed_at": "2026-07-07T15:09:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1cb4c526c932103da8fe9b3be1b23c06661425e8",
          "body": "Native ESK field 3 parsing returns unreliable ttl (often 0 or bogus).\nOverride in acquireSignToken so callers get a stable 24h value; caller-side\nfallback / dual-branch log removed.",
          "is_bot": false,
          "headline": "fix(sign): hardcode acquireSignToken ttl to 24h",
          "author_name": "linyuchen",
          "author_login": "linyuchen",
          "committed_at": "2026-07-07T15:09:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5bd0b8b8f63c175022b039078663528e21fcd598",
          "body": null,
          "is_bot": false,
          "headline": "fix",
          "author_name": "idranme",
          "author_login": "idranme",
          "committed_at": "2026-07-07T15:03:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "97b13e16e5b3851d14945fe2b39d0b77e09d4fbe",
          "body": null,
          "is_bot": false,
          "headline": "feat",
          "author_name": "idranme",
          "author_login": "idranme",
          "committed_at": "2026-07-07T14:39:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f688cf1bdb0494caf29f2e70bdcc960f04cbcf20",
          "body": null,
          "is_bot": false,
          "headline": "fix",
          "author_name": "idranme",
          "author_login": "idranme",
          "committed_at": "2026-07-07T13:11:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "51d2854fa768b1ecc847fcf4de384bc26f792c2f",
          "body": null,
          "is_bot": false,
          "headline": "fix",
          "author_name": "idranme",
          "author_login": "idranme",
          "committed_at": "2026-07-07T13:07:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "da73f03cf76323953d345d7fabb2531027800c4b",
          "body": null,
          "is_bot": false,
          "headline": "chore: bump version 8.0.6",
          "author_name": "linyuchen",
          "author_login": "linyuchen",
          "committed_at": "2026-07-06T14:59:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
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              "checks_inconclusive": 2,
              "scorecard_aggregate": 3.7
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "binaries present in source code",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "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": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 22 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "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 19 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 detected: CodeQL",
                "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": "60 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "moderate",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 598 resolved dependencies against OSV; 21 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). 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"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 598
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 21
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 64,
            "inputs": {
              "source": "osv",
              "advisories": 33,
              "affected_packages": 21,
              "assessed_packages": 598,
              "unassessed_packages": 21,
              "affected_by_severity": "high 10, moderate 9, low 2",
              "direct_affected_packages": 1
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "1 affected: ws 8.16.0 (high 7.5)",
                "points": 14,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 1,
                      "packages": "ws 8.16.0 (high 7.5)"
                    }
                  }
                ],
                "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": "1 advisory-carrying package(s) unaddressed past 90 days; oldest published 766 days ago",
                "points": 33.7,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_stale",
                    "params": {
                      "days": 90,
                      "count": 1,
                      "oldest": 766
                    }
                  }
                ],
                "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": 598,
              "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": 14
            },
            "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": 68,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "good",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 84,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.73,
              "agent_instruction_files": [
                "CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 398
            },
            "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": "73 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 38.9,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 73,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "at_risk",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 43,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "pnpm-lock.yaml",
                "yarn.lock"
              ],
              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [
                "src/webui/FE/tsconfig.json",
                "test/milky-api-test/tsconfig.json",
                "test/onebot11-api-test/tsconfig.json",
                "test/satori-api-test/tsconfig.json",
                "test/test-framework/tsconfig.json",
                "test/webqq-api-test/tsconfig.json",
                "tsconfig.json"
              ],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "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": "src/webui/FE/tsconfig.json, test/milky-api-test/tsconfig.json, test/onebot11-api-test/tsconfig.json, test/satori-api-test/tsconfig.json, test/test-framework/tsconfig.json, test/webqq-api-test/tsconfig.json, tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "src/webui/FE/tsconfig.json, test/milky-api-test/tsconfig.json, test/onebot11-api-test/tsconfig.json, test/satori-api-test/tsconfig.json, test/test-framework/tsconfig.json, test/webqq-api-test/tsconfig.json, tsconfig.json"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, 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": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "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": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "TypeScript",
              "largest_source_bytes": 58068,
              "source_files_sampled": 633,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "TypeScript (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "TypeScript"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/633 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 633,
                      "oversized": 0
                    }
                  }
                ],
                "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",
    "Could not fetch npm package 'lucky-lillia-bot' from its registry"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-23T23:25:15.356366Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/l/LLOneBot/LuckyLilliaBot.svg",
  "full_name": "LLOneBot/LuckyLilliaBot",
  "license_state": "standard",
  "license_spdx": "GPL-2.0"
}

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 statistics.