Public record
Software health reportschema 0.25.0 · metrics 1.13.0 · 2026-07-21 23:08 UTC

langbot-app / LangBot

Production-grade platform for building agentic IM bots - 生产级多平台智能机器人开发平台/ Agent、知识库编排、插件系统 / Bots for Discord / Slack / LINE / Telegram / WeChat(企业微信, 企微智能机器人, 公众号) / 飞书 / 钉钉 / QQ / Matrix e.g. Integrated with ChatGPT(GPT), DeepSeek, Dify, n8n, Langflow, Coze, Claude, Gemini, GLM, Ollama, SiliconFlow, Moonshot, openclaw / hermes agent, deerflow

Python · TypeScriptApache-2.0★ 17,003 stars⑂ 1,509 forkssince Dec 2022View on GitHub ↗
#qq#openai#agent#llm#wechat#telegram#dify#discord#deepseek#dingtalk#feishu#lark#ollama#langbot#n8n#plugins#rag#line#coze#kook

langbot-app/LangBot holds a health index of 80 out of 100, placing it in the Good band. It scores highest on Vitality (96/100) and lowest on Security (48/100). It was last updated today. A single contributor accounts for most of its recent work.

80
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.

80
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

LangBot HQOrganization
75 followers25 public repossince Nov 2024

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
PyPIlangbot4.10.6-445 days agobotagenttelegrampluginsopenaiinstant-messagingwechatqqdifyllmchatgptdeepseekonebot

Metrics by category

Vitality

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

96Excellent · 22% of overall

Development activity

100Excellent
How it's scored
36/36Push recency — last push 0 days ago
36/36Commit cadence — 52/52 weeks with commits
18/18Commit volume — 1,133 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 20 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year1,133
human_commit_share1
days_since_last_push0
active_weeks_last_year52

Release discipline

90Excellent
How it's scored
27/27Ships releases — 100 releases published
36/36Release recency — latest release 5 days ago
27/27Release cadence — a release every ~6.3 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count100
latest_release_tagv4.10.6
releases_from_tagsno
days_since_latest_release5
mean_days_between_releases6.3

Community & Adoption

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

88Excellent · 18% of overall

Popularity & adoption

97Excellent
How it's scored
60/60Stars — 17,003 stars
25/25Forks — 1,509 forks
12.2/15Watchers — 157 watchers
Inputs used
forks1,509
stars17,003
watchers157
growth_stateorganic
growth_factor_pct100

Community health

77Good
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (Apache-2.0)
18/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
has_contributingyes
has_issue_templateno
has_code_of_conductno
has_pull_request_templateyes

Sustainability & Governance

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

66Moderate · 24% of overall

Maintainer resilience (bus factor)

37At risk
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
4.7/22.5Commit distribution — top contributor authored 79% of commits
13.5/13.5Contributor breadth — 85 contributors
10/10OpenSSF Scorecard: Contributors — project has 11 contributing companies or organizations
Inputs used
bus_factor1
contributors_sampled85
top_contributor_share0.79

Issue & PR responsiveness

82Good
How it's scored
43.3/46.8Issue resolution — 93% of issues closed
33.7/38.3PR acceptance — 724/822 decided PRs merged
4.5/15OpenSSF Scorecard: Code-Review — Found 10/30 approved changesets -- score normalized to 3
Inputs used
merged_prs724
open_issues107
closed_issues1,331
issue_closed_ratio0.926
closed_unmerged_prs98

Ownership & stewardship

57Moderate
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
13.5/25Owner reach — 75 followers of langbot-app
13.6/25Track record — 25 public repos, account ~1 yr old
Inputs used
followers75
owner_typeOrganization
is_verified—
owner_loginlangbot-app
public_repos25
account_age_days604

Package maintenance

100Excellent
How it's scored
25/25Published & resolvable — 1 package(s) on pypi
35/35Publish recency — latest publish 5 days ago
20/20Version history — 44 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packageslangbot
ecosystemspypi
any_deprecatedno
min_days_since_publish5

Engineering Quality

Are baseline engineering and documentation practices in place?

96Excellent · 20% of overall

Engineering practices

94Excellent
How it's scored
24/24CI workflows — 11 workflow(s)
24/24Tests present
16/16Linter config — eslint.config.mjs
9.6/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 27 out of 27 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configyes

Documentation

100Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://langbot.app
10/10Repository description
10/10Topics — 20 topics
10/10Wiki
Inputs used
topicsqq, openai, agent, llm, wechat, telegram, dify, discord, deepseek, dingtalk, feishu, lark, ollama, langbot, n8n, plugins, rag, line, coze, kook
has_wikiyes
homepagehttps://langbot.app
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

48At risk · 16% of overall

Security posture

47At risk
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 — 27 out of 27 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
2.2/7.5Code-Review — Found 10/30 approved changesets -- score normalized to 3
2.5/2.5Contributors — project has 11 contributing companies or organizations
10/10Dangerous-Workflow — no 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 20 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
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
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 — 40 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate4.7

Dependency advisories

52Moderate
How it's scored
4.3/35Direct dependencies free of known advisories — 5 affected: chromadb 1.4.1 (critical 9.8), pillow 12.2.0 (critical 9.1), axios 1.17.0 (high 8.2), +2 more
0/25Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
34.6/40No advisories left outstanding — 1 advisory-carrying package(s) unaddressed past 90 days; oldest published 1,117 days ago
Inputs used
sourceosv
advisories54
affected_packages16
assessed_packages963
unassessed_packages1
affected_by_severitycritical 2, high 9, moderate 5
direct_affected_packages5
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 963 resolved dependencies against OSV. 1 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.

77Good · 0% of overall

Agent context & guidance

85Excellent
How it's scored
45/45Agent instructions — AGENTS.md, CLAUDE.md, skills/AGENTS.md
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 92 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.92
agent_instruction_filesAGENTS.md, CLAUDE.md, skills/AGENTS.md
agent_instruction_max_bytes4,514

Verify loop (build / test / typecheck)

77Good
How it's scored
18/18One-command bootstrap — Makefile
22/22Automated tests
11/11Lint / format config — eslint.config.mjs
11/11Static type checking — web/tsconfig.json
10/10Reproducible environment — Dockerfile, lockfile
0/10Demonstrated agent practice — no agent-authored commits among the last 100
5/8Automated maintenance — dependency automation configured, none observed in the sampled commits
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfilespackage-lock.json, pnpm-lock.yaml, uv.lock
has_dockerfileyes
typed_languageno
bootstrap_filesMakefile
has_devcontainerno
has_linter_configyes
typecheck_configsweb/tsconfig.json
agent_commit_share0
toolchain_manifests—
dependency_bot_commit_share0

Code legibility for models

81Good
How it's scored
27/45Type-checkable code — Python with type-check config (web/tsconfig.json)
53.7/55Manageable file sizes — 21/874 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes143,014
source_files_sampled874
oversized_source_files21

Machine-readable interfaces

60Moderate
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)
20/20MCP server
40/40Runnable examples — examples
Inputs used
example_dirsexamples
has_mcp_signalyes
api_schema_files—

Key facts

17,003GitHub stars
85contributors
1,133commits, last 12 months
0days since last push
100releases
1bus factor
107open issues
npm, PyPIpackage ecosystems

Data collection warnings

  • deps.dev does not index pypi:langbot@4.10.6; advisories assessed against the repository dependency graph instead

More detail

Star and fork history 17,003 ★ / 1,509 ⇿
17,003Stars
1,509Forks
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.

Only the most recent history is shown — this repository exceeds the collection window, so the earliest history is not captured.

04,0008,00012,00016,00020,00017,0031,509602025-022025-112026-07
Major 1Minor 10Patch 57

Each point covers 2 days.

OpenSSF Scorecard 4.7 / 10
4.7aggregate

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 · 2026-07-21 23:07 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests27 out of 27 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
3Code-ReviewFound 10/30 approved changesets -- score normalized to 3
10Contributorsproject has 11 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 20 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
0SASTSAST tool is not run on all commits -- score normalized to 0
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
0Vulnerabilities40 existing vulnerabilities detected
Direct dependencies 134
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All dependencies 964

Full resolved dependency set from the GitHub dependency graph: 136 direct and 828 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

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Dependency advisories 16

This repository publishes no package the index resolves, so its own dependency graph was assessed — 963 packages, which also include development and test pins that never ship: 16 carry known advisories, of which 5 are direct. 1 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

PackageVersionRelationSeverityAdvisoriesFixed in
chromadb1.4.1directcritical2—
pillow12.2.0directcritical2112.3.0
axios1.17.0directhigh101.18.0
mcp1.26.0directhigh31.28.1
brace-expansion1.1.12indirecthigh25.0.7
brace-expansion5.0.6indirecthigh15.0.7
click8.3.1indirecthigh18.3.3
js-yaml4.2.0indirecthigh14.3.0
minimatch3.1.3indirecthigh110.2.3
soupsieve2.8.3indirecthigh42.8.4
transformers5.3.0indirecthigh15.5.0
pypdf23.0.1directmoderate23.9.0
ajv6.12.6indirectmoderate18.18.0
setuptools80.10.2indirectmoderate283.0.0
torch2.12.1indirectmoderate12.13.0
yaml2.8.2indirectmoderate12.8.3

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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          "headline": "docs(config): add box.default_memory_mb to config.yaml template (#2319)",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-07-04T07:18:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "209706b0b9217251572a9df04e15c2f156dcbb15",
          "body": "…#2318)\n\nOperators can now set a global default memory limit for all stdio MCP\nservers in config.yaml or via environment variable:\n\n  config.yaml:\n    box:\n      default_memory_mb: 2048  # default: 1536\n\n  env:\n    BOX__DEFAULT_MEMORY_MB=2048\n\nThe default is raised from 1024 to 1536 MB — a safer flo\n[…]\nviously the fallback was hardcoded to 1024 MB, causing OOM kills\n(return_code=137) on node/npx MCP servers that need more RAM.\n\nCo-authored-by: dadachann <185672915+dadachann@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat(mcp): add box.default_memory_mb config for nsjail memory limit (…",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-07-04T06:24:06Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "205404e3da6dd7f91811f42e12b0e62e74212974",
          "body": "…FIELDS) (#2317)\n\nCo-authored-by: dadachann <185672915+dadachann@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(deps): pin langbot-plugin 0.4.13 (memory_mb removed from _COMPAT_…",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-07-04T05:45:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3e93ccfb45dced3a2b37357f1ed253aa243a0511",
          "body": "…ictError (#2316)\n\nAll MCPs share one Box session (mcp-shared). When session memory_mb differed\nby command type (512 for python, 1024 for node), the second MCP to call\ncreate_session raised BoxSessionConflictError. Fix: always use 1024 MB for\nthe shared session so python and node MCPs coexist without conflict.\n\nCo-authored-by: dadachann <185672915+dadachann@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(mcp): use uniform session memory_mb=1024 to avoid BoxSessionConfl…",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-07-04T01:55:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c5d7e3dcb10691788c6f7fe3d5560218ef9240a0",
          "body": "… fix) (#2315)\n\nCo-authored-by: dadachann <185672915+dadachann@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(deps): pin langbot-plugin 0.4.12 (BoxManagedProcessSpec.memory_mb…",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-07-04T01:31:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cd6d5d9c2f80939533774ec9c6e8aa8e0f499001",
          "body": "…OOM fix (#2314)\n\n* fix(mcp): bump default memory to 1024MB for node (npx) stdio MCP servers\n\nNode.js MCP servers (npx/bunx) were being OOM-killed (return_code=137) by the\ndefault 512MB nsjail cgroup_mem_max. Node V8 reserves large virtual address\nspace and instantiates WebAssembly modules (undici l\n[…]\nore(deps): pin langbot-plugin 0.4.10 (per-process memory_mb fix)\n\n* chore: update uv.lock for langbot-plugin 0.4.10\n\n---------\n\nCo-authored-by: dadachann <185672915+dadachann@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(mcp): pin langbot-plugin 0.4.10 - per-process memory_mb for node …",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-07-04T01:03:43Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1f7d9339fc8ec0dc400e8fa8e6c536909a1ab1fd",
          "body": "…ers (#2313)\n\nNode.js MCP servers (npx/bunx) were being OOM-killed (return_code=137) by the\ndefault 512MB nsjail cgroup_mem_max. Node V8 reserves large virtual address\nspace and instantiates WebAssembly modules (undici llhttp) on startup, easily\nexceeding 512MB resident. This caused every node-based\n[…]\npx/bunx/pnpm, default memory_mb to 1024 unless\nthe operator explicitly set a value. Python/uvx servers keep the 512MB default.\n\nCo-authored-by: dadachann <185672915+dadachann@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(mcp): bump default memory to 1024MB for node (npx) stdio MCP serv…",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-07-04T00:31:08Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f3b5fcfb7c438992e250be19f460862370da9c10",
          "body": "Co-authored-by: Hyu <chenhyu@proton.me>",
          "is_bot": false,
          "headline": "fix mcp sidebar status sync (#2312)",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-07-03T12:23:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ffabb91bfe25f5d686fe6f9da0f5317350d3c342",
          "body": "Co-authored-by: dadachann <185672915+dadachann@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(mcp): add missing MCPLogs import to MCPForm (#2311)",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-07-03T09:59:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "96c84740dbe266bc9f5d6c97c714042854e4a9f1",
          "body": "* feat(mcp): add logs tab to MCP server detail panel\n\n- Add MCPLogs component mirroring PluginLogs functionality\n- Add getMcpServerLogs API method to BackendClient\n- Add logs tab to MCPForm detail panel (edit mode only)\n- Add i18n keys (tabLogs, logsLevelAll, logsRefresh, logsAutoRefresh, logsEmpty)\n[…]\nlogs tab\n\n* style: fix prettier in i18n locale files\n\n---------\n\nCo-authored-by: dadachann <dadachann@users.noreply.github.com>\nCo-authored-by: dadachann <185672915+dadachann@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat(mcp): add logs tab to MCP server detail panel (frontend) (#2310)",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-07-03T08:52:15Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "85b5b5b54b87f12c6a5e66eb4a0bd616dec90dd4",
          "body": "- Add log buffer (_log_buffer: deque with maxlen=500) to RuntimeMCPSession\n- Capture stderr from Box managed process in monitor_process_health loop\n- Add get_mcp_server_logs service method with limit and level filtering\n- Add GET /servers/<server_name>/logs HTTP endpoint\n- Parse log level from stderr lines (error/warning/debug/info)\n- Tests passing: 211 passed, 12 skipped\n\nCo-authored-by: dadachann <185672915+dadachann@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat(mcp): add MCP server log panel backend (#2308)",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-07-03T08:05:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "28bffdef21d812595844eeea77b168eac44ba328",
          "body": "…path (#2309)\n\n_ColdStartRetry was caught in _lifecycle_loop_with_retry which set\n_preserve_managed_process = True — but by then the finally block inside\n_lifecycle_loop had already run and called _cleanup_box_stdio_session(),\nstopping the live managed process (return_code=143 SIGTERM). The cold-sta\n[…]\nly block then\nsees the flag and skips stop_managed_process, leaving the live process\nuntouched for the next handshake attempt.\n\nCo-authored-by: dadachann <185672915+dadachann@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(mcp): set _preserve_managed_process before finally in cold-start …",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-07-03T07:26:18Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "bf3c96026b8b508cfa2bf2cd232e37624b3f96fe",
          "body": "…ner exit stack (#2307)\n\nThe previous _TransferredStack approach broke anyio lexical context:\nwebsocket_client/ClientSession use anyio task groups whose cancel scope is\nbound to the frame that entered them. Deferring their aclose via a transferred\nexit stack left the underlying memory streams closed\n[…]\nts: cold-start raises _ColdStartRetry (not fatal) when process\n  is alive; raises fatal error when process has actually exited\n\nCo-authored-by: dadachann <185672915+dadachann@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(mcp): fix cold-start connection drop by using lexically-intact ow…",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-07-03T06:58:40Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ed9343c68634e3237903bae41984fb64622aad60",
          "body": "…306)\n\nA node/npx stdio MCP server (e.g. firecrawl-mcp via npx -y) failed on first\nconnect with Connection closed / Failed after 4 attempts, even though the\nprocess was fine. An npx cold start downloads+installs the package before the\nserver can answer the MCP handshake (measured ~27s for a simple o\n[…]\ne first two handshakes with the process alive and\nasserts the loop retries to success while starting the process exactly once.\n\nCo-authored-by: dadachann <185672915+dadachann@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(mcp): retry the stdio handshake during slow (npx) cold starts (#2…",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-07-03T06:16:57Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9a8cdde86cdec2a2adfc3e463a738b1981680e87",
          "body": "…nt tests) (#2304)\n\n* refactor(mcp): make MCP test reuse the shared Box session instead of a per-test session\n\nTesting an MCP server (config-page \"test\" button) previously spun up a fresh\nisolated mcp-test-<uuid> Box session every time: cold-start the container, run\nthe dependency bootstrap, probe, \n[…]\nopping another server's process.\n\n* chore(deps): pin langbot-plugin 0.4.9 for the nsjail RLIMIT_AS node/npx MCP fix\n\n---------\n\nCo-authored-by: dadachann <185672915+dadachann@users.noreply.github.com>",
          "is_bot": false,
          "headline": "refactor(mcp): make MCP test reuse the shared Box session (near-insta…",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-07-03T05:14:14Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a2655e16f8dc0f1bce53cd3d7d7ecd1e9e19f74e",
          "body": "…ers (#2303)\n\n* fix(mcp): survive transient WS transport drops for Box stdio MCP servers\n\nA Box-backed stdio MCP server (e.g. pab1it0/prometheus) would periodically\nerror on the frontend with Box managed process exited unexpectedly /\nFailed after 4 attempts once the session had been alive for a whil\n[…]\nplace.\n\n* style(mcp): ruff format\n\n* chore(deps): pin langbot-plugin 0.4.8 for the managed-process WS heartbeat fix\n\n---------\n\nCo-authored-by: dadachann <185672915+dadachann@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(mcp): survive transient WS transport drops for Box stdio MCP serv…",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-07-03T04:24:24Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f89611f39afacc6fdc8cf81218fb22d78e3da07b",
          "body": null,
          "is_bot": false,
          "headline": "chore: release v4.10.5",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-07-02T16:59:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "04a199a3b200b7e18560ba48b01419f43e561fe4",
          "body": "Fixes #2301",
          "is_bot": false,
          "headline": "fix: preserve MCP server ids with slashes",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-07-02T16:17:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f85278f98bfbe9cc3bb49bc12d67261de7a8ac16",
          "body": null,
          "is_bot": false,
          "headline": "Fix monitoring CI regressions",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-07-02T09:22:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0ce382fc8b8dd07bc05d3fcd9d9855f8cab11600",
          "body": null,
          "is_bot": false,
          "headline": "Improve pipeline monitoring and AI tab resilience",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-07-02T08:53:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e32e515bc9de956c8a44ae4a73d7a04a98683d98",
          "body": null,
          "is_bot": false,
          "headline": "Tone down tool call bubbles",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-07-02T08:53:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c809e3d14fccb74d0c768eb57c5e85547782589e",
          "body": null,
          "is_bot": false,
          "headline": "Add tool call observability",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-07-02T08:53:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b1bc05d5d3f0609fc9a8fc5d0155272016b55024",
          "body": null,
          "is_bot": false,
          "headline": "Improve monitoring conversation turns",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-07-02T08:53:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "13dba887d541421bf6499d12046b53dd62e419a2",
          "body": null,
          "is_bot": false,
          "headline": "fix(wecomcs): implement proactive text sends (#2300)",
          "author_name": "Stevenqin",
          "author_login": "StevenQinDev",
          "committed_at": "2026-07-02T06:39:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cc7a13158e1af1817b0b701c50a50ea1e1d00659",
          "body": "* fix(aiocqhttp): resolve group member metadata\n\n* style: ruff format",
          "is_bot": false,
          "headline": "fix(aiocqhttp): resolve group member metadata (#2298)",
          "author_name": "彼方",
          "author_login": "BiFangKNT",
          "committed_at": "2026-07-01T12:00:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7de7c7f714a7713d42db814234b3c9e7ccde8937",
          "body": null,
          "is_bot": false,
          "headline": "docs: update Product Hunt badge to featured",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-30T12:23:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "85923e3d7b51374f3253433c2261821862d4a5b3",
          "body": null,
          "is_bot": false,
          "headline": "fix(migrations): shorten mcp resource revision id",
          "author_name": "Junyan Qin",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-30T11:39:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c7c6c5dc516150146cc26d5fa923d72cbf15cb78",
          "body": null,
          "is_bot": false,
          "headline": "fix(i18n): add skill tools tooltip translations",
          "author_name": "Junyan Qin",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-30T11:37:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b056646696fcd31e69c9da7debabf49b59366420",
          "body": null,
          "is_bot": false,
          "headline": "fix(migrations): add mcp resource preferences",
          "author_name": "Junyan Qin",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-30T11:36:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "096ec1a8cebfb65cce67f65c01e36779b5ed87b4",
          "body": "* feat(mcp): support mcp resources\n\n* feat(web): split MCP resources into tab\n\n* docs: add MCP resources PR review\n\n* feat(mcp): productionize resource support\n\n* feat(mcp): scope local agent tools and resources\n\n* fix(web): gate space embedding models behind login\n\n* fix(web): prevent clipped space\n[…]\n: expose skill authoring tools in selector\n\n---------\n\nCo-authored-by: yang.xiang <yang.xiang@advancegroup.com>\nCo-authored-by: Hyu <chenhyu@proton.me>\nCo-authored-by: Junyan Qin <rockchinq@gmail.com>",
          "is_bot": false,
          "headline": "feat(mcp): support mcp resources (#2215)",
          "author_name": "advancer-young",
          "author_login": "advancer-young",
          "committed_at": "2026-06-30T11:16:30Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2618e06492550e017babeb18e2204215d902bbe5",
          "body": null,
          "is_bot": false,
          "headline": "docs: update 302.AI referral link to share.302ai.cn",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-30T09:10:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5c8c0eb17b30cfca8e1037f24909d3e069926cc1",
          "body": null,
          "is_bot": false,
          "headline": "test: use package import paths (#2297)",
          "author_name": "彼方",
          "author_login": "BiFangKNT",
          "committed_at": "2026-06-30T02:51:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ccc51522cfb853e2a3960e4e4a5c9968901e1dcc",
          "body": "* fix(aiocqhttp): normalize image and voice base64 payloads\n\n* fix(aiocqhttp): support file messages from base64 payloads\n\n* test(aiocqhttp): use package import path",
          "is_bot": false,
          "headline": "fix(aiocqhttp): normalize base64 media payloads (#2296)",
          "author_name": "彼方",
          "author_login": "BiFangKNT",
          "committed_at": "2026-06-30T02:51:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6a99a83f2d0f66b3154481ea095f284965206d44",
          "body": null,
          "is_bot": false,
          "headline": "chore(scripts): mark scripts executable (#2295)",
          "author_name": "彼方",
          "author_login": "BiFangKNT",
          "committed_at": "2026-06-30T02:50:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ebab5343cf980d5622cc5371d0732a1add5e5495",
          "body": "Co-authored-by: dadachann <185672915+dadachann@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(i18n): add bots.admins keys to all locale files (#2292)",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-06-27T09:38:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b97cc800d3eb93560a72eef671ccd066f905f693",
          "body": "* feat(platform): migrate bot admins from config.yaml to database\n\n- Add BotAdmin ORM model (bot_admins table) scoped per bot_uuid\n- Add Alembic migration 0007 to create table and migrate legacy config admins\n- Remove top-level admins key from config.yaml template\n- Add GET/POST/DELETE /api/v1/platf\n[…]\nplicate platform/person label in session list and chat header\n- Migrate existing malformed session_id records in DB\n\n---------\n\nCo-authored-by: dadachann <185672915+dadachann@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat(platform): migrate bot admins from config.yaml to database (#2289)",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-06-27T09:18:19Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "48905ea0801da8540727b8092a55b38c3a5e51bb",
          "body": "* feat(plugin): report deferred response delivery failures\n\n* style: fix ruff format issues in plugin_diagnostics and test_handler_actions\n\n---------\n\nCo-authored-by: RockChinQ <45992437+RockChinQ@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat(plugin): report deferred response delivery failures (#2287)",
          "author_name": "彼方",
          "author_login": "BiFangKNT",
          "committed_at": "2026-06-26T15:45:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ddb77fc43cd8ef5f94fe3476a0d36d30c35fe7db",
          "body": "The /change-password and /bind-space endpoints already refuse when\nsystem.allow_modify_login_info is false, but /set-password did not,\nleaving a path to alter login credentials on locked-down deployments\n(e.g. public demo instances). Apply the same guard.\n\nCo-authored-by: dadachann <185672915+dadachann@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(api): guard /set-password with allow_modify_login_info (#2288)",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-06-26T08:35:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5b2826fa49d0a5062f0a41b9ea01d2c52cb28a67",
          "body": "* Add performance and reliability QA gates\n\n* test(skills): prepare user path performance gate\n\n* test(skills): add debug chat load gate\n\n* test(skills): extend fake provider load profiles\n\n* test(skills): add debug chat timing and isolation probes\n\n* test(skills): clarify manual QA perf gates",
          "is_bot": false,
          "headline": "Add performance and reliability QA gates (#2283)",
          "author_name": "huanghuoguoguo",
          "author_login": "huanghuoguoguo",
          "committed_at": "2026-06-25T13:02:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "20636ac432ba89bfb59049221d8e6aa0b78c35f8",
          "body": "…load\n\nfix(api): offload password hashing from event loop",
          "is_bot": false,
          "headline": "Merge pull request #2284 from langbot-app/fix/api-password-thread-off…",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-06-25T12:31:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "af4260254768fb3d16d8f58b1688597acaea95f8",
          "body": "fix(monitoring): tolerate null API payloads",
          "is_bot": false,
          "headline": "Merge pull request #2285 from langbot-app/fix/monitoring-null-payloads",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-06-25T12:26:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "53b20e2b1380c02f69592e3fe81f9af848e7eb71",
          "body": "Normalize monitoring API responses before rendering so empty or error payloads with data:null cannot crash the dashboard. Also guard chart, token, and box session arrays before reading length/map.",
          "is_bot": false,
          "headline": "fix(monitoring): tolerate null API payloads",
          "author_name": "dadachann",
          "author_login": "dadachann",
          "committed_at": "2026-06-25T12:22:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1242dc2d21371c410ad17200a7a5b5d73a2a2afe",
          "body": null,
          "is_bot": false,
          "headline": "fix(api): offload password hashing from event loop",
          "author_name": "dadachann",
          "author_login": "dadachann",
          "committed_at": "2026-06-25T10:29:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "04628d93cb4792eca6455eea5327e1513b6dc389",
          "body": null,
          "is_bot": false,
          "headline": "docs: add architecture guide for agents",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-25T08:17:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9c22a1521ce88c3de6bae788a659b1bf231844e9",
          "body": null,
          "is_bot": false,
          "headline": "fix(box): defer separated workspace ownership to runtime",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-25T04:09:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c8d503958052356575536e9fefc478749e7e1685",
          "body": null,
          "is_bot": false,
          "headline": "feat(box): expose Docker CPU limit toggle",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-25T03:31:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "85d8d9304ecdc2cba1727898ab2433c92f5b24af",
          "body": null,
          "is_bot": false,
          "headline": "fix(web): keep feedback dialog interactive",
          "author_name": "dadachann",
          "author_login": "dadachann",
          "committed_at": "2026-06-24T14:10:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "76471af179d12e669cf99202e8f6a404d40c3c35",
          "body": "Co-authored-by: dadachann <185672915+dadachann@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat(web): add sidebar feedback popover",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-06-24T08:43:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "59b2a7cd51a40240e0c03703c46db167d4eb5333",
          "body": null,
          "is_bot": false,
          "headline": "fix(monitoring): hide disabled box status on cloud",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-23T10:40:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a43978ff24a5dc6548df4cdddaf4e8e10df4e412",
          "body": null,
          "is_bot": false,
          "headline": "chore(release): bump version to 4.10.4",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-23T01:15:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e3417dd20b32c583300bad30fbd429bbab4d173d",
          "body": null,
          "is_bot": false,
          "headline": "fix(release): derive package version from metadata",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-23T01:10:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2982e7c55329eaea373b2928a8f0f7bf9f71107d",
          "body": null,
          "is_bot": false,
          "headline": "chore(release): bump version to 4.10.3",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-22T15:12:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e1e14e926909f790b2934ff2d1bd602464d26d25",
          "body": null,
          "is_bot": false,
          "headline": "chore(deps): bump langbot-plugin to 0.4.6",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-22T15:08:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1c128a15248b5e8b0a459fe48624ead297970032",
          "body": "…vention (root README.md must be English; other langs in readme/)",
          "is_bot": false,
          "headline": "docs(skills/langbot-plugin-dev): document marketplace README i18n con…",
          "author_name": "Junyan Chin",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-22T06:39:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8ad1203fd5736289fd25900d314d67897b6a14f5",
          "body": "Move the Page Bot (web_page_bot) embed test page out of the repo root into\nexamples/web-page-bot/ as a proper, LangBot-styled demo: a self-contained\nindex.html that loads the live widget.js against a running instance, plus\nbilingual READMEs mirroring examples/http-bot/.",
          "is_bot": false,
          "headline": "docs(examples): add web-page-bot embed demo, drop stray test-embed.html",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-22T06:17:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "144bec371c319b2c5f06bc987b29707a233fb90d",
          "body": "* docs(platform): add HTTP Bot adapter design (RFC)\n\nStandalone server-to-server HTTP adapter for driving a pipeline from external\nsystems (LangBot Space ticketing et al). Inbound via the existing unified\nwebhook route; outbound via signed callback POSTs. Preserves pipeline-native\nN->1 aggregation a\n[…]\nto docs.langbot.app\n\n* style(platform): make http_bot icon a transparent monochrome </> so WebUI tints it like other adapters\n\n* Revert to colorful </> badge for http_bot icon (WebUI renders it as-is)",
          "is_bot": false,
          "headline": "feat(platform): standalone HTTP Bot adapter (server-to-server) (#2274)",
          "author_name": "Junyan Chin",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-22T05:38:00Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "74a18191dd34cf7f336f62891100ed3464179797",
          "body": "The plain `docker compose up -d` leaves the Box sandbox runtime off\n(it's gated behind the box/all profile), so sandbox tools, skill\nadd/edit and stdio MCP don't work out of the box. Use\n`docker compose --profile all up -d` across all 9 README translations so\nthe default quick-start brings up the sandbox-capable stack.",
          "is_bot": false,
          "headline": "docs(readme): default docker compose command starts the sandbox",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-21T17:18:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a15c98eb06db0e202a178d5145f59a95d91b18b2",
          "body": "The in-product plugin/add-extension help links went through\nlink.langbot.app/{lang}/docs/plugins, which now 404s (it resolved to the\nremoved /usage/plugin/plugin-intro path). Point them directly at the\ncurrent docs page docs.langbot.app/{lang}/plugin/plugin-intro (verified\n200 for zh/en/ja).",
          "is_bot": false,
          "headline": "fix(web): point plugin help links to working docs URL",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-21T16:59:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cbe17cde6c518d1629705c0b01f9fd10d766094d",
          "body": "The previous truncate/shrink-0 pass only touched leaf nodes, but the\nmin-content floor was set by two ancestors: the flex-1 left group lacked\nmin-w-0, and CardHeader is a CSS grid whose implicit single column\ndefaults to min-content. Constrain both (min-w-0 on the header grid +\nexplicit grid-cols-[minmax(0,1fr)], min-w-0 on the inner flex groups) so\nthe provider name / base_url+key subtitle actually truncate instead of\nforcing the card — and the whole settings modal — wider than the viewport.",
          "is_bot": false,
          "headline": "fix(web): provider card overflow on mobile via grid/flex min-width floor",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-21T16:54:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "876e8bf80475e375eacbdddb99b9c2cb907f2fd3",
          "body": "- PanelToolbar: allow wrapping and tighten padding on small screens so the\n  primary action (e.g. \"创建 API 密钥\") no longer runs off the dialog edge.\n- ProviderCard header: let the provider name truncate and pin the model-count\n  badge and right-side action group with shrink-0 so credits / + controls stay\n  inside the card on narrow viewports.",
          "is_bot": false,
          "headline": "fix(web): mobile overflow in settings panels",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-21T16:48:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b3848c9d05037bf8b6a5198ba93cefca7d9e2d6a",
          "body": "Radix tooltips open on hover/focus only and stay closed on touch input,\nso on mobile every hover tooltip was unreachable. Detect coarse/no-hover\npointers via matchMedia and drive the tooltip's open state ourselves so a\ntap on the trigger toggles it. Desktop hover/focus behaviour is unchanged\n(we only intercept the tap when the device has no hover capability). Fixes\nall tooltips app-wide from the shared primitive.",
          "is_bot": false,
          "headline": "feat(web): make tooltips tap-toggleable on touch devices",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-21T16:46:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "85743cc75f3faf16cd751bafaf77e4d09d6f0e55",
          "body": "The PostgreSQL migration test had the same hardcoded 0005 head\nassertion as the SQLite one; resolve the actual head from the Alembic\nScriptDirectory so 0006 (and future migrations) don't break it.",
          "is_bot": false,
          "headline": "fix(tests): make Postgres migration head test revision-agnostic",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-21T16:10:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c689b10c0da4b002ad976b554f7e7a9a6fd10446",
          "body": "…ision-agnostic\n\nCI follow-up to the local/remote MCP work:\n\n- Apply ruff format to provider/tools/loaders/mcp.py and the 0006\n  normalize-remote-mode migration (Lint job failed on formatting).\n- test_migrations.py hardcoded the head revision as 0005_*, which broke\n  once 0006 landed. Resolve the actual head from the Alembic\n  ScriptDirectory so future migrations don't require editing the test.",
          "is_bot": false,
          "headline": "fix(mcp): ruff format remote-mode files; make migration head test rev…",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-21T16:04:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "812b1fff4c61630ca0a1b33fa2b648c88cb03349",
          "body": "… auto-refresh as switch\n\nTwo unrelated frontend fixes:\n\n- LanguageSelector mounts each time the sidebar account dropdown opens and\n  unconditionally called i18n.changeLanguage() on mount, emitting a\n  languageChanged event even when the language was unchanged. That handed\n  every useTranslation() c\n[…]\nhange.\n\n- Plugin logs auto-refresh control changed from a toggle Button to a\n  Switch + Label; the on/off button i18n keys are replaced by a single\n  static logsAutoRefresh label across all 8 locales.",
          "is_bot": false,
          "headline": "fix(web): stop spurious page refresh on account menu open; plugin log…",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-21T15:58:01Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9daf22d6613816c159467e9f296a066aef5870c8",
          "body": "…+ countdown ring)\n\nPort the Space marketplace recommendation carousel UX into the in-app\nadd-extension page: a 10s auto-advance driven by a smooth countdown ring\nthat doubles as a pause/resume toggle, and manual prev/next now reset the\ncountdown. Adds market.recommendation.{pause,resume} across 8 locales.",
          "is_bot": false,
          "headline": "feat(plugin-market): align recommendation carousel with Space (pause …",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-21T15:48:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "42a2c70b145bae82355d174df9a832c734361b4a",
          "body": "Replace fixed grid-cols breakpoints (which forced up to 4 narrow cards on\nwide screens) with auto-fill columns and a 24rem minimum card width on\nboth the main market grid and the featured recommendation rows. The\nfeatured rows already measure real column count via ResizeObserver, so\npagination adapts automatically.",
          "is_bot": false,
          "headline": "style(plugin-market): widen marketplace cards via auto-fill min width",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-21T15:21:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "64ed6d994ba1ac1544e8f45d4ea462a1e909a9f2",
          "body": "Replace the three-way transport choice (stdio / sse / httpstream) for\nconnecting LangBot to external MCP servers with two modes: local (stdio)\nand remote. Remote servers only require a URL; the runtime auto-detects\nthe transport (tries Streamable HTTP, falls back to SSE).\n\n- provider/tools/loaders/m\n[…]\n edit auto-maps legacy sse/http to remote; show tools after test in\n  create mode from task metadata; remove dead plugins/mcp-server/ tree\n- i18n: local/remote labels + mode/url hints across 8 locales",
          "is_bot": false,
          "headline": "feat(mcp): simplify external MCP server config to local/remote modes",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-21T15:20:32Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2ff854f79ae867d03c9e2404e0d356eacbc42d25",
          "body": "…tdio MCP servers\n\nThe final runtime image (used by langbot/plugin_runtime/box) shipped uv and\ndocker-cli but no node, so any npx-launched stdio MCP server inside the box\nsandbox exited with return_code=127 (command not found). Install Node.js 22\nLTS via NodeSource; node/npx land in /usr/bin, which is on the nsjail\nread-only mount whitelist (_READONLY_SYSTEM_MOUNTS) and is bound into the\nsandbox chroot automatically.",
          "is_bot": false,
          "headline": "build(Dockerfile): install Node.js LTS so sandbox can run npx-based s…",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-21T12:15:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "52c096ea4c7b3dac8f52c49a78a3249505984053",
          "body": "Python (pyproject.toml + uv.lock):\n- aiohttp 3.14.0 -> 3.14.1 (8 alerts: medium+low)\n- cryptography -> 49.0.0 (high, floor 48.0.1)\n- langchain -> 1.3.10 (medium, floor 1.3.9)\n- langsmith -> 0.8.18 (high)\n- starlette 1.2.1 -> 1.3.1 (high+low, transitive)\n- pydantic-settings 2.12.0 -> 2.14.2 (medium, \n[…]\nupstream patch, left + reported):\n- chromadb critical <=1.5.9 (1.5.9 is latest)\n- PyPDF2 medium (deprecated; needs pypdf migration)\n\nVerified: uv sync + import check, pnpm frozen-lockfile, vite build.",
          "is_bot": false,
          "headline": "chore(deps): patch Dependabot vulns (Python + JS)",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-21T11:43:54Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "eda80030b58f39f6dc89a97660e2e583147f8f83",
          "body": "Update instructions for starring and watching the repository.",
          "is_bot": false,
          "headline": "Improve README_CN.md with clearer Star instructions",
          "author_name": "Junyan Chin",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-21T11:34:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dfbd176e420f4d473d146902e0907ff60d5d2d9b",
          "body": "…on langbot.app",
          "is_bot": false,
          "headline": "docs(readme): move Star & Watch CTA after Key Capabilities, host gif …",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-21T11:33:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6ddd24ae6820b87768f0caafd83a74381b03f506",
          "body": null,
          "is_bot": false,
          "headline": "docs(readme): restore Star & Watch CTA with star.gif across all locales",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-21T11:25:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a2cdbb621bf4e848bf95b55e525954b4c67e5714",
          "body": "…or dashboard, plugin detail & models dialog",
          "is_bot": false,
          "headline": "Merge branch 'fix/mobile-responsive-pages': mobile responsive fixes f…",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-20T14:58:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b92d54254b31518bf7da68dc1bb9a46da1064914",
          "body": "… models dialog\n\n- monitoring: stack filters full-width, scrollable tab bar, reduce card/content padding on mobile\n- models dialog: provider form modal no longer overflows viewport on small screens; shared panel body padding shrinks on mobile\n- plugin logs: reduce horizontal padding on mobile",
          "is_bot": false,
          "headline": "fix(web): improve mobile responsiveness of dashboard, plugin detail &…",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-20T14:42:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d22fa82d7caeebf32d4456499b169da03e9e3cf2",
          "body": null,
          "is_bot": false,
          "headline": "fix(skills): bootstrap generated lbs wrapper (#2270)",
          "author_name": "huanghuoguoguo",
          "author_login": "huanghuoguoguo",
          "committed_at": "2026-06-20T09:24:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e9dd5847926e04627f7250393a0e05c47dc885b0",
          "body": "* feat(api): support global API key from config.yaml (api.global_api_key)\n\nAccept a config-defined global API key anywhere a web-UI key is accepted\n(X-API-Key / Bearer), with no login session and no DB record. Useful for\nautomated deployments and AI agents (HTTP API + MCP). Defaults to empty\n(disabl\n[…]\ncs(skills): note MCP instance control in dev/testing skills\n\nAll development-guidance skills now point to the LangBot instance MCP\nserver (/mcp) and the Space marketplace MCP server, reusing API keys.",
          "is_bot": false,
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                "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": "excellent",
        "name": "Engineering Quality",
        "value": 96,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 94,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": true
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "11 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 11
                    }
                  }
                ],
                "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": "eslint.config.mjs",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "eslint.config.mjs"
                    }
                  }
                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "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": "27 out of 27 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": 100,
            "inputs": {
              "topics": [
                "qq",
                "openai",
                "agent",
                "llm",
                "wechat",
                "telegram",
                "dify",
                "discord",
                "deepseek",
                "dingtalk",
                "feishu",
                "lark",
                "ollama",
                "langbot",
                "n8n",
                "plugins",
                "rag",
                "line",
                "coze",
                "kook"
              ],
              "has_wiki": true,
              "homepage": "https://langbot.app",
              "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://langbot.app",
                "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": "20 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 20
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "at_risk",
        "name": "Security",
        "value": 48,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": null,
            "notes": [],
            "value": 47,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 18,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 0,
              "scorecard_aggregate": 4.7
            },
            "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": "27 out of 27 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": "Found 10/30 approved changesets -- score normalized to 3",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 11 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": "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 20 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 not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "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": "40 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 963 resolved dependencies against OSV; 1 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": 963
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 1
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 52,
            "inputs": {
              "source": "osv",
              "advisories": 54,
              "affected_packages": 16,
              "assessed_packages": 963,
              "unassessed_packages": 1,
              "affected_by_severity": "critical 2, high 9, moderate 5",
              "direct_affected_packages": 5
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "5 affected: chromadb 1.4.1 (critical 9.8), pillow 12.2.0 (critical 9.1), axios 1.17.0 (high 8.2), +2 more",
                "points": 4.3,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 5,
                      "packages": "chromadb 1.4.1 (critical 9.8), pillow 12.2.0 (critical 9.1), axios 1.17.0 (high 8.2)"
                    }
                  },
                  {
                    "code": "advisories_affected_more",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "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 1117 days ago",
                "points": 34.6,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_stale",
                    "params": {
                      "days": 90,
                      "count": 1,
                      "oldest": 1117
                    }
                  }
                ],
                "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": 963,
              "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": 5
            },
            "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": "good",
        "name": "AI Readiness",
        "value": 77,
        "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": 0.92,
              "agent_instruction_files": [
                "AGENTS.md",
                "CLAUDE.md",
                "skills/AGENTS.md"
              ],
              "agent_instruction_max_bytes": 4514
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md, CLAUDE.md, skills/AGENTS.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "AGENTS.md, CLAUDE.md, skills/AGENTS.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": "92 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 92,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 77,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "package-lock.json",
                "pnpm-lock.yaml",
                "uv.lock"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [
                "Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "web/tsconfig.json"
              ],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile"
                    }
                  }
                ],
                "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": "eslint.config.mjs",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "eslint.config.mjs"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "web/tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "web/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": "dependency automation configured, none observed in the sampled commits",
                "points": 5,
                "status": "partial",
                "details": [
                  {
                    "code": "dependency_bot_config_only",
                    "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": "good",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 81,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 143014,
              "source_files_sampled": 874,
              "oversized_source_files": 21
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (web/tsconfig.json)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "web/tsconfig.json",
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "21/874 source files over 60KB",
                "points": 53.7,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 874,
                      "oversized": 21
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "moderate",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 60,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "has_mcp_signal": true,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "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": [
    "deps.dev does not index pypi:langbot@4.10.6; advisories assessed against the repository dependency graph instead"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-21T23:08:00.446153Z",
  "schema_version": "0.25.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/l/langbot-app/LangBot.svg",
  "full_name": "langbot-app/LangBot",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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