公开记录
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-29 02:12 UTC

MervinPraison / PraisonAIUI

PraisonAIUI gives you a full-featured AI dashboard with multi-agent chat, memory, skills, sessions, and 19 admin pages — all from a single app.py. It also supports YAML-driven chat bots and static documentation sites.

Python · JavaScript · TypeScript未检测到许可证★ 10 星标⑂ 7 复刻始于 2026年1月在 GitHub 上查看 ↗

MervinPraison/PraisonAIUI 的健康指数为 100 分中的 62 分,处于「中等」区间。 其得分最高的类别是Vitality(86/100),最低的是Security(30/100)。 最近一次更新在今天。 近期的大部分工作由 1 位贡献者完成。

62
总分 / 100
中等

软件健康指数

指标归入加权类别,统一采用 1–100 量表。总体分先取类别加权平均;当公开证据触发高风险司法辖区政策时,评级会按政策调整,并设置 49(有风险)的上限。AI 就绪度不计入总体分。

62
优秀85-100堪称典范;基本满足所有检验标准
良好70-84健康;仅有轻微不足
中等50-69可接受,但存在明显不足;建议进行审查
存在风险30-49存在重大薄弱环节;采用时应保持审慎
危急1-29问题严重(项目被弃置、仅有单一维护者、缺乏基本工程规范)
活力社区与采用可持续性与治理工程质量安全AI 就绪度

评分画像

每条轴代表一个类别。形状比平均值更重要——健康的对象会填满整个图形,而“一峰一谷”式画像意味着某一维度的优势正掩盖另一维度的风险。

所有权

Mervin Praison个人账户
1,142 关注者348 个公开仓库始于 2010年10月

该仓库由个人账户拥有。相较于组织支持的项目,单一所有者项目的延续性风险更高。

软件包生态系统

注册表软件包版本月下载量版本数最近发布标签
PyPIaiui0.3.13738,2911390 天前aiuiclidocsgeneratorwebsiteyaml

按类别列示的指标

活力

项目是否仍有生命——是否仍在编写代码,是否仍在发布版本?

86优秀 · 占总体的 22%
评分方式
36/36推送新近度 — 最近一次推送于 0 天前
12.5/36提交节奏 — 52 周中有 18 周有提交
18/18提交量 — 最近一年 409 次提交
10/10OpenSSF Scorecard:Maintained — 30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year409
human_commit_share0.48
days_since_last_push0
active_weeks_last_year18

发布纪律

100优秀
评分方式
27/27有发布版本 — 已发布 10 个发布版本
36/36发布时效 — 最近一次发布版本于 0 天前
27/27发布节奏 — 约每 2.2 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — 无数据
所用输入
releases_count10
latest_release_tagv0.3.137
releases_from_tags
days_since_latest_release0
mean_days_between_releases2.2
已排除计分(无数据或不适用):OpenSSF Scorecard:Signed-Releases。 其余权重已重新归一化。

社区与采用

项目是否拥有用户、下载量与关注度,并具备欢迎贡献者参与的配置?

37存在风险 · 占总体的 18%
评分方式
15.5/60星标 — 10 个星标
6.5/25复刻 — 7 个复刻
0/15关注者 — 0 位关注者
所用输入
forks7
stars10
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

25危急
评分方式
22.5/22.5README
0/22.5许可证 — 未检测到许可证文件
0/18CONTRIBUTING 指南
0/13.5行为准则
0/7.2议题模板
0/6.3PR 模板
所用输入
has_readme
has_license
has_contributing
has_issue_template
has_code_of_conduct
has_pull_request_template
评分方式
61.1/80月度下载量 — pypi 合计每月 38,291 次下载
0/20注册表被依赖数 — 该生态系统不报告此项
所用输入
packagesaiui
dependents
ecosystemspypi
total_downloads
monthly_downloads38,291
已排除计分(无数据或不适用):注册表被依赖数。 其余权重已重新归一化。

可持续性与治理

项目能否在其成员之外延续——巴士系数、响应能力、由谁支持,以及软件包的维护状况?

61中等 · 占总体的 24%
评分方式
9/54巴士系数 — 1 位贡献者贡献了半数提交
0/22.5提交分布 — 头号贡献者编写了 100% 的提交
1.4/13.5贡献者广度 — 1 位贡献者
0/10OpenSSF Scorecard:Contributors — project has 0 contributing companies or organizations -- score normalized to 0
所用输入
bus_factor1
contributors_sampled1
top_contributor_share1
评分方式
43.2/46.8议题解决 — 92% 的议题已关闭
37.9/38.3PR 接受 — 已裁定的 PR 中 110/111 已合并
0/15OpenSSF Scorecard:Code-Review — Found 0/18 approved changesets -- score normalized to 0
所用输入
merged_prs110
open_issues10
closed_issues123
issue_closed_ratio0.925
closed_unmerged_prs1
评分方式
10/30所有权背书 — 个人(用户)账户
0/20已验证域名 — 不适用于个人账户
22/25所有者影响力 — MervinPraison 有 1,142 位关注者
25/25既往记录 — 348 个公开仓库,账户约 15 年
所用输入
followers1,142
owner_typeUser
is_verified
owner_loginMervinPraison
public_repos348
account_age_days5,754
已排除计分(无数据或不适用):已验证域名。 其余权重已重新归一化。
评分方式
25/25已发布且可解析 — pypi 上有 1 个软件包
35/35发布时效 — 最近一次发布于 0 天前
20/20版本历史 — 139 个已发布版本
20/20未被弃用 — 活跃,未被弃用或撤回
所用输入
packagesaiui
ecosystemspypi
any_deprecated
min_days_since_publish0

工程质量

基础的工程与文档实践是否到位?

86优秀 · 占总体的 20%

工程实践

84良好
评分方式
24/24CI 工作流 — 11 个工作流
24/24存在测试
16/16Linter 配置 — eslint.config.js
0/9.6Pre-commit 钩子
0/6.4.editorconfig
20/20OpenSSF Scorecard:CI-Tests — 14 out of 14 merged PRs checked by a CI test -- score normalized to 10
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config

文档

90优秀
评分方式
30/30README
25/25文档目录
15/15文档 / 主页站点 — http://ui.praison.ai/
10/10仓库描述
0/10主题标签
10/10Wiki
所用输入
topics
has_wiki
homepagehttp://ui.praison.ai/
has_readme
has_docs_dir
has_description

安全

可见的安全与供应链实践是否稳固,且不存在未解决的高风险司法辖区暴露?

30存在风险 · 占总体的 16%

安全态势

30存在风险
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
2.5/2.5CI-Tests — 14 out of 14 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
0/7.5Code-Review — Found 0/18 approved changesets -- score normalized to 0
0/2.5Contributors — project has 0 contributing companies or organizations -- score normalized to 0
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
0/2.5许可证 — license file not detected
7.5/7.5Maintained — 30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — 无数据
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 — 无数据
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 172 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate3
已排除计分(无数据或不适用):packaging, signed_releases。 其余权重已重新归一化。

AI 就绪度

该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件?这是一枚独立的实验性徽章——权重为 0.0,因此单独呈现,不影响总体健康评分。

69中等 · 占总体的 0%
评分方式
45/45代理指令 — AGENTS.md
0/15机器可读文档(llms.txt)
40/40可读的提交历史 — 48 次人类提交中有 38 次说明了意图(结构化标题或解释性正文)
所用输入
has_llms_txt
legible_history_share0.792
agent_instruction_filesAGENTS.md
agent_instruction_max_bytes5,325
评分方式
0/18一条命令的引导启动
22/22自动化测试
11/11Lint / 格式化配置 — eslint.config.js
11/11静态类型检查 — src/frontend/tsconfig.json, src/praisonaiui-ts/tsconfig.json
10/10可复现环境 — Dockerfile, lockfile
10/10已体现的代理实践 — 最近 100 次提交中有 23 次由代理编写或署名代理
0/8自动化维护 — 未观察到自动依赖更新
0/10OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
所用输入
has_nix
has_tests
lockfilespackage-lock.json, uv.lock
has_dockerfile
typed_language
bootstrap_files
has_devcontainer
has_linter_config
typecheck_configssrc/frontend/tsconfig.json, src/praisonaiui-ts/tsconfig.json
agent_commit_share0.23
toolchain_manifests
dependency_bot_commit_share0
评分方式
27/45可类型检查的代码 — Python,已配置类型检查(src/frontend/tsconfig.json, src/praisonaiui-ts/tsconfig.json)
54.4/55可控的文件大小 — 采样的 516 个源文件中有 6 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes1,286,426
source_files_sampled516
oversized_source_files6

机器可读接口

40存在风险
评分方式
0/40API 模式(OpenAPI/GraphQL/proto)
0/20MCP 服务器
40/40可运行示例 — examples
所用输入
example_dirsexamples
has_mcp_signal
api_schema_files

关键数据

10GitHub 星标
1贡献者
409最近 12 个月提交数
0距最近推送天数
10发布版本数
1巴士系数(bus factor)
10开放议题
PyPI软件包生态系统数

数据采集警告

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
  • deps.dev does not index pypi:aiui@0.3.137; advisories assessed against the repository dependency graph instead

更多细节

Star 与 Fork 历史 0 ★ / 7 ⇿
0Star
7Fork

每颗 star 和每个 fork 的添加时间,来自 GitHub 并按天汇总。累计增长位于其构成来源——每日新增——的正上方,二者可相互对照:稳定的自然增长与短暂的突增形态截然不同。当这一差别可被衡量时,它会作为增长真实性予以报告。

1234567732026-032026-052026-06
OpenSSF Scorecard 3.0 / 10
3.0综合

来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身,而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用,并从安全评分中剔除(绝不按零分计)。Scorecard v5.5.0 · 2026-07-29 02:11 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
10CI-Tests14 out of 14 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/18 approved changesets -- score normalized to 0
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
0Licenselicense file not detected
10Maintained30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10
不适用Packagingpackaging workflow not 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
不适用Signed-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities172 existing vulnerabilities detected
直接依赖 8
注册表软件包版本约束清单文件
PyPIpyyaml>=6.0pyproject.toml
PyPIpydantic>=2.0pyproject.toml
PyPIwatchfiles>=0.21pyproject.toml
PyPIrich>=13.0pyproject.toml
PyPItyper>=0.9pyproject.toml
PyPIuvicorn>=0.29pyproject.toml
PyPIstarlette>=0.37pyproject.toml
PyPIpypdf>=4.0pyproject.toml
全部依赖 未采集

本报告未能采集到解析后的依赖集合:GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

原始 JSON 报告 机器可读
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          "headline": "Merge pull request #245 from MervinPraison/claude/issue-237-20260727-…",
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          "headline": "Merge pull request #244 from MervinPraison/claude/issue-234-20260727-fix",
          "author_name": "praisonai-triage-agent[bot]",
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          "headline": "Merge pull request #243 from MervinPraison/claude/issue-233-20260727-…",
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          "headline": "Merge pull request #242 from MervinPraison/claude/issue-231-20260727-…",
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          "headline": "Merge pull request #241 from MervinPraison/claude/issue-232-20260727-…",
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          "body": "🤖 Generated with [Claude Code](https://claude.ai/code)\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: correct tracing integration test paths to /api/traces (fixes #239)",
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          "headline": "fix: use explicit UTF-8 encoding in CLI integration test fixture (fix…",
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          "is_bot": false,
          "headline": "feat: configurable embedding model + degraded-mode reporting for know…",
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          "headline": "fix: correct tracing API test paths /api/tracing to /api/traces (fixe…",
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          "headline": "feat: safe_print for examples to avoid cp1252 UnicodeEncodeError (fix…",
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          "headline": "fix: specify UTF-8 encoding for frontend source reads in tests (fixes…",
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          "body": "…finops\n\nfeat: Cost FinOps Strip on Overview and Chat (STITCH-013)",
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          "headline": "Merge pull request #230 from MervinPraison/claude/issue-223-20260715-…",
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          "headline": "feat: Cost FinOps Strip on Overview and Chat (fixes #223)",
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          "oid": "c3e330454c62f6774fdabcc4846e9f564c574c44",
          "body": "…000000\n\nfeat: Skills Studio — pending/diff/history for self_improve skill writes",
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          "headline": "Merge pull request #227 from MervinPraison/claude/issue-218-20260715-…",
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          "headline": "Merge pull request #226 from MervinPraison/claude/issue-220-20260715-…",
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          "headline": "Merge pull request #225 from MervinPraison/claude/issue-219-20260715-…",
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          "body": "…000000\n\nfeat: session fork endpoint for Agent Playground (STITCH-011)",
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          "headline": "Merge pull request #224 from MervinPraison/claude/issue-221-20260715-…",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
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          "oid": "1170b264eedc4466635dc76c5d1eb487e18d1f17",
          "body": "The debug-run deep link only pushed the /runs?session= URL state in the\ntraces fallback branch, dropping the session when a runs page exists.\nPush the URL state before navigating in both cases so Run Flight Recorder\n(STITCH-007) receives session context when it lands.\n\nCo-authored-by: Mervin Praison <MervinPraison@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix: preserve session in eval debug deep-link before navigating",
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          "oid": "f0a6b166261a4a0ff07da9e9952a9a5b82415924",
          "body": "The session fork endpoint recorded parent_session_id/agent_id/source via\nds.update_session(metadata=...), but the shipped default stores dropped it:\nSDKFileDataStore.update_session only handled title/platform/icon and\nJSONFileDataStore had no override at all (base no-op). Fork lineage only\nsurvived \n[…]\nregression test asserting fork metadata persists on the default stores.\n\n🤖 Generated with [Claude Code](https://claude.ai/code)\n\nCo-authored-by: Mervin Praison <MervinPraison@users.noreply.github.com>",
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          "headline": "fix: persist fork lineage metadata on default datastores",
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          "body": "Refactor skills.js into a tabbed Skills Studio (Pending, Installed,\nHistory) that surfaces self_improve skill-write approvals, adds a\nside-by-side line diff with raw/preview toggle, and wires approve/deny\nto the existing /api/approvals endpoints. Adds diffLines,\nrenderMarkdownPreview and isSkillApproval helpers, a cross-link from\napprovals.js for skill rows, and skills.* i18n keys.\n\n🤖 Generated with [Claude Code](https://claude.ai/code)\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
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          "headline": "feat: add Skills Studio pending/diff/history workflow (fixes #218)",
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          "oid": "91ff46dcb199a0e95546f352f3fea574aaa5bfc4",
          "body": "Track B session-filter implementation: new /inbox three-pane view that\nderives threads from channel-backed sessions + chat history, persists\nstatus/assignee via session state, replies through the chat transport,\nand deep-links to /chat and /work. Surfaces platform/channel_id in the\nsessions list API.\n\nCo-authored-by: Mervin Praison <Dhivya-Bharathy@users.noreply.github.com>",
          "is_bot": true,
          "headline": "feat: add Channel Inbox unified multi-channel message hub (fixes #220)",
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        {
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          "body": "Refactor the read-only /eval table into a quality cockpit: status strip,\nhero metrics (pass rate, avg score, regressions, total cases), per-agent\nsuite cards with 7-day sparklines and trend arrows, localStorage baseline\ncompare, in-UI run trigger (POST /api/eval/run), and expandable history\nrows tha\n[…]\n?session=)\nwith a /traces fallback. All trend/regression logic is client-derived from\nexisting endpoints; no backend changes.\n\nCo-authored-by: Mervin Praison <Dhivya-Bharathy@users.noreply.github.com>",
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          "headline": "feat: Eval Quality Cockpit regression dashboard (fixes #219)",
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          "body": "POST /api/sessions/{id}/fork branches a chat session into a new child,\ncopying messages up to an optional up_to_index and recording parent\nmetadata. Backend primitive for the Agent Playground (STITCH-011).\n\n🤖 Generated with [Claude Code](https://claude.ai/code)\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
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          "headline": "feat: add session fork endpoint for Agent Playground (fixes #221)",
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          "headline": "Release v0.3.133",
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          "body": "…code-studio\n\nfeat: Code Studio — Monaco editor with sandbox execute and Send to Agent (STITCH-006)",
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          "headline": "Merge pull request #205 from MervinPraison/claude/issue-200-20260714-…",
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          "headline": "Merge pull request #206 from MervinPraison/claude/issue-196-20260714-…",
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          "body": "…0719\n\nfeat: Unified Work Hub /work (STITCH-003)",
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          "headline": "Merge pull request #203 from MervinPraison/claude/issue-197-20260714-…",
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          "body": "…0719\n\nfeat: first-run onboarding gate for gateway auth (STITCH-004)",
          "is_bot": true,
          "headline": "Merge pull request #202 from MervinPraison/claude/issue-198-20260714-…",
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          "body": "…0719\n\nfeat: Agent Command Center overview (STITCH-001)",
          "is_bot": true,
          "headline": "Merge pull request #201 from MervinPraison/claude/issue-195-20260714-…",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
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          "body": "…xes #200)\n\nAdd /code-studio dashboard view: lazy Monaco editor, language picker,\nsandbox execution via existing /api/code/* endpoints, output/errors/artifacts\ntabs, client-side run history, snippet save, and Send to Agent handoff that\nprefills the chat composer via aiui:prefill-composer.\n\n🤖 Generated with [Claude Code](https://claude.ai/code)\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
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          "headline": "feat: add Code Studio view with sandbox execute and Send to Agent (fi…",
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          "author_login": "MervinPraison",
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          "oid": "f0d08f1cc25712155c71a52c3d4b8744d52a2e8a",
          "body": "…000000\n\nfeat: plugin marketplace dashboard page (STITCH-005)",
          "is_bot": true,
          "headline": "Merge pull request #204 from MervinPraison/claude/issue-199-20260714-…",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-14T08:39:29Z",
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        {
          "oid": "32d27c20c8c2b029783e0d7ca051ad0b8eed5381",
          "body": "Interpolated plugin name/description/id/category/version/permissions into\ninnerHTML without escaping, unlike sibling views (mcp.js, channels.js,\nchat.js) which use an esc() helper. Add the same esc() helper and apply it\nfor defense-in-depth and convention consistency.\n\nCo-authored-by: Mervin Praison <MervinPraison@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix: escape server-provided plugin fields in marketplace view (XSS)",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-14T07:46:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c52728c9e3a7aaedaebda7e5c2286ccf2b7e2e39",
          "body": "Declaring pendingHandled (let) and tryDeepLink after the\ncreateInteractiveBoard call that closes over them was a temporal-dead-zone\nhazard. Move them above the board construction and simplify the onOpen\ndeep-link guard.\n\nCo-authored-by: Mervin Praison <MervinPraison@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix: hoist pendingHandled/tryDeepLink above board init in work-hub",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-14T07:44:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "da9d7425b97809e8930ee40ef62776a3bcef9b2e",
          "body": "The first-run onboarding gate stored the gateway bearer token in\nsessionStorage but no dashboard data fetch (/api/pages, /ui-config.json,\nview modules, /api/health, …) attached it, so protected APIs kept\nreturning 401 after \"Connect\" — defeating the feature. Install a\none-time window.fetch wrapper i\n[…]\ne-origin requests when present, preserving any explicit\nAuthorization header and remaining a no-op in standalone/no-token mode.\n\nCo-authored-by: Mervin Praison <MervinPraison@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix: apply onboarding gateway token to all dashboard API calls",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-14T07:44:50Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0b0dfb6f5f14de2efe6cdfe55342b727afde58c2",
          "body": "The overview dispatched an aiui:select-agent CustomEvent that had no\nlistener anywhere, so 'Chat now'/'Chat' buttons navigated to the chat\npage but never pre-selected the agent (dead deep-link). Replace it with\nthe established ?agent=<name> URL param that chat.js already reads on\nmount (chat.js:771), matching the canonical selectSession pattern.\nPass agent name (option value) instead of id so the selector matches.\n\nCo-authored-by: Mervin Praison <MervinPraison@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix: wire 'Chat now' deep-link to existing ?agent= param",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-14T07:43:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b84b9d3ee71b8b141f4ceaceae173ae3cba0c711",
          "body": "…xes #196)\n\nAdd a server-driven context budget indicator to the chat composer:\n- GET /api/chat/context-stats returns a char-based token estimate with a\n  deterministic breakdown (system/tools/messages/memory).\n- Token ring wraps the send button with healthy/warning/critical/over\n  states, dashed arc\n[…]\nntext_update/context_compacted\n  events, and a 5s poll fallback.\n- i18n keys added for en/es/fr.\n\n🤖 Generated with [Claude Code](https://claude.ai/code)\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: composer context token ring, memory chip, compaction banner (fi…",
          "author_name": "MervinPraison",
          "author_login": "MervinPraison",
          "committed_at": "2026-07-14T07:27:36Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "74260cd68a0761b6c19432b8177673d8a825a6ec",
          "body": "Add a /marketplace dashboard view that browses, inspects permissions,\ninstalls, and uninstalls plugins via the existing features/marketplace.py\nbackend. Registers the view in dashboard.js BUILTIN_VIEWS and adds the\npage entry (Agent group) with the /api/marketplace/plugins endpoint.\n\n🤖 Generated with [Claude Code](https://claude.ai/code)\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: add plugin marketplace dashboard page (fixes #199)",
          "author_name": "MervinPraison",
          "author_login": "MervinPraison",
          "committed_at": "2026-07-14T07:26:24Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "00bbdd29a66afbb7c8db2825fc0e57e0be9a2dec",
          "body": "Co-authored-by: Mervin Praison <Dhivya-Bharathy@users.noreply.github.com>",
          "is_bot": true,
          "headline": "feat: add Unified Work Hub /work three-pane surface (fixes #197)",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-14T07:25:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b3c62a9cc0358fc99df0aa919f307c30ced7aa7e",
          "body": "Add a guided 4-step onboarding overlay shown on first visit when the\ndashboard runs in gateway mode and the user is unauthenticated,\nreplacing the raw HTTP 401 experience. The gate runs in dashboard.js\ninit() before buildDashboard() and skips for standalone/authenticated\nusers and when the \"don't show again\" flag is set.\n\nCo-authored-by: Mervin Praison <Dhivya-Bharathy@users.noreply.github.com>",
          "is_bot": true,
          "headline": "feat: first-run onboarding gate for gateway auth (fixes #198)",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-14T07:25:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7998b8ccc04de609a27ac0ea675174133d2ed0e8",
          "body": "…e (fixes #195)\n\nReplace the single-endpoint Overview with a mission-control home that fetches\n9 APIs in parallel (Promise.allSettled): 6 live metric cards with sparklines,\nan active-agents table with a detail drawer, a priority-sorted needs-attention\nfeed with inline approve/deny, a recent-activity\n[…]\nn cleanup. All API strings are HTML-escaped.\n\nAdds reusable metricCard, sparklineSVG, esc and timeAgo helpers to _helpers.js.\n\nCo-authored-by: Mervin Praison <Dhivya-Bharathy@users.noreply.github.com>",
          "is_bot": true,
          "headline": "feat: Agent Command Center overview with live agents, approvals, usag…",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-14T07:24:15Z",
          "body_truncated": true,
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        },
        {
          "oid": "2ebb56f6090df0fcd81a18d24cfe014ecee7d176",
          "body": null,
          "is_bot": false,
          "headline": "Release v0.3.132",
          "author_name": "MervinPraison",
          "author_login": "MervinPraison",
          "committed_at": "2026-07-14T02:00:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6725a5bdf7e112652490b974c0b841e322b8a2ca",
          "body": "…0819\n\nfix: honor aiui run --port for gateway examples that delegate to async main()",
          "is_bot": true,
          "headline": "Merge pull request #194 from MervinPraison/claude/issue-191-20260713-…",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-13T10:12:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f1f953be767ae183410b81ceb7cdd7f6a7645237",
          "body": null,
          "is_bot": false,
          "headline": "Release v0.3.131",
          "author_name": "MervinPraison",
          "author_login": "MervinPraison",
          "committed_at": "2026-07-13T10:08:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ee994b586dacbed7f0e0030e68a2c765c87bbf7f",
          "body": "…120000\n\nfix: isolate OPENAI_API_KEY in realtime lifecycle test",
          "is_bot": true,
          "headline": "Merge pull request #193 from MervinPraison/claude/issue-192-20260713-…",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-13T10:04:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "44428e5caf6b8d45677be7f4548eed714ceb0a1f",
          "body": "Set PORT/HOST env before delegating to a user-defined async main() so\ngateway examples that read os.getenv(\"PORT\") honor the CLI --port flag.\nExplicit env set by the user takes precedence over the CLI flag.\n\nCo-authored-by: Mervin Praison <Dhivya-Bharathy@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix: propagate --port/--host to gateway main() delegation (fixes #191)",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-13T08:25:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1748d6d02331239bf485da84f711668d3de1930b",
          "body": "… #192)\n\n🤖 Generated with [Claude Code](https://claude.ai/code)\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: isolate OPENAI_API_KEY in realtime session lifecycle test (fixes…",
          "author_name": "MervinPraison",
          "author_login": "MervinPraison",
          "committed_at": "2026-07-13T08:21:25Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "a45c3af00617e2c189966cbb3fddbb3b26a79349",
          "body": null,
          "is_bot": false,
          "headline": "Release v0.3.130",
          "author_name": "MervinPraison",
          "author_login": "MervinPraison",
          "committed_at": "2026-07-10T10:49:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b54d94dd5645832efa0e4d5ebac25bcc410a4df2",
          "body": "…0829\n\nfeat: restore Channels dashboard Add/Delete/Test CRUD UI",
          "is_bot": true,
          "headline": "Merge pull request #190 from MervinPraison/claude/issue-189-20260710-…",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-10T10:46:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d9e8b126289ac5e34b8e1afdee714bf9b02f36b7",
          "body": "Restore the + Add Channel modal, per-platform credential fields, setup\nhints, and card actions (Enable/Disable, Restart, Test, Delete) that were\nremoved in the 3961508 refactor. Aligned with #176 secret policy (env\nreferences, no plaintext prefill, inline 400 errors surfaced) and #172\ndropdown contr\n[…]\npi/channels preset to\nthe API Explorer and neutralizes the legacy read-only plugin so it no\nlonger clobbers the managed view.\n\nCo-authored-by: Mervin Praison <Dhivya-Bharathy@users.noreply.github.com>",
          "is_bot": true,
          "headline": "feat: restore Channels dashboard Add/Delete/Test CRUD UI (fixes #189)",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-10T08:34:43Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2fb299a454e981ccd4b410f33c178a14433ab69e",
          "body": null,
          "is_bot": false,
          "headline": "Release v0.3.129",
          "author_name": "MervinPraison",
          "author_login": "MervinPraison",
          "committed_at": "2026-07-09T17:05:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e288fca9cae4e272874e5aaafe950639d4c7031d",
          "body": "…0849\n\nfix: dashboard generator emits main before shellHeader insertBefore (#174)",
          "is_bot": true,
          "headline": "Merge pull request #184 from MervinPraison/claude/issue-174-20260708-…",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-09T16:53:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f3dd9b218dd8f13ecdbc400abb1bdfa3da395274",
          "body": "…120000\n\nfeat: surface user-visible errors for offline chat send",
          "is_bot": true,
          "headline": "Merge pull request #182 from MervinPraison/claude/issue-177-20260708-…",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-09T16:51:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "949a1862daae9e9e694e23c7fb2555231a4d7287",
          "body": "…120000\n\nfix: expose Ctrl+K command palette globally + guard init idempotency",
          "is_bot": true,
          "headline": "Merge pull request #181 from MervinPraison/claude/issue-178-20260708-…",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-09T16:47:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "716754690080f322be4c64b883edca7cfc589ff7",
          "body": "…rebase\n\nThe rebase onto main kept main's showDashboardInitError() helper, which\nsupersedes this PR's showShellError() and renders the same .db-error\nbanner with role=alert. Update the RC-2 assertions to match the surviving\nhelper name; UX guarantee (visible shell error on missing #db-main-content)\nis unchanged.\n\nCo-authored-by: Mervin Praison <MervinPraison@users.noreply.github.com>",
          "is_bot": true,
          "headline": "test: align shell-error assertions with showDashboardInitError after …",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-09T16:10:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e029f6e063798d900a2b612fe0c527951fd03ed4",
          "body": "Add defensive shell error UI in dashboard.js selectPage, offline-aware\nHTTP fallback messaging with toast, role=alert on system error bubbles,\nand a try/catch guard around ws.send in chat.js sendMessage.\n\n🤖 Generated with [Claude Code](https://claude.ai/code)\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: surface user-visible errors for offline chat send (fixes #177)",
          "author_name": "MervinPraison",
          "author_login": "MervinPraison",
          "committed_at": "2026-07-09T16:06:25Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "32e855284064528b2b5f850ce39912d8120b1600",
          "body": "…120000\n\nfix: dark-theme dropdown contrast and sidebar header overlap",
          "is_bot": true,
          "headline": "Merge pull request #173 from MervinPraison/claude/issue-172-20260630-…",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-09T16:04:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e31df90d0e44deaf3ac0141e05912ccbdd400a40",
          "body": "…000000\n\nfix: surface selectPage error when dashboard shell incomplete",
          "is_bot": false,
          "headline": "Merge pull request #179 from MervinPraison/claude/issue-175-20260708-…",
          "author_name": "Mervin Praison",
          "author_login": "MervinPraison",
          "committed_at": "2026-07-09T16:04:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "58c66b65e53061e10acb41bac6e0cec7028f5c4b",
          "body": "…120000\n\nfix: redact channel secrets in all API responses",
          "is_bot": true,
          "headline": "Merge pull request #180 from MervinPraison/claude/issue-176-20260708-…",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-09T16:04:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f0c298802b2c8940e9676d02f860e7d5912e7df7",
          "body": "… (fixes #174)\n\nThe dashboard.js generator emitted root.insertBefore(shellHeader, main)\nbefore root.appendChild(main), so regenerating the bundle re-introduced\nthe #166/#174 insertBefore NotFoundError. Reorder the generator to append\nmain first, and lock it with a source-parsing regression test.\n\nCo-authored-by: Mervin Praison <MervinPraison@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix: emit main before shellHeader insertBefore in dashboard generator…",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-09T16:00:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "45a5f0cd2d33a991ad8b5824bacc511b4f7c77ad",
          "body": "The Ctrl+K/Cmd+K binding moved to initCommandPalette; initSessionSearch\nnow only owns Escape-to-close. Update test_ctrl_k_keydown_handler_present\nto assert the current architecture instead of the outdated contract.\n\nCo-authored-by: Mervin Praison <MervinPraison@users.noreply.github.com>",
          "is_bot": true,
          "headline": "test: align session-search Ctrl+K test with command-palette ownership",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-09T16:00:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1b0e1646c99e1f67ca3b516b53639be7aacde4a6",
          "body": "…s #178)\n\nBQA-002 (insertBefore) and the base command palette are already present in\nthe shipped dashboard bundle. This closes the remaining acceptance gaps:\nopenCommandPalette is now reachable in the global scope\n(typeof openCommandPalette === 'function') and initCommandPalette no longer\ndouble-registers its keydown handler on HMR / full reload.\n\n🤖 Generated with [Claude Code](https://claude.ai/code)\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: expose command palette globally and guard init idempotency (fixe…",
          "author_name": "MervinPraison",
          "author_login": "MervinPraison",
          "committed_at": "2026-07-09T16:00:18Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "2fe1a83c9a65fda87cbcc780f57a109670d459e0",
          "body": "…d of erroring\n\nfind_spec(\"praisonai.jobs\") raises ModuleNotFoundError (not returns None)\nwhen the parent 'praisonai' package is absent, aborting collection of the\nentire tests/unit suite in CI. Wrap in a helper that treats the missing\nparent as unavailable so the SDK test skips cleanly.\n\nCo-authored-by: praisonai-triage-agent[bot] <praisonai-triage-agent[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix(ci): guard find_spec so missing praisonai parent pkg skips instea…",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-09T16:00:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "971033b90501b441ce95e2ae06e40c0c291243c9",
          "body": "…ction\n\n_validate_config_security used the narrow exact-match SECRET_FIELD_PATTERNS\nwhile _redact_config_secrets was hardened to also catch *_token/*_key/*_secret/\n*_password suffix keys. This closed the read leak but still let inline\napp_token/signing_secret/client_secret values be stored on write.\n[…]\nboth\npaths through the shared _is_secret_key helper so suffix secrets are rejected\nat write time too, and add regression tests.\n\nCo-authored-by: Mervin Praison <MervinPraison@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix(channels): align write-path secret validation with read-path reda…",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-09T16:00:15Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0626d0bb966e43ae668ec3f844e4825cf59687ca",
          "body": "GET /api/channels and related handlers serialized the in-memory _channels\ndict verbatim, exposing config.bot_token and other secrets. Harden\n_redact_config_secrets to cover *_token/*_key/*_secret/*_password suffix\nkeys (app_token, signing_secret, client_secret) and emit a <key>_set flag,\nand redact \n[…]\nusly-unredacted _toggle response. Write path still\naccepts and uses real tokens for bot startup.\n\n🤖 Generated with [Claude Code](https://claude.ai/code)\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: redact channel secrets in all API responses (fixes #176)",
          "author_name": "MervinPraison",
          "author_login": "MervinPraison",
          "committed_at": "2026-07-09T16:00:15Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "581df433edb63c17a654a06e3f317f6f3fdcd41b",
          "body": "…#175)\n\nReplace the silent `if (!main || !page) return;` early return in\nselectPage() with explicit guards that log a console error and, when\n#db-main-content is absent, render a visible db-error banner via the new\nshowDashboardInitError helper.\n\n🤖 Generated with [Claude Code](https://claude.ai/code)\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: surface selectPage error when dashboard shell incomplete (fixes …",
          "author_name": "MervinPraison",
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              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/18 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "good",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 71,
            "inputs": {
              "followers": 1142,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "MervinPraison",
              "public_repos": 348,
              "account_age_days": 5754
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
                  }
                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "1,142 followers of MervinPraison",
                "points": 22,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 1142,
                      "login": "MervinPraison"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "348 public repos, account ~15 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 348
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 15
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                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "aiui"
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              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 0
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            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
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                "max_points": 25
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              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 0 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 0
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                "max_points": 35
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                "key": "version_history",
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                "detail": "139 published versions",
                "points": 20,
                "status": "met",
                "details": [
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                      "count": 139
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                "max_points": 20
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              {
                "key": "not_deprecated",
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                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
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                "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": 86,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
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            "name": "Engineering practices",
            "note": null,
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            "inputs": {
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                "points": 24,
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                "max_points": 24
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              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
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                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
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                "points": 16,
                "status": "met",
                "details": [
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                    "code": "file_list",
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              {
                "key": "pre_commit_hooks",
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                "points": 0,
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                "key": "editorconfig",
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                "points": 0,
                "status": "missed",
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                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "14 out of 14 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
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              "homepage": "http://ui.praison.ai/",
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              "has_docs_dir": true,
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            "components": [
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                "key": "readme",
                "name": "README",
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                "points": 30,
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                "details": [],
                "max_points": 30
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              {
                "key": "documentation_directory",
                "name": "Documentation directory",
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                "points": 25,
                "status": "met",
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                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "http://ui.praison.ai/",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
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              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
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        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "at_risk",
        "name": "Security",
        "value": 30,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
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            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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              {
                "code": "weights_renormalized",
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            "value": 30,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 3
            },
            "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 not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "14 out of 14 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 0/18 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
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                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "no_data",
                    "params": {}
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                "max_points": 5
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              {
                "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": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "no_data",
                    "params": {}
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                ],
                "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": "172 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 69,
        "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": 0.792,
              "agent_instruction_files": [
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              "agent_instruction_max_bytes": 5325
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            "components": [
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                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md",
                "points": 45,
                "status": "met",
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                    "code": "file_list",
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                "max_points": 45
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              {
                "key": "machine_readable_docs_llms_txt",
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                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
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                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "38 of 48 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
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                    "code": "legible_history",
                    "params": {
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                      "sampled": 48
                    }
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                "max_points": 40
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          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 64,
            "inputs": {
              "has_nix": false,
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              "typed_language": false,
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              "has_linter_config": true,
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              "dependency_bot_commit_share": 0
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            "components": [
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                "key": "one_command_bootstrap",
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                "detail": null,
                "points": 0,
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                "details": [],
                "max_points": 18
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                "key": "automated_tests",
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                "points": 22,
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              },
              {
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                "points": 11,
                "status": "met",
                "details": [
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                    "params": {
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              },
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                "key": "static_type_checking",
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                "points": 11,
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                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
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                "points": 10,
                "status": "met",
                "details": [
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                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
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                "points": 10,
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              },
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                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
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                "max_points": 8
              },
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          },
          {
            "key": "ai_code_legibility",
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            "name": "Code legibility for models",
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            "notes": [],
            "value": 81,
            "inputs": {
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              "oversized_source_files": 6
            },
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                  }
                ],
                "max_points": 45
              },
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                "name": "Manageable file sizes",
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                "points": 54.4,
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            "key": "ai_interfaces",
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            "notes": [],
            "value": 40,
            "inputs": {
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              ],
              "has_mcp_signal": false,
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            },
            "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": 0,
                "status": "missed",
                "details": [],
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              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
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                "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": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
    "deps.dev does not index pypi:aiui@0.3.137; advisories assessed against the repository dependency graph instead"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-29T02:12:06.316742Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/m/MervinPraison/PraisonAIUI.svg",
  "full_name": "MervinPraison/PraisonAIUI",
  "license_state": "absent",
  "license_spdx": null
}

评分是信号,而非担保。 评分反映的是 GitHub 上公开可见的实践——不是代码审计,也不是安全保证。

缺失数据将被剔除并重新归一化权重,绝不按零分计。方法论已版本化并公开:指标 v1.13.0、模式 v0.27.0—— 完整方法论 · 指标知识库.

单项结果在整体记录中的位置: 汇总统计PyPI.